Repository: ESMValGroup/ESMValCore

Issue:
Sorting of ensemble members (#2095) breaks with mix of facet value types
**Describe the bug**
In #2095, we introduced sorting of datasets during the recipe filling process.
This breaks currently when the dataset specifiers in the input recipe contain lists, for example for experiments, which is relatively commonly used to combine historical and future simulations into a single timeseries.

Recipes that fail with this include:
- recipe_impact.yml
- ipccwg1ar6ch3/recipe_ipccwg1ar6ch3_atmosphere.yml
- recipe_climwip_test_basic.yml
- recipe_climwip_test_performance_sigma.yml

<!--
**Please attach**
  - The recipe that you are trying to run, you can find a copy in the `run` directory in the output directory
  - The `main_log_debug.txt` file, this can also be found in the `run` directory in the output directory
-->

Discussion:
codecov[bot]: ## [Codecov](https://app.codecov.io/gh/ESMValGroup/ESMValCore/pull/2238?src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=ESMValGroup) Report
> Merging [#2238](https://app.codecov.io/gh/ESMValGroup/ESMValCore/pull/2238?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=ESMValGroup) (e13fca4) into [main](https://app.codecov.io/gh/ESMValGroup/ESMValCore/commit/7a70d5b274869052e45d753ef3012a5f3b486696?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=ESMValGroup) (7a70d5b) will **decrease** coverage by `0.01%`.
> The diff coverage is `100.00%`.

```diff
@@            Coverage Diff             @@
##             main    #2238      +/-   ##
==========================================
- Coverage   93.47%   93.47%   -0.01%     
==========================================
  Files         238      238              
  Lines       12927    12917      -10     
==========================================
- Hits        12084    12074      -10     
  Misses        843      843              
```


| [Files](https://app.codecov.io/gh/ESMValGroup/ESMValCore/pull/2238?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=ESMValGroup) | Coverage Δ | |
|---|---|---|
| [esmvalcore/\_recipe/from\_datasets.py](https://app.codecov.io/gh/ESMValGroup/ESMValCore/pull/2238?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=ESMValGroup#diff-ZXNtdmFsY29yZS9fcmVjaXBlL2Zyb21fZGF0YXNldHMucHk=) | `100.00% <100.00%> (ø)` | |



Patch:
diff --git a/conda-linux-64.lock b/conda-linux-64.lock
index e1b497c58..62887266d 100644
--- a/conda-linux-64.lock
+++ b/conda-linux-64.lock
@@ -50,8 +50,8 @@ https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.5.0-hcb278e6_1.conda#
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-https://conda.anaconda.org/conda-forge/linux-64/libjpeg-turbo-2.1.5.1-hd590300_1.conda#323e90742f0f48fc22bea908735f55e6
-https://conda.anaconda.org/conda-forge/linux-64/libnsl-2.0.0-hd590300_1.conda#854e3e1623b39777140f199c5f9ab952
+https://conda.anaconda.org/conda-forge/linux-64/libjpeg-turbo-3.0.0-hd590300_1.conda#ea25936bb4080d843790b586850f82b8
+https://conda.anaconda.org/conda-forge/linux-64/libnsl-2.0.1-hd590300_0.conda#30fd6e37fe21f86f4bd26d6ee73eeec7
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@@ -68,7 +68,6 @@ https://conda.anaconda.org/conda-forge/linux-64/openssl-3.1.3-hd590300_0.conda#7
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@@ -82,14 +81,14 @@ https://conda.anaconda.org/conda-forge/linux-64/xorg-xproto-7.0.31-h7f98852_1007
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-https://conda.anaconda.org/conda-forge/linux-64/aws-c-cal-0.6.2-h09139f6_2.conda#29c3112841eee851f6f5451f6d705782
+https://conda.anaconda.org/conda-forge/linux-64/aws-c-cal-0.6.6-h09139f6_0.conda#289ae014f49bb39e5e0aae277b88dbfe
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-https://conda.anaconda.org/conda-forge/linux-64/hdf4-4.2.15-h501b40f_6.conda#c3e9338e15d90106f467377017352b97
+https://conda.anaconda.org/conda-forge/linux-64/hdf4-4.2.15-h2a13503_7.conda#bd77f8da987968ec3927990495dc22e4
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@@ -98,7 +97,8 @@ https://conda.anaconda.org/conda-forge/linux-64/libgfortran-ng-13.2.0-h69a702a_2
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-https://conda.anaconda.org/conda-forge/linux-64/libprotobuf-4.24.3-hf27288f_0.conda#f2877435606cb6069201c6dceab9ac45
+https://conda.anaconda.org/conda-forge/linux-64/libprotobuf-4.24.3-hf27288f_1.conda#5097789a2bc83e697d7509df57f25bfd
+https://conda.anaconda.org/conda-forge/linux-64/libre2-11-2023.06.02-h7a70373_0.conda#c0e7eacd9694db3ef5ef2979a7deea70
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@@ -112,10 +112,10 @@ https://conda.anaconda.org/conda-forge/linux-64/s2n-1.3.54-h06160fa_0.conda#1495
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-https://conda.anaconda.org/conda-forge/linux-64/zeromq-4.3.4-h9c3ff4c_1.tar.bz2#21743a8d2ea0c8cfbbf8fe489b0347df
+https://conda.anaconda.org/conda-forge/linux-64/zeromq-4.3.5-h59595ed_0.conda#8851084c192dbc56215ac4e3c9aa30fa
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-https://conda.anaconda.org/conda-forge/linux-64/aws-c-io-0.13.32-h161b759_6.conda#26c909c7fc3fddc015a9ab4ebfcaed41
+https://conda.anaconda.org/conda-forge/linux-64/aws-c-io-0.13.35-hc1ea125_1.conda#11e5683c74d07b2a3e90ddb7ac55e2e0
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@@ -126,26 +126,25 @@ https://conda.anaconda.org/conda-forge/linux-64/gxx_impl_linux-64-12.3.0-he2b93b
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-https://conda.anaconda.org/conda-forge/linux-64/libtiff-4.6.0-h29866fb_1.conda#4e9afd30f4ccb2f98645e51005f82236
+https://conda.anaconda.org/conda-forge/linux-64/libtiff-4.6.0-ha9c0a0a_2.conda#55ed21669b2015f77c180feb1dd41930
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+https://conda.anaconda.org/conda-forge/linux-64/libarrow-13.0.0-he1fec18_11_cpu.conda#4bbdac31e0b1fb5299beb9b92f7abccd
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@@ -408,11 +411,11 @@ https://conda.anaconda.org/conda-forge/noarch/pylint-django-2.5.3-pyhd8ed1ab_0.t
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diff --git a/esmvalcore/_recipe/from_datasets.py b/esmvalcore/_recipe/from_datasets.py
index 0e454c735..8bd33fd5e 100644
--- a/esmvalcore/_recipe/from_datasets.py
+++ b/esmvalcore/_recipe/from_datasets.py
@@ -160,23 +160,6 @@ def _group_identical_facets(variable: Mapping[str, Any]) -> Recipe:
     return result
 
 
-class _SortableDict(dict):
-    """A `dict` class that can be sorted."""
-
-    def __lt__(self, other):
-        return tuple(self.items()) < tuple(other.items())
-
-
-def _change_dict_type(item, dict_type):
-    """Change the dict type in a nested structure."""
-    change_dict_type = partial(_change_dict_type, dict_type=dict_type)
-    if isinstance(item, dict):
-        return dict_type((k, change_dict_type(v)) for k, v in item.items())
-    if isinstance(item, (list, tuple, set)):
-        return type(item)(change_dict_type(elem) for elem in item)
-    return item
-
-
 def _group_ensemble_members(dataset_facets: Iterable[Facets]) -> list[Facets]:
     """Group ensemble members.
 
@@ -185,13 +168,15 @@ def _group_ensemble_members(dataset_facets: Iterable[Facets]) -> list[Facets]:
     """
 
     def grouper(facets):
-        return tuple((k, facets[k]) for k in sorted(facets) if k != 'ensemble')
+        return sorted(
+            (f, str(v)) for f, v in facets.items() if f != 'ensemble')
 
     result = []
-    dataset_facets = _change_dict_type(dataset_facets, _SortableDict)
     dataset_facets = sorted(dataset_facets, key=grouper)
-    for group_facets, group in itertools.groupby(dataset_facets, key=grouper):
+    for _, group_iter in itertools.groupby(dataset_facets, key=grouper):
+        group = list(group_iter)
         ensembles = [f['ensemble'] for f in group if 'ensemble' in f]
+        group_facets = group[0]
         if not ensembles:
             result.append(dict(group_facets))
         else:
@@ -199,7 +184,6 @@ def _group_ensemble_members(dataset_facets: Iterable[Facets]) -> list[Facets]:
                 facets = dict(group_facets)
                 facets['ensemble'] = ensemble
                 result.append(facets)
-    result = _change_dict_type(result, dict)
     return result
 
 


Test patch:
diff --git a/tests/unit/recipe/test_from_datasets.py b/tests/unit/recipe/test_from_datasets.py
index c2032724a..aacca5117 100644
--- a/tests/unit/recipe/test_from_datasets.py
+++ b/tests/unit/recipe/test_from_datasets.py
@@ -8,7 +8,6 @@ from esmvalcore._recipe.from_datasets import (
     _group_ensemble_names,
     _group_identical_facets,
     _move_one_level_up,
-    _SortableDict,
     _to_frozen,
     datasets_to_recipe,
 )
@@ -137,12 +136,6 @@ def test_supplementary_datasets_to_recipe():
     assert datasets_to_recipe([dataset]) == recipe
 
 
-def test_sortable_dict():
-    assert _SortableDict({'a': 1}) < _SortableDict({'a': 2})
-    assert _SortableDict({'a': 1}) < _SortableDict({'a': 1, 'b': 1})
-    assert _SortableDict({'a': 1}) < _SortableDict({'b': 1})
-
-
 def test_datasets_to_recipe_group_ensembles():
     datasets = [
         Dataset(
@@ -253,6 +246,45 @@ def test_group_ensemble_members():
     ]
 
 
+def test_group_ensemble_members_mix_of_versions():
+    datasets = [
+        Dataset(
+            dataset='dataset1',
+            ensemble='r1i1p1f1',
+            exp=['historical', 'ssp585'],
+            version='v1',
+        ),
+        Dataset(
+            dataset='dataset1',
+            ensemble='r2i1p1f1',
+            exp=['historical', 'ssp585'],
+            version='v1',
+        ),
+        Dataset(
+            dataset='dataset1',
+            ensemble='r3i1p1f1',
+            exp=['historical', 'ssp585'],
+            version=['v1', 'v2'],
+        ),
+    ]
+    result = _group_ensemble_members(ds.facets for ds in datasets)
+    print(result)
+    assert result == [
+        {
+            'dataset': 'dataset1',
+            'ensemble': 'r3i1p1f1',
+            'exp': ['historical', 'ssp585'],
+            'version': ['v1', 'v2'],
+        },
+        {
+            'dataset': 'dataset1',
+            'ensemble': 'r(1:2)i1p1f1',
+            'exp': ['historical', 'ssp585'],
+            'version': 'v1',
+        },
+    ]
+
+
 def test_group_ensembles_cmip5():
     ensembles = [
         "r1i1p1",