From 47b63d4015e60ca5c75822a677f2a3f03b24654b Mon Sep 17 00:00:00 2001
From: Enno Hermann <enno.hermann@idiap.ch>
Date: Fri, 10 Jan 2025 22:41:09 +0100
Subject: [PATCH 1/5] feat!: raise TypeError if config field does not match
 declared type

This makes parsing stricter and could result in errors in some existing
configs. However, it allows for more precise deserialization, especially in case
of union types.
---
 coqpit/coqpit.py            | 50 +++++++++++++++----
 tests/test_serialization.py | 97 +++++++++++++++++++++++++++++++------
 2 files changed, 123 insertions(+), 24 deletions(-)

diff --git a/coqpit/coqpit.py b/coqpit/coqpit.py
index 9d8866c..64335d8 100644
--- a/coqpit/coqpit.py
+++ b/coqpit/coqpit.py
@@ -7,6 +7,7 @@
 import json
 import operator
 import typing
+import warnings
 from collections.abc import Callable, ItemsView, Iterable, Iterator, MutableMapping
 from dataclasses import MISSING as _MISSING
 from dataclasses import Field, asdict, dataclass, fields, is_dataclass, replace
@@ -182,6 +183,9 @@ def _deserialize_dict(x: dict[Any, Any]) -> dict[Any, Any]:
     Returns:
         Dict: deserialized dictionary.
     """
+    if not isinstance(x, dict):
+        msg = f"Value `{x}` is not a dictionary"
+        raise TypeError(msg)
     out_dict: dict[Any, Any] = {}
     for k, v in x.items():
         if v is None:  # if {'key':None}
@@ -204,6 +208,9 @@ def _deserialize_list(x: list[Any], field_type: FieldType) -> list[Any]:
     Returns:
         [List]: deserialized list.
     """
+    if not isinstance(x, list):
+        msg = f"Value `{x}` does not match field type `{field_type}`"
+        raise TypeError(msg)
     field_args = typing.get_args(field_type)
     if len(field_args) == 0:
         return x
@@ -232,7 +239,7 @@ def _deserialize_union(x: Any, field_type: UnionType) -> Any:
         try:
             x = _deserialize(x, arg)
             break
-        except ValueError:
+        except (TypeError, ValueError):
             pass
     return x
 
@@ -252,18 +259,30 @@ def _deserialize_primitive_types(
     Returns:
         Union[int, float, str, bool]: deserialized value.
     """
-    if isinstance(x, str | bool):
+    base_type = _drop_none_type(field_type)
+    if base_type is not float and base_type is not int and base_type is not str and base_type is not bool:
+        raise TypeError
+    base_type = typing.cast(type[int | float | str | bool], base_type)
+
+    type_mismatch = f"Value `{x}` does not match field type `{field_type}`"
+    if x is None and type(None) in typing.get_args(field_type):
+        return None
+    if isinstance(x, str):
+        if base_type is not str:
+            raise TypeError(type_mismatch)
+        return x
+    if isinstance(x, bool):
+        if base_type is not bool:
+            raise TypeError(type_mismatch)
         return x
     if isinstance(x, int | float):
-        base_type = _drop_none_type(field_type)
-        if base_type is not float and base_type is not int and base_type is not str and base_type is not bool:
-            raise TypeError
-        base_type = typing.cast(type[int | float | str | bool], base_type)
         if x == float("inf") or x == float("-inf"):
             # if value type is inf return regardless.
             return x
+        if base_type is not int and base_type is not float:
+            raise TypeError(type_mismatch)
         return base_type(x)
-    return None
+    raise TypeError(type_mismatch)
 
 
 def _deserialize_path(x: Any, field_type: FieldType) -> Path | None:
@@ -299,8 +318,8 @@ def _deserialize(x: Any, field_type: FieldType) -> Any:
         return _deserialize_path(x, field_type)
     if _is_primitive_type(_drop_none_type(field_type)):
         return _deserialize_primitive_types(x, field_type)
-    msg = f" [!] '{type(x)}' value type of '{x}' does not match '{field_type}' field type."
-    raise ValueError(msg)
+    msg = f"Type '{type(x)}' of value '{x}' does not match declared '{field_type}' field type."
+    raise TypeError(msg)
 
 
 CoqpitType: TypeAlias = MutableMapping[str, "CoqpitNestedValue"]
@@ -433,7 +452,18 @@ def deserialize(self, data: dict[str, Any]) -> Self:
             if value == MISSING:
                 msg = f"deserialized with unknown value for {field.name} in {self.__class__.__name__}"
                 raise ValueError(msg)
-            value = _deserialize(value, field.type)
+            try:
+                value = _deserialize(value, field.type)
+            except TypeError:
+                warnings.warn(
+                    (
+                        f"Type mismatch in {type(self).__name__}\n"
+                        f"Failed to deserialize field: {field.name} ({field.type}) = {value}\n"
+                        f"Replaced it with field's default value: {_default_value(field)}"
+                    ),
+                    stacklevel=2,
+                )
+                value = _default_value(field)
             init_kwargs[field.name] = value
         for k, v in init_kwargs.items():
             setattr(self, k, v)
diff --git a/tests/test_serialization.py b/tests/test_serialization.py
index 4470c60..43af10f 100644
--- a/tests/test_serialization.py
+++ b/tests/test_serialization.py
@@ -1,9 +1,11 @@
 from dataclasses import dataclass, field
 from pathlib import Path
+from types import UnionType
+from typing import Any
 
 import pytest
 
-from coqpit.coqpit import Coqpit, _deserialize_list, _deserialize_primitive_types
+from coqpit.coqpit import Coqpit, FieldType, _deserialize_list, _deserialize_primitive_types, _deserialize_union
 
 
 @dataclass
@@ -62,24 +64,44 @@ def test_serialization() -> None:
     assert ref_config.some_dict["c"] == new_config.some_dict["c"]
 
 
+def test_serialization_type_mismatch() -> None:
+    file_path = Path(__file__).resolve().parent / "test_serialization.json"
+
+    ref_config = Reference()
+    ref_config.size = True
+    ref_config.save_json(file_path)
+
+    new_config = Group()
+    with pytest.warns(UserWarning, match="Type mismatch"):
+        new_config.load_json(file_path)
+    new_config.pprint()
+
+    # check values
+    assert len(ref_config) == len(new_config)
+    assert new_config.size is None
+
+
 def test_deserialize_list() -> None:
     assert _deserialize_list([1, 2, 3], list) == [1, 2, 3]
     assert _deserialize_list([1, 2, 3], list[int]) == [1, 2, 3]
+    assert _deserialize_list([[1, 2, 3]], list[list[int]]) == [[1, 2, 3]]
+    assert _deserialize_list([1.0, 2.0, 3.0], list[float]) == [1.0, 2.0, 3.0]
     assert _deserialize_list([1, 2, 3], list[float]) == [1.0, 2.0, 3.0]
-    assert _deserialize_list([1, 2, 3], list[str]) == ["1", "2", "3"]
+    assert _deserialize_list(["1", "2", "3"], list[str]) == ["1", "2", "3"]
 
+    with pytest.raises(TypeError, match="does not match field type"):
+        _deserialize_list([1, 2, 3], list[list[int]])
 
-def test_deserialize_primitive_type() -> None:
-    cases = (
+
+@pytest.mark.parametrize(
+    ("value", "field_type", "expected"),
+    [
         (True, bool, True),
         (False, bool, False),
         ("a", str, "a"),
         ("3", str, "3"),
         (3, int, 3),
         (3, float, 3.0),
-        (3, str, "3"),
-        (3.0, str, "3.0"),
-        (3, bool, True),
         ("a", str | None, "a"),
         ("3", str | None, "3"),
         (3, int | None, 3),
@@ -87,14 +109,61 @@ def test_deserialize_primitive_type() -> None:
         (None, str | None, None),
         (None, int | None, None),
         (None, float | None, None),
-        (None, str | None, None),
+        (None, bool | None, None),
         (float("inf"), float, float("inf")),
         (float("inf"), int, float("inf")),
         (float("-inf"), float, float("-inf")),
         (float("-inf"), int, float("-inf")),
-    )
-    for value, field_type, expected in cases:
-        assert _deserialize_primitive_types(value, field_type) == expected
-
-    with pytest.raises(TypeError):
-        _deserialize_primitive_types(3, Coqpit)
+    ],
+)
+def test_deserialize_primitive_type(
+    value: str | bool | float | None,
+    field_type: FieldType,
+    expected: str | bool | float | None,
+) -> None:
+    assert _deserialize_primitive_types(value, field_type) == expected
+
+
+@pytest.mark.parametrize(
+    ("value", "field_type"),
+    [
+        (3, str),
+        (3, str | None),
+        (3.0, str),
+        (3, bool),
+        ("1", int),
+        ("2.0", float),
+        ("True", bool),
+        ("True", bool | None),
+        ("", bool | None),
+        ([1, 2], str),
+        ([1, 2, 3], int),
+    ],
+)
+def test_deserialize_primitive_type_mismatch(
+    value: str | bool | float | None,
+    field_type: FieldType,
+) -> None:
+    with pytest.raises(TypeError, match="does not match field type"):
+        _deserialize_primitive_types(value, field_type)
+
+
+@pytest.mark.parametrize(
+    ("value", "field_type", "expected"),
+    [
+        ("a", int | str, "a"),
+        ("a", str | int, "a"),
+        (1, int | str, 1),
+        (1, str | int, 1),
+        (1, str | int | list[int], 1),
+        ([1, 2], str | int | list[int], [1, 2]),
+        ([1, 2], list[int] | int | str, [1, 2]),
+        ([1, 2], dict | list, [1, 2]),
+        (["a", "b"], list[str] | list[list[str]], ["a", "b"]),
+        (["a", "b"], list[list[str]] | list[str], ["a", "b"]),
+        ([["a", "b"]], list[str] | list[list[str]], [["a", "b"]]),
+        ([["a", "b"]], list[list[str]] | list[str], [["a", "b"]]),
+    ],
+)
+def test_deserialize_union(value: Any, field_type: UnionType, expected: Any) -> None:
+    assert _deserialize_union(value, field_type) == expected

From eacb5b335da34f83f3ac70f33571a0f2249caef3 Mon Sep 17 00:00:00 2001
From: Enno Hermann <enno.hermann@idiap.ch>
Date: Sat, 11 Jan 2025 19:38:45 +0100
Subject: [PATCH 2/5] chore: remove test output file from git

---
 .gitignore                    |  1 +
 tests/test_serialization.json | 24 ------------------------
 2 files changed, 1 insertion(+), 24 deletions(-)
 delete mode 100644 tests/test_serialization.json

diff --git a/.gitignore b/.gitignore
index a3bbda1..81689fc 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,4 +1,5 @@
 uv.lock
+tests/test_serialization.json
 
 WadaSNR/
 .idea/
diff --git a/tests/test_serialization.json b/tests/test_serialization.json
deleted file mode 100644
index 81be55d..0000000
--- a/tests/test_serialization.json
+++ /dev/null
@@ -1,24 +0,0 @@
-{
-    "name": "Coqpit",
-    "size": 3,
-    "path": "a/b",
-    "people": [
-        {
-            "name": "Eren",
-            "age": 11
-        },
-        {
-            "name": "Geren",
-            "age": 12
-        },
-        {
-            "name": "Ceren",
-            "age": 15
-        }
-    ],
-    "some_dict": {
-        "a": 1,
-        "b": 2,
-        "c": null
-    }
-}

From 480421bf7232b53861e26e37b4660db2f5d9bd07 Mon Sep 17 00:00:00 2001
From: Enno Hermann <enno.hermann@idiap.ch>
Date: Wed, 29 Jan 2025 15:59:01 +0100
Subject: [PATCH 3/5] feat: support fields matching `_T | list[_T]` in argparse

---
 coqpit/coqpit.py             | 67 +++++++++++++++++++++++++++++++++---
 pyproject.toml               |  1 +
 tests/test_parse_argparse.py | 14 +++++++-
 tests/test_utils.py          | 22 +++++++++++-
 4 files changed, 97 insertions(+), 7 deletions(-)

diff --git a/coqpit/coqpit.py b/coqpit/coqpit.py
index 64335d8..b382a19 100644
--- a/coqpit/coqpit.py
+++ b/coqpit/coqpit.py
@@ -4,6 +4,7 @@
 
 import argparse
 import contextlib
+import functools
 import json
 import operator
 import typing
@@ -13,7 +14,7 @@
 from dataclasses import Field, asdict, dataclass, fields, is_dataclass, replace
 from pathlib import Path
 from pprint import pprint
-from types import GenericAlias, UnionType
+from types import UnionType
 from typing import TYPE_CHECKING, Any, Generic, Literal, TypeAlias, TypeGuard, TypeVar, Union, overload
 
 from typing_extensions import Self, TypeIs
@@ -62,6 +63,27 @@ def _is_list(field_type: FieldType) -> TypeGuard[type]:
     return field_type is list or typing.get_origin(field_type) is list
 
 
+def _parse_list_union(field_type: FieldType) -> type | None:
+    """Check if the input type matches `_T | list[_T]`.
+
+    Args:
+        field_type: input type.
+
+    Returns:
+        bool: _T, if input type matches `_T | list[_T]`, else None
+    """
+    if not _is_union(field_type):
+        return None
+
+    def _get_base_type(field_type: type) -> type:
+        return typing.get_args(field_type)[0] if _is_list(field_type) else field_type
+
+    args = typing.get_args(field_type)
+    is_list = [_is_list(arg) for arg in args]
+    base_types = [_get_base_type(arg) for arg in args]
+    return base_types[0] if len(args) == 2 and sum(is_list) == 1 and base_types[0] == base_types[1] else None  # noqa: PLR2004
+
+
 def _is_dict(field_type: FieldType) -> TypeGuard[type]:
     """Check if the input type is `dict`.
 
@@ -143,13 +165,12 @@ def _drop_none_type(field_type: FieldType) -> FieldType:
     """
     if not _is_union(field_type):
         return field_type
-    origin = typing.get_origin(field_type)
     args = list(typing.get_args(field_type))
     if type(None) in args:
         args.remove(type(None))
     if len(args) == 1:
         return typing.cast(type, args[0])
-    return typing.cast("UnionType", GenericAlias(origin, args))
+    return typing.cast(UnionType, functools.reduce(lambda a, b: a | b, args))
 
 
 def _serialize(x: Any) -> Any:
@@ -546,6 +567,7 @@ def _add_argument(  # noqa: C901, PLR0913, PLR0912, PLR0915
         not has_default
         and not _is_primitive_type(_drop_none_type(field_type))
         and not _is_list(_drop_none_type(field_type))
+        and _parse_list_union(_drop_none_type(field_type)) is None
     ):
         # aggregate types (fields with a Coqpit subclass as type) are not
         # supported without None
@@ -561,7 +583,6 @@ def _add_argument(  # noqa: C901, PLR0913, PLR0912, PLR0915
             type=json.loads,
         )
     elif _is_list(_drop_none_type(field_type)):
-        # TODO: We need a more clear help msg for lists.
         field_args = typing.get_args(_drop_none_type(field_type))
         if len(field_args) > 1 and not relaxed_parser:
             msg = "Coqpit does not support multi-type hinted 'List'"
@@ -601,7 +622,43 @@ def _add_argument(  # noqa: C901, PLR0913, PLR0912, PLR0915
                     fv,
                     field_default_factory,
                     field_help="",
-                    help_prefix=f"{help_prefix} - ",
+                    help_prefix=f"{help_prefix} (item {idx})",
+                    arg_prefix=f"{arg_prefix}",
+                    relaxed_parser=relaxed_parser,
+                )
+    # Fields matching: _T | list[_T] ( | None)
+    elif (list_field_type := _parse_list_union(_drop_none_type(field_type))) is not None:
+        if not has_default or field_default_factory is list:
+            if not _is_primitive_type(list_field_type) and not relaxed_parser:
+                msg = " [!] Empty list with non primitive inner type is currently not supported."
+                raise NotImplementedError(msg)
+
+            # If the list's default value is None, the user can specify the entire list by passing multiple parameters
+            parser.add_argument(
+                f"--{arg_prefix}",
+                nargs="*",
+                type=list_field_type,
+                help=f"Coqpit Field: {help_prefix}",
+            )
+        # If a default value is defined, just enable editing the values from argparse
+        # TODO: allow inserting a new value/obj to the end of the list.
+        elif not isinstance(default, list):
+            parser.add_argument(
+                f"--{arg_prefix}",
+                default=default,
+                type=list_field_type,
+                help=f"Coqpit Field: {help_prefix}",
+            )
+        else:
+            for idx, fv in enumerate(default):
+                parser = _add_argument(
+                    parser,
+                    str(idx),
+                    list_field_type,
+                    fv,
+                    field_default_factory,
+                    field_help="",
+                    help_prefix=f"{help_prefix} (item {idx})",
                     arg_prefix=f"{arg_prefix}",
                     relaxed_parser=relaxed_parser,
                 )
diff --git a/pyproject.toml b/pyproject.toml
index b457ea5..0de3d8d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -74,6 +74,7 @@ convention = "google"
 "tests/**" = [
     "D",
     "FA100",
+    "FBT001",
     "PLR2004",
     "S101",
     "SLF001",
diff --git a/tests/test_parse_argparse.py b/tests/test_parse_argparse.py
index c0f843b..dea30c2 100644
--- a/tests/test_parse_argparse.py
+++ b/tests/test_parse_argparse.py
@@ -18,7 +18,7 @@ class SimpleConfig(Coqpit):
         default_factory=lambda: [SimplerConfig(val_a=100), SimplerConfig(val_a=999)],
         metadata={"help": "list of SimplerConfig"},
     )
-    int_list: list[int] = field(default_factory=lambda: [1, 2, 3], metadata={"help": "int"})
+    int_list: list[int] = field(default_factory=lambda: [1, 2, 3], metadata={"help": "int list"})
     str_list: list[str] = field(default_factory=lambda: ["veni", "vidi", "vici"], metadata={"help": "str"})
     empty_int_list: list[int] | None = field(default=None, metadata={"help": "int list without default value"})
     empty_str_list: list[str] | None = field(default=None, metadata={"help": "str list without default value"})
@@ -26,6 +26,10 @@ class SimpleConfig(Coqpit):
         default_factory=list,
         metadata={"help": "str list with default factory"},
     )
+    int_or_list: int | list[int] = field(default_factory=lambda: [1, 2, 3])
+    float_or_list: float | list[float] = field(default=0.1)
+    str_or_list: str | list[str] | None = field(default=None)
+    bool_or_list: bool | list[bool] | None = field(default=None)
 
     # TODO: not supported yet
     # mylist_without_default: List[SimplerConfig] = field(default=None)  noqa: ERA001
@@ -51,6 +55,10 @@ def test_parse_argparse() -> None:
     args.extend(["--coqpit.list_with_default_factory", "blah"])
     args.extend(["--coqpit.str_list.0", "neci"])
     args.extend(["--coqpit.int_list.1", "4"])
+    args.extend(["--coqpit.int_or_list.0", "5"])
+    args.extend(["--coqpit.float_or_list", "3.4"])
+    args.extend(["--coqpit.str_or_list", "a", "b"])
+    args.extend(["--coqpit.bool_or_list", "true"])
 
     # initial config
     config = SimpleConfig()
@@ -68,6 +76,10 @@ def test_parse_argparse() -> None:
         str_list=["neci", "vidi", "vici"],
         int_list=[1, 4, 3],
         list_with_default_factory=["blah"],
+        int_or_list=[5, 2, 3],
+        float_or_list=3.4,
+        str_or_list=["a", "b"],
+        bool_or_list=[True],
     )
 
     # create and init argparser with Coqpit
diff --git a/tests/test_utils.py b/tests/test_utils.py
index 6e44a11..0fcff12 100644
--- a/tests/test_utils.py
+++ b/tests/test_utils.py
@@ -1,4 +1,6 @@
-from coqpit.coqpit import _is_optional_field, _is_union, _is_union_and_not_simple_optional
+import pytest
+
+from coqpit.coqpit import _is_optional_field, _is_union, _is_union_and_not_simple_optional, _parse_list_union
 
 
 def test_is_union() -> None:
@@ -26,6 +28,24 @@ def test_is_union_and_not_simple_optional() -> None:
         assert _is_union_and_not_simple_optional(item) == expected
 
 
+@pytest.mark.parametrize(
+    ("item", "expected"),
+    [
+        (str | list[str], str),
+        (list[str] | str, str),
+        (int | list[int], int),
+        (list[int] | int, int),
+        (str | list[int], None),
+        (list[int] | str, None),
+        (list[str] | list[list[str]], None),
+        (str, None),
+        (str | int, None),
+    ],
+)
+def test_parse_list_union(item: type, expected: type | None) -> None:
+    assert _parse_list_union(item) is expected
+
+
 def test_is_optional_field() -> None:
     cases = (
         (str | int, False),

From 0650f2d4cc968a9efdb86b1a126f9b75d93f5abe Mon Sep 17 00:00:00 2001
From: Enno Hermann <enno.hermann@idiap.ch>
Date: Wed, 29 Jan 2025 17:00:37 +0100
Subject: [PATCH 4/5] build: update dev deps

---
 .github/actions/setup-uv/action.yml |   5 +-
 .gitignore                          |   1 -
 .pre-commit-config.yaml             |   4 +-
 pyproject.toml                      |   7 +-
 uv.lock                             | 370 ++++++++++++++++++++++++++++
 5 files changed, 378 insertions(+), 9 deletions(-)
 create mode 100644 uv.lock

diff --git a/.github/actions/setup-uv/action.yml b/.github/actions/setup-uv/action.yml
index 5b2734e..9fc70d6 100644
--- a/.github/actions/setup-uv/action.yml
+++ b/.github/actions/setup-uv/action.yml
@@ -3,9 +3,6 @@ runs:
   using: 'composite'
   steps:
     - name: Install uv
-      uses: astral-sh/setup-uv@v4
+      uses: astral-sh/setup-uv@v5
       with:
-        version: "0.5.10"
-        enable-cache: true
-        cache-dependency-glob: "**/pyproject.toml"
         python-version: ${{ matrix.python-version }}
diff --git a/.gitignore b/.gitignore
index 81689fc..e35fdb7 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,4 +1,3 @@
-uv.lock
 tests/test_serialization.json
 
 WadaSNR/
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index bb82585..db45456 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,6 +1,6 @@
 repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.8.3
+    rev: v0.9.3
     hooks:
       - id: ruff
         args: [--fix, --exit-non-zero-on-fix]
@@ -13,7 +13,7 @@ repos:
       - id: end-of-file-fixer
       - id: trailing-whitespace
   - repo: https://github.com/pre-commit/mirrors-mypy
-    rev: v1.13.0
+    rev: v1.14.1
     hooks:
       - id: mypy
         args: [--strict]
diff --git a/pyproject.toml b/pyproject.toml
index 0de3d8d..cf7ff7b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -35,16 +35,19 @@ dependencies = [
 [dependency-groups]
 dev = [
     "coverage>=7",
-    "mypy>=1.13.0",
+    "mypy>=1.14.1",
     "pre-commit>=4",
     "pytest>=8",
-    "ruff==0.8.3",
+    "ruff==0.9.3",
 ]
 
 [project.urls]
 Repository = "https://github.com/idiap/coqui-ai-coqpit"
 Issues = "https://github.com/idiap/coqui-ai-coqpit/issues"
 
+[tool.uv]
+required-version = ">=0.5.0"
+
 [tool.hatch.build]
 exclude = [
     "/.github",
diff --git a/uv.lock b/uv.lock
new file mode 100644
index 0000000..fe33541
--- /dev/null
+++ b/uv.lock
@@ -0,0 +1,370 @@
+version = 1
+requires-python = ">=3.10"
+
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+]
+
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+dev = [
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+    { name = "mypy" },
+    { name = "pre-commit" },
+    { name = "pytest" },
+    { name = "ruff" },
+]
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From 60f2d26542e05eb8f43c591ffedf28ac1b019b8c Mon Sep 17 00:00:00 2001
From: Enno Hermann <enno.hermann@idiap.ch>
Date: Sat, 11 Jan 2025 18:11:30 +0100
Subject: [PATCH 5/5] chore: bump version to 0.2.0

---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index cf7ff7b..b9aaade 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
 
 [project]
 name = "coqpit-config"
-version = "0.1.2"
+version = "0.2.0"
 description = "Simple (maybe too simple), light-weight config management through python data-classes."
 readme = "README.md"
 requires-python = ">=3.10"