Refactor for pydantic v2 and better typing

.gitignore

@@ -107,3 +107,4 @@ Sandbox/
 
 # PDM
 .pdm-python
+.pdm-build

.pre-commit-config.yaml

@@ -17,13 +17,13 @@ repos:
 
     - repo: https://github.com/astral-sh/ruff-pre-commit
       # Ruff version.
-      rev: v0.0.275
+      rev: v0.0.277
       hooks:
           - id: ruff
             args: [--fix, --exit-non-zero-on-fix]
 
     - repo: https://github.com/psf/black
-      rev: 23.3.0 # Replace by any tag/version: https://github.com/psf/black/tags
+      rev: 23.7.0 # Replace by any tag/version: https://github.com/psf/black/tags
       hooks:
           - id: black
             language_version: python3.10

chemex/configuration/base.py

@@ -1,19 +1,27 @@
 from __future__ import annotations
 
-from typing import TYPE_CHECKING, Any
+from typing import Any
 
 from pydantic import BaseModel, ConfigDict, model_validator
 
-if TYPE_CHECKING:
-    from collections.abc import MutableMapping
+
+def ensure_list(variable: Any | list[Any] | None) -> list[Any]:
+    if isinstance(variable, list):
+        return variable
+    if variable is None:
+        return []
+    return [variable]
+
+
+def to_lower(string: Any) -> Any:
+    if isinstance(string, str):
+        return string.lower()
+    return string
 
 
 class BaseModelLowerCase(BaseModel):
     model_config = ConfigDict(str_to_lower=True)
 
     @model_validator(mode="before")
-    @classmethod
-    def to_lower_case(
-        cls, values: MutableMapping[str, Any]
-    ) -> MutableMapping[str, Any]:
-        return {k.lower(): v for k, v in values.items()}
+    def key_to_lower(cls, model: dict[str, Any]) -> dict[str, Any]:
+        return {to_lower(k): v for k, v in model.items()}

chemex/configuration/conditions.py

@@ -1,31 +1,35 @@
 from __future__ import annotations
 
 from functools import total_ordering
-from typing import TYPE_CHECKING, Any, Literal
+from typing import TYPE_CHECKING, Annotated, Any, Literal
 
 from pydantic import (
     BaseModel,
+    BeforeValidator,
     Field,
     PositiveFloat,
     ValidationError,
     field_validator,
     model_validator,
 )
 
+from chemex.configuration.base import to_lower
 from chemex.models.model import model
 
 if TYPE_CHECKING:
-    from collections.abc import Hashable, MutableMapping
+    from collections.abc import Hashable
+
+LabelType = Annotated[Literal["1h", "2h", "13c", "15n"], BeforeValidator(to_lower)]
 
 
 @total_ordering
 class Conditions(BaseModel, frozen=True):
     h_larmor_frq: PositiveFloat | None = None
     temperature: float | None = None
-    p_total: PositiveFloat | None = Field(default=None)
-    l_total: PositiveFloat | None = Field(default=None)
+    p_total: PositiveFloat | None = None
+    l_total: PositiveFloat | None = None
     d2o: float | None = Field(gt=0.0, lt=1.0, default=None)
-    label: tuple[Literal["1h", "2h", "13c", "15n"], ...] = ()
+    label: tuple[LabelType, ...] = ()
 
     def rounded(self) -> Conditions:
         h_larmor_frq = round(self.h_larmor_frq, 1) if self.h_larmor_frq else None
@@ -49,7 +53,7 @@ def search_keys(self) -> set[Hashable]:
 
     @property
     def section(self) -> str:
-        parts = []
+        parts: list[str] = []
         if self.temperature is not None:
             parts.append(f"T->{self.temperature:.1f}C")
         if self.h_larmor_frq is not None:
@@ -64,7 +68,7 @@ def section(self) -> str:
 
     @property
     def folder(self):
-        parts = []
+        parts: list[str] = []
         if self.temperature is not None:
             parts.append(f"{self.temperature:.1f}C")
         if self.h_larmor_frq is not None:
@@ -112,39 +116,30 @@ def __lt__(self, other: Conditions) -> bool:
 
 @total_ordering
 class ConditionsFromFile(Conditions, frozen=True):
+    @model_validator(mode="before")
+    def key_to_lower(cls, model: dict[str, Any]) -> dict[str, Any]:
+        return {to_lower(k): v for k, v in model.items()}
+
     @field_validator("d2o")
-    @classmethod
-    def validate_d2o(cls, d2o):
+    def validate_d2o(cls, d2o: float | None) -> float | None:
         if "hd" in model.name and d2o is None:
-            raise ValidationError()
+            msg = 'To use the "hd" model, d2o must be provided'
+            raise ValidationError(msg)
         return d2o
 
     @field_validator("temperature")
-    @classmethod
-    def validate_temperature(cls, temperature):
+    def validate_temperature(cls, temperature: float | None) -> float | None:
         if "eyring" in model.name and temperature is None:
-            raise ValidationError()
+            msg = 'To use the "eyring" model, "temperature" must be provided'
+            raise ValidationError(msg)
         return temperature
 
-    @field_validator("label", mode="before")
-    @classmethod
-    def set_to_lower_case(cls, label):
-        return tuple(value.lower() for value in label)
-
     @model_validator(mode="after")
-    @classmethod
     def validate_p_total_l_total(
         cls, conditions: ConditionsFromFile
     ) -> ConditionsFromFile:
         are_not_both_set = conditions.p_total is None or conditions.l_total is None
         if "binding" in model.name and are_not_both_set:
-            msg = "Either p_total or l_total must be provided"
-            raise ValueError(msg)
+            msg = 'To use the "binding" model, "p_total" and "l_total" must be provided'
+            raise ValidationError(msg)
         return conditions
-
-    @model_validator(mode="before")
-    @classmethod
-    def set_keys_to_lower_case(
-        cls, values: MutableMapping[str, Any]
-    ) -> MutableMapping[str, Any]:
-        return {k.lower(): v for k, v in values.items()}

chemex/configuration/data.py

@@ -1,11 +1,11 @@
 from __future__ import annotations
 
 from pathlib import Path
-from typing import Literal
+from typing import Annotated, Any, Literal
 
-from pydantic import field_validator
+from pydantic import BeforeValidator, field_validator
 
-from chemex.configuration.base import BaseModelLowerCase
+from chemex.configuration.base import BaseModelLowerCase, ensure_list
 from chemex.parameters.spin_system import PydanticSpinSystem
 
 
@@ -14,36 +14,33 @@ class DataSettings(BaseModelLowerCase):
     scaled: bool = True
 
 
+PathList = Annotated[list[Path], BeforeValidator(ensure_list)]
+
+
 class RelaxationDataSettings(DataSettings):
     error: Literal["file", "duplicates"] = "file"
     filter_planes: list[int] = []
-    profiles: dict[PydanticSpinSystem, Path | list[Path]] = {}
+    profiles: dict[PydanticSpinSystem, PathList] = {}
 
-    @field_validator("profiles", mode="before")
-    @classmethod
-    def make_list(cls, v):
-        if isinstance(v, dict):
-            for key, value in v.items():
-                if isinstance(value, str):
-                    v[key] = [value]
-        return v
+    @field_validator("error", mode="before")
+    def to_lower(cls, error: Any) -> str:
+        if isinstance(error, str):
+            return error.lower()
+        return error
 
 
 class CestDataSettings(DataSettings):
     error: Literal["file", "duplicates", "scatter"] = "file"
     filter_planes: list[int] = []
     filter_offsets: list[tuple[float, float]] = [(0.0, 0.0)]
     filter_ref_planes: bool = False
-    profiles: dict[PydanticSpinSystem, list[Path]] = {}
+    profiles: dict[PydanticSpinSystem, PathList] = {}
 
-    @field_validator("profiles", mode="before")
-    @classmethod
-    def make_list(cls, v):
-        if isinstance(v, dict):
-            for key, value in v.items():
-                if isinstance(value, str):
-                    v[key] = [value]
-        return v
+    @field_validator("error", mode="before")
+    def to_lower(cls, error: Any) -> str:
+        if isinstance(error, str):
+            return error.lower()
+        return error
 
 
 class CestDataSettingsNoRef(CestDataSettings):
@@ -53,3 +50,9 @@ class CestDataSettingsNoRef(CestDataSettings):
 class ShiftDataSettings(DataSettings):
     error: Literal["file", "duplicates"] = "file"
     scaled: bool = False
+
+    @field_validator("error", mode="before")
+    def to_lower(cls, error: Any) -> str:
+        if isinstance(error, str):
+            return error.lower()
+        return error

chemex/configuration/methods.py

@@ -2,9 +2,9 @@
 
 import sys
 from dataclasses import dataclass
-from typing import TYPE_CHECKING, Literal
+from typing import TYPE_CHECKING, Annotated, Literal
 
-from pydantic import ConfigDict, Field, ValidationError
+from pydantic import BeforeValidator, Field, ValidationError
 from pydantic.types import PositiveInt
 
 from chemex.configuration.base import BaseModelLowerCase
@@ -18,7 +18,7 @@
 
 
 # Type definitions
-AllType = Literal["*", "all", "ALL", "All", "ALl", "AlL"]
+AllType = Annotated[Literal["*", "all"], BeforeValidator(str.lower)]
 SelectionType = list[PydanticSpinSystem] | AllType | None
 
 
@@ -35,8 +35,6 @@ class Selection:
 
 
 class Method(BaseModelLowerCase):
-    model_config = ConfigDict(str_to_lower=True)
-
     fitmethod: str = "leastsq"
     include: SelectionType = None
     exclude: SelectionType = None
@@ -55,7 +53,7 @@ def selection(self) -> Selection:
 
 
 def read_methods(filenames: Iterable[Path]) -> Methods:
-    methods = {}
+    methods: Methods = {}
 
     for filename in filenames:
         methods_dict = read_toml(filename)

chemex/configuration/parameters.py

@@ -1,22 +1,32 @@
 from __future__ import annotations
 
-from collections.abc import Iterable
 from dataclasses import dataclass
 from typing import TYPE_CHECKING, Annotated
 
 from annotated_types import Len
-from pydantic import RootModel, field_validator
+from pydantic import AfterValidator, BeforeValidator, RootModel
 
+from chemex.configuration.base import ensure_list
 from chemex.parameters.name import ParamName
 from chemex.toml import read_toml_multi
 
 if TYPE_CHECKING:
+    from collections.abc import Iterable
     from pathlib import Path
 
-# Type definitions
-ValueListType = Annotated[list[float], Len(min_length=1, max_length=4)]
-DefaultType = tuple[ParamName, "DefaultSetting"]
-DefaultListType = list[DefaultType]
+
+def rename_section(section_name: str) -> str:
+    if section_name == "global":
+        return ""
+    return f"{section_name},nuc->"
+
+
+ValuesType = Annotated[list[float], Len(max_length=4), BeforeValidator(ensure_list)]
+LowerCaseString = Annotated[str, BeforeValidator(str.lower)]
+ValuesDictType = dict[LowerCaseString, ValuesType]
+SectionType = Annotated[LowerCaseString, AfterValidator(rename_section)]
+ParamsConfigType = dict[SectionType, ValuesDictType]
+ParamsConfigModel = RootModel[ParamsConfigType]
 
 
 @dataclass(frozen=True)
@@ -27,42 +37,21 @@ class DefaultSetting:
     brute_step: float | None = None
 
 
-class ParamsConfig(RootModel):
-    root: dict[str, dict[str, ValueListType]]
-
-    @field_validator("root", mode="before")
-    @classmethod
-    def to_lower(cls, values):
-        return {
-            k1.lower(): {k2.lower(): v2 for k2, v2 in v1.items()}
-            for k1, v1 in values.items()
-        }
-
-    @field_validator("root", mode="before")
-    @classmethod
-    def to_list(cls, values):
-        for values1 in values.values():
-            for key2, values2 in values1.items():
-                if not isinstance(values2, Iterable):
-                    values1[key2] = [values2]
-        return values
-
-    @field_validator("root")
-    @classmethod
-    def reorder(cls, values):
-        return {"global": values.pop("global", {}), **values}
-
-    def to_defaults_list(self) -> DefaultListType:
-        defaults_list: DefaultListType = []
-        for section, settings in self.root.items():
-            prefix = f"{section}, NUC->" if section != "global" else ""
-            for key, values in settings.items():
-                pname = ParamName.from_section(f"{prefix}{key}")
-                default_values = DefaultSetting(*values)
-                defaults_list.append((pname, default_values))
-        return defaults_list
+DefaultType = tuple[ParamName, DefaultSetting]
+DefaultListType = list[DefaultType]
+
+
+def build_default_list(params_config: ParamsConfigModel) -> DefaultListType:
+    defaults: DefaultListType = []
+    for section, params in params_config.root.items():
+        for key, values in params.items():
+            pname = ParamName.from_section(f"{section}{key}")
+            default_values = DefaultSetting(*values)
+            defaults.append((pname, default_values))
+    return defaults
 
 
 def read_defaults(filenames: Iterable[Path]) -> DefaultListType:
     config = read_toml_multi(filenames)
-    return ParamsConfig.model_validate(config).to_defaults_list()
+    param_config = ParamsConfigModel.model_validate(config)
+    return build_default_list(param_config)