From 0f5f7db24070da9c3405b98bfec8e9d8afbcf9ab Mon Sep 17 00:00:00 2001 From: Diego Alonso Alvarez Date: Wed, 23 Oct 2024 17:05:51 +0100 Subject: [PATCH 01/26] :sparkles: Add column validator and associated classes. --- csvy/validators.py | 110 +++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 110 insertions(+) diff --git a/csvy/validators.py b/csvy/validators.py index 7911550..685109b 100644 --- a/csvy/validators.py +++ b/csvy/validators.py @@ -1,6 +1,7 @@ """This module contains validators for the CSVY file format.""" import csv +from enum import Enum from typing import Any, Callable, Optional, TypeVar from pydantic import BaseModel, Field @@ -81,6 +82,8 @@ def validate_write(header: dict[str, Any]) -> dict[str, Any]: return validated_header +# CSV Dialect-related validation + # Create a generic variable that can be 'Parent', or any subclass. T = TypeVar("T", bound="CSVDialectValidator") @@ -204,3 +207,110 @@ def unix_dialect(cls: type[T]) -> T: quotechar=unix.quotechar, skipinitialspace=unix.skipinitialspace, ) + + +# Table Schema-related validation + + +class TypeEnum(str, Enum): + """Enumeration of the possible types for the Table Schema.""" + + STRING = "string" + INTEGER = "integer" + BOOLEAN = "boolean" + OBJECT = "object" + ARRAY = "array" + DATE = "date" + TIME = "time" + DATETIME = "datetime" + YEAR = "year" + YEARMONTH = "yearmonth" + DURATION = "duration" + GEOPOINT = "geopoint" + GEOJSON = "geojson" + ANY = "any" + + +class ConstraintsValidator(BaseModel): + """Validator for the constraints in the Table Schema. + + This class is used to validate the constraints in the Table Schema. It is based on + the constraints defined in the Table Schema specification. + + Attributes: + required: A boolean indicating if the value is required. + unique: A boolean indicating if the value is unique. + minimum: The minimum of the value. Applies to types: integer, number, date, + time, datetime, year, yearmonth. + maximum: The maximum value. Applies to types: integer, number, date, + time, datetime, year, yearmonth. + minLength: The minimum length of the field. Applies to collections (string, + array, object). + maxLength: The maximum length of the field. Applies to collections (string, + array, object). + pattern: A regular expression pattern that the value must match. Applies to + types: string. + enum: A list of possible values for the field. + """ + + required: bool | None = Field(None) + unique: bool | None = Field(None) + minimum: int | float | None = Field(None) + maximum: int | float | None = Field(None) + minLength: int | None = Field(None) + maxLength: int | None = Field(None) + pattern: str | None = Field(None) + enum: list[Any] | None = Field(None) + + +class ColumnValidator(BaseModel): + """Validator for the columns in the Table Schema. + + This class is used to validate the columns in the Table Schema. It is based on the + columns defined in the Table Schema specification. + + Attributes: + name: The name of the column. + title: A nicer human readable label or title for the field. + type_: A string specifying the type. + format_: A string specifying a format. + example: An example value for the field. + description: A description for the field. + constraints: A dictionary of constraints for the field. + """ + + name: str = Field(..., description="Column name.") + title: str | None = Field( + None, description="A nicer human readable label or title for the field." + ) + type_: TypeEnum | None = Field( + None, alias="type", description="A string specifying the type." + ) + format_: str | None = Field( + None, alias="format", description="A string specifying a format." + ) + example: str | None = Field(None, description="An example value for the field.") + description: str | None = Field(None, description="A description for the field.") + constraints: ConstraintsValidator | None = Field( + None, description="A dictionary of constraints for the field." + ) + + def model_dump(self, *args, **kwargs) -> dict[str, Any]: + """Dumps the model to a dictionary. + + This method dumps the model to a dictionary. It sets exclude_unset to True and + by_alias to True, so that only the attributes that were set are included in the + dictionary and their aliases are always used. + + Finally, it converts the attributes that are Enum instances to their values. + + Returns: + A dictionary with the model attributes. + """ + kwargs["exclude_unset"] = True + kwargs["by_alias"] = True + output = super().model_dump(*args, **kwargs) + for key, value in output.items(): + if isinstance(value, Enum): + output[key] = value.value + return output From cc2f4d33571a3ce62dc5c3e08d8800cf3e947a81 Mon Sep 17 00:00:00 2001 From: Diego Alonso Alvarez Date: Thu, 24 Oct 2024 10:55:54 +0100 Subject: [PATCH 02/26] :sparkles: Support python 3.9. --- csvy/validators.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/csvy/validators.py b/csvy/validators.py index 685109b..65918b8 100644 --- a/csvy/validators.py +++ b/csvy/validators.py @@ -1,8 +1,10 @@ """This module contains validators for the CSVY file format.""" +from __future__ import annotations + import csv from enum import Enum -from typing import Any, Callable, Optional, TypeVar +from typing import Any, Callable, TypeVar from pydantic import BaseModel, Field @@ -115,7 +117,7 @@ class CSVDialectValidator(BaseModel): delimiter: str = Field(default=",") doublequote: bool = Field(default=True) - escapechar: Optional[str] = Field(default=None) + escapechar: str | None = Field(default=None) lineterminator: str = Field(default="\r\n") quotechar: str = Field(default='"') skipinitialspace: bool = Field(default=False) From 739792d090bdc2c3e96b22be5466b4dd11e19e2a Mon Sep 17 00:00:00 2001 From: Diego Alonso Alvarez Date: Thu, 24 Oct 2024 11:13:11 +0100 Subject: [PATCH 03/26] :sparkles: Support python 3.9, again. --- csvy/validators.py | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/csvy/validators.py b/csvy/validators.py index 65918b8..ba953f1 100644 --- a/csvy/validators.py +++ b/csvy/validators.py @@ -1,10 +1,8 @@ """This module contains validators for the CSVY file format.""" -from __future__ import annotations - import csv from enum import Enum -from typing import Any, Callable, TypeVar +from typing import Any, Callable, TypeVar, Union from pydantic import BaseModel, Field @@ -117,7 +115,7 @@ class CSVDialectValidator(BaseModel): delimiter: str = Field(default=",") doublequote: bool = Field(default=True) - escapechar: str | None = Field(default=None) + escapechar: Union[str, None] = Field(default=None) lineterminator: str = Field(default="\r\n") quotechar: str = Field(default='"') skipinitialspace: bool = Field(default=False) From f2d613ad2322e41caab49b150c7e560cc0ce4d17 Mon Sep 17 00:00:00 2001 From: Diego Alonso Alvarez Date: Thu, 24 Oct 2024 11:18:22 +0100 Subject: [PATCH 04/26] Revert ":sparkles: Support python 3.9, again." This reverts commit 739792d090bdc2c3e96b22be5466b4dd11e19e2a. --- csvy/validators.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/csvy/validators.py b/csvy/validators.py index ba953f1..65918b8 100644 --- a/csvy/validators.py +++ b/csvy/validators.py @@ -1,8 +1,10 @@ """This module contains validators for the CSVY file format.""" +from __future__ import annotations + import csv from enum import Enum -from typing import Any, Callable, TypeVar, Union +from typing import Any, Callable, TypeVar from pydantic import BaseModel, Field @@ -115,7 +117,7 @@ class CSVDialectValidator(BaseModel): delimiter: str = Field(default=",") doublequote: bool = Field(default=True) - escapechar: Union[str, None] = Field(default=None) + escapechar: str | None = Field(default=None) lineterminator: str = Field(default="\r\n") quotechar: str = Field(default='"') skipinitialspace: bool = Field(default=False) From 184a3ff0c6550361354136f7158a8437a842380c Mon Sep 17 00:00:00 2001 From: Diego Alonso Alvarez Date: Thu, 24 Oct 2024 11:22:32 +0100 Subject: [PATCH 05/26] :heavy_plus_sign: Add extra pydantic helper dpeendency. --- poetry.lock | 6 +++--- pyproject.toml | 2 +- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/poetry.lock b/poetry.lock index 8fc0250..5124caf 100644 --- a/poetry.lock +++ b/poetry.lock @@ -919,9 +919,9 @@ files = [ [package.dependencies] numpy = [ + {version = ">=1.26.0", markers = "python_version >= \"3.12\""}, {version = ">=1.22.4", markers = "python_version < \"3.11\""}, {version = ">=1.23.2", markers = "python_version == \"3.11\""}, - {version = ">=1.26.0", markers = "python_version >= \"3.12\""}, ] python-dateutil = ">=2.8.2" pytz = ">=2020.1" @@ -1068,8 +1068,8 @@ files = [ annotated-types = ">=0.6.0" pydantic-core = "2.23.4" typing-extensions = [ - {version = ">=4.6.1", markers = "python_version < \"3.13\""}, {version = ">=4.12.2", markers = "python_version >= \"3.13\""}, + {version = ">=4.6.1", markers = "python_version < \"3.13\""}, ] [package.extras] @@ -1699,4 +1699,4 @@ polars = ["polars"] [metadata] lock-version = "2.0" python-versions = "^3.9" -content-hash = "c7955d064ed6ecd89e1cdb211d3f5208af92db0283c5ed20baf85c1e84a4a2c1" +content-hash = "3edcf55bba2863f35bf18b4b5a398df29c1ead9cc12dee58aa3c8b2498ad2404" diff --git a/pyproject.toml b/pyproject.toml index b215cc0..7919401 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -24,7 +24,7 @@ packages = [{ include = "csvy" }] [tool.poetry.dependencies] python = "^3.9" PyYAML = "^6.0" -pydantic = "^2.9.2" +pydantic = {extras = ["eval-type-backport"], version = "^2.9.2"} # A list of all of the optional dependencies, which are included in the # below `extras`. 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They can be opted into by apps. From 73823faf220adb9258fa3de52f0e66c3b1a07d2e Mon Sep 17 00:00:00 2001 From: Diego Alonso Alvarez Date: Wed, 23 Oct 2024 17:05:51 +0100 Subject: [PATCH 07/26] :sparkles: Add column validator and associated classes. --- csvy/validators.py | 119 ++++++++++++++++++++++++++++++++++++++++++++- 1 file changed, 117 insertions(+), 2 deletions(-) diff --git a/csvy/validators.py b/csvy/validators.py index 4900c5e..605a223 100644 --- a/csvy/validators.py +++ b/csvy/validators.py @@ -1,8 +1,11 @@ """Module that contains validators for the CSVY file format.""" +from __future__ import annotations + import csv from collections.abc import Mapping -from typing import Any, Callable, Optional, TypeVar +from enum import Enum +from typing import Any, Callable, TypeVar from pydantic import BaseModel, Field @@ -95,6 +98,8 @@ def header_to_dict(header: dict[str, Any]) -> dict[str, Any]: return validated_header +# CSV Dialect-related validation + # Create a generic variable that can be 'Parent', or any subclass. T = TypeVar("T", bound="CSVDialectValidator") @@ -127,7 +132,7 @@ class CSVDialectValidator(BaseModel): delimiter: str = Field(default=",") doublequote: bool = Field(default=True) - escapechar: Optional[str] = Field(default=None) + escapechar: str | None = Field(default=None) lineterminator: str = Field(default="\r\n") quotechar: str = Field(default='"') skipinitialspace: bool = Field(default=False) @@ -223,3 +228,113 @@ def unix_dialect(cls: type[T]) -> T: quotechar=unix.quotechar or '"', skipinitialspace=unix.skipinitialspace, ) + + +# Table Schema-related validation + + +class TypeEnum(str, Enum): + """Enumeration of the possible types for the Table Schema.""" + + STRING = "string" + INTEGER = "integer" + BOOLEAN = "boolean" + OBJECT = "object" + ARRAY = "array" + DATE = "date" + TIME = "time" + DATETIME = "datetime" + YEAR = "year" + YEARMONTH = "yearmonth" + DURATION = "duration" + GEOPOINT = "geopoint" + GEOJSON = "geojson" + ANY = "any" + + +class ConstraintsValidator(BaseModel): + """Validator for the constraints in the Table Schema. + + This class is used to validate the constraints in the Table Schema. It is based on + the constraints defined in the Table Schema specification. + + Attributes: + required: A boolean indicating if the value is required. + unique: A boolean indicating if the value is unique. + minimum: The minimum of the value. Applies to types: integer, number, date, + time, datetime, year, yearmonth. + maximum: The maximum value. Applies to types: integer, number, date, + time, datetime, year, yearmonth. + minLength: The minimum length of the field. Applies to collections (string, + array, object). + maxLength: The maximum length of the field. Applies to collections (string, + array, object). + pattern: A regular expression pattern that the value must match. Applies to + types: string. + enum: A list of possible values for the field. + + """ + + required: bool | None = Field(None) + unique: bool | None = Field(None) + minimum: int | float | None = Field(None) + maximum: int | float | None = Field(None) + minLength: int | None = Field(None) + maxLength: int | None = Field(None) + pattern: str | None = Field(None) + enum: list[Any] | None = Field(None) + + +class ColumnValidator(BaseModel): + """Validator for the columns in the Table Schema. + + This class is used to validate the columns in the Table Schema. It is based on the + columns defined in the Table Schema specification. + + Attributes: + name: The name of the column. + title: A nicer human readable label or title for the field. + type_: A string specifying the type. + format_: A string specifying a format. + example: An example value for the field. + description: A description for the field. + constraints: A dictionary of constraints for the field. + + """ + + name: str = Field(..., description="Column name.") + title: str | None = Field( + None, description="A nicer human readable label or title for the field." + ) + type_: TypeEnum | None = Field( + None, alias="type", description="A string specifying the type." + ) + format_: str | None = Field( + None, alias="format", description="A string specifying a format." + ) + example: str | None = Field(None, description="An example value for the field.") + description: str | None = Field(None, description="A description for the field.") + constraints: ConstraintsValidator | None = Field( + None, description="A dictionary of constraints for the field." + ) + + def model_dump(self, *args, **kwargs) -> dict[str, Any]: + """Dump the model to a dictionary. + + This method dumps the model to a dictionary. It sets exclude_unset to True and + by_alias to True, so that only the attributes that were set are included in the + dictionary and their aliases are always used. + + Finally, it converts the attributes that are Enum instances to their values. + + Returns: + A dictionary with the model attributes. + + """ + kwargs["exclude_unset"] = True + kwargs["by_alias"] = True + output = super().model_dump(*args, **kwargs) + for key, value in output.items(): + if isinstance(value, Enum): + output[key] = value.value + return output From ad1c9ae7a3d74023b0a900a71dc98f54f687bbd5 Mon Sep 17 00:00:00 2001 From: Diego Alonso Alvarez Date: Thu, 24 Oct 2024 10:55:54 +0100 Subject: [PATCH 08/26] :sparkles: Support python 3.9. --- csvy/validators.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/csvy/validators.py b/csvy/validators.py index 605a223..6e49c08 100644 --- a/csvy/validators.py +++ b/csvy/validators.py @@ -2,6 +2,8 @@ from __future__ import annotations +from __future__ import annotations + import csv from collections.abc import Mapping from enum import Enum From 801fdefc1b6df049a58351e025ec28f6168176ab Mon Sep 17 00:00:00 2001 From: Diego Alonso Alvarez Date: Thu, 24 Oct 2024 11:13:11 +0100 Subject: [PATCH 09/26] :sparkles: Support python 3.9, again. --- csvy/validators.py | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/csvy/validators.py b/csvy/validators.py index 6e49c08..48bcf30 100644 --- a/csvy/validators.py +++ b/csvy/validators.py @@ -2,12 +2,10 @@ from __future__ import annotations -from __future__ import annotations - import csv from collections.abc import Mapping from enum import Enum -from typing import Any, Callable, TypeVar +from typing import Any, Callable, TypeVar, Union from pydantic import BaseModel, Field @@ -134,7 +132,7 @@ class CSVDialectValidator(BaseModel): delimiter: str = Field(default=",") doublequote: bool = Field(default=True) - escapechar: str | None = Field(default=None) + escapechar: Union[str, None] = Field(default=None) lineterminator: str = Field(default="\r\n") quotechar: str = Field(default='"') skipinitialspace: bool = Field(default=False) From cdd61cdcf6d26445d77f9cf6ffacfe2863954b58 Mon Sep 17 00:00:00 2001 From: Diego Alonso Alvarez Date: Thu, 24 Oct 2024 11:18:22 +0100 Subject: [PATCH 10/26] Revert ":sparkles: Support python 3.9, again." This reverts commit 739792d090bdc2c3e96b22be5466b4dd11e19e2a. --- csvy/validators.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/csvy/validators.py b/csvy/validators.py index 48bcf30..6e49c08 100644 --- a/csvy/validators.py +++ b/csvy/validators.py @@ -2,10 +2,12 @@ from __future__ import annotations +from __future__ import annotations + import csv from collections.abc import Mapping from enum import Enum -from typing import Any, Callable, TypeVar, Union +from typing import Any, Callable, TypeVar from pydantic import BaseModel, Field @@ -132,7 +134,7 @@ class CSVDialectValidator(BaseModel): delimiter: str = Field(default=",") doublequote: bool = Field(default=True) - escapechar: Union[str, None] = Field(default=None) + escapechar: str | None = Field(default=None) lineterminator: str = Field(default="\r\n") quotechar: str = Field(default='"') skipinitialspace: bool = Field(default=False) From 7d9386054ffb83f3845c09358ddb59f36e05612c Mon Sep 17 00:00:00 2001 From: Diego Alonso Alvarez Date: Thu, 24 Oct 2024 11:22:32 +0100 Subject: [PATCH 11/26] :heavy_plus_sign: Add extra pydantic helper dpeendency. --- poetry.lock | 230 ++++++++++++++++++++++++------------------------- pyproject.toml | 2 +- 2 files changed, 116 insertions(+), 116 deletions(-) diff --git a/poetry.lock b/poetry.lock index bc3deb3..c577946 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.5 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand. [[package]] name = "annotated-types" @@ -13,19 +13,19 @@ files = [ [[package]] name = "attrs" -version = "24.2.0" +version = "24.3.0" description = "Classes Without Boilerplate" optional = false -python-versions = ">=3.7" +python-versions = ">=3.8" files = [ - {file = "attrs-24.2.0-py3-none-any.whl", hash = "sha256:81921eb96de3191c8258c199618104dd27ac608d9366f5e35d011eae1867ede2"}, - {file = "attrs-24.2.0.tar.gz", hash = "sha256:5cfb1b9148b5b086569baec03f20d7b6bf3bcacc9a42bebf87ffaaca362f6346"}, + {file = "attrs-24.3.0-py3-none-any.whl", hash = "sha256:ac96cd038792094f438ad1f6ff80837353805ac950cd2aa0e0625ef19850c308"}, + {file = "attrs-24.3.0.tar.gz", hash = "sha256:8f5c07333d543103541ba7be0e2ce16eeee8130cb0b3f9238ab904ce1e85baff"}, ] [package.extras] benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"] cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] -dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] +dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"] tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"] @@ -46,13 +46,13 @@ dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"] [[package]] name = "certifi" -version = "2024.8.30" +version = "2024.12.14" description = "Python package for providing Mozilla's CA Bundle." optional = false python-versions = ">=3.6" files = [ - {file = 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They can be opted into by apps. From aff62f25a4e985446f405bdb8fd04fb97665be4a Mon Sep 17 00:00:00 2001 From: Diego Alonso Alvarez Date: Thu, 19 Dec 2024 08:53:17 +0000 Subject: [PATCH 13/26] Fix messy rebasing. --- csvy/validators.py | 2 -- 1 file changed, 2 deletions(-) diff --git a/csvy/validators.py b/csvy/validators.py index 6e49c08..605a223 100644 --- a/csvy/validators.py +++ b/csvy/validators.py @@ -2,8 +2,6 @@ from __future__ import annotations -from __future__ import annotations - import csv from collections.abc import Mapping from enum import Enum From d0bf9d2c5674e7ecd9aa848a5aa3f2ab9505084f Mon Sep 17 00:00:00 2001 From: Diego Alonso Alvarez Date: Thu, 19 Dec 2024 10:50:06 +0000 Subject: [PATCH 14/26] :sparkles: Implement several type-specific validators. --- csvy/validators.py | 158 +++++++++++++++++++++++++++++++++++++++++++-- 1 file changed, 152 insertions(+), 6 deletions(-) diff --git a/csvy/validators.py b/csvy/validators.py index 605a223..0a93008 100644 --- a/csvy/validators.py +++ b/csvy/validators.py @@ -5,7 +5,7 @@ import csv from collections.abc import Mapping from enum import Enum -from typing import Any, Callable, TypeVar +from typing import Annotated, Any, Callable, Literal, TypeVar from pydantic import BaseModel, Field @@ -237,6 +237,7 @@ class TypeEnum(str, Enum): """Enumeration of the possible types for the Table Schema.""" STRING = "string" + NUMBER = "number" INTEGER = "integer" BOOLEAN = "boolean" OBJECT = "object" @@ -252,6 +253,22 @@ class TypeEnum(str, Enum): ANY = "any" +class FormatDefault(str, Enum): + """Enumeration of the possible formats for the Table Schema.""" + + DEFAULT = "default" + + +class FormatString(str, Enum): + """Enumeration of the possible formats for the Table Schema for the string type.""" + + DEFAULT = "default" + EMAIL = "email" + URI = "uri" + BINARY = "binary" + UUID = "uuid" + + class ConstraintsValidator(BaseModel): """Validator for the constraints in the Table Schema. @@ -285,7 +302,7 @@ class ConstraintsValidator(BaseModel): enum: list[Any] | None = Field(None) -class ColumnValidator(BaseModel): +class CommonValidator(BaseModel): """Validator for the columns in the Table Schema. This class is used to validate the columns in the Table Schema. It is based on the @@ -295,7 +312,6 @@ class ColumnValidator(BaseModel): name: The name of the column. title: A nicer human readable label or title for the field. type_: A string specifying the type. - format_: A string specifying a format. example: An example value for the field. description: A description for the field. constraints: A dictionary of constraints for the field. @@ -309,9 +325,6 @@ class ColumnValidator(BaseModel): type_: TypeEnum | None = Field( None, alias="type", description="A string specifying the type." ) - format_: str | None = Field( - None, alias="format", description="A string specifying a format." - ) example: str | None = Field(None, description="An example value for the field.") description: str | None = Field(None, description="A description for the field.") constraints: ConstraintsValidator | None = Field( @@ -338,3 +351,136 @@ def model_dump(self, *args, **kwargs) -> dict[str, Any]: if isinstance(value, Enum): output[key] = value.value return output + + +class DefaultColumnValidator(CommonValidator): + """Default column validator for anything that does not have a specific one. + + Attributes: + type_: A string specifying the type, valid values are any of the TypeEnum that + do not have a specific validator. + format_: A string specifying a format, with valid values being 'default' and + None. + + """ + + type_: ( + Literal[ + TypeEnum.OBJECT, + TypeEnum.ARRAY, + TypeEnum.YEAR, + TypeEnum.YEARMONTH, + TypeEnum.DURATION, + TypeEnum.ANY, + ] + | None + ) = Field(None, alias="type", description="A string specifying the type.") + format_: FormatDefault | None = Field( + None, alias="format", description="A string specifying a format." + ) + + +class StringColumnValidator(CommonValidator): + """Validator for the string columns in the Table Schema. + + This class is used to validate the string columns in the Table Schema. It is based + on the columns defined in the Table Schema specification. + + Attributes: + type_: A string specifying the type, with valid values being 'string'. + format_: A string specifying a format, with valid values being 'default', + 'email', 'uri', 'binary', 'uuid' and None. + + """ + + type_: Literal[TypeEnum.STRING] = Field( + TypeEnum.STRING, alias="type", description="A string specifying the type." + ) + format_: FormatString | None = Field( + None, alias="format", description="A string specifying a format." + ) + + +class NumberColumnValidator(CommonValidator): + """Validator for the number columns in the Table Schema. + + This class is used to validate the number columns in the Table Schema. It is based + on the columns defined in the Table Schema specification. + + Attributes: + type_: A string specifying the type, with valid values being 'number'. + format_: A string specifying a format, with valid values being 'default' and + None. + decimalChar: The character used to separate the integer and fractional. If + None, '.' is used. + groupChar: The character used to separate groups of thousands. None assumed. + bareNumber: If True, the number is a bare number, without any formatting. If + None, True is used. If false the contents of this field may contain leading + and/or trailing non-numeric characters that must be stripped to parse the + number, eg. '95%', '£50.5'. + + """ + + type_: Literal[TypeEnum.NUMBER] = Field( + TypeEnum.NUMBER, alias="type", description="A string specifying the type." + ) + format_: FormatDefault | None = Field( + None, alias="format", description="A string specifying a format." + ) + decimalChar: str | None = Field( + None, + description="The character used to separate the integer and fractional. " + + "If None, '.' is used.", + ) + groupChar: str | None = Field( + None, description="The character used to separate groups of thousands." + ) + bareNumber: bool | None = Field( + None, + description="If True, the number is a bare number, without any formatting." + + "If None, True is used. If false the contents of this field may contain " + + "leading and/or trailing non-numeric characters that must be stripped to " + + "parse the number, eg. '95%', '£50.5'.", + ) + + +class IntegerColumnValidator(CommonValidator): + """Validator for the integer columns in the Table Schema. + + This class is used to validate the integer columns in the Table Schema. It is based + on the columns defined in the Table Schema specification. + + Attributes: + type_: A string specifying the type, with valid values being 'integer'. + format_: A string specifying a format, with valid values being 'default' and + None. + bareNumber: If True, the number is a bare number, without any formatting. If + None, True is used. If false the contents of this field may contain leading + and/or trailing non-numeric characters that must be stripped to parse the + number, eg. '95%', '£50'. + + """ + + type_: Literal[TypeEnum.INTEGER] = Field( + TypeEnum.INTEGER, alias="type", description="A string specifying the type." + ) + format_: FormatDefault | None = Field( + None, alias="format", description="A string specifying a format." + ) + bareNumber: bool | None = Field( + None, + description="If True, the number is a bare number, without any formatting." + + "If None, True is used. If false the contents of this field may contain " + + "leading and/or trailing non-numeric characters that must be stripped to " + + "parse the number, eg. '95%', '£50'.", + ) + + +ColumnValidator = Annotated[ + DefaultColumnValidator + | StringColumnValidator + | NumberColumnValidator + | IntegerColumnValidator, + Field(discriminator="type_"), +] +"""Annotated type for the ColumnValidator.""" From e633ee129475e57c64e9ea9a2336c1ae8d430663 Mon Sep 17 00:00:00 2001 From: Diego Alonso Alvarez Date: Thu, 19 Dec 2024 10:52:53 +0000 Subject: [PATCH 15/26] :sparkles: Add BooleanColumnValidator --- csvy/validators.py | 35 +++++++++++++++++++++++++++++++++++ 1 file changed, 35 insertions(+) diff --git a/csvy/validators.py b/csvy/validators.py index 0a93008..8843f70 100644 --- a/csvy/validators.py +++ b/csvy/validators.py @@ -476,6 +476,41 @@ class IntegerColumnValidator(CommonValidator): ) +class BooleanColumnValidator(CommonValidator): + """Validator for the boolean columns in the Table Schema. + + This class is used to validate the boolean columns in the Table Schema. It is based + on the columns defined in the Table Schema specification. + + Attributes: + type_: A string specifying the type, with valid values being 'boolean'. + format_: A string specifying a format, with valid values being 'default' and + None. + trueValues: A list of strings that should be considered as True. If None, + ['true', 'True', 'TRUE', '1'] is used. + falseValues: A list of strings that should be considered as False. If None, + ['false', 'False', 'FALSE', '0'] is used + + """ + + type_: Literal[TypeEnum.BOOLEAN] = Field( + TypeEnum.BOOLEAN, alias="type", description="A string specifying the type." + ) + format_: FormatDefault | None = Field( + None, alias="format", description="A string specifying a format." + ) + trueValues: list[str] | None = Field( + None, + description="A list of strings that should be considered as True. If None, " + + "['true', 'True', 'TRUE', '1'] is used.", + ) + falseValues: list[str] | None = Field( + None, + description="A list of strings that should be considered as False. If None, " + + "['false', 'False', 'FALSE', '0'] is used.", + ) + + ColumnValidator = Annotated[ DefaultColumnValidator | StringColumnValidator From 44488aa540409b5dd4f6baa9d85e6555064e8922 Mon Sep 17 00:00:00 2001 From: Diego Alonso Alvarez Date: Thu, 19 Dec 2024 11:04:40 +0000 Subject: [PATCH 16/26] :sparkles: Add DateTimeColumnValidator. --- csvy/validators.py | 44 +++++++++++++++++++++++++++++++++++++++++++- 1 file changed, 43 insertions(+), 1 deletion(-) diff --git a/csvy/validators.py b/csvy/validators.py index 8843f70..9b333c2 100644 --- a/csvy/validators.py +++ b/csvy/validators.py @@ -269,6 +269,20 @@ class FormatString(str, Enum): UUID = "uuid" +class FormatDateTime(str, Enum): + """Enumeration of the formats for the Table Schema for the datetime type. + + default: Declares that the datetime objects follows the ISO8601 format. + - datetime: YYYY-MM-DD + - time: hh:mm:ss in 24-hour time and UTC timezone. + - datetime: YYYY-MM-DDThh:mm:ssZ in 24-hour time and UTC timezone. + any: Any parsable datetime format. + """ + + DEFAULT = "default" + ANY = "any" + + class ConstraintsValidator(BaseModel): """Validator for the constraints in the Table Schema. @@ -511,11 +525,39 @@ class BooleanColumnValidator(CommonValidator): ) +class DateTimeColumnValidator(CommonValidator): + """Validator for the datetime columns in the Table Schema. + + This class is used to validate the datetime columns in the Table Schema. It is based + on the columns defined in the Table Schema specification. + + Attributes: + type_: A string specifying the type, with valid values being 'datetime'. + format_: A string specifying a format. It can be 'default' or 'any', or a string + with a custom format parsable by Python / C standard 'strptime', eg. + '%d/%m/%y'. + + """ + + type_: Literal[TypeEnum.DATETIME, TypeEnum.DATE, TypeEnum.TIME] = Field( + TypeEnum.DATETIME, alias="type", description="A string specifying the type." + ) + format_: FormatDateTime | str | None = Field( + None, + alias="format", + description="A string specifying a format. It can be " + + "'default' or 'any', or a string with a custom format parsable by Python / C " + + "standard 'strptime', eg. '%d/%m/%y'.", + ) + + ColumnValidator = Annotated[ DefaultColumnValidator | StringColumnValidator | NumberColumnValidator - | IntegerColumnValidator, + | IntegerColumnValidator + | BooleanColumnValidator + | DateTimeColumnValidator, Field(discriminator="type_"), ] """Annotated type for the ColumnValidator.""" From 8113d43d68a851772688149bde485f4517fcb1a6 Mon Sep 17 00:00:00 2001 From: Diego Alonso Alvarez Date: Thu, 19 Dec 2024 11:12:48 +0000 Subject: [PATCH 17/26] :sparkles: Add the Geopoint and GeoJSON column validators. --- csvy/validators.py | 77 +++++++++++++++++++++++++++++++++++++++++++++- 1 file changed, 76 insertions(+), 1 deletion(-) diff --git a/csvy/validators.py b/csvy/validators.py index 9b333c2..40ae29c 100644 --- a/csvy/validators.py +++ b/csvy/validators.py @@ -283,6 +283,37 @@ class FormatDateTime(str, Enum): ANY = "any" +class FormatGeoPoint(str, Enum): + """Enumeration of the formats for the Table Schema for the geopoint type. + + default: Declares that the geopoint objects follows the ISO6709 format, ie. + latitude and longitude, are provided as a string, eg. '37.7749,-122.4194'. + array: Declares that the geopoint objects are an array with two numbers, eg. + [37.7749, -122.4194]. + object: Declares that the geopoint objects are JSON object with with 'lon' + and 'lat' keys, eg. "{'lat': 37.7749, 'lon': -122.4194}". + + """ + + DEFAULT = "default" + ARRAY = "array" + OBJECT = "object" + + +class FormatGeoJSON(str, Enum): + """Enumeration of the formats for the Table Schema for the geojson type. + + default: Declares that the geojson objects are JSON objects that follow the + GeoJSON specification. + topojson: Declares that the geojson objects are JSON objects that follow the + TopoJSON specification. + + """ + + DEFAULT = "default" + TOPOJSON = "topojson" + + class ConstraintsValidator(BaseModel): """Validator for the constraints in the Table Schema. @@ -551,13 +582,57 @@ class DateTimeColumnValidator(CommonValidator): ) +class GeopointColumnValidator(CommonValidator): + """Validator for the geopoint columns in the Table Schema. + + This class is used to validate the geopoint columns in the Table Schema. It is based + on the columns defined in the Table Schema specification. + + Attributes: + type_: A string specifying the type, with valid values being 'geopoint'. + format_: A string specifying a format, with valid values being 'default', + 'array', 'object' and None. + + """ + + type_: Literal[TypeEnum.GEOPOINT] = Field( + TypeEnum.GEOPOINT, alias="type", description="A string specifying the type." + ) + format_: FormatGeoPoint | None = Field( + None, alias="format", description="A string specifying a format." + ) + + +class GeoJSONColumnValidator(CommonValidator): + """Validator for the geojson columns in the Table Schema. + + This class is used to validate the geojson columns in the Table Schema. It is based + on the columns defined in the Table Schema specification. + + Attributes: + type_: A string specifying the type, with valid values being 'geojson'. + format_: A string specifying a format, with valid values being 'default', + 'topojson' and None. + + """ + + type_: Literal[TypeEnum.GEOJSON] = Field( + TypeEnum.GEOJSON, alias="type", description="A string specifying the type." + ) + format_: FormatGeoJSON | None = Field( + None, alias="format", description="A string specifying a format." + ) + + ColumnValidator = Annotated[ DefaultColumnValidator | StringColumnValidator | NumberColumnValidator | IntegerColumnValidator | BooleanColumnValidator - | DateTimeColumnValidator, + | DateTimeColumnValidator + | GeopointColumnValidator + | GeoJSONColumnValidator, Field(discriminator="type_"), ] """Annotated type for the ColumnValidator.""" From 4fae5097be4654306055e368a4a196f17e5bc301 Mon Sep 17 00:00:00 2001 From: Diego Alonso Alvarez Date: Thu, 19 Dec 2024 11:36:27 +0000 Subject: [PATCH 18/26] :sparkles: Add SchemaValidator. --- csvy/validators.py | 67 +++++++++++++++++++++++++++++++++++++--------- 1 file changed, 54 insertions(+), 13 deletions(-) diff --git a/csvy/validators.py b/csvy/validators.py index 40ae29c..3c804bc 100644 --- a/csvy/validators.py +++ b/csvy/validators.py @@ -409,17 +409,15 @@ class DefaultColumnValidator(CommonValidator): """ - type_: ( - Literal[ - TypeEnum.OBJECT, - TypeEnum.ARRAY, - TypeEnum.YEAR, - TypeEnum.YEARMONTH, - TypeEnum.DURATION, - TypeEnum.ANY, - ] - | None - ) = Field(None, alias="type", description="A string specifying the type.") + type_: Literal[ + TypeEnum.OBJECT, + TypeEnum.ARRAY, + TypeEnum.YEAR, + TypeEnum.YEARMONTH, + TypeEnum.DURATION, + TypeEnum.ANY, + None, + ] = Field(None, alias="type", description="A string specifying the type.") format_: FormatDefault | None = Field( None, alias="format", description="A string specifying a format." ) @@ -625,8 +623,7 @@ class GeoJSONColumnValidator(CommonValidator): ColumnValidator = Annotated[ - DefaultColumnValidator - | StringColumnValidator + StringColumnValidator | NumberColumnValidator | IntegerColumnValidator | BooleanColumnValidator @@ -636,3 +633,47 @@ class GeoJSONColumnValidator(CommonValidator): Field(discriminator="type_"), ] """Annotated type for the ColumnValidator.""" + + +@register_validator("schema") +class SchemaValidator(BaseModel): + """Validator for the Table Schema in the CSVY file. + + This class is used to validate the Table Schema in the CSVY file. It is based on the + schema defined in the Table Schema specification. + + Attributes: + fields: A list of column validators. + + """ + + fields: list[ColumnValidator | DefaultColumnValidator] = Field( + ..., description="A list of column validators." + ) + missingValues: list[str] | None = Field( + None, + description="A list of strings that should be considered as missing values. " + + "If None, [''] (an empty string) is used.", + ) + + def model_dump(self, *args, **kwargs) -> dict[str, Any]: + """Dump the model to a dictionary. + + This method dumps the model to a dictionary. It sets exclude_unset to True and + by_alias to True, so that only the attributes that were set are included in the + dictionary and their aliases are always used. + + Finally, it converts the attributes that are Enum instances to their values. + + Returns: + A dictionary with the model attributes. + + """ + kwargs["exclude_unset"] = True + kwargs["by_alias"] = True + output = super().model_dump(*args, **kwargs) + for field in output["fields"]: + for key, value in field.items(): + if isinstance(value, Enum): + field[key] = value.value + return output From 051cd3e02f3fc5b753642f2880d65adce6367126 Mon Sep 17 00:00:00 2001 From: Diego Alonso Alvarez Date: Thu, 19 Dec 2024 13:27:42 +0000 Subject: [PATCH 19/26] :recycle: Split code in validators.py. --- csvy/validators/__init__.py | 65 +++++ csvy/validators/csv_dialect.py | 139 +++++++++++ csvy/validators/registry.py | 38 +++ .../table_schema.py} | 229 +----------------- tests/test_validators.py | 2 +- 5 files changed, 246 insertions(+), 227 deletions(-) create mode 100644 csvy/validators/__init__.py create mode 100644 csvy/validators/csv_dialect.py create mode 100644 csvy/validators/registry.py rename csvy/{validators.py => validators/table_schema.py} (66%) diff --git a/csvy/validators/__init__.py b/csvy/validators/__init__.py new file mode 100644 index 0000000..79d622d --- /dev/null +++ b/csvy/validators/__init__.py @@ -0,0 +1,65 @@ +"""Validators for the CSVY format.""" + +from collections.abc import Mapping +from typing import Any + +from pydantic import BaseModel + +from .csv_dialect import CSVDialectValidator # noqa: F401 +from .registry import VALIDATORS_REGISTRY, register_validator # noqa: F401 +from .table_schema import SchemaValidator # noqa: F401 + + +def validate_header(header: dict[str, Any]) -> dict[str, Any]: + """Run the validators on the header. + + This function runs the validators on the header. It uses the keys of the header to + find the validators in the registry and runs them on the corresponding values. As + a result, some values in the header may be replaced by the validated values in the + form of Pydantic models. + + If the header is an already validated header, the Pydantic models within, if any, + are dumped to dictionaries and re-validated, again. This accounts for the case where + attributes of the Pydantic models are changed to invalid values. + + Args: + header: The header of the CSVY file. + + Returns: + The validated header. + + """ + validated_header: dict[str, Any] = {} + for key, value in header.items(): + value_ = value.model_dump() if isinstance(value, BaseModel) else value + if key in VALIDATORS_REGISTRY: + if not isinstance(value_, Mapping): + raise TypeError( + f"Value for '{key}' must be a mapping, not a '{type(value_)}'." + ) + validator = VALIDATORS_REGISTRY[key] + validated_header[key] = validator(**value_) + else: + validated_header[key] = value_ + return validated_header + + +def header_to_dict(header: dict[str, Any]) -> dict[str, Any]: + """Transform the header into a serializable dictionary. + + Transforms the header with validators to a header with dictionaries that can be + saved as yaml. + + Args: + header: Dictionary to be saved as the header of the CSVY file. + + Returns: + The validated header, as a serializable dictionary. + + """ + validated_header = {} + for key, value in header.items(): + validated_header[key] = ( + value.model_dump() if isinstance(value, BaseModel) else value + ) + return validated_header diff --git a/csvy/validators/csv_dialect.py b/csvy/validators/csv_dialect.py new file mode 100644 index 0000000..9cd2f3c --- /dev/null +++ b/csvy/validators/csv_dialect.py @@ -0,0 +1,139 @@ +"""CSV Dialect-related validation.""" + +from __future__ import annotations + +import csv +from typing import TypeVar + +from pydantic import BaseModel, Field + +from .registry import register_validator + +# Create a generic variable that can be 'Parent', or any subclass. +T = TypeVar("T", bound="CSVDialectValidator") + + +@register_validator("csv_dialect") +class CSVDialectValidator(BaseModel): + r"""Implements a validator for CSV Dialects. + + This class is used to validate the CSV Dialects in the CSVY file. It is based on the + `csv.Dialect` class from the Python Standard Library. It does not include the + 'quoting' attribute, as it is not serializable as JSON or easy to understand by + other tools, but rather a python specific thing. + + Attributes: + delimiter: A one-character string used to separate fields. + doublequote: Controls how instances of quotechar appearing inside a field should + themselves be quoted. When True, the character is doubled. When False, the + escapechar is used as a prefix to the quotechar. It defaults to True. + escapechar: A one-character string used by the writer to escape the delimiter. + It defaults to None. + lineterminator: The string used to terminate lines produced by the writer. It + defaults to '\\r\\n'. + quotechar: A one-character string used to quote fields containing special + characters, such as the delimiter or quotechar, or which contain new-line + characters. It defaults to '"'. + skipinitialspace: When True, whitespace immediately following the delimiter is + ignored. It defaults to False. + + """ + + delimiter: str = Field(default=",") + doublequote: bool = Field(default=True) + escapechar: str | None = Field(default=None) + lineterminator: str = Field(default="\r\n") + quotechar: str = Field(default='"') + skipinitialspace: bool = Field(default=False) + + def to_dialect(self) -> csv.Dialect: + """Convert the validator to a custom csv.Dialect object. + + This method converts the validator to a custom csv.Dialect object that can be + used to read or write CSV files with the specified dialect. + + For 'quoting', the default value is used, as it is not serializable. + + Returns: + A custom csv.Dialect object with the specified attributes. + + """ + dialect = type( + "CustomDialect", + (csv.Dialect,), + { + "delimiter": self.delimiter, + "doublequote": self.doublequote, + "escapechar": self.escapechar, + "lineterminator": self.lineterminator, + "quotechar": self.quotechar, + "skipinitialspace": self.skipinitialspace, + "quoting": csv.QUOTE_MINIMAL, # This is not serializable. + }, + ) + return dialect() + + @classmethod + def excel(cls: type[T]) -> T: + """Return a validator for the Excel CSV Dialect. + + This method returns a validator for the Excel CSV Dialect, which is a common + dialect used in Excel files. + + Returns: + A validator for the Excel CSV Dialect. + + """ + excel = csv.excel() + return cls( + delimiter=excel.delimiter, + doublequote=excel.doublequote, + escapechar=excel.escapechar, + lineterminator=excel.lineterminator, + quotechar=excel.quotechar or '"', + skipinitialspace=excel.skipinitialspace, + ) + + @classmethod + def excel_tab(cls: type[T]) -> T: + """Return a validator for the Excel Tab CSV Dialect. + + This method returns a validator for the Excel Tab CSV Dialect, which is a common + dialect used in Excel files with tab delimiters. + + `excel` has not parameter `strict` so that one is ignored. + + Returns: + A validator for the Excel Tab CSV Dialect. + + """ + excel_tab = csv.excel_tab() + return cls( + delimiter=excel_tab.delimiter, + doublequote=excel_tab.doublequote, + escapechar=excel_tab.escapechar, + lineterminator=excel_tab.lineterminator, + quotechar=excel_tab.quotechar or '"', + skipinitialspace=excel_tab.skipinitialspace, + ) + + @classmethod + def unix_dialect(cls: type[T]) -> T: + """Return a validator for the Unix CSV Dialect. + + This method returns a validator for the Unix CSV Dialect, which is a common + dialect used in Unix files. + + Returns: + A validator for the Unix CSV Dialect. + + """ + unix = csv.unix_dialect() + return cls( + delimiter=unix.delimiter, + doublequote=unix.doublequote, + escapechar=unix.escapechar, + lineterminator=unix.lineterminator, + quotechar=unix.quotechar or '"', + skipinitialspace=unix.skipinitialspace, + ) diff --git a/csvy/validators/registry.py b/csvy/validators/registry.py new file mode 100644 index 0000000..b06fd20 --- /dev/null +++ b/csvy/validators/registry.py @@ -0,0 +1,38 @@ +"""Registry of validators to run on the header.""" + +from typing import Callable + +from pydantic import BaseModel + +VALIDATORS_REGISTRY: dict[str, type[BaseModel]] = {} +"""Registry of validators to run on the header.""" + + +def register_validator( + name: str, overwrite: bool = False +) -> Callable[[type[BaseModel]], type[BaseModel]]: + """Register a validator in the registry. + + This function is a decorator that registers a validator in the registry. The name + of the validator is used as the key in the registry. + + Args: + name: The name of the validator. + overwrite: Whether to overwrite the validator if it already exists. + + Returns: + The decorator function that registers the validator. + + """ + + def decorator(cls: type[BaseModel]) -> type[BaseModel]: + if not issubclass(cls, BaseModel): + raise TypeError("Validators must be subclasses of pydantic.BaseModel.") + + if name in VALIDATORS_REGISTRY and not overwrite: + raise ValueError(f"Validator with name '{name}' already exists.") + + VALIDATORS_REGISTRY[name] = cls + return cls + + return decorator diff --git a/csvy/validators.py b/csvy/validators/table_schema.py similarity index 66% rename from csvy/validators.py rename to csvy/validators/table_schema.py index 3c804bc..dd3e141 100644 --- a/csvy/validators.py +++ b/csvy/validators/table_schema.py @@ -1,236 +1,13 @@ -"""Module that contains validators for the CSVY file format.""" +"""Module that contains validators for the table schema.""" from __future__ import annotations -import csv -from collections.abc import Mapping from enum import Enum -from typing import Annotated, Any, Callable, Literal, TypeVar +from typing import Annotated, Any, Literal from pydantic import BaseModel, Field -VALIDATORS_REGISTRY: dict[str, type[BaseModel]] = {} -"""Registry of validators to run on the header.""" - - -def register_validator( - name: str, overwrite: bool = False -) -> Callable[[type[BaseModel]], type[BaseModel]]: - """Register a validator in the registry. - - This function is a decorator that registers a validator in the registry. The name - of the validator is used as the key in the registry. - - Args: - name: The name of the validator. - overwrite: Whether to overwrite the validator if it already exists. - - Returns: - The decorator function that registers the validator. - - """ - - def decorator(cls: type[BaseModel]) -> type[BaseModel]: - if not issubclass(cls, BaseModel): - raise TypeError("Validators must be subclasses of pydantic.BaseModel.") - - if name in VALIDATORS_REGISTRY and not overwrite: - raise ValueError(f"Validator with name '{name}' already exists.") - - VALIDATORS_REGISTRY[name] = cls - return cls - - return decorator - - -def validate_header(header: dict[str, Any]) -> dict[str, Any]: - """Run the validators on the header. - - This function runs the validators on the header. It uses the keys of the header to - find the validators in the registry and runs them on the corresponding values. As - a result, some values in the header may be replaced by the validated values in the - form of Pydantic models. - - If the header is an already validated header, the Pydantic models within, if any, - are dumped to dictionaries and re-validated, again. This accounts for the case where - attributes of the Pydantic models are changed to invalid values. - - Args: - header: The header of the CSVY file. - - Returns: - The validated header. - - """ - validated_header: dict[str, Any] = {} - for key, value in header.items(): - value_ = value.model_dump() if isinstance(value, BaseModel) else value - if key in VALIDATORS_REGISTRY: - if not isinstance(value_, Mapping): - raise TypeError( - f"Value for '{key}' must be a mapping, not a '{type(value_)}'." - ) - validator = VALIDATORS_REGISTRY[key] - validated_header[key] = validator(**value_) - else: - validated_header[key] = value_ - return validated_header - - -def header_to_dict(header: dict[str, Any]) -> dict[str, Any]: - """Transform the header into a serializable dictionary. - - Transforms the header with validators to a header with dictionaries that can be - saved as yaml. - - Args: - header: Dictionary to be saved as the header of the CSVY file. - - Returns: - The validated header, as a serializable dictionary. - - """ - validated_header = {} - for key, value in header.items(): - validated_header[key] = ( - value.model_dump() if isinstance(value, BaseModel) else value - ) - return validated_header - - -# CSV Dialect-related validation - -# Create a generic variable that can be 'Parent', or any subclass. -T = TypeVar("T", bound="CSVDialectValidator") - - -@register_validator("csv_dialect") -class CSVDialectValidator(BaseModel): - r"""Implements a validator for CSV Dialects. - - This class is used to validate the CSV Dialects in the CSVY file. It is based on the - `csv.Dialect` class from the Python Standard Library. It does not include the - 'quoting' attribute, as it is not serializable as JSON or easy to understand by - other tools, but rather a python specific thing. - - Attributes: - delimiter: A one-character string used to separate fields. - doublequote: Controls how instances of quotechar appearing inside a field should - themselves be quoted. When True, the character is doubled. When False, the - escapechar is used as a prefix to the quotechar. It defaults to True. - escapechar: A one-character string used by the writer to escape the delimiter. - It defaults to None. - lineterminator: The string used to terminate lines produced by the writer. It - defaults to '\\r\\n'. - quotechar: A one-character string used to quote fields containing special - characters, such as the delimiter or quotechar, or which contain new-line - characters. It defaults to '"'. - skipinitialspace: When True, whitespace immediately following the delimiter is - ignored. It defaults to False. - - """ - - delimiter: str = Field(default=",") - doublequote: bool = Field(default=True) - escapechar: str | None = Field(default=None) - lineterminator: str = Field(default="\r\n") - quotechar: str = Field(default='"') - skipinitialspace: bool = Field(default=False) - - def to_dialect(self) -> csv.Dialect: - """Convert the validator to a custom csv.Dialect object. - - This method converts the validator to a custom csv.Dialect object that can be - used to read or write CSV files with the specified dialect. - - For 'quoting', the default value is used, as it is not serializable. - - Returns: - A custom csv.Dialect object with the specified attributes. - - """ - dialect = type( - "CustomDialect", - (csv.Dialect,), - { - "delimiter": self.delimiter, - "doublequote": self.doublequote, - "escapechar": self.escapechar, - "lineterminator": self.lineterminator, - "quotechar": self.quotechar, - "skipinitialspace": self.skipinitialspace, - "quoting": csv.QUOTE_MINIMAL, # This is not serializable. - }, - ) - return dialect() - - @classmethod - def excel(cls: type[T]) -> T: - """Return a validator for the Excel CSV Dialect. - - This method returns a validator for the Excel CSV Dialect, which is a common - dialect used in Excel files. - - Returns: - A validator for the Excel CSV Dialect. - - """ - excel = csv.excel() - return cls( - delimiter=excel.delimiter, - doublequote=excel.doublequote, - escapechar=excel.escapechar, - lineterminator=excel.lineterminator, - quotechar=excel.quotechar or '"', - skipinitialspace=excel.skipinitialspace, - ) - - @classmethod - def excel_tab(cls: type[T]) -> T: - """Return a validator for the Excel Tab CSV Dialect. - - This method returns a validator for the Excel Tab CSV Dialect, which is a common - dialect used in Excel files with tab delimiters. - - `excel` has not parameter `strict` so that one is ignored. - - Returns: - A validator for the Excel Tab CSV Dialect. - - """ - excel_tab = csv.excel_tab() - return cls( - delimiter=excel_tab.delimiter, - doublequote=excel_tab.doublequote, - escapechar=excel_tab.escapechar, - lineterminator=excel_tab.lineterminator, - quotechar=excel_tab.quotechar or '"', - skipinitialspace=excel_tab.skipinitialspace, - ) - - @classmethod - def unix_dialect(cls: type[T]) -> T: - """Return a validator for the Unix CSV Dialect. - - This method returns a validator for the Unix CSV Dialect, which is a common - dialect used in Unix files. - - Returns: - A validator for the Unix CSV Dialect. - - """ - unix = csv.unix_dialect() - return cls( - delimiter=unix.delimiter, - doublequote=unix.doublequote, - escapechar=unix.escapechar, - lineterminator=unix.lineterminator, - quotechar=unix.quotechar or '"', - skipinitialspace=unix.skipinitialspace, - ) - - -# Table Schema-related validation +from .registry import register_validator class TypeEnum(str, Enum): diff --git a/tests/test_validators.py b/tests/test_validators.py index fcade69..1e35b56 100644 --- a/tests/test_validators.py +++ b/tests/test_validators.py @@ -8,7 +8,7 @@ def test_shortcut_dialects_roundtrip(shortcut): """Test that the shortcut dialects roundtrip to the actual dialects.""" import csv - from csvy.validators import CSVDialectValidator + from csvy.validators.csv_dialect import CSVDialectValidator validator = getattr(CSVDialectValidator, shortcut)() dialect = validator.to_dialect() From 2c8f96834e42ed20dbf556e2317364c5c15738cc Mon Sep 17 00:00:00 2001 From: Diego Alonso Alvarez Date: Thu, 19 Dec 2024 13:32:26 +0000 Subject: [PATCH 20/26] :rotating_light: Keep mypy happy. --- csvy/validators/table_schema.py | 4 ---- pyproject.toml | 1 + 2 files changed, 1 insertion(+), 4 deletions(-) diff --git a/csvy/validators/table_schema.py b/csvy/validators/table_schema.py index dd3e141..01b1f84 100644 --- a/csvy/validators/table_schema.py +++ b/csvy/validators/table_schema.py @@ -133,7 +133,6 @@ class CommonValidator(BaseModel): Attributes: name: The name of the column. title: A nicer human readable label or title for the field. - type_: A string specifying the type. example: An example value for the field. description: A description for the field. constraints: A dictionary of constraints for the field. @@ -144,9 +143,6 @@ class CommonValidator(BaseModel): title: str | None = Field( None, description="A nicer human readable label or title for the field." ) - type_: TypeEnum | None = Field( - None, alias="type", description="A string specifying the type." - ) example: str | None = Field(None, description="An example value for the field.") description: str | None = Field(None, description="A description for the field.") constraints: ConstraintsValidator | None = Field( diff --git a/pyproject.toml b/pyproject.toml index 94784ad..5876d02 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -78,6 +78,7 @@ convention = "google" [tool.mypy] ignore_missing_imports = true check_untyped_defs = true +exclude = "docs" [tool.mypy-setup] ignore_errors = true From 1eb2069e2ca2ceaf96abad0c88ae0d43cef97c8f Mon Sep 17 00:00:00 2001 From: Diego Alonso Alvarez Date: Thu, 19 Dec 2024 13:41:52 +0000 Subject: [PATCH 21/26] Add pydantic plugin for mypy. --- pyproject.toml | 1 + 1 file changed, 1 insertion(+) diff --git a/pyproject.toml b/pyproject.toml index 5876d02..6350fb3 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -79,6 +79,7 @@ convention = "google" ignore_missing_imports = true check_untyped_defs = true exclude = "docs" +plugins = ['pydantic.mypy'] [tool.mypy-setup] ignore_errors = true From 6fb61e1ebf8bcd8142c001ed3cf3eefcce55a145 Mon Sep 17 00:00:00 2001 From: Diego Alonso Alvarez Date: Thu, 19 Dec 2024 14:13:05 +0000 Subject: [PATCH 22/26] :white_check_mark: Add tests for the table validator classes. --- .pre-commit-config.yaml | 2 +- csvy/validators/table_schema.py | 6 +- tests/validators/test_table_schema.py | 291 ++++++++++++++++++++++++++ 3 files changed, 296 insertions(+), 3 deletions(-) create mode 100644 tests/validators/test_table_schema.py diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index d6dddee..a47e417 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -16,7 +16,7 @@ repos: rev: "v1.13.0" hooks: - id: mypy - additional_dependencies: [types-PyYAML] + additional_dependencies: [types-PyYAML, pydantic] - repo: https://github.com/igorshubovych/markdownlint-cli rev: v0.43.0 hooks: diff --git a/csvy/validators/table_schema.py b/csvy/validators/table_schema.py index 01b1f84..fa37c9e 100644 --- a/csvy/validators/table_schema.py +++ b/csvy/validators/table_schema.py @@ -145,8 +145,8 @@ class CommonValidator(BaseModel): ) example: str | None = Field(None, description="An example value for the field.") description: str | None = Field(None, description="A description for the field.") - constraints: ConstraintsValidator | None = Field( - None, description="A dictionary of constraints for the field." + constraints: ConstraintsValidator = Field( + ConstraintsValidator(), description="A dictionary of constraints for the field." ) def model_dump(self, *args, **kwargs) -> dict[str, Any]: @@ -168,6 +168,8 @@ def model_dump(self, *args, **kwargs) -> dict[str, Any]: for key, value in output.items(): if isinstance(value, Enum): output[key] = value.value + if "constraints" in output and not output["constraints"]: + del output["constraints"] return output diff --git a/tests/validators/test_table_schema.py b/tests/validators/test_table_schema.py new file mode 100644 index 0000000..cafd5a8 --- /dev/null +++ b/tests/validators/test_table_schema.py @@ -0,0 +1,291 @@ +"""Tests for the table_schema module.""" + +from csvy.validators.table_schema import ( + BooleanColumnValidator, + CommonValidator, + ConstraintsValidator, + DateTimeColumnValidator, + DefaultColumnValidator, + FormatDateTime, + FormatDefault, + FormatGeoJSON, + FormatGeoPoint, + FormatString, + GeoJSONColumnValidator, + GeopointColumnValidator, + IntegerColumnValidator, + NumberColumnValidator, + SchemaValidator, + StringColumnValidator, + TypeEnum, +) + + +def test_common_validator(): + """Test the CommonValidator class.""" + validator = CommonValidator( + **{ + "name": "test_column", + "title": "Test Column", + "example": "example_value", + "description": "This is a test column.", + "constraints": { + "required": True, + "unique": True, + }, + } + ) + assert validator.name == "test_column" + assert validator.title == "Test Column" + assert validator.example == "example_value" + assert validator.description == "This is a test column." + assert validator.constraints.required is True + assert validator.constraints.unique is True + + # Test model_dump + dumped = validator.model_dump() + assert dumped["name"] == "test_column" + assert dumped["title"] == "Test Column" + assert dumped["example"] == "example_value" + assert dumped["description"] == "This is a test column." + assert dumped["constraints"]["required"] is True + assert dumped["constraints"]["unique"] is True + + +def test_constraints_validator(): + """Test the ConstraintsValidator class.""" + validator = ConstraintsValidator( + **{ + "required": True, + "unique": True, + "minimum": 1, + "maximum": 10, + "minLength": 2, + "maxLength": 5, + "pattern": "^[a-z]+$", + "enum": ["a", "b", "c"], + } + ) + assert validator.required is True + assert validator.unique is True + assert validator.minimum == 1 + assert validator.maximum == 10 + assert validator.minLength == 2 + assert validator.maxLength == 5 + assert validator.pattern == "^[a-z]+$" + assert validator.enum == ["a", "b", "c"] + + # Test model_dump + dumped = validator.model_dump() + assert dumped["required"] is True + assert dumped["unique"] is True + assert dumped["minimum"] == 1 + assert dumped["maximum"] == 10 + assert dumped["minLength"] == 2 + assert dumped["maxLength"] == 5 + assert dumped["pattern"] == "^[a-z]+$" + assert dumped["enum"] == ["a", "b", "c"] + + +def test_default_column_validator(): + """Test the DefaultColumnValidator class.""" + validator = DefaultColumnValidator( + **{ + "name": "test_column", + "type": TypeEnum.OBJECT.value, + "format": FormatDefault.DEFAULT.value, + } + ) + assert validator.name == "test_column" + assert validator.type_ == TypeEnum.OBJECT + assert validator.format_ == FormatDefault.DEFAULT + + # Test model_dump + dumped = validator.model_dump() + assert dumped["name"] == "test_column" + assert dumped["type"] == "object" + assert dumped["format"] == "default" + + +def test_string_column_validator(): + """Test the StringColumnValidator class.""" + validator = StringColumnValidator( + **{ + "name": "test_column", + "type": TypeEnum.STRING.value, + "format": FormatString.EMAIL.value, + } + ) + assert validator.name == "test_column" + assert validator.type_ == TypeEnum.STRING + assert validator.format_ == FormatString.EMAIL + + # Test model_dump + dumped = validator.model_dump() + assert dumped["name"] == "test_column" + assert dumped["type"] == "string" + assert dumped["format"] == "email" + + +def test_number_column_validator(): + """Test the NumberColumnValidator class.""" + validator = NumberColumnValidator( + **{ + "name": "test_column", + "type": TypeEnum.NUMBER.value, + "format": FormatDefault.DEFAULT.value, + "decimalChar": ",", + "groupChar": ".", + "bareNumber": False, + } + ) + assert validator.name == "test_column" + assert validator.type_ == TypeEnum.NUMBER + assert validator.format_ == FormatDefault.DEFAULT + assert validator.decimalChar == "," + assert validator.groupChar == "." + assert validator.bareNumber is False + + # Test model_dump + dumped = validator.model_dump() + assert dumped["name"] == "test_column" + assert dumped["type"] == "number" + assert dumped["format"] == "default" + assert dumped["decimalChar"] == "," + assert dumped["groupChar"] == "." + assert dumped["bareNumber"] is False + + +def test_integer_column_validator(): + """Test the IntegerColumnValidator class.""" + validator = IntegerColumnValidator( + **{ + "name": "test_column", + "type": TypeEnum.INTEGER.value, + "format": FormatDefault.DEFAULT.value, + "bareNumber": True, + } + ) + assert validator.name == "test_column" + assert validator.type_ == TypeEnum.INTEGER + assert validator.format_ == FormatDefault.DEFAULT + assert validator.bareNumber is True + + # Test model_dump + dumped = validator.model_dump() + assert dumped["name"] == "test_column" + assert dumped["type"] == "integer" + assert dumped["format"] == "default" + assert dumped["bareNumber"] is True + + +def test_boolean_column_validator(): + """Test the BooleanColumnValidator class.""" + validator = BooleanColumnValidator( + **{ + "name": "test_column", + "type": TypeEnum.BOOLEAN.value, + "format": FormatDefault.DEFAULT.value, + "trueValues": ["yes", "true"], + "falseValues": ["no", "false"], + } + ) + assert validator.name == "test_column" + assert validator.type_ == TypeEnum.BOOLEAN + assert validator.format_ == FormatDefault.DEFAULT + assert validator.trueValues == ["yes", "true"] + assert validator.falseValues == ["no", "false"] + + # Test model_dump + dumped = validator.model_dump() + assert dumped["name"] == "test_column" + assert dumped["type"] == "boolean" + assert dumped["format"] == "default" + assert dumped["trueValues"] == ["yes", "true"] + assert dumped["falseValues"] == ["no", "false"] + + +def test_datetime_column_validator(): + """Test the DateTimeColumnValidator class.""" + validator = DateTimeColumnValidator( + **{ + "name": "test_column", + "type": TypeEnum.DATETIME.value, + "format": FormatDateTime.ANY.value, + } + ) + assert validator.name == "test_column" + assert validator.type_ == TypeEnum.DATETIME + assert validator.format_ == FormatDateTime.ANY + + # Test model_dump + dumped = validator.model_dump() + assert dumped["name"] == "test_column" + assert dumped["type"] == "datetime" + assert dumped["format"] == "any" + + +def test_geopoint_column_validator(): + """Test the GeopointColumnValidator class.""" + validator = GeopointColumnValidator( + **{ + "name": "test_column", + "type": TypeEnum.GEOPOINT.value, + "format": FormatGeoPoint.ARRAY.value, + } + ) + assert validator.name == "test_column" + assert validator.type_ == TypeEnum.GEOPOINT + assert validator.format_ == FormatGeoPoint.ARRAY + + # Test model_dump + dumped = validator.model_dump() + assert dumped["name"] == "test_column" + assert dumped["type"] == "geopoint" + assert dumped["format"] == "array" + + +def test_geojson_column_validator(): + """Test the GeoJSONColumnValidator class.""" + validator = GeoJSONColumnValidator( + **{ + "name": "test_column", + "type": TypeEnum.GEOJSON.value, + "format": FormatGeoJSON.TOPOJSON.value, + } + ) + assert validator.name == "test_column" + assert validator.type_ == TypeEnum.GEOJSON + assert validator.format_ == FormatGeoJSON.TOPOJSON + + # Test model_dump + dumped = validator.model_dump() + assert dumped["name"] == "test_column" + assert dumped["type"] == "geojson" + assert dumped["format"] == "topojson" + + +def test_schema_validator(): + """Test the SchemaValidator class.""" + validator = SchemaValidator( + **{ + "fields": [ + {"name": "string_column", "type": "string"}, + {"name": "number_column", "type": "number"}, + ], + "missingValues": ["N/A", ""], + } + ) + assert len(validator.fields) == 2 + assert validator.fields[0].name == "string_column" + assert validator.fields[1].name == "number_column" + assert validator.missingValues == ["N/A", ""] + + # Test model_dump + dumped = validator.model_dump() + assert len(dumped["fields"]) == 2 + assert dumped["fields"][0]["name"] == "string_column" + assert dumped["fields"][0]["type"] == "string" + assert dumped["fields"][1]["name"] == "number_column" + assert dumped["fields"][1]["type"] == "number" + assert dumped["missingValues"] == ["N/A", ""] From 3a69368ad8cc686026687912902a568acc36842c Mon Sep 17 00:00:00 2001 From: Diego Alonso Alvarez Date: Thu, 19 Dec 2024 14:15:33 +0000 Subject: [PATCH 23/26] :recycle: Move file. --- tests/{ => validators}/test_validators.py | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename tests/{ => validators}/test_validators.py (100%) diff --git a/tests/test_validators.py b/tests/validators/test_validators.py similarity index 100% rename from tests/test_validators.py rename to tests/validators/test_validators.py From 51272b7186a7ec70ae1ddab89baa10af16f61940 Mon Sep 17 00:00:00 2001 From: Diego Alonso Alvarez Date: Thu, 19 Dec 2024 14:34:17 +0000 Subject: [PATCH 24/26] :arrow_up: Drop support for Python 3.9 and add for Python 3.13 --- .github/workflows/ci_template.yml | 4 +- .github/workflows/publish.yml | 4 +- csvy/validators/registry.py | 2 +- poetry.lock | 1739 +++++++++++++++++++++++++++++ pyproject.toml | 6 +- 5 files changed, 1747 insertions(+), 8 deletions(-) create mode 100644 poetry.lock diff --git a/.github/workflows/ci_template.yml b/.github/workflows/ci_template.yml index d48cf05..d2a824c 100644 --- a/.github/workflows/ci_template.yml +++ b/.github/workflows/ci_template.yml @@ -9,7 +9,7 @@ on: type: string python-version: description: 'Python version' - default: '["3.9", "3.12"]' + default: '["3.10", "3.13"]' type: string jobs: @@ -38,6 +38,6 @@ jobs: run: poetry run pytest - name: Upload coverage to Codecov - if: success() && (matrix.os == 'ubuntu-latest' && matrix.python-version == 3.9) + if: success() && (matrix.os == 'ubuntu-latest' && matrix.python-version == 3.10) uses: codecov/codecov-action@v5 diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml index fa4c87c..b75da30 100644 --- a/.github/workflows/publish.yml +++ b/.github/workflows/publish.yml @@ -12,7 +12,7 @@ jobs: uses: ./.github/workflows/ci_template.yml with: os: '["ubuntu-latest", "windows-latest", "macos-latest"]' - python-version: '["3.9", "3.10", "3.11", "3.12"]' + python-version: '["3.10", "3.11", "3.12", "3.13"]' build-wheel: needs: test @@ -37,7 +37,7 @@ jobs: - uses: actions/setup-python@v5 with: - python-version: 3.9 + python-version: 3.10 - name: Install Poetry uses: abatilo/actions-poetry@v3.0.1 diff --git a/csvy/validators/registry.py b/csvy/validators/registry.py index b06fd20..8a29c06 100644 --- a/csvy/validators/registry.py +++ b/csvy/validators/registry.py @@ -1,6 +1,6 @@ """Registry of validators to run on the header.""" -from typing import Callable +from collections.abc import Callable from pydantic import BaseModel diff --git a/poetry.lock b/poetry.lock new file mode 100644 index 0000000..bd4a5f1 --- /dev/null +++ b/poetry.lock @@ -0,0 +1,1739 @@ +# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand. + +[[package]] +name = "annotated-types" +version = "0.7.0" +description = "Reusable constraint types to use with typing.Annotated" +optional = false +python-versions = ">=3.8" +files = [ + {file = "annotated_types-0.7.0-py3-none-any.whl", hash = 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3", - "Programming Language :: Python :: 3.9", "Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.12", + "Programming Language :: Python :: 3.13", "License :: OSI Approved :: BSD License", "Operating System :: OS Independent", ] @@ -22,7 +22,7 @@ classifiers = [ packages = [{ include = "csvy" }] [tool.poetry.dependencies] -python = "^3.9" +python = "^3.10" PyYAML = "^6.0" pydantic = "^2.9.2" eval-type-backport = "^0.2.0" @@ -61,7 +61,7 @@ mkdocs-literate-nav = "^0.5.0" mkdocs-section-index = "^0.3.4" [tool.ruff] -target-version = "py39" +target-version = "py310" lint.select = [ "D", # pydocstyle "E", # pycodestyle From ab9e873e57cc586d0d83c41765eeb917edf932cf Mon Sep 17 00:00:00 2001 From: Diego Alonso Alvarez Date: Fri, 7 Feb 2025 09:28:02 +0000 Subject: [PATCH 25/26] :wrench: Update lock file. --- poetry.lock | 1727 +++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 1727 insertions(+) create mode 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tests/validators/test_table_schema.py | 1 + 2 files changed, 7 insertions(+), 6 deletions(-) diff --git a/csvy/validators/table_schema.py b/csvy/validators/table_schema.py index fa37c9e..e5c63d0 100644 --- a/csvy/validators/table_schema.py +++ b/csvy/validators/table_schema.py @@ -145,8 +145,8 @@ class CommonValidator(BaseModel): ) example: str | None = Field(None, description="An example value for the field.") description: str | None = Field(None, description="A description for the field.") - constraints: ConstraintsValidator = Field( - ConstraintsValidator(), description="A dictionary of constraints for the field." + constraints: ConstraintsValidator | None = Field( + None, description="A dictionary of constraints for the field." ) def model_dump(self, *args, **kwargs) -> dict[str, Any]: @@ -162,8 +162,8 @@ def model_dump(self, *args, **kwargs) -> dict[str, Any]: A dictionary with the model attributes. """ - kwargs["exclude_unset"] = True - kwargs["by_alias"] = True + kwargs["exclude_unset"] = kwargs.get("exclude_unset", True) + kwargs["by_alias"] = kwargs.get("by_alias", True) output = super().model_dump(*args, **kwargs) for key, value in output.items(): if isinstance(value, Enum): @@ -444,8 +444,8 @@ def model_dump(self, *args, **kwargs) -> dict[str, Any]: A dictionary with the model attributes. """ - kwargs["exclude_unset"] = True - kwargs["by_alias"] = True + kwargs["exclude_unset"] = kwargs.get("exclude_unset", True) + kwargs["by_alias"] = kwargs.get("by_alias", True) output = super().model_dump(*args, **kwargs) for field in output["fields"]: for key, value in field.items(): diff --git a/tests/validators/test_table_schema.py b/tests/validators/test_table_schema.py index cafd5a8..f6f13be 100644 --- a/tests/validators/test_table_schema.py +++ b/tests/validators/test_table_schema.py @@ -39,6 +39,7 @@ def test_common_validator(): assert validator.title == "Test Column" assert validator.example == "example_value" assert validator.description == "This is a test column." + assert validator.constraints assert validator.constraints.required is True assert validator.constraints.unique is True