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094e8b93f0 📝 Write and configure documentation 2023-03-11 16:23:25 +01:00
19 changed files with 114 additions and 542 deletions

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@ -1,34 +0,0 @@
name: CI
on:
push:
branches: master
tags: 'v*.*.*'
jobs:
test:
name: Test
uses: daniil-berg/reusable-workflows/.github/workflows/python-test.yaml@v0.2.1
with:
versions: '["3.9", "3.10", "3.11"]'
unittest-command: 'scripts/test.sh'
coverage-command: 'scripts/cov.sh'
unittest-requirements: "-e '.[dev]'"
typecheck-command: 'scripts/typecheck.sh'
typecheck-requirements: '-Ur requirements/dev.txt'
typecheck-all-versions: true
lint-command: 'scripts/lint.sh'
lint-requirements: '-Ur requirements/dev.txt'
release:
name: Release
if: ${{ github.ref_type == 'tag' }}
needs: test
uses: daniil-berg/reusable-workflows/.github/workflows/python-release.yaml@v0.2.1
with:
git-ref: ${{ github.ref_name }}
secrets:
release-token: ${{ secrets.TOKEN_GITHUB_CREATE_RELEASE }}
publish-token: ${{ secrets.TOKEN_PYPI_PROJECT }}
permissions:
contents: write

4
.gitignore vendored
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@ -21,5 +21,5 @@ __pycache__/
# Testing: # Testing:
/.coverage /.coverage
# Miscellaneous cache: # mypy:
.cache/ .mypy_cache/

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@ -10,18 +10,19 @@
--- ---
Extension for <a href="https://github.com/marshmallow-code/marshmallow" target="_blank">**`marshmallow`**</a> to make <a href="https://marshmallow.readthedocs.io/en/stable/quickstart.html#deserializing-to-objects" target="_blank">deserialization to objects</a> easier and improve type safety. Extension for <a href="https://github.com/marshmallow-code/marshmallow" target="_blank">`marshmallow`</a> to make <a href="https://marshmallow.readthedocs.io/en/stable/quickstart.html#deserializing-to-objects" target="_blank">deserialization to objects</a> easier and improve type safety.
The main `GenericSchema` class extends <a href="https://marshmallow.readthedocs.io/en/stable/marshmallow.schema.html#marshmallow.schema.Schema" target="_blank">`marshmallow.Schema`</a> making it **generic** in terms of the class that data should be deserialized to, when calling <a href="https://marshmallow.readthedocs.io/en/stable/marshmallow.schema.html#marshmallow.schema.Schema.load" target="_blank">`load`/`loads`</a>. The main `GenericSchema` class extends <a href="https://marshmallow.readthedocs.io/en/stable/marshmallow.schema.html#marshmallow.schema.Schema" target="_blank">`marshmallow.Schema`</a> making it **generic** in terms of the class that data should be deserialized to, when calling <a href="https://marshmallow.readthedocs.io/en/stable/marshmallow.schema.html#marshmallow.schema.Schema.load" target="_blank">`load`/`loads`</a>.
With `GenericSchema` there is no need to explicitly write `post_load` hooks to initialize the object anymore. 🎉 With `GenericSchema` there is no need to explicitly write `post_load` hooks to initialize the object anymore. 🎉
If the "model" class is (for example) `User`, it just needs to be passed as the type argument, when subclassing `GenericSchema`. The output of the `load`/`loads` method will then be automatically inferred as either `User` or `list[User]` (depending on whether `many` is `True` or not) by any competent type checker. ✨ If the "model" class is (for example) `User`, it just needs to be passed as the type argument, when subclassing `GenericSchema`. Depending on whether `many` is `True` or not, the output of the `load`/`loads` method will then be automatically inferred as either `User` or `list[User]` by any competent type checker. ✨
## Usage Example ## Usage Example
```python ```python
from marshmallow_generic import GenericSchema, fields from marshmallow import fields
from marshmallow_generic import GenericSchema
class User: class User:
@ -70,7 +71,7 @@ This also means your IDE will be able to infer the types and thus provide useful
Here is PyCharm with the example from above: Here is PyCharm with the example from above:
![Image title](http://daniil-berg.github.io/marshmallow-generic/img/ide_suggestion_user.png) ![Image title](img/ide_suggestion_user.png){ width="540" }
## Installation ## Installation

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@ -30,11 +30,8 @@ plugins:
handlers: handlers:
python: python:
options: options:
line_length: 80
show_source: false show_source: false
show_root_toc_entry: false show_root_toc_entry: false
separate_signature: true
show_signature_annotations: true
import: import:
- https://marshmallow.readthedocs.io/en/stable/objects.inv - https://marshmallow.readthedocs.io/en/stable/objects.inv

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@ -20,7 +20,7 @@ keywords = [
] ]
license = { text = "Apache Software License Version 2.0" } license = { text = "Apache Software License Version 2.0" }
classifiers = [ classifiers = [
"Development Status :: 5 - Production/Stable", "Development Status :: 4 - Beta",
"Programming Language :: Python :: 3 :: Only", "Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.9", "Programming Language :: Python :: 3.9",
"Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.10",
@ -37,32 +37,34 @@ dynamic = [
] ]
[project.optional-dependencies] [project.optional-dependencies]
full = [
]
dev = [ dev = [
"black==23.3.0", "black",
"build==0.10.0", "build",
"coverage[toml]==7.2.3", "coverage[toml]",
"isort==5.12.0", "isort",
"mkdocs-material==9.1.6", "mkdocs-material",
"mkdocstrings[python]==0.21.2", "mkdocstrings[python]",
"mypy==1.2.0", "mypy",
"ruff==0.0.262", "ruff",
] ]
[project.urls] [project.urls]
"Repository" = "https://github.com/daniil-berg/marshmallow-generic" repository = "https://github.com/daniil-berg/marshmallow-generic"
"Issue Tracker" = "https://github.com/daniil-berg/marshmallow-generic/issues" bug_tracker = "https://github.com/daniil-berg/marshmallow-generic/issues"
"Documentation" = "http://daniil-berg.github.io/marshmallow-generic" documentation = "http://daniil-berg.github.io/marshmallow-generic"
[tool.setuptools.dynamic] [tool.setuptools.dynamic]
dependencies = { file = "requirements/common.txt" } dependencies = { file = "requirements/common.txt" }
readme = { file = ["README.md"], content-type = "text/markdown" } readme = { file = ["README.md"] }
version = { attr = "marshmallow_generic.__version__" } version = {attr = "marshmallow_generic.__version__"}
######################### #########################
# Static type checking: # # Static type checking: #
[tool.mypy] [tool.mypy]
cache_dir = ".cache/mypy"
files = [ files = [
"src/", "src/",
"tests/", "tests/",
@ -78,7 +80,6 @@ plugins = [
# Unit test coverage: # # Unit test coverage: #
[tool.coverage.run] [tool.coverage.run]
data_file = ".cache/coverage"
source = [ source = [
"src/", "src/",
] ]
@ -104,7 +105,6 @@ omit = [
# Linting and style checking: # # Linting and style checking: #
[tool.ruff] [tool.ruff]
cache-dir = ".cache/ruff"
select = [ select = [
"E", # pycodestyle errors "E", # pycodestyle errors
"W", # pycodestyle warnings "W", # pycodestyle warnings

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@ -1 +1 @@
marshmallow>=3.12.0 marshmallow

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@ -1,9 +1,9 @@
-r common.txt -r common.txt
black==23.3.0 black
build==0.10.0 build
coverage[toml]==7.2.3 coverage[toml]
isort==5.12.0 isort
mkdocs-material==9.1.6 mkdocs-material
mkdocstrings[python]==0.21.2 mkdocstrings[python]
mypy==1.2.0 mypy
ruff==0.0.262 ruff

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@ -1,12 +0,0 @@
#!/usr/bin/env bash
# Runs full CI pipeline (test, typecheck, lint).
typeset scripts_dir="$(dirname $(realpath $0))"
source "${scripts_dir}/util.sh"
"${scripts_dir}/test.sh"
"${scripts_dir}/typecheck.sh"
"${scripts_dir}/lint.sh"
echo -e "${background_black}${bold_green}✅ 🎉 All checks passed!${color_reset}"

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@ -1,10 +0,0 @@
#!/usr/bin/env bash
# Runs unit tests.
# If successful, prints only the coverage percentage.
# If an error occurs, prints the entire unit tests progress output.
source "$(dirname $(realpath $0))/util.sh"
coverage erase
run_and_capture coverage run
coverage report | awk '$1 == "TOTAL" {print $NF; exit}'

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@ -1,17 +1,18 @@
#!/usr/bin/env bash #!/usr/bin/env bash
# Runs various linters. # Runs type checker and linters.
source "$(dirname $(realpath $0))/util.sh" # Ensure that we return to the current working directory
# and exit the script immediately in case of an error:
trap "cd $(realpath ${PWD}); exit 1" ERR
# Change into project root directory:
cd "$(dirname $(dirname $(realpath $0)))"
echo 'Performing type checks...'
mypy
echo
echo 'Linting source and test files...' echo 'Linting source and test files...'
echo ' isort - consistent imports'
isort src/ tests/ --check-only isort src/ tests/ --check-only
echo ' ruff - extensive linting'
ruff src/ tests/ ruff src/ tests/
black src/ tests/ --check
echo ' black - consistent style' echo -e 'No issues found.'
run_and_capture black src/ tests/ --check
echo -e "${bold_green}No issues found${color_reset}\n"

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@ -1,12 +1,17 @@
#!/usr/bin/env bash #!/usr/bin/env bash
# Runs unit tests and reports coverage percentage. # Runs unit tests and prints only coverage percentage, if successful.
# If an error occurs, prints the entire unit tests progress output.
source "$(dirname $(realpath $0))/util.sh" # Ensure that we return to the current working directory in case of an error:
trap "cd $(realpath ${PWD})" ERR
# Change into project root directory:
cd "$(dirname $(dirname $(realpath $0)))"
echo 'Running unit tests...' coverage erase
coverage run # Capture the test progression in a variable:
typeset percentage typeset progress
typeset color progress=$(coverage run 2>&1)
percentage="$(coverage report | awk '$1 == "TOTAL" {print $NF; exit}')" # If tests failed or produced errors, write progress/messages to stderr and exit:
[[ $percentage == "100%" ]] && color="${bold_green}" || color="${yellow}" [[ $? -eq 0 ]] || { >&2 echo "${progress}"; exit 1; }
echo -e "${color}${percentage} coverage${color_reset}\n" # Otherwise extract the total coverage percentage from the produced report and write it to stdout:
coverage report | awk '$1 == "TOTAL" {print $NF; exit}'

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@ -1,8 +0,0 @@
#!/usr/bin/env bash
# Runs type checker.
source "$(dirname $(realpath $0))/util.sh"
echo 'Performing type checks...'
mypy
echo

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@ -1,20 +0,0 @@
run_and_capture() {
# Captures stderr of any command passed to it
# and releases it only if the command exits with a non-zero code.
typeset output
output=$($@ 2>&1)
typeset exit_status=$?
[[ $exit_status == 0 ]] || >&2 echo "${output}"
return $exit_status
}
# Ensure that we return to the current working directory
# and exit the script immediately in case of an error:
trap "cd $(realpath ${PWD}); exit 1" ERR
# Change into project root directory:
cd "$(dirname $(dirname $(realpath $0)))"
typeset background_black='\033[40m'
typeset bold_green='\033[1;92m'
typeset yellow='\033[0;33m'
typeset color_reset='\033[0m'

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@ -13,45 +13,11 @@ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and See the License for the specific language governing permissions and
limitations under the License.""" limitations under the License."""
__version__ = "1.0.0" __version__ = "0.0.1"
__doc__ = """ __doc__ = """
Generic schema with full typing support and minimal boilerplate. Generic schema with full typing support and minimal boilerplate.
""" """
__all__ = [ from .decorators import post_load
# Custom: from .schema import GenericSchema
"GenericSchema",
"post_load",
# Re-exports from marshmallow:
"EXCLUDE",
"INCLUDE",
"RAISE",
"Schema",
"SchemaOpts",
"fields",
"validates",
"validates_schema",
"pre_dump",
"post_dump",
"pre_load",
# "post_load",
"pprint",
"ValidationError",
"missing",
]
from marshmallow import fields
from marshmallow.decorators import ( # `post_load` overloaded
post_dump,
pre_dump,
pre_load,
validates,
validates_schema,
)
from marshmallow.exceptions import ValidationError
from marshmallow.schema import Schema, SchemaOpts
from marshmallow.utils import EXCLUDE, INCLUDE, RAISE, missing, pprint
from marshmallow_generic.decorators import post_load
from marshmallow_generic.schema import GenericSchema

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@ -1,28 +1,10 @@
from typing import ( from typing import Any, Generic, Optional, TypeVar, get_args, get_origin
Any,
Generic,
Literal,
Optional,
TypeVar,
Union,
get_args,
get_origin,
overload,
)
_T0 = TypeVar("_T0") _T = TypeVar("_T")
_T1 = TypeVar("_T1")
_T2 = TypeVar("_T2")
_T3 = TypeVar("_T3")
_T4 = TypeVar("_T4")
class GenericInsightMixin(Generic[_T0, _T1, _T2, _T3, _T4]): class GenericInsightMixin(Generic[_T]):
_type_arg_0: Optional[type[_T0]] = None _type_arg: Optional[type[_T]] = None
_type_arg_1: Optional[type[_T1]] = None
_type_arg_2: Optional[type[_T2]] = None
_type_arg_3: Optional[type[_T3]] = None
_type_arg_4: Optional[type[_T4]] = None
@classmethod @classmethod
def __init_subclass__(cls, **kwargs: Any) -> None: def __init_subclass__(cls, **kwargs: Any) -> None:
@ -32,70 +14,17 @@ class GenericInsightMixin(Generic[_T0, _T1, _T2, _T3, _T4]):
origin = get_origin(base) origin = get_origin(base)
if origin is None or not issubclass(origin, GenericInsightMixin): if origin is None or not issubclass(origin, GenericInsightMixin):
continue continue
type_args = get_args(base) type_arg = get_args(base)[0]
for idx, arg in enumerate(type_args): # Do not set the attribute for GENERIC subclasses!
# Do not set the attribute for generics: if not isinstance(type_arg, TypeVar):
if isinstance(arg, TypeVar): cls._type_arg = type_arg
continue
# Do not set `NoneType`:
if isinstance(arg, type) and isinstance(None, arg):
continue
setattr(cls, f"_type_arg_{idx}", arg)
return return
@classmethod @classmethod
@overload def _get_type_arg(cls) -> type[_T]:
def _get_type_arg(cls, idx: Literal[0]) -> type[_T0]:
...
@classmethod
@overload
def _get_type_arg(cls, idx: Literal[1]) -> type[_T1]:
...
@classmethod
@overload
def _get_type_arg(cls, idx: Literal[2]) -> type[_T2]:
...
@classmethod
@overload
def _get_type_arg(cls, idx: Literal[3]) -> type[_T3]:
...
@classmethod
@overload
def _get_type_arg(cls, idx: Literal[4]) -> type[_T4]:
...
@classmethod
def _get_type_arg(
cls,
idx: Literal[0, 1, 2, 3, 4],
) -> Union[type[_T0], type[_T1], type[_T2], type[_T3], type[_T4]]:
"""Returns the type argument of the class (if specified).""" """Returns the type argument of the class (if specified)."""
if idx == 0: if cls._type_arg is None:
type_ = cls._type_arg_0
elif idx == 1:
type_ = cls._type_arg_1
elif idx == 2: # noqa: PLR2004
type_ = cls._type_arg_2
elif idx == 3: # noqa: PLR2004
type_ = cls._type_arg_3
elif idx == 4: # noqa: PLR2004
type_ = cls._type_arg_4
else:
raise ValueError("Only 5 type parameters available")
if type_ is None:
raise AttributeError( raise AttributeError(
f"{cls.__name__} is generic; type argument {idx} unspecified" f"{cls.__name__} is generic; type argument unspecified"
) )
return type_ return cls._type_arg
class GenericInsightMixin1(GenericInsightMixin[_T0, None, None, None, None]):
pass
class GenericInsightMixin2(GenericInsightMixin[_T0, _T1, None, None, None]):
pass

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@ -7,22 +7,16 @@ documentation of [`marshmallow.Schema`][marshmallow.Schema].
from collections.abc import Iterable, Mapping, Sequence from collections.abc import Iterable, Mapping, Sequence
from typing import TYPE_CHECKING, Any, Literal, Optional, TypeVar, Union, overload from typing import TYPE_CHECKING, Any, Literal, Optional, TypeVar, Union, overload
from warnings import warn
from marshmallow import Schema from marshmallow import Schema
from ._util import GenericInsightMixin1 from ._util import GenericInsightMixin
from .decorators import post_load from .decorators import post_load
Model = TypeVar("Model") Model = TypeVar("Model")
MANY_SCHEMA_UNSAFE = (
"Changing `many` schema-wide breaks type safety. "
"Use the the `many` parameter of specific methods (like `load`) instead."
)
class GenericSchema(GenericInsightMixin[Model], Schema):
class GenericSchema(GenericInsightMixin1[Model], Schema):
""" """
Generic schema parameterized by a **`Model`** class. Generic schema parameterized by a **`Model`** class.
@ -49,99 +43,19 @@ class GenericSchema(GenericInsightMixin1[Model], Schema):
``` ```
""" """
def __init__(
self,
*,
only: Union[Sequence[str], set[str], None] = None,
exclude: Union[Sequence[str], set[str]] = (),
context: Union[dict[str, Any], None] = None,
load_only: Union[Sequence[str], set[str]] = (),
dump_only: Union[Sequence[str], set[str]] = (),
partial: Union[bool, Sequence[str], set[str]] = False,
unknown: Optional[str] = None,
many: bool = False, # usage discouraged
) -> None:
"""
Emits a warning, if the `many` argument is not `False`.
Otherwise the same as in [`marshmallow.Schema`][marshmallow.Schema].
Args:
only:
Whitelist of the declared fields to select when instantiating
the Schema. If `None`, all fields are used. Nested fields can
be represented with dot delimiters.
exclude:
Blacklist of the declared fields to exclude when instantiating
the Schema. If a field appears in both `only` and `exclude`,
it is not used. Nested fields can be represented with dot
delimiters.
context:
Optional context passed to
[`Method`][marshmallow.fields.Method] and
[`Function`][marshmallow.fields.Function] fields.
load_only:
Fields to skip during serialization (write-only fields)
dump_only:
Fields to skip during deserialization (read-only fields)
partial:
Whether to ignore missing fields and not require any fields
declared. Propagates down to
[`Nested`][marshmallow.fields.Nested] fields as well. If its
value is an iterable, only missing fields listed in that
iterable will be ignored. Use dot delimiters to specify nested
fields.
unknown:
Whether to exclude, include, or raise an error for unknown
fields in the data. Use `EXCLUDE`, `INCLUDE` or `RAISE`.
many:
!!! warning
Changing this option schema-wide undermines the type
safety that this class aims to provide. Passing `True`
will therefore trigger a warning. You should instead use
the method-specific `many` parameter, when calling
[`dump`][marshmallow_generic.GenericSchema.dump]/
[`dumps`][marshmallow_generic.GenericSchema.dumps] or
[`load`][marshmallow_generic.GenericSchema.load]/
[`loads`][marshmallow_generic.GenericSchema.loads].
"""
self._pre_init = True
super().__init__(
only=only,
exclude=exclude,
many=many,
context=context,
load_only=load_only,
dump_only=dump_only,
partial=partial,
unknown=unknown,
)
self._pre_init = False
def __setattr__(self, name: str, value: Any) -> None:
"""
Warns, when trying to set `many` to anything other than `False`.
Otherwise the same the normal
[`object.__setattr__`](https://docs.python.org/3/reference/datamodel.html#object.__setattr__).
"""
if name == "many" and value is not False:
warn(MANY_SCHEMA_UNSAFE, stacklevel=4 if self._pre_init else 2)
super().__setattr__(name, value)
@post_load @post_load
def instantiate(self, data: dict[str, Any], **_kwargs: Any) -> Model: def instantiate(self, data: dict[str, Any], **_kwargs: Any) -> Model:
""" """
Unpacks `data` into the constructor of the specified **`Model`**. Unpacks `data` into the constructor of the specified **`Model`**.
Registered as a Registered as a [`@post_load`]
[`@post_load`][marshmallow_generic.decorators.post_load] [marshmallow_generic.decorators.post_load] hook for the schema.
hook for the schema.
!!! warning !!! warning
You should probably not use this method directly. No parsing, You should probably **not** use this method directly;
transformation or validation of any kind is done in this method. no parsing, transformation or validation of any kind is done
The `data` is passed to the **`Model`** constructor "as is". in this method. The `data` passed to the **`Model`** constructor
"as is".
Args: Args:
data: data:
@ -151,90 +65,10 @@ class GenericSchema(GenericInsightMixin1[Model], Schema):
Returns: Returns:
Instance of the schema's **`Model`** initialized with `**data` Instance of the schema's **`Model`** initialized with `**data`
""" """
return self._get_type_arg(0)(**data) return self._get_type_arg()(**data)
if TYPE_CHECKING: if TYPE_CHECKING:
@overload # type: ignore[override]
def dump(
self,
obj: Iterable[Model],
*,
many: Literal[True],
) -> list[dict[str, Any]]:
...
@overload
def dump(
self,
obj: Model,
*,
many: Optional[Literal[False]] = None,
) -> dict[str, Any]:
...
def dump(
self,
obj: Union[Model, Iterable[Model]],
*,
many: Optional[bool] = None,
) -> Union[dict[str, Any], list[dict[str, Any]]]:
"""
Serializes **`Model`** objects to native Python data types.
Same as
[`marshmallow.Schema.dump`][marshmallow.schema.Schema.dump]
at runtime.
Annotations ensure that type checkers will infer the return type
correctly based on the `many` argument, and also enforce the `obj`
argument to be an a `list` of **`Model`** instances, if `many` is
set to `True` or a single instance of it, if `many` is `False`
(or omitted).
Args:
obj:
The object or iterable of objects to serialize
many:
Whether to serialize `obj` as a collection. If `None`, the
value for `self.many` is used.
Returns:
(dict[str, Any]): if `many` is set to `False`
(list[dict[str, Any]]): if `many` is set to `True`
"""
...
@overload # type: ignore[override]
def dumps(
self,
obj: Iterable[Model],
*args: Any,
many: Literal[True],
**kwargs: Any,
) -> str:
...
@overload
def dumps(
self,
obj: Model,
*args: Any,
many: Optional[Literal[False]] = None,
**kwargs: Any,
) -> str:
...
def dumps(
self,
obj: Union[Model, Iterable[Model]],
*args: Any,
many: Optional[bool] = None,
**kwargs: Any,
) -> str:
"""Same as [`dump`][marshmallow_generic.GenericSchema.dump], but returns a JSON-encoded string."""
...
@overload # type: ignore[override] @overload # type: ignore[override]
def load( def load(
self, self,
@ -268,10 +102,10 @@ class GenericSchema(GenericInsightMixin1[Model], Schema):
""" """
Deserializes data to objects of the specified **`Model`** class. Deserializes data to objects of the specified **`Model`** class.
Same as Same as [`marshmallow.Schema.load`]
[`marshmallow.Schema.load`][marshmallow.schema.Schema.load] at [marshmallow.schema.Schema.load] at runtime, but data will always
runtime, but data will always pass through the pass through the [`instantiate`]
[`instantiate`][marshmallow_generic.schema.GenericSchema.instantiate] [marshmallow_generic.schema.GenericSchema.instantiate]
hook after deserialization. hook after deserialization.
Annotations ensure that type checkers will infer the return type Annotations ensure that type checkers will infer the return type
@ -285,11 +119,11 @@ class GenericSchema(GenericInsightMixin1[Model], Schema):
the value for `self.many` is used. the value for `self.many` is used.
partial: partial:
Whether to ignore missing fields and not require any Whether to ignore missing fields and not require any
fields declared. Propagates down to fields declared. Propagates down to [`Nested`]
[`Nested`][marshmallow.fields.Nested] fields as well. If [marshmallow.fields.Nested] fields as well. If its value
its value is an iterable, only missing fields listed in is an iterable, only missing fields listed in that
that iterable will be ignored. Use dot delimiters to iterable will be ignored. Use dot delimiters to specify
specify nested fields. nested fields.
unknown: unknown:
Whether to exclude, include, or raise an error for unknown Whether to exclude, include, or raise an error for unknown
fields in the data. Use `EXCLUDE`, `INCLUDE` or `RAISE`. fields in the data. Use `EXCLUDE`, `INCLUDE` or `RAISE`.
@ -337,10 +171,10 @@ class GenericSchema(GenericInsightMixin1[Model], Schema):
""" """
Deserializes data to objects of the specified **`Model`** class. Deserializes data to objects of the specified **`Model`** class.
Same as Same as [`marshmallow.Schema.loads`]
[`marshmallow.Schema.loads`][marshmallow.schema.Schema.loads] at [marshmallow.schema.Schema.loads] at runtime, but data will always
runtime, but data will always pass through the pass through the [`instantiate`]
[`instantiate`][marshmallow_generic.schema.GenericSchema.instantiate] [marshmallow_generic.schema.GenericSchema.instantiate]
hook after deserialization. hook after deserialization.
Annotations ensure that type checkers will infer the return type Annotations ensure that type checkers will infer the return type
@ -354,11 +188,11 @@ class GenericSchema(GenericInsightMixin1[Model], Schema):
the value for `self.many` is used. the value for `self.many` is used.
partial: partial:
Whether to ignore missing fields and not require any Whether to ignore missing fields and not require any
fields declared. Propagates down to fields declared. Propagates down to [`Nested`]
[`Nested`][marshmallow.fields.Nested] fields as well. If [marshmallow.fields.Nested] fields as well. If its value
its value is an iterable, only missing fields listed in is an iterable, only missing fields listed in that
that iterable will be ignored. Use dot delimiters to iterable will be ignored. Use dot delimiters to specify
specify nested fields. nested fields.
unknown: unknown:
Whether to exclude, include, or raise an error for unknown Whether to exclude, include, or raise an error for unknown
fields in the data. Use `EXCLUDE`, `INCLUDE` or `RAISE`. fields in the data. Use `EXCLUDE`, `INCLUDE` or `RAISE`.

View File

@ -12,11 +12,7 @@ class GenericInsightMixinTestCase(TestCase):
mock_super.return_value = MagicMock(__init_subclass__=mock_super_meth) mock_super.return_value = MagicMock(__init_subclass__=mock_super_meth)
# Should be `None` by default: # Should be `None` by default:
self.assertIsNone(_util.GenericInsightMixin._type_arg_0) # type: ignore[misc] self.assertIsNone(_util.GenericInsightMixin._type_arg) # type: ignore[misc]
self.assertIsNone(_util.GenericInsightMixin._type_arg_1) # type: ignore[misc]
self.assertIsNone(_util.GenericInsightMixin._type_arg_2) # type: ignore[misc]
self.assertIsNone(_util.GenericInsightMixin._type_arg_3) # type: ignore[misc]
self.assertIsNone(_util.GenericInsightMixin._type_arg_4) # type: ignore[misc]
# If the mixin type argument was not specified (still generic), # If the mixin type argument was not specified (still generic),
# ensure that the attribute remains `None` on the subclass: # ensure that the attribute remains `None` on the subclass:
@ -28,55 +24,30 @@ class GenericInsightMixinTestCase(TestCase):
class Bar(Generic[t]): class Bar(Generic[t]):
pass pass
class TestCls(Bar[str], _util.GenericInsightMixin[t, None, int, str, bool]): class TestSchema1(Bar[str], _util.GenericInsightMixin[t]):
pass pass
self.assertIsNone(TestCls._type_arg_0) # type: ignore[misc] self.assertIsNone(TestSchema1._type_arg) # type: ignore[misc]
self.assertIsNone(TestCls._type_arg_1) # type: ignore[misc]
self.assertIs(int, TestCls._type_arg_2) # type: ignore[misc]
self.assertIs(str, TestCls._type_arg_3) # type: ignore[misc]
self.assertIs(bool, TestCls._type_arg_4) # type: ignore[misc]
mock_super.assert_called_once() mock_super.assert_called_once()
mock_super_meth.assert_called_once_with() mock_super_meth.assert_called_once_with()
mock_super.reset_mock() mock_super.reset_mock()
mock_super_meth.reset_mock() mock_super_meth.reset_mock()
# If the mixin type arguments were omitted, # If the mixin type argument was specified,
# ensure the attributes remained `None`: # ensure it was assigned to the attribute on the child class:
class UnspecifiedCls(_util.GenericInsightMixin): # type: ignore[type-arg] class TestSchema2(Bar[str], _util.GenericInsightMixin[Foo]):
pass pass
self.assertIsNone(UnspecifiedCls._type_arg_0) # type: ignore[misc] self.assertIs(Foo, TestSchema2._type_arg) # type: ignore[misc]
self.assertIsNone(UnspecifiedCls._type_arg_1) # type: ignore[misc]
self.assertIsNone(UnspecifiedCls._type_arg_2) # type: ignore[misc]
self.assertIsNone(UnspecifiedCls._type_arg_3) # type: ignore[misc]
self.assertIsNone(UnspecifiedCls._type_arg_4) # type: ignore[misc]
mock_super.assert_called_once() mock_super.assert_called_once()
mock_super_meth.assert_called_once_with() mock_super_meth.assert_called_once_with()
def test__get_type_arg(self) -> None: def test__get_type_arg(self) -> None:
with self.assertRaises(AttributeError): with self.assertRaises(AttributeError):
_util.GenericInsightMixin._get_type_arg(0) _util.GenericInsightMixin._get_type_arg()
_type_0 = object() _type = object()
_type_1 = object() with patch.object(_util.GenericInsightMixin, "_type_arg", new=_type):
_type_2 = object() self.assertIs(_type, _util.GenericInsightMixin._get_type_arg())
_type_3 = object()
_type_4 = object()
with patch.multiple(
_util.GenericInsightMixin,
_type_arg_0=_type_0,
_type_arg_1=_type_1,
_type_arg_2=_type_2,
_type_arg_3=_type_3,
_type_arg_4=_type_4,
):
self.assertIs(_type_0, _util.GenericInsightMixin._get_type_arg(0))
self.assertIs(_type_1, _util.GenericInsightMixin._get_type_arg(1))
self.assertIs(_type_2, _util.GenericInsightMixin._get_type_arg(2))
self.assertIs(_type_3, _util.GenericInsightMixin._get_type_arg(3))
self.assertIs(_type_4, _util.GenericInsightMixin._get_type_arg(4))
with self.assertRaises(ValueError):
_util.GenericInsightMixin._get_type_arg(5) # type: ignore[call-overload]

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@ -1,4 +1,3 @@
from typing import Any
from unittest import TestCase from unittest import TestCase
from unittest.mock import MagicMock, patch from unittest.mock import MagicMock, patch
@ -6,33 +5,6 @@ from marshmallow_generic import _util, schema
class GenericSchemaTestCase(TestCase): class GenericSchemaTestCase(TestCase):
@patch("marshmallow.schema.Schema.__init__")
def test___init__(self, mock_super_init: MagicMock) -> None:
class Foo:
pass
kwargs: dict[str, Any] = {
"only": object(),
"exclude": object(),
"context": object(),
"load_only": object(),
"dump_only": object(),
"partial": object(),
"unknown": object(),
"many": object(),
}
schema.GenericSchema[Foo](**kwargs)
mock_super_init.assert_called_once_with(**kwargs)
def test___setattr__(self) -> None:
class Foo:
pass
obj = schema.GenericSchema[Foo]()
with self.assertWarns(UserWarning):
obj.many = new = MagicMock()
self.assertIs(new, obj.many)
@patch.object(_util.GenericInsightMixin, "_get_type_arg") @patch.object(_util.GenericInsightMixin, "_get_type_arg")
def test_instantiate(self, mock__get_type_arg: MagicMock) -> None: def test_instantiate(self, mock__get_type_arg: MagicMock) -> None:
mock__get_type_arg.return_value = mock_cls = MagicMock() mock__get_type_arg.return_value = mock_cls = MagicMock()
@ -45,29 +17,9 @@ class GenericSchemaTestCase(TestCase):
# Explicit annotation to possibly catch mypy errors: # Explicit annotation to possibly catch mypy errors:
output: Foo = schema_obj.instantiate(mock_data) output: Foo = schema_obj.instantiate(mock_data)
self.assertIs(mock_cls.return_value, output) self.assertIs(mock_cls.return_value, output)
mock__get_type_arg.assert_called_once_with(0) mock__get_type_arg.assert_called_once_with()
mock_cls.assert_called_once_with(**mock_data) mock_cls.assert_called_once_with(**mock_data)
def test_dump_and_dumps(self) -> None:
"""Mainly for static type checking purposes."""
class Foo:
pass
class TestSchema(schema.GenericSchema[Foo]):
pass
foo = Foo()
single: dict[str, Any] = TestSchema().dump(foo)
self.assertDictEqual({}, single)
json_string: str = TestSchema().dumps(foo)
self.assertEqual("{}", json_string)
multiple: list[dict[str, Any]] = TestSchema().dump([foo], many=True)
self.assertListEqual([{}], multiple)
json_string = TestSchema().dumps([foo], many=True)
self.assertEqual("[{}]", json_string)
def test_load_and_loads(self) -> None: def test_load_and_loads(self) -> None:
"""Mainly for static type checking purposes.""" """Mainly for static type checking purposes."""