This project adheres to Calendar Versioning. The first number of the version is the year. The second number is incremented with each release, starting at 1 for each year. The third number is for emergencies when we need to start branches for older releases.
Our backwards-compatibility policy can be found here.
- Potentially breaking: The converters raise {class}
StructureHandlerNotFoundError
more eagerly (on hook creation, instead of on hook use). This helps surfacing problems with missing hooks sooner. See Migrations for steps to restore legacy behavior. (#577) - Add a Migrations page, with instructions on migrating changed behavior for each version. (#577)
- Expose {func}
cattrs.cols.mapping_unstructure_factory
through {mod}cattrs.cols
. - Some
defaultdicts
are now supported by default, and {func}cattrs.cols.is_defaultdict
{func} andcattrs.cols.defaultdict_structure_factory
are exposed through {mod}cattrs.cols
. (#519 #588) - Many preconf converters (bson, stdlib JSON, cbor2, msgpack, msgspec, orjson, ujson) skip unstructuring
int
andstr
enums, leaving them to the underlying libraries to handle with greater efficiency. (#598) - Literals containing enums are now unstructured properly, and their unstructuring is greatly optimized in the bson, stdlib JSON, cbor2, msgpack, msgspec, orjson and ujson preconf converters. (#598)
- Preconf converters now handle dictionaries with literal keys properly. (#599)
- Replace
cattrs.gen.MappingStructureFn
withcattrs.SimpleStructureHook[In, T]
. - Python 3.13 is now supported. (#543 #547)
- Python 3.8 is no longer supported, as it is end-of-life. Use previous versions on this Python version. (#591)
- Change type of
Converter.__init__.unstruct_collection_overrides
fromCallable
toMapping[type, UnstructureHook]
(#594). - Adopt the Contributor Covenant Code of Conduct (just like attrs).
- Fix {meth}
BaseConverter.register_structure_hook
and {meth}BaseConverter.register_unstructure_hook
type hints. (#581 #582)
- Fix {meth}
BaseConverter.register_structure_hook_factory
and {meth}BaseConverter.register_unstructure_hook_factory
type hints. (#578 #579)
- Potentially breaking: Unstructuring hooks for
typing.Any
are consistent now: values are unstructured using their runtime type. Previously this behavior was underspecified and inconsistent, but followed this rule in the majority of cases. Reverting old behavior is very dependent on the actual case; ask on the issue tracker if in doubt. (#473) - Minor change: Heterogeneous tuples are now unstructured into tuples instead of lists by default; this is significantly faster and widely supported by serialization libraries. (#486)
- Minor change: {func}
cattrs.gen.make_dict_structure_fn
will use the value for theprefer_attrib_converters
parameter from the given converter by default now. If you're using this function directly, the old behavior can be restored by passing in the desired values explicitly. (#527 #528) - Introduce {meth}
BaseConverter.get_structure_hook
and {meth}BaseConverter.get_unstructure_hook
methods. (#432 #472) - {meth}
BaseConverter.register_structure_hook
, {meth}BaseConverter.register_unstructure_hook
, {meth}BaseConverter.register_unstructure_hook_factory
and {meth}BaseConverter.register_structure_hook_factory
can now be used as decorators and have gained new features. See here and here for more details. (#487) - Introduce and document the {mod}
cattrs.cols
module for better collection customizations. (#504 #540) - Enhance the {func}
cattrs.cols.is_mapping
predicate function to also cover virtual subclasses ofabc.Mapping
. This enables map classes from libraries such as immutables or sortedcontainers to structure out-of-the-box. (#555 #556) - Introduce the msgspec {mod}
preconf converter <cattrs.preconf.msgspec>
. Only JSON is supported for now, with other formats supported by msgspec to come later. (#481) - The default union handler now properly takes renamed fields into account. (#472)
- The default union handler now also handles dataclasses. (#426 #477)
- Add support for PEP 695 type aliases. (#452)
- Add support for PEP 696
TypeVar
s with defaults. (#512) - Add support for named tuples with type metadata (
typing.NamedTuple
). (#425 #491) - Add support for optionally un/unstructuring named tuples using dictionaries. (#425 #549)
- The
include_subclasses
strategy now fetches the member hooks from the converter (making use of converter defaults) if overrides are not provided, instead of generating new hooks with no overrides. (#429 #472) - The preconf
make_converter
factories are now correctly typed. (#481) - The {class}
orjson preconf converter <cattrs.preconf.orjson.OrjsonConverter>
now passes through dates and datetimes to orjson while unstructuring, greatly improving speed. (#463) - {mod}
cattrs.gen
generators now attach metadata to the generated functions, making them introspectable. (#472) - Structure hook factories in {mod}
cattrs.gen
now handle recursive classes better. (#540) - The tagged union strategy now leaves the tags in the payload unless
forbid_extra_keys
is set. (#533 #534) - More robust support for
Annotated
andNotRequired
in TypedDicts. (#450) typing_extensions.Literal
is now automatically structured, just liketyping.Literal
. (#460 #467)typing_extensions.Any
is now supported and handled liketyping.Any
. (#488 #490)Optional
types can now be consistently customized usingregister_structure_hook
andregister_unstructure_hook
. (#529 #530)- The BaseConverter now properly generates detailed validation errors for mappings. (#496)
- PEP 695 generics are now tested. (#452)
- Imports are now sorted using Ruff.
- Tests are run with the pytest-xdist plugin by default.
- Rework the introductory parts of the documentation, introducing the Basics section. (#472)
- The documentation has been significantly reworked. (#473)
- The docs now use the Inter font.
- Make type annotations for
include_subclasses
andtagged_union
strategies more lenient. (#431)
- Fix a regression when unstructuring dictionary values typed as
Any
. (#453 #462) - Fix a regression when unstructuring unspecialized generic classes. (#465 #466)
- Optimize function source code caching. (#445 #464)
- Generate unique files only in case of linecache enabled. (#445 #441)
- Potentially breaking: skip attrs fields marked as
init=False
by default. This change is potentially breaking for unstructuring. See here for instructions on how to restore the old behavior. (#40 #395) - Potentially breaking: {py:func}
cattrs.gen.make_dict_structure_fn
and {py:func}cattrs.gen.typeddicts.make_dict_structure_fn
will use the values for thedetailed_validation
andforbid_extra_keys
parameters from the given converter by default now. If you're using these functions directly, the old behavior can be restored by passing in the desired values directly. (#410 #411) - Potentially breaking: The default union structuring strategy will also use fields annotated as
typing.Literal
to help guide structuring. See here for instructions on how to restore the old behavior. (#391) - Python 3.12 is now supported. Python 3.7 is no longer supported; use older releases there. (#424)
- Implement the
union passthrough
strategy, enabling much richer union handling for preconfigured converters. Learn more here. - Introduce the
use_class_methods
strategy. Learn more here. (#405) - The
omit
parameter of {py:func}cattrs.override
is now of typebool | None
(frombool
).None
is the new default and means to apply default cattrs handling to the attribute, which is to omit the attribute if it's marked asinit=False
, and keep it otherwise. - Converters can now be initialized with custom fallback hook factories for un/structuring. (#331 #441)
- Add support for
date
to preconfigured converters. (#420) - Add support for
datetime.date
s to the PyYAML preconfigured converter. (#393) - Fix {py:func}
format_exception() <cattrs.v.format_exception>
parameter working for recursive calls to {py:func}transform_error <cattrs.transform_error>
. (#389) - attrs aliases are now supported, although aliased fields still map to their attribute name instead of their alias by default when un/structuring. (#322 #391)
- Fix TypedDicts with periods in their field names. (#376 #377)
- Optimize and improve unstructuring of
Optional
(unions of one type andNone
). (#380 #381) - Fix {py:func}
format_exception <cattrs.v.format_exception>
and {py:func}transform_error <cattrs.transform_error>
type annotations. - Improve the implementation of
cattrs._compat.is_typeddict
. The implementation is now simpler, and relies on fewer private implementation details fromtyping
and typing_extensions. (#384) - Improve handling of TypedDicts with forward references.
- Speed up generated attrs and TypedDict structuring functions by changing their signature slightly. (#388)
- Fix copying of converters with function hooks. (#398 #399)
- Broaden {py:func}
loads' <cattrs.preconf.orjson.OrjsonConverter.loads>
type definition for the preconf orjson converter. (#400) - {py:class}
AttributeValidationNote <cattrs.AttributeValidationNote>
and {py:class}IterableValidationNote <cattrs.IterableValidationNote>
are now picklable. (#408) - Fix structuring
Final
lists. (#412) - Fix certain cases of structuring
Annotated
types. (#418) - Fix the tagged union strategy to work with
forbid_extra_keys
. (#402 #443) - Use PDM instead of Poetry.
- cattrs is now linted with Ruff.
- Remove some unused lines in the unstructuring code. (#416)
- Fix handling classes inheriting from non-generic protocols. (#374 #436)
- The documentation Makefile now supports the
htmlview
andhtmllive
targets. (#442) - cattrs is now published using PyPI Trusted Publishers, and
main
branch commits are automatically deployed to Test PyPI.
- Improve
typing_extensions
version bound. (#372)
- Introduce the
tagged_union
strategy. (#318 #317) - Introduce the
cattrs.transform_error
helper function for formatting validation exceptions. (258 342) - Add support for
typing.TypedDict
andtyping_extensions.TypedDict
. (#296 #364) - Add support for
typing.Final
. (#340 #349) - Introduce
override.struct_hook
andoverride.unstruct_hook
. Learn more here. (#326) - Fix generating structuring functions for types with angle brackets (
<>
) and pipe symbols (|
) in the name. (#319 #327) pathlib.Path
is now supported by default. (#81)- Add
cbor2
serialization library to thecattrs.preconf
package. - Add optional dependencies for
cattrs.preconf
third-party libraries. (#337) - All preconf converters now allow overriding the default
unstruct_collection_overrides
inmake_converter
. (#350 #353) - Subclasses structuring and unstructuring is now supported via a custom
include_subclasses
strategy. (#312) - Add support for
typing_extensions.Annotated
when the python version is less than3.9
. (#366) - Add unstructuring and structuring support for the standard library
deque
. (#355)
- Potentially breaking:
cattrs.Converter
has been renamed tocattrs.BaseConverter
, andcattrs.GenConverter
tocattrs.Converter
. TheGenConverter
name is still available for backwards compatibility, but is deprecated. If you were depending on functionality specific to the oldConverter
, change your import tofrom cattrs import BaseConverter
. - NewTypes are now supported by the
cattrs.Converter
. (#255 #94 #297) cattrs.Converter
andcattrs.BaseConverter
can now copy themselves using thecopy
method. (#284)- Python 3.11 support.
- cattrs now supports un/structuring
kw_only
fields on attrs classes into/from dictionaries. (#247) - PyPy support (and tests, using a minimal Hypothesis profile) restored. (#253)
- Fix propagating the
detailed_validation
flag to mapping and counter structuring generators. - Fix
typing.Set
applying too broadly when used with theGenConverter.unstruct_collection_overrides
parameter on Python versions below 3.9. Switch totyping.AbstractSet
on those versions to restore the old behavior. (#264) - Uncap the required Python version, to avoid problems detailed here (#275)
- Fix
Converter.register_structure_hook_factory
andcattrs.gen.make_dict_unstructure_fn
type annotations. (#281) - Expose all error classes in the
cattr.errors
namespace. Note that it is deprecated, just usecattrs.errors
. (#252) - Fix generating structuring functions for types with quotes in the name. (#291 #277)
- Fix usage of notes for the final version of PEP 678, supported since
exceptiongroup>=1.0.0rc4
. (#303)
- cattrs now uses the CalVer versioning convention.
- cattrs now has a detailed validation mode, which is enabled by default. Learn more here.
The old behavior can be restored by creating the converter with
detailed_validation=False
. - attrs and dataclass structuring is now ~25% faster.
- Fix an issue structuring bare
typing.List
s on Pythons lower than 3.9. (#209) - Fix structuring of non-parametrized containers like
list/dict/...
on Pythons lower than 3.9. (#218) - Fix structuring bare
typing.Tuple
on Pythons lower than 3.9. (#218) - Fix a wrong
AttributeError
of an missing__parameters__
attribute. This could happen when inheriting certain generic classes – for exampletyping.*
classes are affected. (#217) - Fix structuring of
enum.Enum
instances intyping.Literal
types. (#231) - Fix unstructuring all tuples - unannotated, variable-length, homogenous and heterogenous - to
list
. (#226) - For
forbid_extra_keys
raise customForbiddenExtraKeyError
instead of genericException
. (#225) - All preconf converters now support
loads
anddumps
directly. See an example here. - Fix mappings with byte keys for the orjson, bson and tomlkit converters. (#241)
In this release, _cattrs_ introduces the {mod}`cattrs` package as the main entry point into the library, replacing the `cattr` package.
The `cattr` package is never going away, nor is it technically deprecated.
New functionality will be added only to the `cattrs` package, but there is no need to replace your current imports.
This change mirrors [a similar change in _attrs_](https://www.attrs.org/en/stable/names.html).
- Add PEP 563 (string annotations) support for dataclasses. (#195)
- Fix handling of dictionaries with string Enum keys for bson, orjson, and tomlkit.
- Rename the {func}
cattrs.gen.make_dict_unstructure_fn
omit_if_default
parameter to_cattrs_omit_if_default
, for consistency. Theomit_if_default
parameters to {class}GenConverter
and {func}override
are unchanged. - Following the changes in attrs 21.3.0, add a {mod}
cattrs
package mirroring the existingcattr
package. Both package names may be used as desired, and thecattr
package isn't going away.
- Python 3.10 support, including support for the new union syntax (
A | B
vsUnion[A, B]
). - The
GenConverter
can now properly structure generic classes with generic collection fields. (#149) omit=True
now also affects generated structuring functions. (#166)cattr.gen.{make_dict_structure_fn, make_dict_unstructure_fn}
now resolve type annotations automatically when PEP 563 is used. (#169)- Protocols are now unstructured as their runtime types. (#177)
- Fix an issue generating structuring functions with renaming and
_cattrs_forbid_extra_keys=True
. (#190)
- Fix
GenConverter
mapping structuring for unannotated dicts on Python 3.8. (#151) - The source code for generated un/structuring functions is stored in the
linecache
cache, which enables more informative stack traces when un/structuring errors happen using theGenConverter
. This behavior can optionally be disabled to save memory. - Support using the attr converter callback during structure.
By default, this is a method of last resort, but it can be elevated to the default by setting
prefer_attrib_converters=True
onConverter
orGenConverter
. (#138) - Fix structuring recursive classes. (#159)
- Converters now support un/structuring hook factories. This is the most powerful and complex venue for customizing un/structuring. This had previously been an internal feature.
- The Common Usage Examples documentation page now has a section on advanced hook factory usage.
cattr.override
now supports theomit
parameter, which makes cattrs skip the atribute entirely when unstructuring.- The
cattr.preconf.bson
module is now tested against thebson
module bundled with thepymongo
package, because that package is much more popular than the standalone PyPIbson
package.
Literal
s are not supported on Python 3.9.0 (supported on 3.9.1 and later), so we skip importing them there. (#150)
cattr.global_converter
(which providescattr.unstructure
,cattr.structure
etc.) is now an instance ofcattr.GenConverter
.Literal
s are now supported and validated when structuring.- Fix dependency metadata information for attrs. (#147)
- Fix
GenConverter
mapping structuring for unannotated dicts. (#148)
- cattrs now uses Poetry.
GenConverter
mapping structuring is now ~25% faster, and unstructuring heterogenous tuples is significantly faster.- Add
cattr.preconf
. This package contains modules for making converters for particular serialization libraries. We currently support the standard libraryjson
, and third-partyujson
,orjson
,msgpack
,bson
,pyyaml
andtomlkit
libraries.
- Fix an issue with
GenConverter
unstructuring attrs classes and dataclasses with generic fields. (#65) GenConverter
has support for easy overriding of collection unstructuring types (for example, unstructure all sets to lists) through itsunstruct_collection_overrides
argument. (#137)- Unstructuring mappings with
GenConverter
is significantly faster. GenConverter
supports strict handling of unexpected dictionary keys through itsforbid_extra_keys
argument. (#142)
- Fix an issue with
GenConverter
un/structuring hooks when a function hook is registered after the converter has already been used. - Add support for
collections.abc.{Sequence, MutableSequence, Set, MutableSet}
. These should be used on 3.9+ instead of theirtyping
alternatives, which are deprecated. (#128) - The
GenConverter
will unstructure iterables (list[T]
,tuple[T, ...]
,set[T]
) using their type argument instead of the runtime class if its elements, if possible. These unstructuring operations are up to 40% faster. (#129) - Flesh out
Converter
andGenConverter
initializer type annotations. (#131) - Add support for
typing.Annotated
on Python 3.9+. cattrs will use the first annotation present. cattrs specific annotations may be added in the future. (#127) - Add support for dataclasses. (#43)
- cattrs now has a benchmark suite to help make and keep cattrs the fastest it can be. The instructions on using it can be found under the Benchmarking section in the docs. (#123)
- Fix an issue unstructuring tuples of non-primitives. (#125)
- cattrs now calls
attr.resolve_types
on attrs classes when registering un/structuring hooks. GenConverter
structuring and unstructuring of attrs classes is significantly faster.
converter.unstructure
now supports an optional parameter,unstructure_as
, which can be used to unstructure something as a different type. Useful for unions.- Improve support for union un/structuring hooks. Flesh out docs for advanced union handling. (#115)
- Fix
GenConverter
behavior with inheritance hierarchies of attrs classes. ([#117](#117 #116) - Refactor
GenConverter.un/structure_attrs_fromdict
intoGenConverter.gen_un/structure_attrs_fromdict
to allow calling back toConverter.un/structure_attrs_fromdict
without sideeffects. (#118)
- The default disambiguator will not consider non-required fields any more. (#108)
- Fix a couple type annotations. (#107 #105)
- Fix a
GenConverter
unstructuring issue and tests.
- Add metadata for supported Python versions. (#103)
- Python 2, 3.5 and 3.6 support removal. If you need it, use a version below 1.1.0.
- Python 3.9 support, including support for built-in generic types (
list[int]
vstyping.List[int]
). - cattrs now includes functions to generate specialized structuring and unstructuring hooks. Specialized hooks are faster and support overrides (
omit_if_default
andrename
). See thecattr.gen
module. - cattrs now includes a converter variant,
cattr.GenConverter
, that automatically generates specialized hooks for attrs classes. This converter will become the default in the future. - Generating specialized structuring hooks now invokes attr.resolve_types on a class if the class makes use of the new PEP 563 annotations.
- cattrs now depends on attrs >= 20.1.0, because of
attr.resolve_types
. - Specialized hooks now support generic classes. The default converter will generate and use a specialized hook upon encountering a generic class.
- attrs classes with private attributes can now be structured by default.
- Structuring from dictionaries is now more lenient: extra keys are ignored.
- cattrs has improved type annotations for use with Mypy.
- Unstructuring sets and frozensets now works properly.
- Python 3.8 support.
- Python 3.7 support.
- The disambiguation function generator now supports unions of attrs classes and NoneType.
- Distribution fix.
- Removed the undocumented
Converter.unstruct_strat
property setter. - Removed the ability to set the
Converter.structure_attrs
instance field. - Some micro-optimizations were applied; a
structure(unstructure(obj))
roundtrip is now up to 2 times faster.
- Packaging fixes. (#17)
- structure/unstructure now supports using functions as well as classes for deciding the appropriate function.
- added
Converter.register_structure_hook_func
, to register a function instead of a class for determining handler func. - added
Converter.register_unstructure_hook_func
, to register a function instead of a class for determining handler func. - vendored typing is no longer needed, nor provided.
- Attributes with default values can now be structured if they are missing in the input. (#15)
Optional
attributes can no longer be structured if they are missing in the input.cattr.typed
removed since the functionality is now present in attrs itself. Replace instances ofcattr.typed(type)
withattr.ib(type=type)
.
Converter.loads
is nowConverter.structure
, andConverter.dumps
is nowConverter.unstructure
.- Python 2.7 is supported.
- Moved
cattr.typing
tocattr.vendor.typing
to support different vendored versions of typing.py for Python 2 and Python 3. - Type metadata can be added to attrs classes using
cattr.typed
.
- Python 3.4 is no longer supported.
- Introduced
cattr.typing
for use with Python versions 3.5.2 and 3.6.0. - Minor changes to work with newer versions of
typing
. - Bare Optionals are not supported any more (use
Optional[Any]
). - Attempting to load unrecognized classes will result in a ValueError, and a helpful message to register a loads hook.
- Loading attrs classes is now documented.
- The global converter is now documented.
cattr.loads_attrs_fromtuple
andcattr.loads_attrs_fromdict
are now exposed.
- Tests and documentation.
- First release on PyPI.