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These are keyword-only APIs that call `attr.s` and `attr.ib` with different
default values.
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A class decorator that adds :term:`dunder methods` according to
:term:`fields <field>` specified using :doc:`type annotations <types>`,
`field()` calls, or the *these* argument.
Since *attrs* patches or replaces an existing class, you cannot use
`object.__init_subclass__` with *attrs* classes, because it runs too early.
As a replacement, you can define ``__attrs_init_subclass__`` on your class.
It will be called by *attrs* classes that subclass it after they're
created. See also :ref:`init-subclass`.
Args:
slots (bool):
Create a :term:`slotted class <slotted classes>` that's more
memory-efficient. Slotted classes are generally superior to the
default dict classes, but have some gotchas you should know about,
so we encourage you to read the :term:`glossary entry <slotted
classes>`.
auto_detect (bool):
Instead of setting the *init*, *repr*, *eq*, and *hash* arguments
explicitly, assume they are set to True **unless any** of the
involved methods for one of the arguments is implemented in the
*current* class (meaning, it is *not* inherited from some base
class).
So, for example by implementing ``__eq__`` on a class yourself,
*attrs* will deduce ``eq=False`` and will create *neither*
``__eq__`` *nor* ``__ne__`` (but Python classes come with a
sensible ``__ne__`` by default, so it *should* be enough to only
implement ``__eq__`` in most cases).
Passing True or False` to *init*, *repr*, *eq*, or *hash*
overrides whatever *auto_detect* would determine.
auto_exc (bool):
If the class subclasses `BaseException` (which implicitly includes
any subclass of any exception), the following happens to behave
like a well-behaved Python exception class:
- the values for *eq*, *order*, and *hash* are ignored and the
instances compare and hash by the instance's ids [#]_ ,
- all attributes that are either passed into ``__init__`` or have a
default value are additionally available as a tuple in the
``args`` attribute,
- the value of *str* is ignored leaving ``__str__`` to base
classes.
.. [#]
Note that *attrs* will *not* remove existing implementations of
``__hash__`` or the equality methods. It just won't add own
ones.
on_setattr (~typing.Callable | list[~typing.Callable] | None | ~typing.Literal[attrs.setters.NO_OP]):
A callable that is run whenever the user attempts to set an
attribute (either by assignment like ``i.x = 42`` or by using
`setattr` like ``setattr(i, "x", 42)``). It receives the same
arguments as validators: the instance, the attribute that is being
modified, and the new value.
If no exception is raised, the attribute is set to the return value
of the callable.
If a list of callables is passed, they're automatically wrapped in
an `attrs.setters.pipe`.
If left None, the default behavior is to run converters and
validators whenever an attribute is set.
init (bool):
Create a ``__init__`` method that initializes the *attrs*
attributes. Leading underscores are stripped for the argument name,
unless an alias is set on the attribute.
.. seealso::
`init` shows advanced ways to customize the generated
``__init__`` method, including executing code before and after.
repr(bool):
Create a ``__repr__`` method with a human readable representation
of *attrs* attributes.
str (bool):
Create a ``__str__`` method that is identical to ``__repr__``. This
is usually not necessary except for `Exception`\ s.
eq (bool | None):
If True or None (default), add ``__eq__`` and ``__ne__`` methods
that check two instances for equality.
.. seealso::
`comparison` describes how to customize the comparison behavior
going as far comparing NumPy arrays.
order (bool | None):
If True, add ``__lt__``, ``__le__``, ``__gt__``, and ``__ge__``
methods that behave like *eq* above and allow instances to be
ordered.
They compare the instances as if they were tuples of their *attrs*
attributes if and only if the types of both classes are
*identical*.
If `None` mirror value of *eq*.
.. seealso:: `comparison`
unsafe_hash (bool | None):
If None (default), the ``__hash__`` method is generated according
how *eq* and *frozen* are set.
1. If *both* are True, *attrs* will generate a ``__hash__`` for
you.
2. If *eq* is True and *frozen* is False, ``__hash__`` will be set
to None, marking it unhashable (which it is).
3. If *eq* is False, ``__hash__`` will be left untouched meaning
the ``__hash__`` method of the base class will be used. If the
base class is `object`, this means it will fall back to id-based
hashing.
Although not recommended, you can decide for yourself and force
*attrs* to create one (for example, if the class is immutable even
though you didn't freeze it programmatically) by passing True or
not. Both of these cases are rather special and should be used
carefully.
.. seealso::
- Our documentation on `hashing`,
- Python's documentation on `object.__hash__`,
- and the `GitHub issue that led to the default \ behavior
<https://github.com/python-attrs/attrs/issues/136>`_ for more
details.
hash (bool | None):
Deprecated alias for *unsafe_hash*. *unsafe_hash* takes precedence.
cache_hash (bool):
Ensure that the object's hash code is computed only once and stored
on the object. If this is set to True, hashing must be either
explicitly or implicitly enabled for this class. If the hash code
is cached, avoid any reassignments of fields involved in hash code
computation or mutations of the objects those fields point to after
object creation. If such changes occur, the behavior of the
object's hash code is undefined.
frozen (bool):
Make instances immutable after initialization. If someone attempts
to modify a frozen instance, `attrs.exceptions.FrozenInstanceError`
is raised.
.. note::
1. This is achieved by installing a custom ``__setattr__``
method on your class, so you can't implement your own.
2. True immutability is impossible in Python.
3. This *does* have a minor a runtime performance `impact
<how-frozen>` when initializing new instances. In other
words: ``__init__`` is slightly slower with ``frozen=True``.
4. If a class is frozen, you cannot modify ``self`` in
``__attrs_post_init__`` or a self-written ``__init__``. You
can circumvent that limitation by using
``object.__setattr__(self, "attribute_name", value)``.
5. Subclasses of a frozen class are frozen too.
kw_only (bool):
Make all attributes keyword-only in the generated ``__init__`` (if
*init* is False, this parameter is ignored).
weakref_slot (bool):
Make instances weak-referenceable. This has no effect unless
*slots* is True.
field_transformer (~typing.Callable | None):
A function that is called with the original class object and all
fields right before *attrs* finalizes the class. You can use this,
for example, to automatically add converters or validators to
fields based on their types.
.. seealso:: `transform-fields`
match_args (bool):
If True (default), set ``__match_args__`` on the class to support
:pep:`634` (*Structural Pattern Matching*). It is a tuple of all
non-keyword-only ``__init__`` parameter names on Python 3.10 and
later. Ignored on older Python versions.
collect_by_mro (bool):
If True, *attrs* collects attributes from base classes correctly
according to the `method resolution order
<https://docs.python.org/3/howto/mro.html>`_. If False, *attrs*
will mimic the (wrong) behavior of `dataclasses` and :pep:`681`.
See also `issue #428
<https://github.com/python-attrs/attrs/issues/428>`_.
getstate_setstate (bool | None):
.. note::
This is usually only interesting for slotted classes and you
should probably just set *auto_detect* to True.
If True, ``__getstate__`` and ``__setstate__`` are generated and
attached to the class. This is necessary for slotted classes to be
pickleable. If left None, it's True by default for slotted classes
and False for dict classes.
If *auto_detect* is True, and *getstate_setstate* is left None, and
**either** ``__getstate__`` or ``__setstate__`` is detected
directly on the class (meaning: not inherited), it is set to False
(this is usually what you want).
auto_attribs (bool | None):
If True, look at type annotations to determine which attributes to
use, like `dataclasses`. If False, it will only look for explicit
:func:`field` class attributes, like classic *attrs*.
If left None, it will guess:
1. If any attributes are annotated and no unannotated
`attrs.field`\ s are found, it assumes *auto_attribs=True*.
2. Otherwise it assumes *auto_attribs=False* and tries to collect
`attrs.field`\ s.
If *attrs* decides to look at type annotations, **all** fields
**must** be annotated. If *attrs* encounters a field that is set to
a :func:`field` / `attr.ib` but lacks a type annotation, an
`attrs.exceptions.UnannotatedAttributeError` is raised. Use
``field_name: typing.Any = field(...)`` if you don't want to set a
type.
.. warning::
For features that use the attribute name to create decorators
(for example, :ref:`validators <validators>`), you still *must*
assign :func:`field` / `attr.ib` to them. Otherwise Python will
either not find the name or try to use the default value to
call, for example, ``validator`` on it.
Attributes annotated as `typing.ClassVar`, and attributes that are
neither annotated nor set to an `field()` are **ignored**.
these (dict[str, object]):
A dictionary of name to the (private) return value of `field()`
mappings. This is useful to avoid the definition of your attributes
within the class body because you can't (for example, if you want
to add ``__repr__`` methods to Django models) or don't want to.
If *these* is not `None`, *attrs* will *not* search the class body
for attributes and will *not* remove any attributes from it.
The order is deduced from the order of the attributes inside
*these*.
Arguably, this is a rather obscure feature.
.. versionadded:: 20.1.0
.. versionchanged:: 21.3.0 Converters are also run ``on_setattr``.
.. versionadded:: 22.2.0
*unsafe_hash* as an alias for *hash* (for :pep:`681` compliance).
.. versionchanged:: 24.1.0
Instances are not compared as tuples of attributes anymore, but using a
big ``and`` condition. This is faster and has more correct behavior for
uncomparable values like `math.nan`.
.. versionadded:: 24.1.0
If a class has an *inherited* classmethod called
``__attrs_init_subclass__``, it is executed after the class is created.
.. deprecated:: 24.1.0 *hash* is deprecated in favor of *unsafe_hash*.
.. versionadded:: 24.3.0
Unless already present, a ``__replace__`` method is automatically
created for `copy.replace` (Python 3.13+ only).
.. note::
The main differences to the classic `attr.s` are:
- Automatically detect whether or not *auto_attribs* should be `True`
(c.f. *auto_attribs* parameter).
- Converters and validators run when attributes are set by default --
if *frozen* is `False`.
- *slots=True*
Usually, this has only upsides and few visible effects in everyday
programming. But it *can* lead to some surprising behaviors, so
please make sure to read :term:`slotted classes`.
- *auto_exc=True*
- *auto_detect=True*
- *order=False*
- Some options that were only relevant on Python 2 or were kept around
for backwards-compatibility have been removed.
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Create a new :term:`field` / :term:`attribute` on a class.
.. warning::
Does **nothing** unless the class is also decorated with
`attrs.define` (or similar)!
Args:
default:
A value that is used if an *attrs*-generated ``__init__`` is used
and no value is passed while instantiating or the attribute is
excluded using ``init=False``.
If the value is an instance of `attrs.Factory`, its callable will
be used to construct a new value (useful for mutable data types
like lists or dicts).
If a default is not set (or set manually to `attrs.NOTHING`), a
value *must* be supplied when instantiating; otherwise a
`TypeError` will be raised.
.. seealso:: `defaults`
factory (~typing.Callable):
Syntactic sugar for ``default=attr.Factory(factory)``.
validator (~typing.Callable | list[~typing.Callable]):
Callable that is called by *attrs*-generated ``__init__`` methods
after the instance has been initialized. They receive the
initialized instance, the :func:`~attrs.Attribute`, and the passed
value.
The return value is *not* inspected so the validator has to throw
an exception itself.
If a `list` is passed, its items are treated as validators and must
all pass.
Validators can be globally disabled and re-enabled using
`attrs.validators.get_disabled` / `attrs.validators.set_disabled`.
The validator can also be set using decorator notation as shown
below.
.. seealso:: :ref:`validators`
repr (bool | ~typing.Callable):
Include this attribute in the generated ``__repr__`` method. If
True, include the attribute; if False, omit it. By default, the
built-in ``repr()`` function is used. To override how the attribute
value is formatted, pass a ``callable`` that takes a single value
and returns a string. Note that the resulting string is used as-is,
which means it will be used directly *instead* of calling
``repr()`` (the default).
eq (bool | ~typing.Callable):
If True (default), include this attribute in the generated
``__eq__`` and ``__ne__`` methods that check two instances for
equality. To override how the attribute value is compared, pass a
callable that takes a single value and returns the value to be
compared.
.. seealso:: `comparison`
order (bool | ~typing.Callable):
If True (default), include this attributes in the generated
``__lt__``, ``__le__``, ``__gt__`` and ``__ge__`` methods. To
override how the attribute value is ordered, pass a callable that
takes a single value and returns the value to be ordered.
.. seealso:: `comparison`
hash (bool | None):
Include this attribute in the generated ``__hash__`` method. If
None (default), mirror *eq*'s value. This is the correct behavior
according the Python spec. Setting this value to anything else
than None is *discouraged*.
.. seealso:: `hashing`
init (bool):
Include this attribute in the generated ``__init__`` method.
It is possible to set this to False and set a default value. In
that case this attributed is unconditionally initialized with the
specified default value or factory.
.. seealso:: `init`
converter (typing.Callable | Converter):
A callable that is called by *attrs*-generated ``__init__`` methods
to convert attribute's value to the desired format.
If a vanilla callable is passed, it is given the passed-in value as
the only positional argument. It is possible to receive additional
arguments by wrapping the callable in a `Converter`.
Either way, the returned value will be used as the new value of the
attribute. The value is converted before being passed to the
validator, if any.
.. seealso:: :ref:`converters`
metadata (dict | None):
An arbitrary mapping, to be used by third-party code.
.. seealso:: `extending-metadata`.
type (type):
The type of the attribute. Nowadays, the preferred method to
specify the type is using a variable annotation (see :pep:`526`).
This argument is provided for backwards-compatibility and for usage
with `make_class`. Regardless of the approach used, the type will
be stored on ``Attribute.type``.
Please note that *attrs* doesn't do anything with this metadata by
itself. You can use it as part of your own code or for `static type
checking <types>`.
kw_only (bool):
Make this attribute keyword-only in the generated ``__init__`` (if
``init`` is False, this parameter is ignored).
on_setattr (~typing.Callable | list[~typing.Callable] | None | ~typing.Literal[attrs.setters.NO_OP]):
Allows to overwrite the *on_setattr* setting from `attr.s`. If left
None, the *on_setattr* value from `attr.s` is used. Set to
`attrs.setters.NO_OP` to run **no** `setattr` hooks for this
attribute -- regardless of the setting in `define()`.
alias (str | None):
Override this attribute's parameter name in the generated
``__init__`` method. If left None, default to ``name`` stripped
of leading underscores. See `private-attributes`.
.. versionadded:: 20.1.0
.. versionchanged:: 21.1.0
*eq*, *order*, and *cmp* also accept a custom callable
.. versionadded:: 22.2.0 *alias*
.. versionadded:: 23.1.0
The *type* parameter has been re-added; mostly for `attrs.make_class`.
Please note that type checkers ignore this metadata.
.. seealso::
`attr.ib`
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.. versionadded:: 21.3.0
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and `tuple` is always used as the *tuple_factory*.
.. versionadded:: 21.3.0
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