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Support field docstrings for dataclasses that use __slots__ #113878
A really nice __slots__ feature is the ability to provide a data dictionary in the form of docstrings. That is also available for property objects. Consider this example:
class Rocket:
__slots__ = {
'velocity': 'Speed relative to Earth in meters per second',
'mass': 'Gross weight in kilograms',
}
@property
def kinetic_energy(self):
'Kinetic energy in Newtons'
return self.mass * self.velocity ** 2
Running help(Rocket) shows all the field docstrings which is super helpful:
class Rocket(builtins.object)
| Readonly properties defined here:
|
| kinetic_energy
| Kinetic energy in Newtons
|
| ----------------------------------------------------------------------
| Data descriptors defined here:
|
| mass
| Gross weight in kilograms
|
| velocity
| Speed relative to Earth in meters per second
It would be nice is the same can be done with dataclasses that define __slots__:
@dataclass(slots=True)
class Rocket:
velocity: float = field(doc='Speed relative to Earth in meters per second')
weight: float = field(doc='Gross weight in kilograms')
diff --git Lib/dataclasses.py Lib/dataclasses.py
index 2fba32b5ffb..356c3df5874 100644
--- Lib/dataclasses.py+++ Lib/dataclasses.py@@ -303,11 +303,12 @@ class Field:
'compare',
'metadata',
'kw_only',
+ 'doc',
'_field_type', # Private: not to be used by user code.
)
def __init__(self, default, default_factory, init, repr, hash, compare,
- metadata, kw_only):+ metadata, kw_only, doc):
self.name = None
self.type = None
self.default = default
@@ -320,6 +321,7 @@ def __init__(self, default, default_factory, init, repr, hash, compare,
if metadata is None else
types.MappingProxyType(metadata))
self.kw_only = kw_only
+ self.doc = doc
self._field_type = None
@_recursive_repr
@@ -335,6 +337,7 @@ def __repr__(self):
f'compare={self.compare!r},'
f'metadata={self.metadata!r},'
f'kw_only={self.kw_only!r},'
+ f'doc={self.doc!r},'
f'_field_type={self._field_type}'
')')
@@ -402,7 +405,7 @@ def __repr__(self):
# so that a type checker can be told (via overloads) that this is a
# function whose type depends on its parameters.
def field(*, default=MISSING, default_factory=MISSING, init=True, repr=True,
- hash=None, compare=True, metadata=None, kw_only=MISSING):+ hash=None, compare=True, metadata=None, kw_only=MISSING, doc=None):
"""Return an object to identify dataclass fields.
default is the default value of the field. default_factory is a
@@ -414,7 +417,7 @@ def field(*, default=MISSING, default_factory=MISSING, init=True, repr=True,
comparison functions. metadata, if specified, must be a mapping
which is stored but not otherwise examined by dataclass. If kw_only
is true, the field will become a keyword-only parameter to
- __init__().+ __init__(). doc is a docstring for this field.
It is an error to specify both default and default_factory.
"""
@@ -422,7 +425,7 @@ def field(*, default=MISSING, default_factory=MISSING, init=True, repr=True,
if default is not MISSING and default_factory is not MISSING:
raise ValueError('cannot specify both default and default_factory')
return Field(default, default_factory, init, repr, hash, compare,
- metadata, kw_only)+ metadata, kw_only, doc)
def _fields_in_init_order(fields):
@@ -1156,7 +1159,7 @@ def _process_class(cls, init, repr, eq, order, unsafe_hash, frozen,
if weakref_slot and not slots:
raise TypeError('weakref_slot is True but slots is False')
if slots:
- cls = _add_slots(cls, frozen, weakref_slot)+ cls = _add_slots(cls, frozen, weakref_slot, fields)
abc.update_abstractmethods(cls)
@@ -1191,7 +1194,7 @@ def _get_slots(cls):
raise TypeError(f"Slots of '{cls.__name__}' cannot be determined")
-def _add_slots(cls, is_frozen, weakref_slot):+def _add_slots(cls, is_frozen, weakref_slot, defined_fields):
# Need to create a new class, since we can't set __slots__
# after a class has been created.
@@ -1208,16 +1211,17 @@ def _add_slots(cls, is_frozen, weakref_slot):
)
# The slots for our class. Remove slots from our base classes. Add
# '__weakref__' if weakref_slot was given, unless it is already present.
- cls_dict["__slots__"] = tuple(- itertools.filterfalse(+ cls_dict["__slots__"] = {+ slot: getattr(defined_fields.get(slot), 'doc', None)+ for slot in itertools.filterfalse(
inherited_slots.__contains__,
itertools.chain(
# gh-93521: '__weakref__' also needs to be filtered out if
# already present in inherited_slots
field_names, ('__weakref__',) if weakref_slot else ()
)
- ),- )+ )+ }
for field_name in field_names:
# Remove our attributes, if present. They'll still be
The only concern I have is that we change how __slots__ is defined: instead of tuple it would be a dict. I think that it should be fine, since it is a part of the language. But, some people might expect it to be only a tuple.
If others are fine with the change, I will add tests with docs and send a PR.
Reacted by Edgar Ramírez Mondragón, Raymond Hettinger and matthias
I think this change is okay. I don't think it would be reasonable for anyone to assume that dataclasses' __slots__ would always be a tuple.
That said, the documentation at https://docs.python.org/3/reference/datamodel.html says of __slots__: "This class variable can be assigned a string, iterable, or sequence of strings with variable names used by instances.". Perhaps that needs to be updated for the dict case?
One question I have about this feature: should it be an error to specify doc if not using __slots__? It will be available in the Field object, so I guess that's of some utility. I guess if we got super excited about it, we could teach inspect about Field.doc if the class is a dataclass and __slots__ isn't a dict. Or maybe even if it is a dict, then we could skip changing __slots__ to a dict for dataclasses.
One question I have about this feature: should it be an error to specify doc if not using slots?
I think it should be ok, some other tool might also use this doc= field.
I guess if we got super excited about it, we could teach inspect about Field.doc if the class is a dataclass and slots isn't a dict. Or maybe even if it is a dict, then we could skip changing slots to a dict for dataclasses.
As a separate feature, I guess :)
Right now I don't understand the whole idea.
One question I have about this feature: should it be an error to specify doc if not using slots? It will be available in the Field object, so I guess that's of some utility.
That makes sense to me. In this regard, it would be a bit like the metadata field but for a dedicated purpose.
I'm not sure this answers your question, @sobolevn, but:
I mean that inspect.getdoc() could contain logic that says "if this is a dataclass, then show the documentation of the fields, using the Field.doc values, if they exist". It doesn't really fit into the "Data descriptors defined here" section, but we should be able to come up with something.
Hi, is there any update on this? I am working on a configuration module that needs to be able to read default values from the dataclass and I'd like to be able to set the docstring for the field as well.
Activity
sobolevn commentedon Jan 10, 2024
The change is quite simple, it results in:
The change:
The only concern I have is that we change how
__slots__is defined: instead oftupleit would be adict. I think that it should be fine, since it is a part of the language. But, some people might expect it to be only atuple.If others are fine with the change, I will add tests with docs and send a PR.
ericvsmith commentedon Jan 13, 2024
I think this change is okay. I don't think it would be reasonable for anyone to assume that dataclasses'
__slots__would always be a tuple.That said, the documentation at https://docs.python.org/3/reference/datamodel.html says of
__slots__: "This class variable can be assigned a string, iterable, or sequence of strings with variable names used by instances.". Perhaps that needs to be updated for the dict case?rhettinger commentedon Jan 13, 2024
It would be nice to have the dict case specifically called out in the data model docs. Right now, all we have is the announcement in the 3.8 whatsnew.
ericvsmith commentedon Jan 13, 2024
Created #114044 for the documentation issue.
ericvsmith commentedon Jan 13, 2024
One question I have about this feature: should it be an error to specify
docif not using__slots__? It will be available in theFieldobject, so I guess that's of some utility. I guess if we got super excited about it, we could teachinspectaboutField.docif the class is a dataclass and__slots__isn't a dict. Or maybe even if it is a dict, then we could skip changing__slots__to a dict for dataclasses.sobolevn commentedon Jan 13, 2024
I think it should be ok, some other tool might also use this
doc=field.As a separate feature, I guess :)
Right now I don't understand the whole idea.
rhettinger commentedon Jan 13, 2024
That makes sense to me. In this regard, it would be a bit like the metadata field but for a dedicated purpose.
ericvsmith commentedon Jan 13, 2024
I'm not sure this answers your question, @sobolevn, but:
I mean that
inspect.getdoc()could contain logic that says "if this is a dataclass, then show the documentation of the fields, using the Field.doc values, if they exist". It doesn't really fit into the "Data descriptors defined here" section, but we should be able to come up with something.I'll grant you that this is an unrelated issue.
pythongh-113878: Add `doc` parameter to `dataclasses.field`
ericvsmith commentedon Jan 14, 2024
My typical questions when adding a feature to dataclasses are:
attrsdo anything similar? If so, we probably want to do it in a similar way.typing.dataclass_transform(PEP 681)?sobolevn commentedon Jan 14, 2024
I don't think
attrshas this feature:It does not impact
dataclass_transform, because this is aboutfield(), not aboutdataclass()kwollaston commentedon Aug 1, 2024
Hi, is there any update on this? I am working on a configuration module that needs to be able to read default values from the dataclass and I'd like to be able to set the docstring for the field as well.
sobolevn commentedon Aug 1, 2024
I am waiting on @ericvsmith's review :)
gh-113878: Add `doc` parameter to `dataclasses.field` (gh-114051)
ericvsmith commentedon Sep 27, 2024
Merged in #114051. Thanks, @sobolevn!
gh-113878: fix `versionadded` in `dataclasses.field()` documentation (#…
pythongh-113878: fix `versionadded` in `dataclasses.field()` document…
[3.14] gh-113878: fix `versionadded` in `dataclasses.field()` documen…
pythongh-113878: fix `versionadded` in `dataclasses.field()` document…
pythongh-113878: fix `versionadded` in `dataclasses.field()` document…