GH-96068: Document object layout (GH-96069)

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Mark Shannon 2022-08-23 13:55:43 +01:00 committed by GitHub
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Objects/object_layout.md Normal file
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# Object layout
## Common header
Each Python object starts with two fields:
* ob_refcnt
* ob_type
which the form the header common to all Python objects, for all versions,
and hold the reference count and class of the object, respectively.
## Pre-header
Since the introduction of the cycle GC, there has also been a pre-header.
Before 3.11, this pre-header was two words in size.
It should be considered opaque to all code except the cycle GC.
## 3.11 pre-header
In 3.11 the pre-header was extended to include pointers to the VM managed ``__dict__``.
The reason for moving the ``__dict__`` to the pre-header is that it allows
faster access, as it is at a fixed offset, and it also allows object's
dictionaries to be lazily created when the ``__dict__`` attribute is
specifically asked for.
In the 3.11 the non-GC part of the pre-header consists of two pointers:
* dict
* values
The values pointer refers to the ``PyDictValues`` array which holds the
values of the objects's attributes.
Should the dictionary be needed, then ``values`` is set to ``NULL``
and the ``dict`` field points to the dictionary.
## 3.12 pre-header
In 3.12 the the pointer to the list of weak references is added to the
pre-header. In order to make space for it, the ``dict`` and ``values``
pointers are combined into a single tagged pointer:
* weakreflist
* dict_or_values
If the object has no physical dictionary, then the ``dict_or_values``
has its low bit set to one, and points to the values array.
If the object has a physical dictioanry, then the ``dict_or_values``
has its low bit set to zero, and points to the dictionary.
The untagged form is chosen for the dictionary pointer, rather than
the values pointer, to enable the (legacy) C-API function
`_PyObject_GetDictPtr(PyObject *obj)` to work.
## Layout of a "normal" Python object in 3.12:
* weakreflist
* dict_or_values
* GC 1
* GC 2
* ob_refcnt
* ob_type
For a "normal" Python object, that is one that doesn't inherit from a builtin
class or have slots, the header and pre-header form the entire object.
![Layout of "normal" object in 3.12](./object_layout_312.png)
There are several advantages to this layout:
* It allows lazy `__dict__`s, as described above.
* The regular layout allows us to create tailored traversal and deallocation
functions based on layout, rather than inheritance.
* Multiple inheritance works properly,
as the weakrefs and dict are always at the same offset.
The full layout object, with an opaque part defined by a C extension,
and `__slots__` looks like this:
![Layout of "full" object in 3.12](./object_layout_full_312.png)

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digraph ideal {
rankdir = "LR"
object [
shape = none
label = <<table border="0" cellspacing="0">
<tr><td><b>object</b></td></tr>
<tr><td port="w" border="1">weakrefs</td></tr>
<tr><td port="dv" border="1">dict or values</td></tr>
<tr><td border="1" >GC info 0</td></tr>
<tr><td border="1" >GC info 1</td></tr>
<tr><td port="r" border="1" >refcount</td></tr>
<tr><td port="h" border="1" >__class__</td></tr>
</table>>
]
values [
shape = none
label = <<table border="0" cellspacing="0">
<tr><td><b>values</b></td></tr>
<tr><td port="0" border="1">values[0]</td></tr>
<tr><td border="1">values[1]</td></tr>
<tr><td border="1">...</td></tr>
</table>>
]
class [
shape = none
label = <<table border="0" cellspacing="0">
<tr><td><b>class</b></td></tr>
<tr><td port="head" bgcolor="lightgreen" border="1">...</td></tr>
<tr><td border="1" bgcolor="lightgreen">dict_offset</td></tr>
<tr><td border="1" bgcolor="lightgreen">...</td></tr>
<tr><td port="k" border="1" bgcolor="lightgreen">cached_keys</td></tr>
</table>>
]
keys [label = "dictionary keys"; fillcolor="lightgreen"; style="filled"]
NULL [ label = " NULL"; shape="plain"]
object:w -> NULL
object:h -> class:head
object:dv -> values:0
class:k -> keys
oop [ label = "pointer"; shape="plain"]
oop -> object:r
}

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digraph ideal {
rankdir = "LR"
object [
shape = none
label = <<table border="0" cellspacing="0">
<tr><td><b>object</b></td></tr>
<tr><td port="w" border="1">weakrefs</td></tr>
<tr><td port="dv" border="1">dict or values</td></tr>
<tr><td border="1" >GC info 0</td></tr>
<tr><td border="1" >GC info 1</td></tr>
<tr><td port="r" border="1" >refcount</td></tr>
<tr><td port="h" border="1" >__class__</td></tr>
<tr><td border="1">opaque (extension) data </td></tr>
<tr><td border="1">...</td></tr>
<tr><td border="1">__slot__ 0</td></tr>
<tr><td border="1">...</td></tr>
</table>>
]
oop [ label = "pointer"; shape="plain"]
oop -> object:r
}

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