of a :class:`dict`.
+.. _thread-safety-dict:
+
+.. rubric:: Thread safety for dict objects
+
+Creating a dictionary with the :class:`dict` constructor is atomic when the
+argument to it is a :class:`dict` or a :class:`tuple`. When using the
+:meth:`dict.fromkeys` method, dictionary creation is atomic when the
+argument is a :class:`dict`, :class:`tuple`, :class:`set` or
+:class:`frozenset`.
+
+The following operations and functions are :term:`lock-free` and
+:term:`atomic <atomic operation>`.
+
+.. code-block::
+ :class: good
+
+ d[key] # dict.__getitem__
+ d.get(key) # dict.get
+ key in d # dict.__contains__
+ len(d) # dict.__len__
+
+All other operations from here on hold the :term:`per-object lock`.
+
+Writing or removing a single item is safe to call from multiple threads
+and will not corrupt the dictionary:
+
+.. code-block::
+ :class: good
+
+ d[key] = value # write
+ del d[key] # delete
+ d.pop(key) # remove and return
+ d.popitem() # remove and return last item
+ d.setdefault(key, v) # insert if missing
+
+These operations may compare keys using :meth:`~object.__eq__`, which can
+execute arbitrary Python code. During such comparisons, the dictionary may
+be modified by another thread. For built-in types like :class:`str`,
+:class:`int`, and :class:`float`, that implement :meth:`~object.__eq__` in C,
+the underlying lock is not released during comparisons and this is not a
+concern.
+
+The following operations return new objects and hold the :term:`per-object lock`
+for the duration of the operation:
+
+.. code-block::
+ :class: good
+
+ d.copy() # returns a shallow copy of the dictionary
+ d | other # merges two dicts into a new dict
+ d.keys() # returns a new dict_keys view object
+ d.values() # returns a new dict_values view object
+ d.items() # returns a new dict_items view object
+
+The :meth:`~dict.clear` method holds the lock for its duration. Other
+threads cannot observe elements being removed.
+
+The following operations lock both dictionaries. For :meth:`~dict.update`
+and ``|=``, this applies only when the other operand is a :class:`dict`
+that uses the standard dict iterator (but not subclasses that override
+iteration). For equality comparison, this applies to :class:`dict` and
+its subclasses:
+
+.. code-block::
+ :class: good
+
+ d.update(other_dict) # both locked when other_dict is a dict
+ d |= other_dict # both locked when other_dict is a dict
+ d == other_dict # both locked for dict and subclasses
+
+All comparison operations also compare values using :meth:`~object.__eq__`,
+so for non-built-in types the lock may be released during comparison.
+
+:meth:`~dict.fromkeys` locks both the new dictionary and the iterable
+when the iterable is exactly a :class:`dict`, :class:`set`, or
+:class:`frozenset` (not subclasses):
+
+.. code-block::
+ :class: good
+
+ dict.fromkeys(a_dict) # locks both
+ dict.fromkeys(a_set) # locks both
+ dict.fromkeys(a_frozenset) # locks both
+
+When updating from a non-dict iterable, only the target dictionary is
+locked. The iterable may be concurrently modified by another thread:
+
+.. code-block::
+ :class: maybe
+
+ d.update(iterable) # iterable is not a dict: only d locked
+ d |= iterable # iterable is not a dict: only d locked
+ dict.fromkeys(iterable) # iterable is not a dict/set/frozenset: only result locked
+
+Operations that involve multiple accesses, as well as iteration, are never
+atomic:
+
+.. code-block::
+ :class: bad
+
+ # NOT atomic: read-modify-write
+ d[key] = d[key] + 1
+
+ # NOT atomic: check-then-act (TOCTOU)
+ if key in d:
+ del d[key]
+
+ # NOT thread-safe: iteration while modifying
+ for key, value in d.items():
+ process(key) # another thread may modify d
+
+To avoid time-of-check to time-of-use (TOCTOU) issues, use atomic
+operations or handle exceptions:
+
+.. code-block::
+ :class: good
+
+ # Use pop() with default instead of check-then-delete
+ d.pop(key, None)
+
+ # Or handle the exception
+ try:
+ del d[key]
+ except KeyError:
+ pass
+
+To safely iterate over a dictionary that may be modified by another
+thread, iterate over a copy:
+
+.. code-block::
+ :class: good
+
+ # Make a copy to iterate safely
+ for key, value in d.copy().items():
+ process(key)
+
+Consider external synchronization when sharing :class:`dict` instances
+across threads. See :ref:`freethreading-python-howto` for more information.
+
+
.. _dict-views:
Dictionary view objects