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authorAntoine Pitrou <solipsis@pitrou.net>2013-12-06 23:56:59 (GMT)
committerAntoine Pitrou <solipsis@pitrou.net>2013-12-06 23:56:59 (GMT)
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Issue #19900: improve generalities at the start of the pickle module doc
Diffstat (limited to 'Doc')
-rw-r--r--Doc/library/pickle.rst73
1 files changed, 53 insertions, 20 deletions
diff --git a/Doc/library/pickle.rst b/Doc/library/pickle.rst
index 86902ef..273fb34 100644
--- a/Doc/library/pickle.rst
+++ b/Doc/library/pickle.rst
@@ -15,13 +15,14 @@
.. sectionauthor:: Barry Warsaw <barry@python.org>
-The :mod:`pickle` module implements a fundamental, but powerful algorithm for
-serializing and de-serializing a Python object structure. "Pickling" is the
-process whereby a Python object hierarchy is converted into a byte stream, and
-"unpickling" is the inverse operation, whereby a byte stream is converted back
-into an object hierarchy. Pickling (and unpickling) is alternatively known as
-"serialization", "marshalling," [#]_ or "flattening", however, to avoid
-confusion, the terms used here are "pickling" and "unpickling"..
+The :mod:`pickle` module implements binary protocols for serializing and
+de-serializing a Python object structure. *"Pickling"* is the process
+whereby a Python object hierarchy is converted into a byte stream, and
+*"unpickling"* is the inverse operation, whereby a byte stream
+(from a :term:`binary file` or :term:`bytes-like object`) is converted
+back into an object hierarchy. Pickling (and unpickling) is alternatively
+known as "serialization", "marshalling," [#]_ or "flattening"; however, to
+avoid confusion, the terms used here are "pickling" and "unpickling".
.. warning::
@@ -33,9 +34,8 @@ confusion, the terms used here are "pickling" and "unpickling"..
Relationship to other Python modules
------------------------------------
-The :mod:`pickle` module has an transparent optimizer (:mod:`_pickle`) written
-in C. It is used whenever available. Otherwise the pure Python implementation is
-used.
+Comparison with ``marshal``
+^^^^^^^^^^^^^^^^^^^^^^^^^^^
Python has a more primitive serialization module called :mod:`marshal`, but in
general :mod:`pickle` should always be the preferred way to serialize Python
@@ -69,17 +69,30 @@ The :mod:`pickle` module differs from :mod:`marshal` in several significant ways
The :mod:`pickle` serialization format is guaranteed to be backwards compatible
across Python releases.
-Note that serialization is a more primitive notion than persistence; although
-:mod:`pickle` reads and writes file objects, it does not handle the issue of
-naming persistent objects, nor the (even more complicated) issue of concurrent
-access to persistent objects. The :mod:`pickle` module can transform a complex
-object into a byte stream and it can transform the byte stream into an object
-with the same internal structure. Perhaps the most obvious thing to do with
-these byte streams is to write them onto a file, but it is also conceivable to
-send them across a network or store them in a database. The module
-:mod:`shelve` provides a simple interface to pickle and unpickle objects on
-DBM-style database files.
+Comparison with ``json``
+^^^^^^^^^^^^^^^^^^^^^^^^
+There are fundamental differences between the pickle protocols and
+`JSON (JavaScript Object Notation) <http://json.org>`_:
+
+* JSON is a text serialization format (it outputs unicode text, although
+ most of the time it is then encoded to ``utf-8``), while pickle is
+ a binary serialization format;
+
+* JSON is human-readable, while pickle is not;
+
+* JSON is interoperable and widely used outside of the Python ecosystem,
+ while pickle is Python-specific;
+
+* JSON, by default, can only represent a subset of the Python built-in
+ types, and no custom classes; pickle can represent an extremely large
+ number of Python types (many of them automatically, by clever usage
+ of Python's introspection facilities; complex cases can be tackled by
+ implementing :ref:`specific object APIs <pickle-inst>`).
+
+.. seealso::
+ The :mod:`json` module: a standard library module allowing JSON
+ serialization and deserialization.
Data stream format
------------------
@@ -117,6 +130,18 @@ There are currently 4 different protocols which can be used for pickling.
the default as well as the current recommended protocol; use it whenever
possible.
+.. note::
+ Serialization is a more primitive notion than persistence; although
+ :mod:`pickle` reads and writes file objects, it does not handle the issue of
+ naming persistent objects, nor the (even more complicated) issue of concurrent
+ access to persistent objects. The :mod:`pickle` module can transform a complex
+ object into a byte stream and it can transform the byte stream into an object
+ with the same internal structure. Perhaps the most obvious thing to do with
+ these byte streams is to write them onto a file, but it is also conceivable to
+ send them across a network or store them in a database. The :mod:`shelve`
+ module provides a simple interface to pickle and unpickle objects on
+ DBM-style database files.
+
Module Interface
----------------
@@ -793,6 +818,14 @@ alternatives such as the marshalling API in :mod:`xmlrpc.client` or
third-party solutions.
+Performance
+-----------
+
+Recent versions of the pickle protocol (from protocol 2 and upwards) feature
+efficient binary encodings for several common features and built-in types.
+Also, the :mod:`pickle` module has a transparent optimizer written in C.
+
+
.. _pickle-example:
Examples