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authormicheles <micheles@micheles-mac>2010-05-22 10:03:23 +0200
committermicheles <micheles@micheles-mac>2010-05-22 10:03:23 +0200
commitaebf8739347796ab2312c5c330f408baaff8ad93 (patch)
tree4e91b63a6c84616ab89afcea26ec1c8b48a312d6
parent4ffb6bd356fdfd4451402e5141e3deb552340a32 (diff)
downloadmicheles-aebf8739347796ab2312c5c330f408baaff8ad93.tar.gz
Various improvements to the documentation
-rw-r--r--decorator/CHANGES.txt4
-rw-r--r--decorator/README.txt44
-rw-r--r--decorator/documentation.html394
-rw-r--r--decorator/documentation.pdf3829
-rw-r--r--decorator/documentation.py22
-rw-r--r--decorator/documentation3.html392
-rw-r--r--decorator/documentation3.pdf3666
-rw-r--r--decorator/documentation3.py20
-rw-r--r--decorator/index.html33
9 files changed, 8001 insertions, 403 deletions
diff --git a/decorator/CHANGES.txt b/decorator/CHANGES.txt
index 4e54d9b..0b75d2c 100644
--- a/decorator/CHANGES.txt
+++ b/decorator/CHANGES.txt
@@ -3,8 +3,8 @@ HISTORY
3.2. Added __version__ (thanks to Gregg Lind), removed functionality which
has been deprecated for years, removed the confusing decorator_factory
- example and added full support for Python 3 (thanks to Claus Klein)
- (22/05/2010)
+ example and added official support for Python 3 (requested by Claus Klein).
+ Moved the documentation from PyPI to googlecode (22/05/2010)
3.1.2. Added attributes args, varargs, keywords and arg0, ..., argN
to FunctionMaker objects generated from a function; fixed another
Pylons-breaking bug signaled by Lawrence Oluyede (25/08/2009)
diff --git a/decorator/README.txt b/decorator/README.txt
index 8469081..1fb5097 100644
--- a/decorator/README.txt
+++ b/decorator/README.txt
@@ -1,15 +1,32 @@
Decorator module
----------------------------
+=================
Dependencies:
The decorator module requires Python 2.4.
-Installation:
+Installation
+-------------
+
+If you are lazy, just perform
+
+$ easy_install decorator
+
+which will install just the module on your system. Notice that
+Python 3 requires the easy_install version of the distribute_ project.
+
+If you prefer to install the full distribution from source, including
+the documentation, download the tarball_, unpack it and run
$ python setup.py install
-Testing:
+in the main directory, possibly as superuser.
+
+.. _tarball: http://pypi.python.org/pypi/decorator
+.. _distribute: http://packages.python.org/distribute/
+
+Testing
+--------
For Python 2.4, 2.5, 2.6, 2.7 run
@@ -22,16 +39,21 @@ $ python documentation3.py
You will see a few innocuous errors with Python 2.4 and 2.5, because
some inner details such as the introduction of the ArgSpec namedtuple
and Thread.__repr__ changed. You may safely ignore them.
+Notice that you may run into trouble if in your system there is an older version
+of the decorator module; in such a case remove the old version.
-Notice:
+Documentation
+--------------
-You may get into trouble if in your system there is an older version
-of the decorator module; in such a case remove the old version.
+There are various versions of the documentation:
-Documentation:
+- `HTML version (Python 2)`_
+- `PDF version (Python 2)`_
-There are two versions of the documentation, one for `Python 2`_ and one
-for `Python 3`_ .
+- `HTML version (Python 3)`_
+- `PDF version (Python 3)`_
-.. _Python 2: documentation.html
-.. _Python 3: documentation3.html
+.. _HTML version (Python 2): documentation.html
+.. _PDF version (Python 2): documentation.pdf
+.. _HTML version (Python 3): documentation3.html
+.. _PDF version (Python 3): documentation3.pdf
diff --git a/decorator/documentation.html b/decorator/documentation.html
index 2bca550..3a8160b 100644
--- a/decorator/documentation.html
+++ b/decorator/documentation.html
@@ -176,25 +176,27 @@ the function is called with the same input parameters the result is retrieved
from the cache and not recomputed. There are many implementations of
<tt class="docutils literal">memoize</tt> in <a class="reference external" href="http://www.python.org/moin/PythonDecoratorLibrary">http://www.python.org/moin/PythonDecoratorLibrary</a>,
but they do not preserve the signature.
-A simple implementation for Python 2.5 could be the following (notice
+A simple implementation could be the following (notice
that in general it is impossible to memoize correctly something
that depends on non-hashable arguments):</p>
-<pre class="literal-block">
-def memoize25(func):
- func.cache = {}
- def memoize(*args, **kw):
- if kw: # frozenset is used to ensure hashability
- key = args, frozenset(kw.iteritems())
- else:
- key = args
- cache = func.cache
- if key in cache:
- return cache[key]
- else:
- cache[key] = result = func(*args, **kw)
- return result
- return functools.update_wrapper(memoize, func)
-</pre>
+<div class="codeblock python">
+<div class="highlight"><pre><span class="k">def</span> <span class="nf">memoize_uw</span><span class="p">(</span><span class="n">func</span><span class="p">):</span>
+ <span class="n">func</span><span class="o">.</span><span class="n">cache</span> <span class="o">=</span> <span class="p">{}</span>
+ <span class="k">def</span> <span class="nf">memoize</span><span class="p">(</span><span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kw</span><span class="p">):</span>
+ <span class="k">if</span> <span class="n">kw</span><span class="p">:</span> <span class="c"># frozenset is used to ensure hashability</span>
+ <span class="n">key</span> <span class="o">=</span> <span class="n">args</span><span class="p">,</span> <span class="n">frozenset</span><span class="p">(</span><span class="n">kw</span><span class="o">.</span><span class="n">iteritems</span><span class="p">())</span>
+ <span class="k">else</span><span class="p">:</span>
+ <span class="n">key</span> <span class="o">=</span> <span class="n">args</span>
+ <span class="n">cache</span> <span class="o">=</span> <span class="n">func</span><span class="o">.</span><span class="n">cache</span>
+ <span class="k">if</span> <span class="n">key</span> <span class="ow">in</span> <span class="n">cache</span><span class="p">:</span>
+ <span class="k">return</span> <span class="n">cache</span><span class="p">[</span><span class="n">key</span><span class="p">]</span>
+ <span class="k">else</span><span class="p">:</span>
+ <span class="n">cache</span><span class="p">[</span><span class="n">key</span><span class="p">]</span> <span class="o">=</span> <span class="n">result</span> <span class="o">=</span> <span class="n">func</span><span class="p">(</span><span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kw</span><span class="p">)</span>
+ <span class="k">return</span> <span class="n">result</span>
+ <span class="k">return</span> <span class="n">functools</span><span class="o">.</span><span class="n">update_wrapper</span><span class="p">(</span><span class="n">memoize</span><span class="p">,</span> <span class="n">func</span><span class="p">)</span>
+</pre></div>
+
+</div>
<p>Here we used the <a class="reference external" href="http://www.python.org/doc/2.5.2/lib/module-functools.html">functools.update_wrapper</a> utility, which has
been added in Python 2.5 expressly to simplify the definition of decorators
(in older versions of Python you need to copy the function attributes
@@ -203,11 +205,11 @@ from the original function to the decorated function by hand).</p>
<p>The implementation above works in the sense that the decorator
can accept functions with generic signatures; unfortunately this
implementation does <em>not</em> define a signature-preserving decorator, since in
-general <tt class="docutils literal">memoize25</tt> returns a function with a
+general <tt class="docutils literal">memoize_uw</tt> returns a function with a
<em>different signature</em> from the original function.</p>
<p>Consider for instance the following case:</p>
<div class="codeblock python">
-<div class="highlight"><pre><span class="o">&gt;&gt;&gt;</span> <span class="nd">@memoize25</span>
+<div class="highlight"><pre><span class="o">&gt;&gt;&gt;</span> <span class="nd">@memoize_uw</span>
<span class="o">...</span> <span class="k">def</span> <span class="nf">f1</span><span class="p">(</span><span class="n">x</span><span class="p">):</span>
<span class="o">...</span> <span class="n">time</span><span class="o">.</span><span class="n">sleep</span><span class="p">(</span><span class="mf">1</span><span class="p">)</span> <span class="c"># simulate some long computation</span>
<span class="o">...</span> <span class="k">return</span> <span class="n">x</span>
@@ -219,7 +221,7 @@ but the decorated function takes any number of arguments and
keyword arguments:</p>
<div class="codeblock python">
<div class="highlight"><pre><span class="o">&gt;&gt;&gt;</span> <span class="kn">from</span> <span class="nn">inspect</span> <span class="kn">import</span> <span class="n">getargspec</span>
-<span class="o">&gt;&gt;&gt;</span> <span class="k">print</span> <span class="n">getargspec</span><span class="p">(</span><span class="n">f1</span><span class="p">)</span>
+<span class="o">&gt;&gt;&gt;</span> <span class="k">print</span> <span class="n">getargspec</span><span class="p">(</span><span class="n">f1</span><span class="p">)</span> <span class="c"># I am using Python 2.6+ here</span>
<span class="n">ArgSpec</span><span class="p">(</span><span class="n">args</span><span class="o">=</span><span class="p">[],</span> <span class="n">varargs</span><span class="o">=</span><span class="s">&#39;args&#39;</span><span class="p">,</span> <span class="n">keywords</span><span class="o">=</span><span class="s">&#39;kw&#39;</span><span class="p">,</span> <span class="n">defaults</span><span class="o">=</span><span class="bp">None</span><span class="p">)</span>
</pre></div>
@@ -255,26 +257,30 @@ returns the decorated function. The caller function must have
signature <tt class="docutils literal">(f, *args, **kw)</tt> and it must call the original function <tt class="docutils literal">f</tt>
with arguments <tt class="docutils literal">args</tt> and <tt class="docutils literal">kw</tt>, implementing the wanted capability,
i.e. memoization in this case:</p>
-<pre class="literal-block">
-def _memoize(func, *args, **kw):
- if kw: # frozenset is used to ensure hashability
- key = args, frozenset(kw.iteritems())
- else:
- key = args
- cache = func.cache # attributed added by memoize
- if key in cache:
- return cache[key]
- else:
- cache[key] = result = func(*args, **kw)
- return result
-</pre>
+<div class="codeblock python">
+<div class="highlight"><pre><span class="k">def</span> <span class="nf">_memoize</span><span class="p">(</span><span class="n">func</span><span class="p">,</span> <span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kw</span><span class="p">):</span>
+ <span class="k">if</span> <span class="n">kw</span><span class="p">:</span> <span class="c"># frozenset is used to ensure hashability</span>
+ <span class="n">key</span> <span class="o">=</span> <span class="n">args</span><span class="p">,</span> <span class="n">frozenset</span><span class="p">(</span><span class="n">kw</span><span class="o">.</span><span class="n">iteritems</span><span class="p">())</span>
+ <span class="k">else</span><span class="p">:</span>
+ <span class="n">key</span> <span class="o">=</span> <span class="n">args</span>
+ <span class="n">cache</span> <span class="o">=</span> <span class="n">func</span><span class="o">.</span><span class="n">cache</span> <span class="c"># attributed added by memoize</span>
+ <span class="k">if</span> <span class="n">key</span> <span class="ow">in</span> <span class="n">cache</span><span class="p">:</span>
+ <span class="k">return</span> <span class="n">cache</span><span class="p">[</span><span class="n">key</span><span class="p">]</span>
+ <span class="k">else</span><span class="p">:</span>
+ <span class="n">cache</span><span class="p">[</span><span class="n">key</span><span class="p">]</span> <span class="o">=</span> <span class="n">result</span> <span class="o">=</span> <span class="n">func</span><span class="p">(</span><span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kw</span><span class="p">)</span>
+ <span class="k">return</span> <span class="n">result</span>
+</pre></div>
+
+</div>
<p>At this point you can define your decorator as follows:</p>
-<pre class="literal-block">
-def memoize(f):
- f.cache = {}
- return decorator(_memoize, f)
-</pre>
-<p>The difference with respect to the Python 2.5 approach, which is based
+<div class="codeblock python">
+<div class="highlight"><pre><span class="k">def</span> <span class="nf">memoize</span><span class="p">(</span><span class="n">f</span><span class="p">):</span>
+ <span class="n">f</span><span class="o">.</span><span class="n">cache</span> <span class="o">=</span> <span class="p">{}</span>
+ <span class="k">return</span> <span class="n">decorator</span><span class="p">(</span><span class="n">_memoize</span><span class="p">,</span> <span class="n">f</span><span class="p">)</span>
+</pre></div>
+
+</div>
+<p>The difference with respect to the <tt class="docutils literal">memoize_uw</tt> approach, which is based
on nested functions, is that the decorator module forces you to lift
the inner function at the outer level (<em>flat is better than nested</em>).
Moreover, you are forced to pass explicitly the function you want to
@@ -307,15 +313,19 @@ decorate to the caller function.</p>
<p>As an additional example, here is how you can define a trivial
<tt class="docutils literal">trace</tt> decorator, which prints a message everytime the traced
function is called:</p>
-<pre class="literal-block">
-def _trace(f, *args, **kw):
- print &quot;calling %s with args %s, %s&quot; % (f.__name__, args, kw)
- return f(*args, **kw)
-</pre>
-<pre class="literal-block">
-def trace(f):
- return decorator(_trace, f)
-</pre>
+<div class="codeblock python">
+<div class="highlight"><pre><span class="k">def</span> <span class="nf">_trace</span><span class="p">(</span><span class="n">f</span><span class="p">,</span> <span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kw</span><span class="p">):</span>
+ <span class="k">print</span> <span class="s">&quot;calling </span><span class="si">%s</span><span class="s"> with args </span><span class="si">%s</span><span class="s">, </span><span class="si">%s</span><span class="s">&quot;</span> <span class="o">%</span> <span class="p">(</span><span class="n">f</span><span class="o">.</span><span class="n">__name__</span><span class="p">,</span> <span class="n">args</span><span class="p">,</span> <span class="n">kw</span><span class="p">)</span>
+ <span class="k">return</span> <span class="n">f</span><span class="p">(</span><span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kw</span><span class="p">)</span>
+</pre></div>
+
+</div>
+<div class="codeblock python">
+<div class="highlight"><pre><span class="k">def</span> <span class="nf">trace</span><span class="p">(</span><span class="n">f</span><span class="p">):</span>
+ <span class="k">return</span> <span class="n">decorator</span><span class="p">(</span><span class="n">_trace</span><span class="p">,</span> <span class="n">f</span><span class="p">)</span>
+</pre></div>
+
+</div>
<p>Here is an example of usage:</p>
<div class="codeblock python">
<div class="highlight"><pre><span class="o">&gt;&gt;&gt;</span> <span class="nd">@trace</span>
@@ -419,21 +429,23 @@ object which can be used as a decorator:</p>
sometimes it is best to have back a &quot;busy&quot; message than to block everything.
This behavior can be implemented with a suitable family of decorators,
where the parameter is the busy message:</p>
-<pre class="literal-block">
-def blocking(not_avail):
- def blocking(f, *args, **kw):
- if not hasattr(f, &quot;thread&quot;): # no thread running
- def set_result(): f.result = f(*args, **kw)
- f.thread = threading.Thread(None, set_result)
- f.thread.start()
- return not_avail
- elif f.thread.isAlive():
- return not_avail
- else: # the thread is ended, return the stored result
- del f.thread
- return f.result
- return decorator(blocking)
-</pre>
+<div class="codeblock python">
+<div class="highlight"><pre><span class="k">def</span> <span class="nf">blocking</span><span class="p">(</span><span class="n">not_avail</span><span class="p">):</span>
+ <span class="k">def</span> <span class="nf">blocking</span><span class="p">(</span><span class="n">f</span><span class="p">,</span> <span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kw</span><span class="p">):</span>
+ <span class="k">if</span> <span class="ow">not</span> <span class="nb">hasattr</span><span class="p">(</span><span class="n">f</span><span class="p">,</span> <span class="s">&quot;thread&quot;</span><span class="p">):</span> <span class="c"># no thread running</span>
+ <span class="k">def</span> <span class="nf">set_result</span><span class="p">():</span> <span class="n">f</span><span class="o">.</span><span class="n">result</span> <span class="o">=</span> <span class="n">f</span><span class="p">(</span><span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kw</span><span class="p">)</span>
+ <span class="n">f</span><span class="o">.</span><span class="n">thread</span> <span class="o">=</span> <span class="n">threading</span><span class="o">.</span><span class="n">Thread</span><span class="p">(</span><span class="bp">None</span><span class="p">,</span> <span class="n">set_result</span><span class="p">)</span>
+ <span class="n">f</span><span class="o">.</span><span class="n">thread</span><span class="o">.</span><span class="n">start</span><span class="p">()</span>
+ <span class="k">return</span> <span class="n">not_avail</span>
+ <span class="k">elif</span> <span class="n">f</span><span class="o">.</span><span class="n">thread</span><span class="o">.</span><span class="n">isAlive</span><span class="p">():</span>
+ <span class="k">return</span> <span class="n">not_avail</span>
+ <span class="k">else</span><span class="p">:</span> <span class="c"># the thread is ended, return the stored result</span>
+ <span class="k">del</span> <span class="n">f</span><span class="o">.</span><span class="n">thread</span>
+ <span class="k">return</span> <span class="n">f</span><span class="o">.</span><span class="n">result</span>
+ <span class="k">return</span> <span class="n">decorator</span><span class="p">(</span><span class="n">blocking</span><span class="p">)</span>
+</pre></div>
+
+</div>
<p>Functions decorated with <tt class="docutils literal">blocking</tt> will return a busy message if
the resource is unavailable, and the intended result if the resource is
available. For instance:</p>
@@ -478,58 +490,66 @@ is executed in a separate thread. Moreover, it is possible to set
three callbacks <tt class="docutils literal">on_success</tt>, <tt class="docutils literal">on_failure</tt> and <tt class="docutils literal">on_closing</tt>,
to specify how to manage the function call.
The implementation is the following:</p>
-<pre class="literal-block">
-def on_success(result): # default implementation
- &quot;Called on the result of the function&quot;
- return result
-</pre>
-<pre class="literal-block">
-def on_failure(exc_info): # default implementation
- &quot;Called if the function fails&quot;
- pass
-</pre>
-<pre class="literal-block">
-def on_closing(): # default implementation
- &quot;Called at the end, both in case of success and failure&quot;
- pass
-</pre>
-<pre class="literal-block">
-class Async(object):
- &quot;&quot;&quot;
- A decorator converting blocking functions into asynchronous
- functions, by using threads or processes. Examples:
-
- async_with_threads = Async(threading.Thread)
- async_with_processes = Async(multiprocessing.Process)
- &quot;&quot;&quot;
-
- def __init__(self, threadfactory):
- self.threadfactory = threadfactory
-
- def __call__(self, func, on_success=on_success,
- on_failure=on_failure, on_closing=on_closing):
- # every decorated function has its own independent thread counter
- func.counter = itertools.count(1)
- func.on_success = on_success
- func.on_failure = on_failure
- func.on_closing = on_closing
- return decorator(self.call, func)
-
- def call(self, func, *args, **kw):
- def func_wrapper():
- try:
- result = func(*args, **kw)
- except:
- func.on_failure(sys.exc_info())
- else:
- return func.on_success(result)
- finally:
- func.on_closing()
- name = '%s-%s' % (func.__name__, func.counter.next())
- thread = self.threadfactory(None, func_wrapper, name)
- thread.start()
- return thread
-</pre>
+<div class="codeblock python">
+<div class="highlight"><pre><span class="k">def</span> <span class="nf">on_success</span><span class="p">(</span><span class="n">result</span><span class="p">):</span> <span class="c"># default implementation</span>
+ <span class="s">&quot;Called on the result of the function&quot;</span>
+ <span class="k">return</span> <span class="n">result</span>
+</pre></div>
+
+</div>
+<div class="codeblock python">
+<div class="highlight"><pre><span class="k">def</span> <span class="nf">on_failure</span><span class="p">(</span><span class="n">exc_info</span><span class="p">):</span> <span class="c"># default implementation</span>
+ <span class="s">&quot;Called if the function fails&quot;</span>
+ <span class="k">pass</span>
+</pre></div>
+
+</div>
+<div class="codeblock python">
+<div class="highlight"><pre><span class="k">def</span> <span class="nf">on_closing</span><span class="p">():</span> <span class="c"># default implementation</span>
+ <span class="s">&quot;Called at the end, both in case of success and failure&quot;</span>
+ <span class="k">pass</span>
+</pre></div>
+
+</div>
+<div class="codeblock python">
+<div class="highlight"><pre><span class="k">class</span> <span class="nc">Async</span><span class="p">(</span><span class="nb">object</span><span class="p">):</span>
+ <span class="sd">&quot;&quot;&quot;</span>
+<span class="sd"> A decorator converting blocking functions into asynchronous</span>
+<span class="sd"> functions, by using threads or processes. Examples:</span>
+
+<span class="sd"> async_with_threads = Async(threading.Thread)</span>
+<span class="sd"> async_with_processes = Async(multiprocessing.Process)</span>
+<span class="sd"> &quot;&quot;&quot;</span>
+
+ <span class="k">def</span> <span class="nf">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">threadfactory</span><span class="p">):</span>
+ <span class="bp">self</span><span class="o">.</span><span class="n">threadfactory</span> <span class="o">=</span> <span class="n">threadfactory</span>
+
+ <span class="k">def</span> <span class="nf">__call__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">func</span><span class="p">,</span> <span class="n">on_success</span><span class="o">=</span><span class="n">on_success</span><span class="p">,</span>
+ <span class="n">on_failure</span><span class="o">=</span><span class="n">on_failure</span><span class="p">,</span> <span class="n">on_closing</span><span class="o">=</span><span class="n">on_closing</span><span class="p">):</span>
+ <span class="c"># every decorated function has its own independent thread counter</span>
+ <span class="n">func</span><span class="o">.</span><span class="n">counter</span> <span class="o">=</span> <span class="n">itertools</span><span class="o">.</span><span class="n">count</span><span class="p">(</span><span class="mf">1</span><span class="p">)</span>
+ <span class="n">func</span><span class="o">.</span><span class="n">on_success</span> <span class="o">=</span> <span class="n">on_success</span>
+ <span class="n">func</span><span class="o">.</span><span class="n">on_failure</span> <span class="o">=</span> <span class="n">on_failure</span>
+ <span class="n">func</span><span class="o">.</span><span class="n">on_closing</span> <span class="o">=</span> <span class="n">on_closing</span>
+ <span class="k">return</span> <span class="n">decorator</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">call</span><span class="p">,</span> <span class="n">func</span><span class="p">)</span>
+
+ <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">func</span><span class="p">,</span> <span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kw</span><span class="p">):</span>
+ <span class="k">def</span> <span class="nf">func_wrapper</span><span class="p">():</span>
+ <span class="k">try</span><span class="p">:</span>
+ <span class="n">result</span> <span class="o">=</span> <span class="n">func</span><span class="p">(</span><span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kw</span><span class="p">)</span>
+ <span class="k">except</span><span class="p">:</span>
+ <span class="n">func</span><span class="o">.</span><span class="n">on_failure</span><span class="p">(</span><span class="n">sys</span><span class="o">.</span><span class="n">exc_info</span><span class="p">())</span>
+ <span class="k">else</span><span class="p">:</span>
+ <span class="k">return</span> <span class="n">func</span><span class="o">.</span><span class="n">on_success</span><span class="p">(</span><span class="n">result</span><span class="p">)</span>
+ <span class="k">finally</span><span class="p">:</span>
+ <span class="n">func</span><span class="o">.</span><span class="n">on_closing</span><span class="p">()</span>
+ <span class="n">name</span> <span class="o">=</span> <span class="s">&#39;</span><span class="si">%s</span><span class="s">-</span><span class="si">%s</span><span class="s">&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">func</span><span class="o">.</span><span class="n">__name__</span><span class="p">,</span> <span class="n">func</span><span class="o">.</span><span class="n">counter</span><span class="o">.</span><span class="n">next</span><span class="p">())</span>
+ <span class="n">thread</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">threadfactory</span><span class="p">(</span><span class="bp">None</span><span class="p">,</span> <span class="n">func_wrapper</span><span class="p">,</span> <span class="n">name</span><span class="p">)</span>
+ <span class="n">thread</span><span class="o">.</span><span class="n">start</span><span class="p">()</span>
+ <span class="k">return</span> <span class="n">thread</span>
+</pre></div>
+
+</div>
<p>The decorated function returns
the current execution thread, which can be stored and checked later, for
instance to verify that the thread <tt class="docutils literal">.isAlive()</tt>.</p>
@@ -654,12 +674,14 @@ available</tt>. In the past I have considered this acceptable, since
<tt class="docutils literal">inspect.getsource</tt> does not really work even with regular
decorators. In that case <tt class="docutils literal">inspect.getsource</tt> gives you the wrapper
source code which is probably not what you want:</p>
-<pre class="literal-block">
-def identity_dec(func):
- def wrapper(*args, **kw):
- return func(*args, **kw)
- return wrapper
-</pre>
+<div class="codeblock python">
+<div class="highlight"><pre><span class="k">def</span> <span class="nf">identity_dec</span><span class="p">(</span><span class="n">func</span><span class="p">):</span>
+ <span class="k">def</span> <span class="nf">wrapper</span><span class="p">(</span><span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kw</span><span class="p">):</span>
+ <span class="k">return</span> <span class="n">func</span><span class="p">(</span><span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kw</span><span class="p">)</span>
+ <span class="k">return</span> <span class="n">wrapper</span>
+</pre></div>
+
+</div>
<div class="codeblock python">
<div class="highlight"><pre><span class="nd">@identity_dec</span>
<span class="k">def</span> <span class="nf">example</span><span class="p">():</span> <span class="k">pass</span>
@@ -698,16 +720,18 @@ decorator is not signature-preserving. Therefore you may want an easy way to
upgrade third party decorators to signature-preserving decorators without
having to rewrite them in terms of <tt class="docutils literal">decorator</tt>. You can use a
<tt class="docutils literal">FunctionMaker</tt> to implement that functionality as follows:</p>
-<pre class="literal-block">
-def decorator_apply(dec, func):
- &quot;&quot;&quot;
- Decorate a function by preserving the signature even if dec
- is not a signature-preserving decorator.
- &quot;&quot;&quot;
- return FunctionMaker.create(
- func, 'return decorated(%(signature)s)',
- dict(decorated=dec(func)), undecorated=func)
-</pre>
+<div class="codeblock python">
+<div class="highlight"><pre><span class="k">def</span> <span class="nf">decorator_apply</span><span class="p">(</span><span class="n">dec</span><span class="p">,</span> <span class="n">func</span><span class="p">):</span>
+ <span class="sd">&quot;&quot;&quot;</span>
+<span class="sd"> Decorate a function by preserving the signature even if dec</span>
+<span class="sd"> is not a signature-preserving decorator.</span>
+<span class="sd"> &quot;&quot;&quot;</span>
+ <span class="k">return</span> <span class="n">FunctionMaker</span><span class="o">.</span><span class="n">create</span><span class="p">(</span>
+ <span class="n">func</span><span class="p">,</span> <span class="s">&#39;return decorated(</span><span class="si">%(signature)s</span><span class="s">)&#39;</span><span class="p">,</span>
+ <span class="nb">dict</span><span class="p">(</span><span class="n">decorated</span><span class="o">=</span><span class="n">dec</span><span class="p">(</span><span class="n">func</span><span class="p">)),</span> <span class="n">undecorated</span><span class="o">=</span><span class="n">func</span><span class="p">)</span>
+</pre></div>
+
+</div>
<p><tt class="docutils literal">decorator_apply</tt> sets the attribute <tt class="docutils literal">.undecorated</tt> of the generated
function to the original function, so that you can get the right
source code.</p>
@@ -721,51 +745,57 @@ pretty slick decorator that converts a tail-recursive function in an iterative
function. I have shamelessly stolen the basic idea from Kay Schluehr's recipe
in the Python Cookbook,
<a class="reference external" href="http://aspn.activestate.com/ASPN/Cookbook/Python/Recipe/496691">http://aspn.activestate.com/ASPN/Cookbook/Python/Recipe/496691</a>.</p>
-<pre class="literal-block">
-class TailRecursive(object):
- &quot;&quot;&quot;
- tail_recursive decorator based on Kay Schluehr's recipe
- http://aspn.activestate.com/ASPN/Cookbook/Python/Recipe/496691
- with improvements by me and George Sakkis.
- &quot;&quot;&quot;
-
- def __init__(self, func):
- self.func = func
- self.firstcall = True
- self.CONTINUE = object() # sentinel
-
- def __call__(self, *args, **kwd):
- CONTINUE = self.CONTINUE
- if self.firstcall:
- func = self.func
- self.firstcall = False
- try:
- while True:
- result = func(*args, **kwd)
- if result is CONTINUE: # update arguments
- args, kwd = self.argskwd
- else: # last call
- return result
- finally:
- self.firstcall = True
- else: # return the arguments of the tail call
- self.argskwd = args, kwd
- return CONTINUE
-</pre>
+<div class="codeblock python">
+<div class="highlight"><pre><span class="k">class</span> <span class="nc">TailRecursive</span><span class="p">(</span><span class="nb">object</span><span class="p">):</span>
+ <span class="sd">&quot;&quot;&quot;</span>
+<span class="sd"> tail_recursive decorator based on Kay Schluehr&#39;s recipe</span>
+<span class="sd"> http://aspn.activestate.com/ASPN/Cookbook/Python/Recipe/496691</span>
+<span class="sd"> with improvements by me and George Sakkis.</span>
+<span class="sd"> &quot;&quot;&quot;</span>
+
+ <span class="k">def</span> <span class="nf">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">func</span><span class="p">):</span>
+ <span class="bp">self</span><span class="o">.</span><span class="n">func</span> <span class="o">=</span> <span class="n">func</span>
+ <span class="bp">self</span><span class="o">.</span><span class="n">firstcall</span> <span class="o">=</span> <span class="bp">True</span>
+ <span class="bp">self</span><span class="o">.</span><span class="n">CONTINUE</span> <span class="o">=</span> <span class="nb">object</span><span class="p">()</span> <span class="c"># sentinel</span>
+
+ <span class="k">def</span> <span class="nf">__call__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kwd</span><span class="p">):</span>
+ <span class="n">CONTINUE</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">CONTINUE</span>
+ <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">firstcall</span><span class="p">:</span>
+ <span class="n">func</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span>
+ <span class="bp">self</span><span class="o">.</span><span class="n">firstcall</span> <span class="o">=</span> <span class="bp">False</span>
+ <span class="k">try</span><span class="p">:</span>
+ <span class="k">while</span> <span class="bp">True</span><span class="p">:</span>
+ <span class="n">result</span> <span class="o">=</span> <span class="n">func</span><span class="p">(</span><span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kwd</span><span class="p">)</span>
+ <span class="k">if</span> <span class="n">result</span> <span class="ow">is</span> <span class="n">CONTINUE</span><span class="p">:</span> <span class="c"># update arguments</span>
+ <span class="n">args</span><span class="p">,</span> <span class="n">kwd</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">argskwd</span>
+ <span class="k">else</span><span class="p">:</span> <span class="c"># last call</span>
+ <span class="k">return</span> <span class="n">result</span>
+ <span class="k">finally</span><span class="p">:</span>
+ <span class="bp">self</span><span class="o">.</span><span class="n">firstcall</span> <span class="o">=</span> <span class="bp">True</span>
+ <span class="k">else</span><span class="p">:</span> <span class="c"># return the arguments of the tail call</span>
+ <span class="bp">self</span><span class="o">.</span><span class="n">argskwd</span> <span class="o">=</span> <span class="n">args</span><span class="p">,</span> <span class="n">kwd</span>
+ <span class="k">return</span> <span class="n">CONTINUE</span>
+</pre></div>
+
+</div>
<p>Here the decorator is implemented as a class returning callable
objects.</p>
-<pre class="literal-block">
-def tail_recursive(func):
- return decorator_apply(TailRecursive, func)
-</pre>
+<div class="codeblock python">
+<div class="highlight"><pre><span class="k">def</span> <span class="nf">tail_recursive</span><span class="p">(</span><span class="n">func</span><span class="p">):</span>
+ <span class="k">return</span> <span class="n">decorator_apply</span><span class="p">(</span><span class="n">TailRecursive</span><span class="p">,</span> <span class="n">func</span><span class="p">)</span>
+</pre></div>
+
+</div>
<p>Here is how you apply the upgraded decorator to the good old factorial:</p>
-<pre class="literal-block">
-&#64;tail_recursive
-def factorial(n, acc=1):
- &quot;The good old factorial&quot;
- if n == 0: return acc
- return factorial(n-1, n*acc)
-</pre>
+<div class="codeblock python">
+<div class="highlight"><pre><span class="nd">@tail_recursive</span>
+<span class="k">def</span> <span class="nf">factorial</span><span class="p">(</span><span class="n">n</span><span class="p">,</span> <span class="n">acc</span><span class="o">=</span><span class="mf">1</span><span class="p">):</span>
+ <span class="s">&quot;The good old factorial&quot;</span>
+ <span class="k">if</span> <span class="n">n</span> <span class="o">==</span> <span class="mf">0</span><span class="p">:</span> <span class="k">return</span> <span class="n">acc</span>
+ <span class="k">return</span> <span class="n">factorial</span><span class="p">(</span><span class="n">n</span><span class="o">-</span><span class="mf">1</span><span class="p">,</span> <span class="n">n</span><span class="o">*</span><span class="n">acc</span><span class="p">)</span>
+</pre></div>
+
+</div>
<div class="codeblock python">
<div class="highlight"><pre><span class="o">&gt;&gt;&gt;</span> <span class="k">print</span> <span class="n">factorial</span><span class="p">(</span><span class="mf">4</span><span class="p">)</span>
<span class="mf">24</span>
@@ -777,11 +807,13 @@ your mind ;) Notice that there is no recursion limit now, and you can
easily compute <tt class="docutils literal">factorial(1001)</tt> or larger without filling the stack
frame. Notice also that the decorator will not work on functions which
are not tail recursive, such as the following</p>
-<pre class="literal-block">
-def fact(n): # this is not tail-recursive
- if n == 0: return 1
- return n * fact(n-1)
-</pre>
+<div class="codeblock python">
+<div class="highlight"><pre><span class="k">def</span> <span class="nf">fact</span><span class="p">(</span><span class="n">n</span><span class="p">):</span> <span class="c"># this is not tail-recursive</span>
+ <span class="k">if</span> <span class="n">n</span> <span class="o">==</span> <span class="mf">0</span><span class="p">:</span> <span class="k">return</span> <span class="mf">1</span>
+ <span class="k">return</span> <span class="n">n</span> <span class="o">*</span> <span class="n">fact</span><span class="p">(</span><span class="n">n</span><span class="o">-</span><span class="mf">1</span><span class="p">)</span>
+</pre></div>
+
+</div>
<p>(reminder: a function is tail recursive if it either returns a value without
making a recursive call, or returns directly the result of a recursive
call).</p>
@@ -940,7 +972,7 @@ the beginning, via the <tt class="docutils literal">2to3</tt> conversion tool, b
been now integrated in the build process, thanks to the <a class="reference external" href="http://packages.python.org/distribute/">distribute</a>
project, the Python 3-compatible replacement of easy_install.
The hard work (for me) has been converting the documentation and the
-doctests. This has been possibly only now that <a class="reference external" href="http://docutils.sourceforge.net/">docutils</a> and <a class="reference external" href="http://pygments.org/">pygments</a>
+doctests. This has been possible only now that <a class="reference external" href="http://docutils.sourceforge.net/">docutils</a> and <a class="reference external" href="http://pygments.org/">pygments</a>
have been ported to Python 3.</p>
<p>The <tt class="docutils literal">decorator</tt> module <em>per se</em> does not contain any change, apart
from the removal of the functions <tt class="docutils literal">get_info</tt> and <tt class="docutils literal">new_wrapper</tt>,
@@ -968,11 +1000,11 @@ downgrade to the 2.3 version.</p>
<p>The examples shown here have been tested with Python 2.6. Python 2.4
is also supported - of course the examples requiring the <tt class="docutils literal">with</tt>
statement will not work there. Python 2.5 works fine, but if you
-run the examples here in the interactive interpreter
+run the examples in the interactive interpreter
you will notice a few differences since
<tt class="docutils literal">getargspec</tt> returns an <tt class="docutils literal">ArgSpec</tt> namedtuple instead of a regular
tuple. That means that running the file
-<tt class="docutils literal">documentation.py</tt> under Python 2.5 will a few errors, but
+<tt class="docutils literal">documentation.py</tt> under Python 2.5 will print a few errors, but
they are not serious.</p>
</div>
<div class="section" id="licence">
diff --git a/decorator/documentation.pdf b/decorator/documentation.pdf
new file mode 100644
index 0000000..401c867
--- /dev/null
+++ b/decorator/documentation.pdf
@@ -0,0 +1,3829 @@
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diff --git a/decorator/documentation.py b/decorator/documentation.py
index aff5d17..acf6641 100644
--- a/decorator/documentation.py
+++ b/decorator/documentation.py
@@ -83,11 +83,11 @@ the function is called with the same input parameters the result is retrieved
from the cache and not recomputed. There are many implementations of
``memoize`` in http://www.python.org/moin/PythonDecoratorLibrary,
but they do not preserve the signature.
-A simple implementation for Python 2.5 could be the following (notice
+A simple implementation could be the following (notice
that in general it is impossible to memoize correctly something
that depends on non-hashable arguments):
-$$memoize25
+$$memoize_uw
Here we used the functools.update_wrapper_ utility, which has
been added in Python 2.5 expressly to simplify the definition of decorators
@@ -100,14 +100,14 @@ from the original function to the decorated function by hand).
The implementation above works in the sense that the decorator
can accept functions with generic signatures; unfortunately this
implementation does *not* define a signature-preserving decorator, since in
-general ``memoize25`` returns a function with a
+general ``memoize_uw`` returns a function with a
*different signature* from the original function.
Consider for instance the following case:
.. code-block:: python
- >>> @memoize25
+ >>> @memoize_uw
... def f1(x):
... time.sleep(1) # simulate some long computation
... return x
@@ -119,7 +119,7 @@ keyword arguments:
.. code-block:: python
>>> from inspect import getargspec
- >>> print getargspec(f1)
+ >>> print getargspec(f1) # I am using Python 2.6+ here
ArgSpec(args=[], varargs='args', keywords='kw', defaults=None)
This means that introspection tools such as pydoc will give
@@ -160,7 +160,7 @@ At this point you can define your decorator as follows:
$$memoize
-The difference with respect to the Python 2.5 approach, which is based
+The difference with respect to the ``memoize_uw`` approach, which is based
on nested functions, is that the decorator module forces you to lift
the inner function at the outer level (*flat is better than nested*).
Moreover, you are forced to pass explicitly the function you want to
@@ -732,12 +732,12 @@ Compatibility notes
---------------------------------------------------------------
Version 3.2 is the first version of the ``decorator`` module to officially
-support Python 3.0. Actually, the module has supported Python 3.0 from
+support Python 3. Actually, the module has supported Python 3 from
the beginning, via the ``2to3`` conversion tool, but this step has
been now integrated in the build process, thanks to the distribute_
project, the Python 3-compatible replacement of easy_install.
The hard work (for me) has been converting the documentation and the
-doctests. This has been possibly only now that docutils_ and pygments_
+doctests. This has been possible only now that docutils_ and pygments_
have been ported to Python 3.
The ``decorator`` module *per se* does not contain any change, apart
@@ -769,11 +769,11 @@ downgrade to the 2.3 version.
The examples shown here have been tested with Python 2.6. Python 2.4
is also supported - of course the examples requiring the ``with``
statement will not work there. Python 2.5 works fine, but if you
-run the examples here in the interactive interpreter
+run the examples in the interactive interpreter
you will notice a few differences since
``getargspec`` returns an ``ArgSpec`` namedtuple instead of a regular
tuple. That means that running the file
-``documentation.py`` under Python 2.5 will a few errors, but
+``documentation.py`` under Python 2.5 will print a few errors, but
they are not serious.
.. _functionality introduced in version 2.3: http://www.phyast.pitt.edu/~micheles/python/documentation.html#class-decorators-and-decorator-factories
@@ -898,7 +898,7 @@ def identity_dec(func):
@identity_dec
def example(): pass
-def memoize25(func):
+def memoize_uw(func):
func.cache = {}
def memoize(*args, **kw):
if kw: # frozenset is used to ensure hashability
diff --git a/decorator/documentation3.html b/decorator/documentation3.html
index 209dd61..aabb303 100644
--- a/decorator/documentation3.html
+++ b/decorator/documentation3.html
@@ -176,25 +176,27 @@ the function is called with the same input parameters the result is retrieved
from the cache and not recomputed. There are many implementations of
<tt class="docutils literal">memoize</tt> in <a class="reference external" href="http://www.python.org/moin/PythonDecoratorLibrary">http://www.python.org/moin/PythonDecoratorLibrary</a>,
but they do not preserve the signature.
-A simple implementation for Python 2.5 could be the following (notice
+A simple implementation could be the following (notice
that in general it is impossible to memoize correctly something
that depends on non-hashable arguments):</p>
-<pre class="literal-block">
-def memoize25(func):
- func.cache = {}
- def memoize(*args, **kw):
- if kw: # frozenset is used to ensure hashability
- key = args, frozenset(kw.iteritems())
- else:
- key = args
- cache = func.cache
- if key in cache:
- return cache[key]
- else:
- cache[key] = result = func(*args, **kw)
- return result
- return functools.update_wrapper(memoize, func)
-</pre>
+<div class="codeblock python">
+<div class="highlight"><pre><span class="k">def</span> <span class="nf">memoize_uw</span><span class="p">(</span><span class="n">func</span><span class="p">):</span>
+ <span class="n">func</span><span class="o">.</span><span class="n">cache</span> <span class="o">=</span> <span class="p">{}</span>
+ <span class="k">def</span> <span class="nf">memoize</span><span class="p">(</span><span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kw</span><span class="p">):</span>
+ <span class="k">if</span> <span class="n">kw</span><span class="p">:</span> <span class="c"># frozenset is used to ensure hashability</span>
+ <span class="n">key</span> <span class="o">=</span> <span class="n">args</span><span class="p">,</span> <span class="n">frozenset</span><span class="p">(</span><span class="n">kw</span><span class="o">.</span><span class="n">iteritems</span><span class="p">())</span>
+ <span class="k">else</span><span class="p">:</span>
+ <span class="n">key</span> <span class="o">=</span> <span class="n">args</span>
+ <span class="n">cache</span> <span class="o">=</span> <span class="n">func</span><span class="o">.</span><span class="n">cache</span>
+ <span class="k">if</span> <span class="n">key</span> <span class="ow">in</span> <span class="n">cache</span><span class="p">:</span>
+ <span class="k">return</span> <span class="n">cache</span><span class="p">[</span><span class="n">key</span><span class="p">]</span>
+ <span class="k">else</span><span class="p">:</span>
+ <span class="n">cache</span><span class="p">[</span><span class="n">key</span><span class="p">]</span> <span class="o">=</span> <span class="n">result</span> <span class="o">=</span> <span class="n">func</span><span class="p">(</span><span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kw</span><span class="p">)</span>
+ <span class="k">return</span> <span class="n">result</span>
+ <span class="k">return</span> <span class="n">functools</span><span class="o">.</span><span class="n">update_wrapper</span><span class="p">(</span><span class="n">memoize</span><span class="p">,</span> <span class="n">func</span><span class="p">)</span>
+</pre></div>
+
+</div>
<p>Here we used the <a class="reference external" href="http://www.python.org/doc/2.5.2/lib/module-functools.html">functools.update_wrapper</a> utility, which has
been added in Python 2.5 expressly to simplify the definition of decorators
(in older versions of Python you need to copy the function attributes
@@ -203,11 +205,11 @@ from the original function to the decorated function by hand).</p>
<p>The implementation above works in the sense that the decorator
can accept functions with generic signatures; unfortunately this
implementation does <em>not</em> define a signature-preserving decorator, since in
-general <tt class="docutils literal">memoize25</tt> returns a function with a
+general <tt class="docutils literal">memoize_uw</tt> returns a function with a
<em>different signature</em> from the original function.</p>
<p>Consider for instance the following case:</p>
<div class="codeblock python">
-<div class="highlight"><pre><span class="o">&gt;&gt;&gt;</span> <span class="nd">@memoize25</span>
+<div class="highlight"><pre><span class="o">&gt;&gt;&gt;</span> <span class="nd">@memoize_uw</span>
<span class="o">...</span> <span class="k">def</span> <span class="nf">f1</span><span class="p">(</span><span class="n">x</span><span class="p">):</span>
<span class="o">...</span> <span class="n">time</span><span class="o">.</span><span class="n">sleep</span><span class="p">(</span><span class="mf">1</span><span class="p">)</span> <span class="c"># simulate some long computation</span>
<span class="o">...</span> <span class="k">return</span> <span class="n">x</span>
@@ -255,26 +257,30 @@ returns the decorated function. The caller function must have
signature <tt class="docutils literal">(f, *args, **kw)</tt> and it must call the original function <tt class="docutils literal">f</tt>
with arguments <tt class="docutils literal">args</tt> and <tt class="docutils literal">kw</tt>, implementing the wanted capability,
i.e. memoization in this case:</p>
-<pre class="literal-block">
-def _memoize(func, *args, **kw):
- if kw: # frozenset is used to ensure hashability
- key = args, frozenset(kw.iteritems())
- else:
- key = args
- cache = func.cache # attributed added by memoize
- if key in cache:
- return cache[key]
- else:
- cache[key] = result = func(*args, **kw)
- return result
-</pre>
+<div class="codeblock python">
+<div class="highlight"><pre><span class="k">def</span> <span class="nf">_memoize</span><span class="p">(</span><span class="n">func</span><span class="p">,</span> <span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kw</span><span class="p">):</span>
+ <span class="k">if</span> <span class="n">kw</span><span class="p">:</span> <span class="c"># frozenset is used to ensure hashability</span>
+ <span class="n">key</span> <span class="o">=</span> <span class="n">args</span><span class="p">,</span> <span class="n">frozenset</span><span class="p">(</span><span class="n">kw</span><span class="o">.</span><span class="n">iteritems</span><span class="p">())</span>
+ <span class="k">else</span><span class="p">:</span>
+ <span class="n">key</span> <span class="o">=</span> <span class="n">args</span>
+ <span class="n">cache</span> <span class="o">=</span> <span class="n">func</span><span class="o">.</span><span class="n">cache</span> <span class="c"># attributed added by memoize</span>
+ <span class="k">if</span> <span class="n">key</span> <span class="ow">in</span> <span class="n">cache</span><span class="p">:</span>
+ <span class="k">return</span> <span class="n">cache</span><span class="p">[</span><span class="n">key</span><span class="p">]</span>
+ <span class="k">else</span><span class="p">:</span>
+ <span class="n">cache</span><span class="p">[</span><span class="n">key</span><span class="p">]</span> <span class="o">=</span> <span class="n">result</span> <span class="o">=</span> <span class="n">func</span><span class="p">(</span><span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kw</span><span class="p">)</span>
+ <span class="k">return</span> <span class="n">result</span>
+</pre></div>
+
+</div>
<p>At this point you can define your decorator as follows:</p>
-<pre class="literal-block">
-def memoize(f):
- f.cache = {}
- return decorator(_memoize, f)
-</pre>
-<p>The difference with respect to the Python 2.5 approach, which is based
+<div class="codeblock python">
+<div class="highlight"><pre><span class="k">def</span> <span class="nf">memoize</span><span class="p">(</span><span class="n">f</span><span class="p">):</span>
+ <span class="n">f</span><span class="o">.</span><span class="n">cache</span> <span class="o">=</span> <span class="p">{}</span>
+ <span class="k">return</span> <span class="n">decorator</span><span class="p">(</span><span class="n">_memoize</span><span class="p">,</span> <span class="n">f</span><span class="p">)</span>
+</pre></div>
+
+</div>
+<p>The difference with respect to the <tt class="docutils literal">memoize_uw</tt> approach, which is based
on nested functions, is that the decorator module forces you to lift
the inner function at the outer level (<em>flat is better than nested</em>).
Moreover, you are forced to pass explicitly the function you want to
@@ -307,15 +313,19 @@ decorate to the caller function.</p>
<p>As an additional example, here is how you can define a trivial
<tt class="docutils literal">trace</tt> decorator, which prints a message everytime the traced
function is called:</p>
-<pre class="literal-block">
-def _trace(f, *args, **kw):
- print(&quot;calling %s with args %s, %s&quot; % (f.__name__, args, kw))
- return f(*args, **kw)
-</pre>
-<pre class="literal-block">
-def trace(f):
- return decorator(_trace, f)
-</pre>
+<div class="codeblock python">
+<div class="highlight"><pre><span class="k">def</span> <span class="nf">_trace</span><span class="p">(</span><span class="n">f</span><span class="p">,</span> <span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kw</span><span class="p">):</span>
+ <span class="k">print</span><span class="p">(</span><span class="s">&quot;calling </span><span class="si">%s</span><span class="s"> with args </span><span class="si">%s</span><span class="s">, </span><span class="si">%s</span><span class="s">&quot;</span> <span class="o">%</span> <span class="p">(</span><span class="n">f</span><span class="o">.</span><span class="n">__name__</span><span class="p">,</span> <span class="n">args</span><span class="p">,</span> <span class="n">kw</span><span class="p">))</span>
+ <span class="k">return</span> <span class="n">f</span><span class="p">(</span><span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kw</span><span class="p">)</span>
+</pre></div>
+
+</div>
+<div class="codeblock python">
+<div class="highlight"><pre><span class="k">def</span> <span class="nf">trace</span><span class="p">(</span><span class="n">f</span><span class="p">):</span>
+ <span class="k">return</span> <span class="n">decorator</span><span class="p">(</span><span class="n">_trace</span><span class="p">,</span> <span class="n">f</span><span class="p">)</span>
+</pre></div>
+
+</div>
<p>Here is an example of usage:</p>
<div class="codeblock python">
<div class="highlight"><pre><span class="o">&gt;&gt;&gt;</span> <span class="nd">@trace</span>
@@ -404,21 +414,23 @@ object which can be used as a decorator:</p>
sometimes it is best to have back a &quot;busy&quot; message than to block everything.
This behavior can be implemented with a suitable family of decorators,
where the parameter is the busy message:</p>
-<pre class="literal-block">
-def blocking(not_avail):
- def blocking(f, *args, **kw):
- if not hasattr(f, &quot;thread&quot;): # no thread running
- def set_result(): f.result = f(*args, **kw)
- f.thread = threading.Thread(None, set_result)
- f.thread.start()
- return not_avail
- elif f.thread.isAlive():
- return not_avail
- else: # the thread is ended, return the stored result
- del f.thread
- return f.result
- return decorator(blocking)
-</pre>
+<div class="codeblock python">
+<div class="highlight"><pre><span class="k">def</span> <span class="nf">blocking</span><span class="p">(</span><span class="n">not_avail</span><span class="p">):</span>
+ <span class="k">def</span> <span class="nf">blocking</span><span class="p">(</span><span class="n">f</span><span class="p">,</span> <span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kw</span><span class="p">):</span>
+ <span class="k">if</span> <span class="ow">not</span> <span class="nb">hasattr</span><span class="p">(</span><span class="n">f</span><span class="p">,</span> <span class="s">&quot;thread&quot;</span><span class="p">):</span> <span class="c"># no thread running</span>
+ <span class="k">def</span> <span class="nf">set_result</span><span class="p">():</span> <span class="n">f</span><span class="o">.</span><span class="n">result</span> <span class="o">=</span> <span class="n">f</span><span class="p">(</span><span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kw</span><span class="p">)</span>
+ <span class="n">f</span><span class="o">.</span><span class="n">thread</span> <span class="o">=</span> <span class="n">threading</span><span class="o">.</span><span class="n">Thread</span><span class="p">(</span><span class="bp">None</span><span class="p">,</span> <span class="n">set_result</span><span class="p">)</span>
+ <span class="n">f</span><span class="o">.</span><span class="n">thread</span><span class="o">.</span><span class="n">start</span><span class="p">()</span>
+ <span class="k">return</span> <span class="n">not_avail</span>
+ <span class="k">elif</span> <span class="n">f</span><span class="o">.</span><span class="n">thread</span><span class="o">.</span><span class="n">isAlive</span><span class="p">():</span>
+ <span class="k">return</span> <span class="n">not_avail</span>
+ <span class="k">else</span><span class="p">:</span> <span class="c"># the thread is ended, return the stored result</span>
+ <span class="k">del</span> <span class="n">f</span><span class="o">.</span><span class="n">thread</span>
+ <span class="k">return</span> <span class="n">f</span><span class="o">.</span><span class="n">result</span>
+ <span class="k">return</span> <span class="n">decorator</span><span class="p">(</span><span class="n">blocking</span><span class="p">)</span>
+</pre></div>
+
+</div>
<p>Functions decorated with <tt class="docutils literal">blocking</tt> will return a busy message if
the resource is unavailable, and the intended result if the resource is
available. For instance:</p>
@@ -463,58 +475,66 @@ is executed in a separate thread. Moreover, it is possible to set
three callbacks <tt class="docutils literal">on_success</tt>, <tt class="docutils literal">on_failure</tt> and <tt class="docutils literal">on_closing</tt>,
to specify how to manage the function call.
The implementation is the following:</p>
-<pre class="literal-block">
-def on_success(result): # default implementation
- &quot;Called on the result of the function&quot;
- return result
-</pre>
-<pre class="literal-block">
-def on_failure(exc_info): # default implementation
- &quot;Called if the function fails&quot;
- pass
-</pre>
-<pre class="literal-block">
-def on_closing(): # default implementation
- &quot;Called at the end, both in case of success and failure&quot;
- pass
-</pre>
-<pre class="literal-block">
-class Async(object):
- &quot;&quot;&quot;
- A decorator converting blocking functions into asynchronous
- functions, by using threads or processes. Examples:
-
- async_with_threads = Async(threading.Thread)
- async_with_processes = Async(multiprocessing.Process)
- &quot;&quot;&quot;
-
- def __init__(self, threadfactory):
- self.threadfactory = threadfactory
-
- def __call__(self, func, on_success=on_success,
- on_failure=on_failure, on_closing=on_closing):
- # every decorated function has its own independent thread counter
- func.counter = itertools.count(1)
- func.on_success = on_success
- func.on_failure = on_failure
- func.on_closing = on_closing
- return decorator(self.call, func)
-
- def call(self, func, *args, **kw):
- def func_wrapper():
- try:
- result = func(*args, **kw)
- except:
- func.on_failure(sys.exc_info())
- else:
- return func.on_success(result)
- finally:
- func.on_closing()
- name = '%s-%s' % (func.__name__, next(func.counter))
- thread = self.threadfactory(None, func_wrapper, name)
- thread.start()
- return thread
-</pre>
+<div class="codeblock python">
+<div class="highlight"><pre><span class="k">def</span> <span class="nf">on_success</span><span class="p">(</span><span class="n">result</span><span class="p">):</span> <span class="c"># default implementation</span>
+ <span class="s">&quot;Called on the result of the function&quot;</span>
+ <span class="k">return</span> <span class="n">result</span>
+</pre></div>
+
+</div>
+<div class="codeblock python">
+<div class="highlight"><pre><span class="k">def</span> <span class="nf">on_failure</span><span class="p">(</span><span class="n">exc_info</span><span class="p">):</span> <span class="c"># default implementation</span>
+ <span class="s">&quot;Called if the function fails&quot;</span>
+ <span class="k">pass</span>
+</pre></div>
+
+</div>
+<div class="codeblock python">
+<div class="highlight"><pre><span class="k">def</span> <span class="nf">on_closing</span><span class="p">():</span> <span class="c"># default implementation</span>
+ <span class="s">&quot;Called at the end, both in case of success and failure&quot;</span>
+ <span class="k">pass</span>
+</pre></div>
+
+</div>
+<div class="codeblock python">
+<div class="highlight"><pre><span class="k">class</span> <span class="nc">Async</span><span class="p">(</span><span class="nb">object</span><span class="p">):</span>
+ <span class="sd">&quot;&quot;&quot;</span>
+<span class="sd"> A decorator converting blocking functions into asynchronous</span>
+<span class="sd"> functions, by using threads or processes. Examples:</span>
+
+<span class="sd"> async_with_threads = Async(threading.Thread)</span>
+<span class="sd"> async_with_processes = Async(multiprocessing.Process)</span>
+<span class="sd"> &quot;&quot;&quot;</span>
+
+ <span class="k">def</span> <span class="nf">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">threadfactory</span><span class="p">):</span>
+ <span class="bp">self</span><span class="o">.</span><span class="n">threadfactory</span> <span class="o">=</span> <span class="n">threadfactory</span>
+
+ <span class="k">def</span> <span class="nf">__call__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">func</span><span class="p">,</span> <span class="n">on_success</span><span class="o">=</span><span class="n">on_success</span><span class="p">,</span>
+ <span class="n">on_failure</span><span class="o">=</span><span class="n">on_failure</span><span class="p">,</span> <span class="n">on_closing</span><span class="o">=</span><span class="n">on_closing</span><span class="p">):</span>
+ <span class="c"># every decorated function has its own independent thread counter</span>
+ <span class="n">func</span><span class="o">.</span><span class="n">counter</span> <span class="o">=</span> <span class="n">itertools</span><span class="o">.</span><span class="n">count</span><span class="p">(</span><span class="mf">1</span><span class="p">)</span>
+ <span class="n">func</span><span class="o">.</span><span class="n">on_success</span> <span class="o">=</span> <span class="n">on_success</span>
+ <span class="n">func</span><span class="o">.</span><span class="n">on_failure</span> <span class="o">=</span> <span class="n">on_failure</span>
+ <span class="n">func</span><span class="o">.</span><span class="n">on_closing</span> <span class="o">=</span> <span class="n">on_closing</span>
+ <span class="k">return</span> <span class="n">decorator</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">call</span><span class="p">,</span> <span class="n">func</span><span class="p">)</span>
+
+ <span class="k">def</span> <span class="nf">call</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">func</span><span class="p">,</span> <span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kw</span><span class="p">):</span>
+ <span class="k">def</span> <span class="nf">func_wrapper</span><span class="p">():</span>
+ <span class="k">try</span><span class="p">:</span>
+ <span class="n">result</span> <span class="o">=</span> <span class="n">func</span><span class="p">(</span><span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kw</span><span class="p">)</span>
+ <span class="k">except</span><span class="p">:</span>
+ <span class="n">func</span><span class="o">.</span><span class="n">on_failure</span><span class="p">(</span><span class="n">sys</span><span class="o">.</span><span class="n">exc_info</span><span class="p">())</span>
+ <span class="k">else</span><span class="p">:</span>
+ <span class="k">return</span> <span class="n">func</span><span class="o">.</span><span class="n">on_success</span><span class="p">(</span><span class="n">result</span><span class="p">)</span>
+ <span class="k">finally</span><span class="p">:</span>
+ <span class="n">func</span><span class="o">.</span><span class="n">on_closing</span><span class="p">()</span>
+ <span class="n">name</span> <span class="o">=</span> <span class="s">&#39;</span><span class="si">%s</span><span class="s">-</span><span class="si">%s</span><span class="s">&#39;</span> <span class="o">%</span> <span class="p">(</span><span class="n">func</span><span class="o">.</span><span class="n">__name__</span><span class="p">,</span> <span class="n">next</span><span class="p">(</span><span class="n">func</span><span class="o">.</span><span class="n">counter</span><span class="p">))</span>
+ <span class="n">thread</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">threadfactory</span><span class="p">(</span><span class="bp">None</span><span class="p">,</span> <span class="n">func_wrapper</span><span class="p">,</span> <span class="n">name</span><span class="p">)</span>
+ <span class="n">thread</span><span class="o">.</span><span class="n">start</span><span class="p">()</span>
+ <span class="k">return</span> <span class="n">thread</span>
+</pre></div>
+
+</div>
<p>The decorated function returns
the current execution thread, which can be stored and checked later, for
instance to verify that the thread <tt class="docutils literal">.isAlive()</tt>.</p>
@@ -639,12 +659,14 @@ available</tt>. In the past I have considered this acceptable, since
<tt class="docutils literal">inspect.getsource</tt> does not really work even with regular
decorators. In that case <tt class="docutils literal">inspect.getsource</tt> gives you the wrapper
source code which is probably not what you want:</p>
-<pre class="literal-block">
-def identity_dec(func):
- def wrapper(*args, **kw):
- return func(*args, **kw)
- return wrapper
-</pre>
+<div class="codeblock python">
+<div class="highlight"><pre><span class="k">def</span> <span class="nf">identity_dec</span><span class="p">(</span><span class="n">func</span><span class="p">):</span>
+ <span class="k">def</span> <span class="nf">wrapper</span><span class="p">(</span><span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kw</span><span class="p">):</span>
+ <span class="k">return</span> <span class="n">func</span><span class="p">(</span><span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kw</span><span class="p">)</span>
+ <span class="k">return</span> <span class="n">wrapper</span>
+</pre></div>
+
+</div>
<div class="codeblock python">
<div class="highlight"><pre><span class="nd">@identity_dec</span>
<span class="k">def</span> <span class="nf">example</span><span class="p">():</span> <span class="k">pass</span>
@@ -683,16 +705,18 @@ decorator is not signature-preserving. Therefore you may want an easy way to
upgrade third party decorators to signature-preserving decorators without
having to rewrite them in terms of <tt class="docutils literal">decorator</tt>. You can use a
<tt class="docutils literal">FunctionMaker</tt> to implement that functionality as follows:</p>
-<pre class="literal-block">
-def decorator_apply(dec, func):
- &quot;&quot;&quot;
- Decorate a function by preserving the signature even if dec
- is not a signature-preserving decorator.
- &quot;&quot;&quot;
- return FunctionMaker.create(
- func, 'return decorated(%(signature)s)',
- dict(decorated=dec(func)), undecorated=func)
-</pre>
+<div class="codeblock python">
+<div class="highlight"><pre><span class="k">def</span> <span class="nf">decorator_apply</span><span class="p">(</span><span class="n">dec</span><span class="p">,</span> <span class="n">func</span><span class="p">):</span>
+ <span class="sd">&quot;&quot;&quot;</span>
+<span class="sd"> Decorate a function by preserving the signature even if dec</span>
+<span class="sd"> is not a signature-preserving decorator.</span>
+<span class="sd"> &quot;&quot;&quot;</span>
+ <span class="k">return</span> <span class="n">FunctionMaker</span><span class="o">.</span><span class="n">create</span><span class="p">(</span>
+ <span class="n">func</span><span class="p">,</span> <span class="s">&#39;return decorated(</span><span class="si">%(signature)s</span><span class="s">)&#39;</span><span class="p">,</span>
+ <span class="nb">dict</span><span class="p">(</span><span class="n">decorated</span><span class="o">=</span><span class="n">dec</span><span class="p">(</span><span class="n">func</span><span class="p">)),</span> <span class="n">undecorated</span><span class="o">=</span><span class="n">func</span><span class="p">)</span>
+</pre></div>
+
+</div>
<p><tt class="docutils literal">decorator_apply</tt> sets the attribute <tt class="docutils literal">.undecorated</tt> of the generated
function to the original function, so that you can get the right
source code.</p>
@@ -706,51 +730,57 @@ pretty slick decorator that converts a tail-recursive function in an iterative
function. I have shamelessly stolen the basic idea from Kay Schluehr's recipe
in the Python Cookbook,
<a class="reference external" href="http://aspn.activestate.com/ASPN/Cookbook/Python/Recipe/496691">http://aspn.activestate.com/ASPN/Cookbook/Python/Recipe/496691</a>.</p>
-<pre class="literal-block">
-class TailRecursive(object):
- &quot;&quot;&quot;
- tail_recursive decorator based on Kay Schluehr's recipe
- http://aspn.activestate.com/ASPN/Cookbook/Python/Recipe/496691
- with improvements by me and George Sakkis.
- &quot;&quot;&quot;
-
- def __init__(self, func):
- self.func = func
- self.firstcall = True
- self.CONTINUE = object() # sentinel
-
- def __call__(self, *args, **kwd):
- CONTINUE = self.CONTINUE
- if self.firstcall:
- func = self.func
- self.firstcall = False
- try:
- while True:
- result = func(*args, **kwd)
- if result is CONTINUE: # update arguments
- args, kwd = self.argskwd
- else: # last call
- return result
- finally:
- self.firstcall = True
- else: # return the arguments of the tail call
- self.argskwd = args, kwd
- return CONTINUE
-</pre>
+<div class="codeblock python">
+<div class="highlight"><pre><span class="k">class</span> <span class="nc">TailRecursive</span><span class="p">(</span><span class="nb">object</span><span class="p">):</span>
+ <span class="sd">&quot;&quot;&quot;</span>
+<span class="sd"> tail_recursive decorator based on Kay Schluehr&#39;s recipe</span>
+<span class="sd"> http://aspn.activestate.com/ASPN/Cookbook/Python/Recipe/496691</span>
+<span class="sd"> with improvements by me and George Sakkis.</span>
+<span class="sd"> &quot;&quot;&quot;</span>
+
+ <span class="k">def</span> <span class="nf">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">func</span><span class="p">):</span>
+ <span class="bp">self</span><span class="o">.</span><span class="n">func</span> <span class="o">=</span> <span class="n">func</span>
+ <span class="bp">self</span><span class="o">.</span><span class="n">firstcall</span> <span class="o">=</span> <span class="bp">True</span>
+ <span class="bp">self</span><span class="o">.</span><span class="n">CONTINUE</span> <span class="o">=</span> <span class="nb">object</span><span class="p">()</span> <span class="c"># sentinel</span>
+
+ <span class="k">def</span> <span class="nf">__call__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kwd</span><span class="p">):</span>
+ <span class="n">CONTINUE</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">CONTINUE</span>
+ <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">firstcall</span><span class="p">:</span>
+ <span class="n">func</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span>
+ <span class="bp">self</span><span class="o">.</span><span class="n">firstcall</span> <span class="o">=</span> <span class="bp">False</span>
+ <span class="k">try</span><span class="p">:</span>
+ <span class="k">while</span> <span class="bp">True</span><span class="p">:</span>
+ <span class="n">result</span> <span class="o">=</span> <span class="n">func</span><span class="p">(</span><span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kwd</span><span class="p">)</span>
+ <span class="k">if</span> <span class="n">result</span> <span class="ow">is</span> <span class="n">CONTINUE</span><span class="p">:</span> <span class="c"># update arguments</span>
+ <span class="n">args</span><span class="p">,</span> <span class="n">kwd</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">argskwd</span>
+ <span class="k">else</span><span class="p">:</span> <span class="c"># last call</span>
+ <span class="k">return</span> <span class="n">result</span>
+ <span class="k">finally</span><span class="p">:</span>
+ <span class="bp">self</span><span class="o">.</span><span class="n">firstcall</span> <span class="o">=</span> <span class="bp">True</span>
+ <span class="k">else</span><span class="p">:</span> <span class="c"># return the arguments of the tail call</span>
+ <span class="bp">self</span><span class="o">.</span><span class="n">argskwd</span> <span class="o">=</span> <span class="n">args</span><span class="p">,</span> <span class="n">kwd</span>
+ <span class="k">return</span> <span class="n">CONTINUE</span>
+</pre></div>
+
+</div>
<p>Here the decorator is implemented as a class returning callable
objects.</p>
-<pre class="literal-block">
-def tail_recursive(func):
- return decorator_apply(TailRecursive, func)
-</pre>
+<div class="codeblock python">
+<div class="highlight"><pre><span class="k">def</span> <span class="nf">tail_recursive</span><span class="p">(</span><span class="n">func</span><span class="p">):</span>
+ <span class="k">return</span> <span class="n">decorator_apply</span><span class="p">(</span><span class="n">TailRecursive</span><span class="p">,</span> <span class="n">func</span><span class="p">)</span>
+</pre></div>
+
+</div>
<p>Here is how you apply the upgraded decorator to the good old factorial:</p>
-<pre class="literal-block">
-&#64;tail_recursive
-def factorial(n, acc=1):
- &quot;The good old factorial&quot;
- if n == 0: return acc
- return factorial(n-1, n*acc)
-</pre>
+<div class="codeblock python">
+<div class="highlight"><pre><span class="nd">@tail_recursive</span>
+<span class="k">def</span> <span class="nf">factorial</span><span class="p">(</span><span class="n">n</span><span class="p">,</span> <span class="n">acc</span><span class="o">=</span><span class="mf">1</span><span class="p">):</span>
+ <span class="s">&quot;The good old factorial&quot;</span>
+ <span class="k">if</span> <span class="n">n</span> <span class="o">==</span> <span class="mf">0</span><span class="p">:</span> <span class="k">return</span> <span class="n">acc</span>
+ <span class="k">return</span> <span class="n">factorial</span><span class="p">(</span><span class="n">n</span><span class="o">-</span><span class="mf">1</span><span class="p">,</span> <span class="n">n</span><span class="o">*</span><span class="n">acc</span><span class="p">)</span>
+</pre></div>
+
+</div>
<div class="codeblock python">
<div class="highlight"><pre><span class="o">&gt;&gt;&gt;</span> <span class="k">print</span><span class="p">(</span><span class="n">factorial</span><span class="p">(</span><span class="mf">4</span><span class="p">))</span>
<span class="mf">24</span>
@@ -762,11 +792,13 @@ your mind ;) Notice that there is no recursion limit now, and you can
easily compute <tt class="docutils literal">factorial(1001)</tt> or larger without filling the stack
frame. Notice also that the decorator will not work on functions which
are not tail recursive, such as the following</p>
-<pre class="literal-block">
-def fact(n): # this is not tail-recursive
- if n == 0: return 1
- return n * fact(n-1)
-</pre>
+<div class="codeblock python">
+<div class="highlight"><pre><span class="k">def</span> <span class="nf">fact</span><span class="p">(</span><span class="n">n</span><span class="p">):</span> <span class="c"># this is not tail-recursive</span>
+ <span class="k">if</span> <span class="n">n</span> <span class="o">==</span> <span class="mf">0</span><span class="p">:</span> <span class="k">return</span> <span class="mf">1</span>
+ <span class="k">return</span> <span class="n">n</span> <span class="o">*</span> <span class="n">fact</span><span class="p">(</span><span class="n">n</span><span class="o">-</span><span class="mf">1</span><span class="p">)</span>
+</pre></div>
+
+</div>
<p>(reminder: a function is tail recursive if it either returns a value without
making a recursive call, or returns directly the result of a recursive
call).</p>
@@ -893,7 +925,7 @@ the beginning, via the <tt class="docutils literal">2to3</tt> conversion tool, b
been now integrated in the build process, thanks to the <a class="reference external" href="http://packages.python.org/distribute/">distribute</a>
project, the Python 3-compatible replacement of easy_install.
The hard work (for me) has been converting the documentation and the
-doctests. This has been possibly only now that <a class="reference external" href="http://docutils.sourceforge.net/">docutils</a> and <a class="reference external" href="http://pygments.org/">pygments</a>
+doctests. This has been possible only now that <a class="reference external" href="http://docutils.sourceforge.net/">docutils</a> and <a class="reference external" href="http://pygments.org/">pygments</a>
have been ported to Python 3.</p>
<p>The <tt class="docutils literal">decorator</tt> module <em>per se</em> does not contain any change, apart
from the removal of the functions <tt class="docutils literal">get_info</tt> and <tt class="docutils literal">new_wrapper</tt>,
@@ -921,11 +953,11 @@ downgrade to the 2.3 version.</p>
<p>The examples shown here have been tested with Python 2.6. Python 2.4
is also supported - of course the examples requiring the <tt class="docutils literal">with</tt>
statement will not work there. Python 2.5 works fine, but if you
-run the examples here in the interactive interpreter
+run the examples in the interactive interpreter
you will notice a few differences since
<tt class="docutils literal">getargspec</tt> returns an <tt class="docutils literal">ArgSpec</tt> namedtuple instead of a regular
tuple. That means that running the file
-<tt class="docutils literal">documentation.py</tt> under Python 2.5 will a few errors, but
+<tt class="docutils literal">documentation.py</tt> under Python 2.5 will print a few errors, but
they are not serious.</p>
</div>
<div class="section" id="licence">
diff --git a/decorator/documentation3.pdf b/decorator/documentation3.pdf
new file mode 100644
index 0000000..05e0f52
--- /dev/null
+++ b/decorator/documentation3.pdf
@@ -0,0 +1,3666 @@
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+BT 1 0 0 1 0 28.82 Tm .411235 Tw 12 TL /F1 10 Tf 0 0 0 rg (This means that introspection tools such as pydoc will give wrong informations about the signature of ) Tj /F5 10 Tf (f1) Tj /F1 10 Tf (.) Tj T* 0 Tw .161654 Tw (This is pretty bad: pydoc will tell you that the function accepts a generic signature ) Tj /F5 10 Tf (*args) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (**kw) Tj /F1 10 Tf (, but when) Tj T* 0 Tw (you try to call the function with more than an argument, you will get an error:) Tj T* ET
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diff --git a/decorator/documentation3.py b/decorator/documentation3.py
index 259d0ba..94641ab 100644
--- a/decorator/documentation3.py
+++ b/decorator/documentation3.py
@@ -83,11 +83,11 @@ the function is called with the same input parameters the result is retrieved
from the cache and not recomputed. There are many implementations of
``memoize`` in http://www.python.org/moin/PythonDecoratorLibrary,
but they do not preserve the signature.
-A simple implementation for Python 2.5 could be the following (notice
+A simple implementation could be the following (notice
that in general it is impossible to memoize correctly something
that depends on non-hashable arguments):
-$$memoize25
+$$memoize_uw
Here we used the functools.update_wrapper_ utility, which has
been added in Python 2.5 expressly to simplify the definition of decorators
@@ -100,14 +100,14 @@ from the original function to the decorated function by hand).
The implementation above works in the sense that the decorator
can accept functions with generic signatures; unfortunately this
implementation does *not* define a signature-preserving decorator, since in
-general ``memoize25`` returns a function with a
+general ``memoize_uw`` returns a function with a
*different signature* from the original function.
Consider for instance the following case:
.. code-block:: python
- >>> @memoize25
+ >>> @memoize_uw
... def f1(x):
... time.sleep(1) # simulate some long computation
... return x
@@ -160,7 +160,7 @@ At this point you can define your decorator as follows:
$$memoize
-The difference with respect to the Python 2.5 approach, which is based
+The difference with respect to the ``memoize_uw`` approach, which is based
on nested functions, is that the decorator module forces you to lift
the inner function at the outer level (*flat is better than nested*).
Moreover, you are forced to pass explicitly the function you want to
@@ -685,12 +685,12 @@ Compatibility notes
---------------------------------------------------------------
Version 3.2 is the first version of the ``decorator`` module to officially
-support Python 3.0. Actually, the module has supported Python 3.0 from
+support Python 3. Actually, the module has supported Python 3 from
the beginning, via the ``2to3`` conversion tool, but this step has
been now integrated in the build process, thanks to the distribute_
project, the Python 3-compatible replacement of easy_install.
The hard work (for me) has been converting the documentation and the
-doctests. This has been possibly only now that docutils_ and pygments_
+doctests. This has been possible only now that docutils_ and pygments_
have been ported to Python 3.
The ``decorator`` module *per se* does not contain any change, apart
@@ -722,11 +722,11 @@ downgrade to the 2.3 version.
The examples shown here have been tested with Python 2.6. Python 2.4
is also supported - of course the examples requiring the ``with``
statement will not work there. Python 2.5 works fine, but if you
-run the examples here in the interactive interpreter
+run the examples in the interactive interpreter
you will notice a few differences since
``getargspec`` returns an ``ArgSpec`` namedtuple instead of a regular
tuple. That means that running the file
-``documentation.py`` under Python 2.5 will a few errors, but
+``documentation.py`` under Python 2.5 will print a few errors, but
they are not serious.
.. _functionality introduced in version 2.3: http://www.phyast.pitt.edu/~micheles/python/documentation.html#class-decorators-and-decorator-factories
@@ -851,7 +851,7 @@ def identity_dec(func):
@identity_dec
def example(): pass
-def memoize25(func):
+def memoize_uw(func):
func.cache = {}
def memoize(*args, **kw):
if kw: # frozenset is used to ensure hashability
diff --git a/decorator/index.html b/decorator/index.html
index 4f9912a..597a1fd 100644
--- a/decorator/index.html
+++ b/decorator/index.html
@@ -309,22 +309,39 @@ ul.auto-toc {
<p>Dependencies:</p>
<p>The decorator module requires Python 2.4.</p>
-<p>Installation:</p>
+<div class="section" id="installation">
+<h1>Installation</h1>
+<p>If you are lazy, just perform</p>
+<p>$ easy_install decorator</p>
+<p>which will install just the module on your system. Notice that
+Python 3 requires the easy_install version of the <a class="reference external" href="http://packages.python.org/distribute/">distribute</a> project.</p>
+<p>If you prefer to install the full distribution from source, including
+the documentation, download the <a class="reference external" href="http://pypi.python.org/pypi/decorator">tarball</a>, unpack it and run</p>
<p>$ python setup.py install</p>
-<p>Testing:</p>
+<p>in the main directory, possibly as superuser.</p>
+</div>
+<div class="section" id="testing">
+<h1>Testing</h1>
<p>For Python 2.4, 2.5, 2.6, 2.7 run</p>
<p>$ python documentation.py</p>
<p>for Python 3.X run</p>
<p>$ python documentation3.py</p>
<p>You will see a few innocuous errors with Python 2.4 and 2.5, because
some inner details such as the introduction of the ArgSpec namedtuple
-and Thread.__repr__ changed. You may safely ignore them.</p>
-<p>Notice:</p>
-<p>You may get into trouble if in your system there is an older version
+and Thread.__repr__ changed. You may safely ignore them.
+Notice that you may run into trouble if in your system there is an older version
of the decorator module; in such a case remove the old version.</p>
-<p>Documentation:</p>
-<p>There are two versions of the documentation, one for <a class="reference external" href="documentation.html">Python 2</a> and one
-for <a class="reference external" href="documentation3.html">Python 3</a> .</p>
+</div>
+<div class="section" id="documentation">
+<h1>Documentation</h1>
+<p>There are various versions of the documentation:</p>
+<ul class="simple">
+<li><a class="reference external" href="documentation.html">HTML version (Python 2)</a></li>
+<li><a class="reference external" href="documentation.pdf">PDF version (Python 2)</a></li>
+<li><a class="reference external" href="documentation3.html">HTML version (Python 3)</a></li>
+<li><a class="reference external" href="documentation3.pdf">PDF version (Python 3)</a></li>
+</ul>
+</div>
</div>
</body>
</html>