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July 1999
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This FAQ newsgroup posting has been automatically converted from an
HTML snapshot of the original Python FAQ; please refer to the original
"Python FAQ Wizard" at <http://grail.cnri.reston.va.us/cgi-bin/faqw.py>
if source code snippets given in this document do not work - incidentally
some formatting information may have been lost during the conversion.
----------------------------------------------------------------------------
The whole Python FAQ - Section 4
Last changed on Mon Jun 28 19:36:09 1999 EDT
(Entries marked with ** were changed within the last 24 hours; entries
marked with * were changed within the last 7 days.)
----------------------------------------------------------------------------
4. Programming in Python
4.1. Is there a source code level debugger with breakpoints, step,
etc.?
4.2. Can I create an object class with some methods implemented in C
and others in Python (e.g. through inheritance)? (Also phrased as: Can
I use a built-in type as base class?)
4.3. Is there a curses/termcap package for Python?
4.4. Is there an equivalent to C's onexit() in Python?
4.5. When I define a function nested inside another function, the
nested function seemingly can't access the local variables of the outer
function. What is going on? How do I pass local data to a nested
function?
4.6. How do I iterate over a sequence in reverse order?
4.7. My program is too slow. How do I speed it up?
4.8. When I have imported a module, then edit it, and import it again
(into the same Python process), the changes don't seem to take place.
What is going on?
4.9. How do I find the current module name?
4.10. I have a module in which I want to execute some extra code when
it is run as a script. How do I find out whether I am running as a
script?
4.11. I try to run a program from the Demo directory but it fails with
ImportError: No module named ...; what gives?
4.12. I have successfully built Python with STDWIN but it can't find
some modules (e.g. stdwinevents).
4.13. What GUI toolkits exist for Python?
4.14. Are there any interfaces to database packages in Python?
4.15. Is it possible to write obfuscated one-liners in Python?
4.16. Is there an equivalent of C's "?:" ternary operator?
4.17. My class defines __del__ but it is not called when I delete the
object.
4.18. How do I change the shell environment for programs called using
os.popen() or os.system()? Changing os.environ doesn't work.
4.19. What is a class?
4.20. What is a method?
4.21. What is self?
4.22. What is an unbound method?
4.23. How do I call a method defined in a base class from a derived
class that overrides it?
4.24. How do I call a method from a base class without using the name
of the base class?
4.25. How can I organize my code to make it easier to change the base
class?
4.26. How can I find the methods or attributes of an object?
4.27. I can't seem to use os.read() on a pipe created with os.popen().
4.28. How can I create a stand-alone binary from a Python script?
4.29. What WWW tools are there for Python?
4.30. How do I run a subprocess with pipes connected to both input and
output?
4.31. How do I call a function if I have the arguments in a tuple?
4.32. How do I enable font-lock-mode for Python in Emacs?
4.33. Is there a scanf() or sscanf() equivalent?
4.34. Can I have Tk events handled while waiting for I/O?
4.35. How do I write a function with output parameters (call by
reference)?
4.36. Please explain the rules for local and global variables in
Python.
4.37. How can I have modules that mutually import each other?
4.38. How do I copy an object in Python?
4.39. How to implement persistent objects in Python? (Persistent ==
automatically saved to and restored from disk.)
4.40. I try to use __spam and I get an error about
_SomeClassName__spam.
4.41. How do I delete a file? And other file questions.
4.42. How to modify urllib or httplib to support HTTP/1.1?
4.43. Unexplicable syntax errors in compile() or exec.
4.44. How do I convert a string to a number?
4.45. How do I convert a number to a string?
4.46. How do I copy a file?
4.47. How do I check if an object is an instance of a given class or of
a subclass of it?
4.48. What is delegation?
4.49. How do I test a Python program or component.
4.50. My multidimensional list (array) is broken! What gives?
4.51. I want to do a complicated sort: can you do a Schwartzian
Transform in Python?
4.52. How to convert between tuples and lists?
4.53. Files retrieved with urllib contain leading garbage that looks
like email headers.
4.54. How do I get a list of all instances of a given class?
4.55. A regular expression fails with regex.error: match failure.
4.56. I can't get signal handlers to work.
4.57. I can't use a global variable in a function? Help!
4.58. What's a negative index? Why doesn't list.insert() use them?
4.59. How can I sort one list by values from another list?
4.60. Why doesn't dir() work on builtin types like files and lists?
4.61. How can I mimic CGI form submission (METHOD=POST)?
4.62. If my program crashes with a bsddb (or anydbm) database open, it
gets corrupted. How come?
4.63. How do I make a Python script executable on Unix?
4.64. How do you remove duplicates from a list?
4.65. Are there any known year 2000 problems in Python?
4.66. I want a version of map that applies a method to a sequence of
objects! Help!
4.67. How do I generate random numbers in Python?
4.68. How do I access the serial (RS232) port?
4.69. Images on Tk-Buttons don't work in Py15?
4.70. Where is the math.py (socket.py, regex.py, etc.) source file?
4.71. How do I send mail from a Python script?
4.72. How do I avoid blocking in connect() of a socket?
4.73. How do I specify hexadecimal and octal integers?
4.74. How to get a single keypress at a time?
4.75. How can I overload constructors (or methods) in Python?
4.76. How do I pass keyword arguments from one method to another?
4.77. What module should I use to help with generating HTML?
4.78. How do I create documentation from doc strings?
4.79. How do I read (or write) binary data?
4.80. I can't get key bindings to work in Tkinter
4.81. "import crypt" fails
4.82. Are there coding standards or a style guide for Python programs?
4.83. How do I freeze Tkinter applications?
4.84. How do I create static class data and static class methods?
4.85. __import__('x.y.z') returns <module 'x'>; how do I get z?
4.86. Basic thread wisdom
4.87. Why doesn't closing sys.stdout (stdin, stderr) really close it?
4.88. What kinds of global value mutation are thread-safe?
4.89. How do I modify a string in place?
4.90. How to pass on keyword/optional parameters/arguments
----------------------------------------------------------------------------
4. Programming in Python
----------------------------------------------------------------------------
4.1. Is there a source code level debugger with breakpoints, step, etc.?
Yes. Check out module pdb. It is documented in the Library Reference Manual;
pdb.help() also prints the documentation. You can write your own debugger by
using the code for pdb as an example.
Pythonwin also has a GUI debugger available, based on bdb, which colors
breakpoints and has quite a few cool features (including debugging
non-Pythonwin programs). The interface needs some work, but is interesting
none the less. A reference can be found in
http://www.python.org/ftp/python/pythonwin/pwindex.html
Richard Wolff has created a modified version of pdb, called Pydb, for use
with the popular Data Display Debugger (DDD). Pydb can be found at
http://daikon.tuc.noao.edu/python/, and DDD can be found at
http://www.cs.tu-bs.de/softech/ddd/
----------------------------------------------------------------------------
4.2. Can I create an object class with some methods implemented in C and
others in Python (e.g. through inheritance)? (Also phrased as: Can I use a
built-in type as base class?)
No, but you can easily create a Python class which serves as a wrapper
around a built-in object, e.g. (for dictionaries):
# A user-defined class behaving almost identical
# to a built-in dictionary.
class UserDict:
def __init__(self): self.data = {}
def __repr__(self): return repr(self.data)
def __cmp__(self, dict):
if type(dict) == type(self.data):
return cmp(self.data, dict)
else:
return cmp(self.data, dict.data)
def __len__(self): return len(self.data)
def __getitem__(self, key): return self.data[key]
def __setitem__(self, key, item): self.data[key] = item
def __delitem__(self, key): del self.data[key]
def keys(self): return self.data.keys()
def items(self): return self.data.items()
def values(self): return self.data.values()
def has_key(self, key): return self.data.has_key(key)
A2. See Jim Fulton's ExtensionClass for an example of a mechanism which
allows you to have superclasses which you can inherit from in Python -- that
way you can have some methods from a C superclass (call it a mixin) and some
methods from either a Python superclass or your subclass. See
http://www.digicool.com/papers/ExtensionClass.html.
----------------------------------------------------------------------------
4.3. Is there a curses/termcap package for Python?
[Andrew Kuchling] The standard Python distribution comes with a curses
module in the Modules/ subdirectory, though it's not compiled by default.
However, that module only supports plain curses; you can't use ncurses
features like colors with it (though it will link with ncurses).
Oliver Andrich has an enhanced module that does support such features;
there's a version available at
http://andrich.net/python/selfmade.html#ncursesmodule .
----------------------------------------------------------------------------
4.4. Is there an equivalent to C's onexit() in Python?
Yes, if you import sys and assign a function to sys.exitfunc, it will be
called when your program exits, is killed by an unhandled exception, or (on
UNIX) receives a SIGHUP or SIGTERM signal.
----------------------------------------------------------------------------
4.5. When I define a function nested inside another function, the nested
function seemingly can't access the local variables of the outer function.
What is going on? How do I pass local data to a nested function?
Python does not have arbitrarily nested scopes. When you need to create a
function that needs to access some data which you have available locally,
create a new class to hold the data and return a method of an instance of
that class, e.g.:
class MultiplierClass:
def __init__(self, factor):
self.factor = factor
def multiplier(self, argument):
return argument * self.factor
def generate_multiplier(factor):
return MultiplierClass(factor).multiplier
twice = generate_multiplier(2)
print twice(10)
# Output: 20
An alternative solution uses default arguments, e.g.:
def generate_multiplier(factor):
def multiplier(arg, fact = factor):
return arg*fact
return multiplier
twice = generate_multiplier(2)
print twice(10)
# Output: 20
----------------------------------------------------------------------------
4.6. How do I iterate over a sequence in reverse order?
If it is a list, the fastest solution is
list.reverse()
try:
for x in list:
"do something with x"
finally:
list.reverse()
This has the disadvantage that while you are in the loop, the list is
temporarily reversed. If you don't like this, you can make a copy. This
appears expensive but is actually faster than other solutions:
rev = list[:]
rev.reverse()
for x in rev:
<do something with x>
If it's not a list, a more general but slower solution is:
for i in range(len(sequence)-1, -1, -1):
x = sequence[i]
<do something with x>
A more elegant solution, is to define a class which acts as a sequence and
yields the elements in reverse order (solution due to Steve Majewski):
class Rev:
def __init__(self, seq):
self.forw = seq
def __len__(self):
return len(self.forw)
def __getitem__(self, i):
return self.forw[-(i + 1)]
You can now simply write:
for x in Rev(list):
<do something with x>
Unfortunately, this solution is slowest of all, due to the method call
overhead...
----------------------------------------------------------------------------
4.7. My program is too slow. How do I speed it up?
That's a tough one, in general. There are many tricks to speed up Python
code; I would consider rewriting parts in C only as a last resort. One thing
to notice is that function and (especially) method calls are rather
expensive; if you have designed a purely OO interface with lots of tiny
functions that don't do much more than get or set an instance variable or
call another method, you may consider using a more direct way, e.g. directly
accessing instance variables. Also see the standard module "profile"
(described in the Library Reference manual) which makes it possible to find
out where your program is spending most of its time (if you have some
patience -- the profiling itself can slow your program down by an order of
magnitude).
Remember that many standard optimization heuristics you may know from other
programming experience may well apply to Python. For example it may be
faster to send output to output devices using larger writes rather than
smaller ones in order to avoid the overhead of kernel system calls. Thus CGI
scripts that write all output in "one shot" may be notably faster than those
that write lots of small pieces of output.
Also, be sure to use "aggregate" operations where appropriate. For example
the "slicing" feature allows programs to chop up lists and other sequence
objects in a single tick of the interpreter mainloop using highly optimized
C implementations. Thus to get the same effect as
L2 = []
for i in range[3]:
L2.append(L1[i])
it is much shorter and far faster to use
L2 = list(L1[:3]) # "list" is redundant if L1 is a list.
Note that the map() function, particularly used with builtin methods or
builtin functions can be a convenient accellerator. For example to pair the
elements of two lists together:
>>> map(None, [1,2,3], [4,5,6])
[(1, 4), (2, 5), (3, 6)]
or to compute a number of sines:
>>> map( math.sin, (1,2,3,4))
[0.841470984808, 0.909297426826, 0.14112000806, -0.756802495308]
The map operation completes very quickly in such cases.
Other examples of aggregate operations include the join, joinfields, split,
and splitfields methods of the standard string builtin module. For example
if s1..s7 are large (10K+) strings then
string.joinfields([s1,s2,s3,s4,s5,s6,s7], "") may be far faster than the
more obvious s1+s2+s3+s4+s5+s6+s7, since the "summation" will compute many
subexpressions, whereas joinfields does all copying in one pass. For
manipulating strings also consider the regular expression libraries and the
"substitution" operations String % tuple and String % dictionary. Also be
sure to use the list.sort builtin method to do sorting, and see FAQ's 4.51
and 4.59 for examples of moderately advanced usage -- list.sort beats other
techniques for sorting in all but the most extreme circumstances.
There are many other aggregate operations available in the standard
libraries and in contributed libraries and extensions.
Another common trick is to "push loops into functions or methods." For
example suppose you have a program that runs slowly and you use the profiler
(profile.run) to determine that a Python function ff is being called lots of
times. If you notice that ff
def ff(x):
...do something with x computing result...
return result
tends to be called in loops like (A)
list = map(ff, oldlist)
or (B)
for x in sequence:
value = ff(x)
...do something with value...
then you can often eliminate function call overhead by rewriting ff to
def ffseq(seq):
resultseq = []
for x in seq:
...do something with x computing result...
resultseq.append(result)
return resultseq
and rewrite (A) to
list = ffseq(oldlist)
and (B) to
for value in ffseq(sequence):
...do something with value...
Other single calls ff(x) translate to ffseq([x])[0] with little penalty. Of
course this technique is not always appropriate and there are other
variants, which you can figure out.
You can gain some performance by explicitly storing the results of a
function or method lookup into a local variable. A loop like
for key in token:
dict[key] = dict.get(key, 0) + 1
resolves dict.get every iteration. If the method isn't going to change, a
faster implementation is
dict_get = dict.get # look up the method once
for key in token:
dict[key] = dict_get(key, 0) + 1
Default arguments can be used to determine values once, at compile time
instead of at run time. This can only be done for functions or objects which
will not be changed during program execution, such as replacing
def degree_sin(deg):
return math.sin(deg * math.pi / 180.0)
with
def degree_sin(deg, factor = math.pi/180.0, sin = math.sin):
return sin(deg * factor)
Because this trick uses default arguments for terms which should not be
changed, it should only be used when you are not concerned with presenting a
possibly confusing API to your users.
For an anecdote related to optimization, see
http://www.python.org/doc/essays/list2str.html
----------------------------------------------------------------------------
4.8. When I have imported a module, then edit it, and import it again (into
the same Python process), the changes don't seem to take place. What is
going on?
For reasons of efficiency as well as consistency, Python only reads the
module file on the first time a module is imported. (Otherwise a program
consisting of many modules, each of which imports the same basic module,
would read the basic module over and over again.) To force rereading of a
changed module, do this:
import modname
reload(modname)
Warning: this technique is not 100% fool-proof. In particular, modules
containing statements like
from modname import some_objects
will continue to work with the old version of the imported objects.
----------------------------------------------------------------------------
4.9. How do I find the current module name?
A module can find out its own module name by looking at the (predefined)
global variable __name__. If this has the value '__main__' you are running
as a script.
----------------------------------------------------------------------------
4.10. I have a module in which I want to execute some extra code when it is
run as a script. How do I find out whether I am running as a script?
See the previous question. E.g. if you put the following on the last line of
your module, main() is called only when your module is running as a script:
if __name__ == '__main__': main()
----------------------------------------------------------------------------
4.11. I try to run a program from the Demo directory but it fails with
ImportError: No module named ...; what gives?
This is probably an optional module (written in C!) which hasn't been
configured on your system. This especially happens with modules like
"Tkinter", "stdwin", "gl", "Xt" or "Xm". For Tkinter, STDWIN and many other
modules, see Modules/Setup.in for info on how to add these modules to your
Python, if it is possible at all. Sometimes you will have to ftp and build
another package first (e.g. Tcl and Tk for Tkinter). Sometimes the module
only works on specific platforms (e.g. gl only works on SGI machines).
NOTE: if the complaint is about "Tkinter" (upper case T) and you have
already configured module "tkinter" (lower case t), the solution is not to
rename tkinter to Tkinter or vice versa. There is probably something wrong
with your module search path. Check out the value of sys.path.
For X-related modules (Xt and Xm) you will have to do more work: they are
currently not part of the standard Python distribution. You will have to ftp
the Extensions tar file, i.e.
ftp://ftp.python.org/pub/python/src/X-extension.tar.gz and follow the
instructions there.
See also the next question.
----------------------------------------------------------------------------
4.12. I have successfully built Python with STDWIN but it can't find some
modules (e.g. stdwinevents).
There's a subdirectory of the library directory named 'stdwin' which should
be in the default module search path. There's a line in Modules/Setup(.in)
that you have to enable for this purpose -- unfortunately in the latest
release it's not near the other STDWIN-related lines so it's easy to miss
it.
----------------------------------------------------------------------------
4.13. What GUI toolkits exist for Python?
Depending on what platform(s) you are aiming at, there are several.
Currently supported solutions:
There's a neat object-oriented interface to the Tcl/Tk widget set, called
Tkinter. It is part of the standard Python distribution and well-supported
-- all you need to do is build and install Tcl/Tk and enable the _tkinter
module and the TKPATH definition in Modules/Setup when building Python. This
is probably the easiest to install and use, and the most complete widget
set. It is also very likely that in the future the standard Python GUI API
will be based on or at least look very much like the Tkinter interface. For
more info about Tk, including pointers to the source, see the Tcl/Tk home
page at http://www.scriptics.com. Tcl/Tk is now fully portable to the Mac
and Windows platforms (NT and 95 only); you need Python 1.4beta3 or later
and Tk 4.1patch1 or later.
There's an interface to X11, including the Athena and Motif widget sets (and
a few individual widgets, like Mosaic's HTML widget and SGI's GL widget)
available from ftp://ftp.python.org/pub/python/src/X-extension.tar.gz.
Support by Sjoerd Mullender sjoerd(a)cwi.nl.
On top of the X11 interface there's the (recently revived) vpApp toolkit by
Per Spilling, now also maintained by Sjoerd Mullender sjoerd(a)cwi.nl. See
ftp://ftp.cwi.nl/pub/sjoerd/vpApp.tar.gz.
The Mac port has a rich and ever-growing set of modules that support the
native Mac toolbox calls. See the documentation that comes with the Mac
port. See ftp://ftp.python.org/pub/python/mac. Support by Jack Jansen
jack(a)cwi.nl.
The NT port supported by Mark Hammond MHammond(a)skippinet.com.au (see
question 7.2) includes an interface to the Microsoft Foundation Classes and
a Python programming environment using it that's written mostly in Python.
See ftp://ftp.python.org/pub/python/pythonwin/.
There's an object-oriented GUI based on the Microsoft Foundation Classes
model called WPY, supported by Jim Ahlstrom jim(a)interet.com. Programs
written in WPY run unchanged and with native look and feel on Windows NT/95,
Windows 3.1 (using win32s), and on Unix (using Tk). Source and binaries for
Windows and Linux are available in ftp://ftp.python.org/pub/python/wpy/.
Obsolete or minority solutions:
There's an interface to wxWindows. wxWindows is a portable GUI class library
written in C++. It supports XView, Motif, MS-Windows as targets. There is
some support for Macs and CURSES as well. wxWindows preserves the look and
feel of the underlying graphics toolkit. See the wxPython WWW page at
http://www.aiai.ed.ac.uk/~jacs/wx/wxpython/wxpython.html. Support for
wxPython (by Harri Pasanen pa(a)tekla.fi) appears to have a low priority.
For SGI IRIX only, there are unsupported interfaces to the complete GL
(Graphics Library -- low level but very good 3D capabilities) as well as to
FORMS (a buttons-and-sliders-etc package built on top of GL by Mark Overmars
-- ftp'able from ftp://ftp.cs.ruu.nl/pub/SGI/FORMS/). This is probably also
becoming obsolete, as OpenGL takes over.
There's an interface to STDWIN, a platform-independent low-level windowing
interface for Mac and X11. This is totally unsupported and rapidly becoming
obsolete. The STDWIN sources are at ftp://ftp.cwi.nl/pub/stdwin/. (For info
about STDWIN 2.0, please refer to Steven Pemberton steven(a)cwi.nl -- I
believe it is also dead.)
There is an interface to WAFE, a Tcl interface to the X11 Motif and Athena
widget sets. WAFE is at http://www.wu-wien.ac.at/wafe/wafe.html.
(The Fresco port that was mentioned in earlier versions of this FAQ no
longer seems to exist. Inquire with Mark Linton.)
----------------------------------------------------------------------------
4.14. Are there any interfaces to database packages in Python?
There's a whole collection of them in the contrib area of the ftp server,
see http://www.python.org/ftp/python/contrib/Database/.
----------------------------------------------------------------------------
4.15. Is it possible to write obfuscated one-liners in Python?
Yes. See the following three examples, due to Ulf Bartelt:
# Primes < 1000
print filter(None,map(lambda y:y*reduce(lambda x,y:x*y!=0,
map(lambda x,y=y:y%x,range(2,int(pow(y,0.5)+1))),1),range(2,1000)))
# First 10 Fibonacci numbers
print map(lambda x,f=lambda x,f:(x<=1) or (f(x-1,f)+f(x-2,f)): f(x,f),
range(10))
# Mandelbrot set
print (lambda Ru,Ro,Iu,Io,IM,Sx,Sy:reduce(lambda x,y:x+y,map(lambda y,
Iu=Iu,Io=Io,Ru=Ru,Ro=Ro,Sy=Sy,L=lambda yc,Iu=Iu,Io=Io,Ru=Ru,Ro=Ro,i=IM,
Sx=Sx,Sy=Sy:reduce(lambda x,y:x+y,map(lambda x,xc=Ru,yc=yc,Ru=Ru,Ro=Ro,
i=i,Sx=Sx,F=lambda xc,yc,x,y,k,f=lambda xc,yc,x,y,k,f:(k<=0)or (x*x+y*y
>=4.0) or 1+f(xc,yc,x*x-y*y+xc,2.0*x*y+yc,k-1,f):f(xc,yc,x,y,k,f):chr(
64+F(Ru+x*(Ro-Ru)/Sx,yc,0,0,i)),range(Sx))):L(Iu+y*(Io-Iu)/Sy),range(Sy
))))(-2.1, 0.7, -1.2, 1.2, 30, 80, 24)
# \___ ___/ \___ ___/ | | |__ lines on screen
# V V | |______ columns on screen
# | | |__________ maximum of "iterations"
# | |_________________ range on y axis
# |____________________________ range on x axis
Don't try this at home, kids!
----------------------------------------------------------------------------
4.16. Is there an equivalent of C's "?:" ternary operator?
Not directly. In many cases you can mimic a?b:c with "a and b or c", but
there's a flaw: if b is zero (or empty, or None -- anything that tests
false) then c will be selected instead. In many cases you can prove by
looking at the code that this can't happen (e.g. because b is a constant or
has a type that can never be false), but in general this can be a problem.
Tim Peters (who wishes it was Steve Majewski) suggested the following
solution: (a and [b] or [c])[0]. Because [b] is a singleton list it is never
false, so the wrong path is never taken; then applying [0] to the whole
thing gets the b or c that you really wanted. Ugly, but it gets you there in
the rare cases where it is really inconvenient to rewrite your code using
'if'.
----------------------------------------------------------------------------
4.17. My class defines __del__ but it is not called when I delete the
object.
There are several possible reasons for this.
The del statement does not necessarily call __del__ -- it simply decrements
the object's reference count, and if this reaches zero __del__ is called.
If your data structures contain circular links (e.g. a tree where each child
has a parent pointer and each parent has a list of children) the reference
counts will never go back to zero. You'll have to define an explicit close()
method which removes those pointers. Please don't ever call __del__ directly
-- __del__ should call close() and close() should make sure that it can be
called more than once for the same object.
If the object has ever been a local variable (or argument, which is really
the same thing) to a function that caught an expression in an except clause,
chances are that a reference to the object still exists in that function's
stack frame as contained in the stack trace. Normally, deleting (better:
assigning None to) sys.exc_traceback will take care of this. If a stack was
printed for an unhandled exception in an interactive interpreter, delete
sys.last_traceback instead.
There is code that deletes all objects when the interpreter exits, but it is
not called if your Python has been configured to support threads (because
other threads may still be active). You can define your own cleanup function
using sys.exitfunc (see question 4.4).
Finally, if your __del__ method raises an exception, this will be ignored.
Starting with Python 1.4beta3, a warning message is printed to sys.stderr
when this happens.
See also question 6.14 for a discussion of the possibility of adding true
garbage collection to Python.
----------------------------------------------------------------------------
4.18. How do I change the shell environment for programs called using
os.popen() or os.system()? Changing os.environ doesn't work.
You must be using either a version of python before 1.4, or on a (rare)
system that doesn't have the putenv() library function.
Before Python 1.4, modifying the environment passed to subshells was left
out of the interpreter because there seemed to be no well-established
portable way to do it (in particular, some systems, have putenv(), others
have setenv(), and some have none at all). As of Python 1.4, almost all Unix
systems do have putenv(), and so does the Win32 API, and thus the os module
was modified so that changes to os.environ are trapped and the corresponding
putenv() call is made.
----------------------------------------------------------------------------
4.19. What is a class?
A class is the particular object type that is created by executing a class
statement. Class objects are used as templates, to create class instance
objects, which embody both the data structure and program routines specific
to a datatype.
----------------------------------------------------------------------------
4.20. What is a method?
A method is a function that you normally call as x.name(arguments...) for
some object x. The term is used for methods of classes and class instances
as well as for methods of built-in objects. (The latter have a completely
different implementation and only share the way their calls look in Python
code.) Methods of classes (and class instances) are defined as functions
inside the class definition.
----------------------------------------------------------------------------
4.21. What is self?
Self is merely a conventional name for the first argument of a method --
i.e. a function defined inside a class definition. A method defined as
meth(self, a, b, c) should be called as x.meth(a, b, c) for some instance x
of the class in which the definition occurs; the called method will think it
is called as meth(x, a, b, c).
----------------------------------------------------------------------------
4.22. What is an unbound method?
An unbound method is a method defined in a class that is not yet bound to an
instance. You get an unbound method if you ask for a class attribute that
happens to be a function. You get a bound method if you ask for an instance
attribute. A bound method knows which instance it belongs to and calling it
supplies the instance automatically; an unbound method only knows which
class it wants for its first argument (a derived class is also OK). Calling
an unbound method doesn't "magically" derive the first argument from the
context -- you have to provide it explicitly.
Trivia note regarding bound methods: each reference to a bound method of a
particular object creates a bound method object. If you have two such
references (a = inst.meth; b = inst.meth), they will compare equal (a == b)
but are not the same (a is not b).
----------------------------------------------------------------------------
4.23. How do I call a method defined in a base class from a derived class
that overrides it?
If your class definition starts with "class Derived(Base): ..." then you can
call method meth defined in Base (or one of Base's base classes) as
Base.meth(self, arguments...). Here, Base.meth is an unbound method (see
previous question).
----------------------------------------------------------------------------
4.24. How do I call a method from a base class without using the name of the
base class?
DON'T DO THIS. REALLY. I MEAN IT. It appears that you could call
self.__class__.__bases__[0].meth(self, arguments...) but this fails when a
doubly-derived method is derived from your class: for its instances,
self.__class__.__bases__[0] is your class, not its base class -- so
(assuming you are doing this from within Derived.meth) you would start a
recursive call.
Often when you want to do this you are forgetting that classes are first
class in Python. You can "point to" the class you want to delegate an
operation to either at the instance or at the subclass level. For example if
you want to use a "glorp" operation of a superclass you can point to the
right superclass to use.
class subclass(superclass1, superclass2, superclass3):
delegate_glorp = superclass2
...
def glorp(self, arg1, arg2):
... subclass specific stuff ...
self.delegate_glorp.glorp(self, arg1, arg2)
...
class subsubclass(subclass):
delegate_glorp = superclass3
...
Note, however that setting delegate_glorp to subclass in subsubclass would
cause an infinite recursion on subclass.delegate_glorp. Careful! Maybe you
are getting too fancy for your own good. Consider simplifying the design
(?).
----------------------------------------------------------------------------
4.25. How can I organize my code to make it easier to change the base class?
You could define an alias for the base class, assign the real base class to
it before your class definition, and use the alias throughout your class.
Then all you have to change is the value assigned to the alias.
Incidentally, this trick is also handy if you want to decide dynamically
(e.g. depending on availability of resources) which base class to use.
Example:
BaseAlias = <real base class>
class Derived(BaseAlias):
def meth(self):
BaseAlias.meth(self)
...
----------------------------------------------------------------------------
4.26. How can I find the methods or attributes of an object?
This depends on the object type.
For an instance x of a user-defined class, instance attributes are found in
the dictionary x.__dict__, and methods and attributes defined by its class
are found in x.__class__.__bases__[i].__dict__ (for i in
range(len(x.__class__.__bases__))). You'll have to walk the tree of base
classes to find all class methods and attributes.
Many, but not all built-in types define a list of their method names in
x.__methods__, and if they have data attributes, their names may be found in
x.__members__. However this is only a convention.
For more information, read the source of the standard (but undocumented)
module newdir.
----------------------------------------------------------------------------
4.27. I can't seem to use os.read() on a pipe created with os.popen().
os.read() is a low-level function which takes a file descriptor (a small
integer). os.popen() creates a high-level file object -- the same type used
for sys.std{in,out,err} and returned by the builtin open() function. Thus,
to read n bytes from a pipe p created with os.popen(), you need to use
p.read(n).
----------------------------------------------------------------------------
4.28. How can I create a stand-alone binary from a Python script?
The "freeze" tool in "Tools/freeze/" does what you want. See the README.
This works by scanning your source recursively for import statements (both
forms) and looking for the modules on the standard Python path as well as in
the source directory (for built-in modules). It then "compiles" the modules
written in Python to C code (array initializers that can be turned into code
objects using the marshal module) and creates a custom-made config file that
only contains those built-in modules which are actually used in the program.
It then compiles the generated C code and links it with the rest of the
Python interpreter to form a self-contained binary which acts exactly like
your script.
Hint: the freeze program only works if your script's filename ends in ".py".
----------------------------------------------------------------------------
4.29. What WWW tools are there for Python?
See the chapter titled "Internet and WWW" in the Library Reference Manual.
There's also a web browser written in Python, called Grail -- see
http://grail.cnri.reston.va.us/grail/.
----------------------------------------------------------------------------
4.30. How do I run a subprocess with pipes connected to both input and
output?
Use the standard popen2 module. For example:
import popen2
fromchild, tochild = popen2.popen2("command")
tochild.write("input\n")
tochild.flush()
output = fromchild.readline()
Warning: in general, it is unwise to do this, because you can easily cause a
deadlock where your process is blocked waiting for output from the child,
while the child is blocked waiting for input from you. This can be caused
because the parent expects the child to output more text than it does, or it
can be caused by data being stuck in stdio buffers due to lack of flushing.
The Python parent can of course explicitly flush the data it sends to the
child before it reads any output, but if the child is a naive C program it
can easily have been written to never explicitly flush its output, even if
it is interactive, since flushing is normally automatic.
Note on a bug in popen2: unless your program calls wait() or waitpid(),
finished child processes are never removed, and eventually calls to popen2
will fail because of a limit on the number of child processes. Calling
os.waitpid with the os.WNOHANG option can prevent this; a good place to
insert such a call would be before calling popen2 again.
In many cases, all you really need is to run some data through a command and
get the result back. Unless the data is infinite in size, the easiest (and
often the most efficient!) way to do this is to write it to a temporary file
and run the command with that temporary file as input. The standard module
tempfile exports a function mktemp() which generates unique temporary file
names.
Note that many interactive programs (e.g. vi) don't work well with pipes
substituted for standard input and output. You will have to use pseudo ttys
("ptys") instead of pipes. There is some undocumented code to use these in
the library module pty.py -- I'm afraid you're on your own here.
A different answer is a Python interface to Don Libes' "expect" library. A
Python extension that interfaces to expect is called "expy" and available
from ftp://ftp.python.org/pub/python/contrib/System/.
A pure Python solution that works like expect is PIPE by John Croix. A
prerelease of PIPE is available from
ftp://ftp.python.org/pub/python/contrib/System/.
----------------------------------------------------------------------------
4.31. How do I call a function if I have the arguments in a tuple?
Use the built-in function apply(). For instance,
func(1, 2, 3)
is equivalent to
args = (1, 2, 3)
apply(func, args)
Note that func(args) is not the same -- it calls func() with exactly one
argument, the tuple args, instead of three arguments, the integers 1, 2 and
3.
----------------------------------------------------------------------------
4.32. How do I enable font-lock-mode for Python in Emacs?
If you are using XEmacs 19.14 or later, any XEmacs 20, FSF Emacs 19.34 or
any Emacs 20, font-lock should work automatically for you if you are using
the latest python-mode.el.
If you are using an older version of XEmacs or Emacs you will need to put
this in your .emacs file:
(defun my-python-mode-hook ()
(setq font-lock-keywords python-font-lock-keywords)
(font-lock-mode 1))
(add-hook 'python-mode-hook 'my-python-mode-hook)
----------------------------------------------------------------------------
4.33. Is there a scanf() or sscanf() equivalent?
Not as such.
For simple input parsing, the easiest approach is usually to split the line
into whitespace-delimited words using string.split(), and to convert decimal
strings to numeric values using string.atoi(), string.atol() or
string.atof(). (Python's atoi() is 32-bit and its atol() is arbitrary
precision.) If you want to use another delimiter than whitespace, use
string.splitfield() (possibly combining it with string.strip() which removes
surrounding whitespace from a string).
For more complicated input parsing, regular expressions (see module regex)
are better suited and more powerful than C's sscanf().
There's a contributed module that emulates sscanf(), by Steve Clift; see
contrib/Misc/sscanfmodule.c of the ftp site:
http://www.python.org/ftp/python/contrib/Misc/sscanfmodule.c
----------------------------------------------------------------------------
4.34. Can I have Tk events handled while waiting for I/O?
Yes, and you don't even need threads! But you'll have to restructure your
I/O code a bit. Tk has the equivalent of Xt's XtAddInput() call, which
allows you to register a callback function which will be called from the Tk
mainloop when I/O is possible on a file descriptor. Here's what you need:
from Tkinter import tkinter
tkinter.createfilehandler(file, mask, callback)
The file may be a Python file or socket object (actually, anything with a
fileno() method), or an integer file descriptor. The mask is one of the
constants tkinter.READABLE or tkinter.WRITABLE. The callback is called as
follows:
callback(file, mask)
You must unregister the callback when you're done, using
tkinter.deletefilehandler(file)
Note: since you don't know *how many bytes* are available for reading, you
can't use the Python file object's read or readline methods, since these
will insist on reading a predefined number of bytes. For sockets, the recv()
or recvfrom() methods will work fine; for other files, use
os.read(file.fileno(), maxbytecount).
----------------------------------------------------------------------------
4.35. How do I write a function with output parameters (call by reference)?
[Mark Lutz] The thing to remember is that arguments are passed by assignment
in Python. Since assignment just creates references to objects, there's no
alias between an argument name in the caller and callee, and so no
call-by-reference per se. But you can simulate it in a number of ways:
1) By using global variables; but you probably shouldn't :-)
2) By passing a mutable (changeable in-place) object:
def func1(a):
a[0] = 'new-value' # 'a' references a mutable list
a[1] = a[1] + 1 # changes a shared object
args = ['old-value', 99]
func1(args)
print args[0], args[1] # output: new-value 100
3) By returning a tuple, holding the final values of arguments:
def func2(a, b):
a = 'new-value' # a and b are local names
b = b + 1 # assigned to new objects
return a, b # return new values
x, y = 'old-value', 99
x, y = func2(x, y)
print x, y # output: new-value 100
4) And other ideas that fall-out from Python's object model. For instance,
it might be clearer to pass in a mutable dictionary:
def func3(args):
args['a'] = 'new-value' # args is a mutable dictionary
args['b'] = args['b'] + 1 # change it in-place
args = {'a':' old-value', 'b': 99}
func3(args)
print args['a'], args['b']
5) Or bundle-up values in a class instance:
class callByRef:
def __init__(self, **args):
for (key, value) in args.items():
setattr(self, key, value)
def func4(args):
args.a = 'new-value' # args is a mutable callByRef
args.b = args.b + 1 # change object in-place
args = callByRef(a='old-value', b=99)
func4(args)
print args.a, args.b
But there's probably no good reason to get this complicated :-).
[Python's author favors solution 3 in most cases.]
----------------------------------------------------------------------------
4.36. Please explain the rules for local and global variables in Python.
[Ken Manheimer] In Python, procedure variables are implicitly global, unless
they are assigned anywhere within the block. In that case they are
implicitly local, and you need to explicitly declare them as 'global'.
Though a bit surprising at first, a moment's consideration explains this. On
one hand, requirement of 'global' for assigned vars provides a bar against
unintended side-effects. On the other hand, if global were required for all
global references, you'd be using global all the time. Eg, you'd have to
declare as global every reference to a builtin function, or to a component
of an imported module. This clutter would defeat the usefulness of the
'global' declaration for identifying side-effects.
----------------------------------------------------------------------------
4.37. How can I have modules that mutually import each other?
Jim Roskind recommends the following order in each module:
First: all exports (like globals, functions, and classes that don't need
imported base classes).
Then: all import statements.
Finally: all active code (including globals that are initialized from
imported values).
Python's author doesn't like this approach much because the imports appear
in a strange place, but has to admit that it works. His recommended strategy
is to avoid all uses of "from <module> import *" (so everything from an
imported module is referenced as <module>.<name>) and to place all code
inside functions. Initializations of global variables and class variables
should use constants or built-in functions only.
----------------------------------------------------------------------------
4.38. How do I copy an object in Python?
There is no generic copying operation built into Python, however most object
types have some way to create a clone. Here's how for the most common
objects:
For immutable objects (numbers, strings, tuples), cloning is unnecessary
since their value can't change. For lists (and generally for mutable
sequence types), a clone is created by the expression l[:]. For
dictionaries, the following function returns a clone:
def dictclone(o):
n = {}
for k in o.keys(): n[k] = o[k]
return n
Finally, for generic objects, the "copy" module defines two functions for
copying objects. copy.copy(x) returns a copy as shown by the above rules.
copy.deepcopy(x) also copies the elements of composite objects. See the
section on this module in the Library Reference Manual.
----------------------------------------------------------------------------
4.39. How to implement persistent objects in Python? (Persistent ==
automatically saved to and restored from disk.)
The library module "pickle" now solves this in a very general way (though
you still can't store things like open files, sockets or windows), and the
library module "shelve" uses pickle and (g)dbm to create persistent mappings
containing arbitrary Python objects. For possibly better performance also
look for the latest version of the relatively recent cPickle module.
A more awkward way of doing things is to use pickle's little sister,
marshal. The marshal module provides very fast ways to store noncircular
basic Python types to files and strings, and back again. Although marshal
does not do fancy things like store instances or handle shared references
properly, it does run extremely fast. For example loading a half megabyte of
data may take less than a third of a second (on some machines). This often
beats doing something more complex and general such as using gdbm with
pickle/shelve.
----------------------------------------------------------------------------
4.40. I try to use __spam and I get an error about _SomeClassName__spam.
Variables with double leading underscore are "mangled" to provide a simple
but effective way to define class private variables. See the chapter "New in
Release 1.4" in the Python Tutorial.
----------------------------------------------------------------------------
4.41. How do I delete a file? And other file questions.
Use os.remove(filename) or os.unlink(filename); for documentation, see the
posix section of the library manual. They are the same, unlink() is simply
the Unix name for this function. In earlier versions of Python, only
os.unlink() was available.
To remove a directory, use os.rmdir(); use os.mkdir() to create one.
To rename a file, use os.rename().
To truncate a file, open it using f = open(filename, "r+"), and use
f.truncate(offset); offset defaults to the current seek position. (The "r+"
mode opens the file for reading and writing.) There's also os.ftruncate(fd,
offset) for files opened with os.open() -- for advanced Unix hacks only.
----------------------------------------------------------------------------
4.42. How to modify urllib or httplib to support HTTP/1.1?
Apply the following patch to the vanilla Python 1.4 httplib.py:
41c41
< replypat = regsub.gsub('\\.', '\\\\.', HTTP_VERSION) + \
---
> replypat = regsub.gsub('\\.', '\\\\.', 'HTTP/1.[0-9]+') + \
----------------------------------------------------------------------------
4.43. Unexplicable syntax errors in compile() or exec.
When a statement suite (as opposed to an expression) is compiled by
compile(), exec or execfile(), it must end in a newline. In some cases, when
the source ends in an indented block it appears that at least two newlines
are required.
----------------------------------------------------------------------------
4.44. How do I convert a string to a number?
For integers, use the built-in int() function, e.g. int('144') == 144.
Similarly, long() converts from string to long integer, e.g. long('144') ==
144L; and float() to floating-point, e.g. float('144') == 144.0.
Note that these are restricted to decimal interpretation, so that
int('0144') == 144 and int('0x144') raises ValueError.
For greater flexibility, or before Python 1.5, import the module string and
use the string.atoi() function for integers, string.atol() for long
integers, or string.atof() for floating-point. E.g., string.atoi('100', 16)
== string.atoi('0x100', 0) == 256. See the library reference manual section
for the string module for more details.
While you could use the built-in function eval() instead of any of those,
this is not recommended, because someone could pass you a Python expression
that might have unwanted side effects (like reformatting your disk).
----------------------------------------------------------------------------
4.45. How do I convert a number to a string?
To convert, e.g., the number 144 to the string '144', use the built-in
function repr() or the backquote notation (these are equivalent). If you
want a hexadecimal or octal representation, use the built-in functions hex()
or oct(), respectively. For fancy formatting, use the % operator on strings,
just like C printf formats, e.g. "%04d" % 144 yields '0144' and "%.3f" %
(1/3.0) yields '0.333'. See the library reference manual for details.
----------------------------------------------------------------------------
4.46. How do I copy a file?
Most of the time this will do:
infile = open("file.in", "rb")
outfile = open("file.out", "wb")
outfile.write(infile.read())
However for huge files you may want to do the reads/writes in pieces (or you
may have to), and if you dig deeper you may find other technical problems.
Unfortunately, there's no totally platform independent answer. On Unix, you
can use os.system() to invoke the "cp" command (see your Unix manual for how
it's invoked). On DOS or Windows, use os.system() to invoke the "COPY"
command. On the Mac, use macostools.copy(srcpath, dstpath). It will also
copy the resource fork and Finder info.
There's also the shutil module which contains a copyfile() function that
implements the copy loop; but in Python 1.4 and earlier it opens files in
text mode, and even in Python 1.5 it still isn't good enough for the
Macintosh: it doesn't copy the resource fork and Finder info.
----------------------------------------------------------------------------
4.47. How do I check if an object is an instance of a given class or of a
subclass of it?
If you are developing the classes from scratch it might be better to program
in a more proper object-oriented style -- instead of doing a different thing
based on class membership, why not use a method and define the method
differently in different classes?
However, there are some legitimate situations where you need to test for
class membership.
In Python 1.5, you can use the built-in function isinstance(obj, cls).
The following approaches can be used with earlier Python versions:
An unobvious method is to raise the object as an exception and to try to
catch the exception with the class you're testing for:
def is_instance_of(the_instance, the_class):
try:
raise the_instance
except the_class:
return 1
except:
return 0
This technique can be used to distinguish "subclassness" from a collection
of classes as well
try:
raise the_instance
except Audible:
the_instance.play(largo)
except Visual:
the_instance.display(gaudy)
except Olfactory:
sniff(the_instance)
except:
raise ValueError, "dunno what to do with this!"
This uses the fact that exception catching tests for class or subclass
membership.
A different approach is to test for the presence of a class attribute that
is presumably unique for the given class. For instance:
class MyClass:
ThisIsMyClass = 1
...
def is_a_MyClass(the_instance):
return hasattr(the_instance, 'ThisIsMyClass')
This version is easier to inline, and probably faster (inlined it is
definitely faster). The disadvantage is that someone else could cheat:
class IntruderClass:
ThisIsMyClass = 1 # Masquerade as MyClass
...
but this may be seen as a feature (anyway, there are plenty of other ways to
cheat in Python). Another disadvantage is that the class must be prepared
for the membership test. If you do not "control the source code" for the
class it may not be advisable to modify the class to support testability.
----------------------------------------------------------------------------
4.48. What is delegation?
Delegation refers to an object oriented technique Python programmers may
implement with particular ease. Consider the following:
from string import upper
class UpperOut:
def __init__(self, outfile):
self.__outfile = outfile
def write(self, str):
self.__outfile.write( upper(str) )
def __getattr__(self, name):
return getattr(self.__outfile, name)
Here the UpperOut class redefines the write method to convert the argument
string to upper case before calling the underlying self.__outfile.write
method, but all other methods are delegated to the underlying self.__outfile
object. The delegation is accomplished via the "magic" __getattr__ method.
Please see the language reference for more information on the use of this
method.
Note that for more general cases delegation can get trickier. Particularly
when attributes must be set as well as gotten the class must define a
__settattr__ method too, and it must do so carefully.
The basic implementation of __setattr__ is roughly equivalent to the
following:
class X:
...
def __setattr__(self, name, value):
self.__dict__[name] = value
...
Most __setattr__ implementations must modify self.__dict__ to store local
state for self without causing an infinite recursion.
----------------------------------------------------------------------------
4.49. How do I test a Python program or component.
First, it helps to write the program so that it may be easily tested by
using good modular design. In particular your program should have almost all
functionality encapsulated in either functions or class methods -- and this
sometimes has the surprising and delightful effect of making the program run
faster (because local variable accesses are faster than global accesses).
Furthermore the program should avoid depending on mutating global variables,
since this makes testing much more difficult to do.
The "global main logic" of your program may be as simple as
if __name__=="__main__":
main_logic()
at the bottom of the main module of your program.
Once your program is organized as a tractible collection of functions and
class behaviours you should write test functions that exercise the
behaviours. A test suite can be associated with each module which automates
a sequence of tests. This sounds like a lot of work, but since Python is so
terse and flexible it's surprisingly easy. You can make coding much more
pleasant and fun by writing your test functions in parallel with the
"production code", since this makes it easy to find bugs and even design
flaws earlier.
"Support modules" that are not intended to be the main module of a program
may include a "test script interpretation" which invokes a self test of the
module.
if __name__ == "__main__":
self_test()
Even programs that interact with complex external interfaces may be tested
when the external interfaces are unavailable by using "fake" interfaces
implemented in Python. For an example of a "fake" interface, the following
class defines (part of) a "fake" file interface:
import string
testdata = "just a random sequence of characters"
class FakeInputFile:
data = testdata
position = 0
closed = 0
def read(self, n=None):
self.testclosed()
p = self.position
if n is None:
result= self.data[p:]
else:
result= self.data[p: p+n]
self.position = p + len(result)
return result
def seek(self, n, m=0):
self.testclosed()
last = len(self.data)
p = self.position
if m==0:
final=n
elif m==1:
final=n+p
elif m==2:
final=len(self.data)+n
else:
raise ValueError, "bad m"
if final<0:
raise IOError, "negative seek"
self.position = final
def isatty(self):
return 0
def tell(self):
return self.position
def close(self):
self.closed = 1
def testclosed(self):
if self.closed:
raise IOError, "file closed"
Try f=FakeInputFile() and test out its operations.
----------------------------------------------------------------------------
4.50. My multidimensional list (array) is broken! What gives?
You probably tried to make a multidimensional array like this.
A = [[None] * 2] * 3
This makes a list containing 3 references to the same list of length two.
Changes to one row will show in all rows, which is probably not what you
want. The following works much better:
A = [None]*3
for i in range(3):
A[i] = [None] * 2
This generates a list containing 3 different lists of length two.
If you feel weird, you can also do it in the following way:
w, h = 2, 3
A = map(lambda i,w=w: [None] * w, range(h))
----------------------------------------------------------------------------
4.51. I want to do a complicated sort: can you do a Schwartzian Transform in
Python?
Yes, and in Python you only have to write it once:
def st(List, Metric):
def pairing(element, M = Metric):
return (M(element), element)
paired = map(pairing, List)
paired.sort()
return map(stripit, paired)
def stripit(pair):
return pair[1]
This technique, attributed to Randal Schwartz, sorts the elements of a list
by a metric which maps each element to its "sort value". For example, if L
is a list of string then
import string
Usorted = st(L, string.upper)
def intfield(s):
return string.atoi( string.strip(s[10:15] ) )
Isorted = st(L, intfield)
Usorted gives the elements of L sorted as if they were upper case, and
Isorted gives the elements of L sorted by the integer values that appear in
the string slices starting at position 10 and ending at position 15. Note
that Isorted may also be computed by
def Icmp(s1, s2):
return cmp( intfield(s1), intfield(s2) )
Isorted = L[:]
Isorted.sort(Icmp)
but since this method computes intfield many times for each element of L, it
is slower than the Schwartzian Transform.
----------------------------------------------------------------------------
4.52. How to convert between tuples and lists?
The function tuple(seq) converts any sequence into a tuple with the same
items in the same order. For example, tuple([1, 2, 3]) yields (1, 2, 3) and
tuple('abc') yields ('a', 'b', 'c'). If the argument is a tuple, it does not
make a copy but returns the same object, so it is cheap to call tuple() when
you aren't sure that an object is already a tuple.
The function list(seq) converts any sequence into a list with the same items
in the same order. For example, list((1, 2, 3)) yields [1, 2, 3] and
list('abc') yields ['a', 'b', 'c']. If the argument is a list, it makes a
copy just like seq[:] would.
----------------------------------------------------------------------------
4.53. Files retrieved with urllib contain leading garbage that looks like
email headers.
The server is using HTTP/1.1; the vanilla httplib in Python 1.4 only
recognizes HTTP/1.0. See question 4.42 for a patch.
----------------------------------------------------------------------------
4.54. How do I get a list of all instances of a given class?
Python does not keep track of all instances of a class (or of a built-in
type).
You can program the class's constructor to keep track of all instances, but
unless you're very clever, this has the disadvantage that the instances
never get deleted,because your list of all instances keeps a reference to
them.
(The trick is to regularly inspect the reference counts of the instances
you've retained, and if the reference count is below a certain level, remove
it from the list. Determining that level is tricky -- it's definitely larger
than 1.)
----------------------------------------------------------------------------
4.55. A regular expression fails with regex.error: match failure.
This is usually caused by too much backtracking; the regular expression
engine has a fixed size stack which holds at most 4000 backtrack points.
Every character matched by e.g. ".*" accounts for a backtrack point, so even
a simple search like
regex.match('.*x',"x"*5000)
will fail.
This is fixed in the re module introduced with Python 1.5; consult the
Library Reference section on re for more information.
----------------------------------------------------------------------------
4.56. I can't get signal handlers to work.
The most common problem is that the signal handler is declared with the
wrong argument list. It is called as
handler(signum, frame)
so it should be declared with two arguments:
def handler(signum, frame):
...
----------------------------------------------------------------------------
4.57. I can't use a global variable in a function? Help!
Did you do something like this?
x = 1 # make a global
def f():
print x # try to print the global
...
for j in range(100):
if q>3:
x=4
If you did, all references to x in f are local, not global by virtue of the
"x=4" assignment. Any variable assigned in a function is local to that
function unless it is declared global. Consequently the "print x" attempts
to print an uninitialized local variable and will trigger a NameError.
----------------------------------------------------------------------------
4.58. What's a negative index? Why doesn't list.insert() use them?
Python sequences are indexed with positive numbers and negative numbers. For
positive numbers 0 is the first index 1 is the second index and so forth.
For negative indices -1 is the last index and -2 is the pentultimate (next
to last) index and so forth. Think of seq[-n] as the same as
seq[len(seq)-n].
Using negative indices can be very convenient. For example if the string
Line ends in a newline then Line[:-1] is all of Line except the newline.
Sadly the list builtin method L.insert does not observe negative indices.
This feature could be considered a mistake but since existing programs
depend on this feature it may stay around forever. L.insert for negative
indices inserts at the start of the list. To get "proper" negative index
behaviour use L[n:n] = [x] in place of the insert method.
----------------------------------------------------------------------------
4.59. How can I sort one list by values from another list?
You can sort lists of tuples.
>>> list1 = ["what", "I'm", "sorting", "by"]
>>> list2 = ["something", "else", "to", "sort"]
>>> pairs = map(None, list1, list2)
>>> pairs
[('what', 'something'), ("I'm", 'else'), ('sorting', 'to'), ('by', 'sort')]
>>> pairs.sort()
>>> pairs
[("I'm", 'else'), ('by', 'sort'), ('sorting', 'to'), ('what', 'something')]
>>> result = pairs[:]
>>> for i in xrange(len(result)): result[i] = result[i][1]
...
>>> result
['else', 'sort', 'to', 'something']
And if you didn't understand the question, please see the example above ;c).
Note that "I'm" sorts before "by" because uppercase "I" comes before
lowercase "b" in the ascii order. Also see 4.51.
----------------------------------------------------------------------------
4.60. Why doesn't dir() work on builtin types like files and lists?
It should have -- and it does starting with Python 1.5 (currently in
development -- see Questions 1.13 and 2.10).
Using 1.4, you can find out which methods a given object supports by looking
at its __methods__ attribute:
>>> List = []
>>> List.__methods__
['append', 'count', 'index', 'insert', 'remove', 'reverse', 'sort']
----------------------------------------------------------------------------
4.61. How can I mimic CGI form submission (METHOD=POST)?
I would like to retrieve web pages that are the result of POSTing a form. Is
there existing code that would let me do this easily?
Yes. Here's a simple example that uses httplib.
#!/usr/local/bin/python
import httplib, sys, time
### build the query string
qs = "First=Josephine&MI=Q&Last=Public"
### connect and send the server a path
httpobj = httplib.HTTP('www.some-server.out-there', 80)
httpobj.putrequest('POST', '/cgi-bin/some-cgi-script')
### now generate the rest of the HTTP headers...
httpobj.putheader('Accept', '*/*')
httpobj.putheader('Connection', 'Keep-Alive')
httpobj.putheader('Content-type', 'application/x-www-form-urlencoded')
httpobj.putheader('Content-length', '%d' % len(qs))
httpobj.endheaders()
httpobj.send(qs)
### find out what the server said in response...
reply, msg, hdrs = httpobj.getreply()
if reply != 200:
sys.stdout.write(httpobj.getfile().read())
Note that in general for "url encoded posts" (the default) query strings
must be "quoted" to, for example, change equals signs and spaces to an
encoded form when they occur in name or value. Use urllib.quote to perform
this quoting. For example to send name="Guy Steele, Jr.":
>>> from urllib import quote
>>> x = quote("Guy Steele, Jr.")
>>> x
'Guy%20Steele,%20Jr.'
>>> query_string = "name="+x
>>> query_string
'name=Guy%20Steele,%20Jr.'
----------------------------------------------------------------------------
4.62. If my program crashes with a bsddb (or anydbm) database open, it gets
corrupted. How come?
Databases opened for write access with the bsddb module (and often by the
anydbm module, since it will preferentially use bsddb) must explcitly be
closed using the close method of the database. The underlying libdb package
caches database contents which need to be converted to on-disk form and
written, unlike regular open files which already have the on-disk bits in
the kernel's write buffer, where they can just be dumped by the kernel with
the program exits.
If you have initialized a new bsddb database but not written anything to it
before the program crashes, you will often wind up with a zero-length file
and encounter an exception the next time the file is opened.
----------------------------------------------------------------------------
4.63. How do I make a Python script executable on Unix?
You need to do two things: the script file's mode must be executable
(include the 'x' bit), and the first line must begin with #! followed by the
pathname for the Python interpreter.
The first is done by executing 'chmod +x scriptfile' or perhaps 'chmod 755
scriptfile'.
The second can be done in a number of way. The most straightforward way is
to write
#!/usr/local/bin/python
as the very first ine of your file - or whatever the pathname is where the
python interpreter is installed on your platform.
If you would like the script to be independent of where the python
interpreter lives, you can use the "env" program. On almost all platforms,
the following woll work, assuming the python interpreter is in a directory
on the user's $PATH:
#! /usr/bin/env python
Note -- *don't* do this for CGI scripts. The $PATH variable for CGI scripts
is often very minimal, so you need to use the actual absolute pathname of
the interpreter.
Occasionally, a user's environment is so full that the /usr/bin/env program
fails; or there's no env program at all. In that case, you can try the
following hack (due to Alex Rezinsky):
#! /bin/sh
""":"
exec python $0 ${1+"$@"}
"""
The disadvantage is that this defines the script's __doc__ string. However,
you can fix that by adding
__doc__ = """...Whatever..."""
----------------------------------------------------------------------------
4.64. How do you remove duplicates from a list?
Generally, if you don't mind reordering the List
if List:
List.sort()
last = List[-1]
for i in range(len(List)-2, -1, -1):
if last==List[i]: del List[i]
else: last=List[i]
If all elements of the list may be used as dictionary keys (ie, they are all
hashable) this is often faster
d = {}
for x in List: d[x]=x
List = d.values()
Also, for extremely large lists you might consider more optimal alternatives
to the first one. The second one is pretty good whenever it can be used.
----------------------------------------------------------------------------
4.65. Are there any known year 2000 problems in Python?
I am not aware of year 2000 deficiencies in Python 1.5. Python does very few
date calculations and for what it does, it relies on the C library
functions. Python generally represent times either as seconds since 1970 or
as a tuple (year, month, day, ...) where the year is expressed with four
digits, which makes Y2K bugs unlikely. So as long as your C library is okay,
Python should be okay. Of course, I cannot vouch for your Python code!
Given the nature of freely available software, I have to add that this
statement is not legally binding. The Python copyright notice contains the
following disclaimer:
STICHTING MATHEMATISCH CENTRUM AND CNRI DISCLAIM ALL WARRANTIES WITH
REGARD TO THIS SOFTWARE, INCLUDING ALL IMPLIED WARRANTIES OF
MERCHANTABILITY AND FITNESS, IN NO EVENT SHALL STICHTING MATHEMATISCH
CENTRUM OR CNRI BE LIABLE FOR ANY SPECIAL, INDIRECT OR CONSEQUENTIAL
DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING FROM LOSS OF USE, DATA OR
PROFITS, WHETHER IN AN ACTION OF CONTRACT, NEGLIGENCE OR OTHER
TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION WITH THE USE OR
PERFORMANCE OF THIS SOFTWARE.
The good news is that if you encounter a problem, you have full source
available to track it down and fix it!
----------------------------------------------------------------------------
4.66. I want a version of map that applies a method to a sequence of
objects! Help!
Get fancy!
def method_map(objects, method, arguments):
"""method_map([a,b], "flog", (1,2)) gives [a.flog(1,2), b.flog(1,2)]"""
nobjects = len(objects)
methods = map(getattr, objects, [method]*nobjects)
return map(apply, methods, [arguments]*nobjects)
It's generally a good idea to get to know the mysteries of map and apply and
getattr and the other dynamic features of Python.
----------------------------------------------------------------------------
4.67. How do I generate random numbers in Python?
The standard library module "whrandom" implements a random number generator.
Usage is simple:
import whrandom
whrandom.random()
This returns a random floating point number in the range [0, 1).
There are also other specialized generators in this module:
randint(a, b) chooses an integer in the range [a, b)
choice(S) chooses from a given sequence
uniform(a, b) chooses a floating point number in the range [a, b)
To force the random number generator's initial setting, use
seed(x, y, z) set the seed from three integers in [1, 256)
There's also a class, whrandom, whoch you can instantiate to create
independent multiple random number generators.
The module "random" contains functions that approximate various standard
distributions.
All this is documented in the library reference manual. Note that the module
"rand" is obsolete.
----------------------------------------------------------------------------
4.68. How do I access the serial (RS232) port?
There's a Windows serial communication module (for communication over RS 232
serial ports) at
http://www.python.org/ftp/python/contrib/System/siomodule.README
http://www.python.org/ftp/python/contrib/System/siomodule.zip
For DOS, try Hans Nowak's Python-DX, which supports this, at:
http://www.cuci.nl/~hnowak/
For Unix, search Deja News (using http://www.python.org/search/) for "serial
port" with author Mitch Chapman (his post is a little too long to include
here).
----------------------------------------------------------------------------
4.69. Images on Tk-Buttons don't work in Py15?
They do work, but you must keep your own reference to the image object now.
More verbosely, you must make sure that, say, a global variable or a class
attribute refers to the object.
Quoting Fredrik Lundh from the mailinglist:
Well, the Tk button widget keeps a reference to the internal
photoimage object, but Tkinter does not. So when the last
Python reference goes away, Tkinter tells Tk to release the
photoimage. But since the image is in use by a widget, Tk
doesn't destroy it. Not completely. It just blanks the image,
making it completely transparent...
And yes, there was a bug in the keyword argument handling
in 1.4 that kept an extra reference around in some cases. And
when Guido fixed that bug in 1.5, he broke quite a few Tkinter
programs...
----------------------------------------------------------------------------
4.70. Where is the math.py (socket.py, regex.py, etc.) source file?
If you can't find a source file for a module it may be a builtin or
dynamically loaded module implemented in C, C++ or other compiled language.
In this case you may not have the source file or it may be something like
mathmodule.c, somewhere in a C source directory (not on the Python Path).
Fredrik Lundh (fredrik(a)pythonware.com) explains (on the python-list):
There are (at least) three kinds of modules in Python: 1) modules written in
Python (.py); 2) modules written in C and dynamically loaded (.dll, .pyd,
.so, .sl, etc); 3) modules written in C and linked with the interpreter; to
get a list of these, type:
import sys
print sys.builtin_module_names
----------------------------------------------------------------------------
4.71. How do I send mail from a Python script?
On Unix, it's very simple, using sendmail. The location of the sendmail
program varies between systems; sometimes it is /usr/lib/sendmail, sometime
/usr/sbin/sendmail. The sendmail manual page will help you out. Here's some
sample code:
SENDMAIL = "/usr/sbin/sendmail" # sendmail location
import os
p = os.popen("%s -t" % SENDMAIL, "w")
p.write("To: cary(a)ratatosk.org\n")
p.write("Subject: test\n")
p.write("\n") # blank line separating headers from body
p.write("Some text\n")
p.write("some more text\n")
sts = p.close()
if sts != 0:
print "Sendmail exit status", sts
On non-Unix systems (and on Unix systems too, of course!), you can use SMTP
to send mail to a nearby mail server. A library for SMTP (smtplib.py) is
included in Python 1.5.1; in 1.5.2 it will be documented and extended.
Here's a very simple interactive mail sender that uses it:
import sys, smtplib
fromaddr = raw_input("From: ")
toaddrs = string.splitfields(raw_input("To: "), ',')
print "Enter message, end with ^D:"
msg = ''
while 1:
line = sys.stdin.readline()
if not line:
break
msg = msg + line
# The actual mail send
server = smtplib.SMTP('localhost')
server.sendmail(fromaddr, toaddrs, msg)
server.quit()
This method will work on any host that supports an SMTP listener; otherwise,
you will have to ask the user for a host.
----------------------------------------------------------------------------
4.72. How do I avoid blocking in connect() of a socket?
The select module is widely known to help with asynchronous I/O on sockets
once they are connected. However, it is less than common knowledge how to
avoid blocking on the initial connect() call. Jeremy Hylton has the
following advice (slightly edited):
To prevent the TCP connect from blocking, you can set the socket to
non-blocking mode. Then when you do the connect(), you will either connect
immediately (unlikely) or get an exception that contains the errno.
errno.EINPROGRESS indicates that the connection is in progress, but hasn't
finished yet. Different OSes will return different errnos, so you're going
to have to check. I can tell you that different versions of Solaris return
different errno values.
In Python 1.5 and later, you can use connect_ex() to avoid creating an
exception. It will just return the errno value.
To poll, you can call connect_ex() again later -- 0 or errno.EISCONN
indicate that you're connected -- or you can pass this socket to select
(checking to see if it is writeable).
----------------------------------------------------------------------------
4.73. How do I specify hexadecimal and octal integers?
To specify an octal digit, precede the octal value with a zero. For example,
to set the variable "a" to the octal value "10" (8 in decimal), type:
>>> a = 010
To verify that this works, you can type "a" and hit enter while in the
interpreter, which will cause Python to spit out the current value of "a" in
decimal:
>>> a
8
Hexadecimal is just as easy. Simply precede the hexadecimal number with a
zero, and then a lower or uppercase "x". Hexadecimal digits can be specified
in lower or uppercase. For example, in the Python interpreter:
>>> a = 0xa5
>>> a
165
>>> b = 0XB2
>>> b
178
----------------------------------------------------------------------------
4.74. How to get a single keypress at a time?
For Windows, see question 8.2. Here is an answer for Unix.
There are several solutions; some involve using curses, which is a pretty
big thing to learn. Here's a solution without curses, due to Andrew Kuchling
(adapted from code to do a PGP-style randomness pool):
import termios, TERMIOS, sys, os
fd = sys.stdin.fileno()
old = termios.tcgetattr(fd)
new = termios.tcgetattr(fd)
new[3] = new[3] & ~TERMIOS.ICANON & ~TERMIOS.ECHO
new[6][TERMIOS.VMIN] = 1
new[6][TERMIOS.VTIME] = 0
termios.tcsetattr(fd, TERMIOS.TCSANOW, new)
s = '' # We'll save the characters typed and add them to the pool.
try:
while 1:
c = os.read(fd, 1)
print "Got character", `c`
s = s+c
finally:
termios.tcsetattr(fd, TERMIOS.TCSAFLUSH, old)
You need the termios module for any of this to work, and I've only tried it
on Linux, though it should work elsewhere. It turns off stdin's echoing and
disables canonical mode, and then reads a character at a time from stdin,
noting the time after each keystroke.
----------------------------------------------------------------------------
4.75. How can I overload constructors (or methods) in Python?
(This actually applies to all methods, but somehow the question usually
comes up first in the context of constructors.)
Where in C++ you'd write
class C {
C() { cout << "No arguments\n"; }
C(int i) { cout << "Argument is " << i << "\n"; }
}
in Python you have to write a single constructor that catches all cases
using default arguments. For example:
class C:
def __init__(self, i=None):
if i is None:
print "No arguments"
else:
print "Argument is", i
This is not entirely equivalent, but close enough in practice.
You could also try a variable-length argument list, e.g.
def __init__(self, *args):
....
The same approach works for all method definitions.
----------------------------------------------------------------------------
4.76. How do I pass keyword arguments from one method to another?
Use apply. For example:
class Account:
def __init__(self, **kw):
self.accountType = kw.get('accountType')
self.balance = kw.get('balance')
class CheckingAccount(Account):
def __init__(self, **kw):
kw['accountType'] = 'checking'
apply(Account.__init__, (self,), kw)
myAccount = CheckingAccount(balance=100.00)
----------------------------------------------------------------------------
4.77. What module should I use to help with generating HTML?
Check out HTMLgen written by Robin Friedrich. It's a class library of
objects corresponding to all the HTML 3.2 markup tags. It's used when you
are writing in Python and wish to synthesize HTML pages for generating a web
or for CGI forms, etc.
It can be found in the FTP contrib area on python.org or on the Starship.
Use the search engines there to locate the latest version.
It might also be useful to consider DocumentTemplate, which offers clear
separation between Python code and HTML code. DocumentTemplate is part of
the Bobo objects publishing system (http:/www.digicool.com/releases) but can
be used independantly of course!
----------------------------------------------------------------------------
4.78. How do I create documentation from doc strings?
Use gendoc, by Daniel Larson. See
http://starship.skyport.net/crew/danilo/
It can create HTML from the doc strings in your Python source code.
----------------------------------------------------------------------------
4.79. How do I read (or write) binary data?
For complex data formats, it's best to use use the struct module. It's
documented in the library reference. It allows you to take a string read
from a file containing binary data (usually numbers) and convert it to
Python objects; and vice versa.
For example, the following code reads two 2-byte integers and one 4-byte
integer in big-endian format from a file:
import struct
f = open(filename, "rb") # Open in binary mode for portability
s = f.read(8)
x, y, z = struct.unpack(">hhl", s)
The '>' in the format string forces bin-endian data; the letter 'h' reads
one "short integer" (2 bytes), and 'l' reads one "long integer" (4 bytes)
from the string.
For data that is more regular (e.g. a homogeneous list of ints or floats),
you can also use the array module, also documented in the library reference.
----------------------------------------------------------------------------
4.80. I can't get key bindings to work in Tkinter
An oft-heard complaint is that event handlers bound to events with the
bind() method don't get handled even when the appropriate key is pressed.
The most common cause is that the widget to which the binding applies
doesn't have "keyboard focus". Check out the Tk documentation for the focus
command. Usually a widget is given the keyboard focus by clicking in it (but
not for labels; see the taketocus option).
----------------------------------------------------------------------------
4.81. "import crypt" fails
[Unix]
Starting with Python 1.5, the crypt module is disabled by default. In order
to enable it, you must go into the Python source tree and edit the file
Modules/Setup to enable it (remove a '#' sign in front of the line starting
with '#crypt'). Then rebuild. You may also have to add the string '-lcrypt'
to that same line.
----------------------------------------------------------------------------
4.82. Are there coding standards or a style guide for Python programs?
Yes, Guido has written the "Python Style Guide". See
http://www.python.org/doc/essays/styleguide.html
----------------------------------------------------------------------------
4.83. How do I freeze Tkinter applications?
Freeze is a tool to create stand-alone applications (see 4.28).
When freezing Tkinter applications, the applications will not be truly
stand-alone, as the application will still need the tcl and tk libraries.
One solution is to ship the application with the tcl and tk libraries, and
point to them at run-time using the TCL_LIBRARY and TK_LIBRARY environment
variables.
To get truly stand-alone applications, the Tcl scripts that form the library
have to be integrated into the application as well. One tool supporting that
is SAM (stand-alone modules), which is part of the Tix distribution
(http://tix.mne.com). Build Tix with SAM enabled, perform the appropriate
call to Tclsam_init etc inside Python's Modules/tkappinit.c, and link with
libtclsam and libtksam (you might include the Tix libraries as well).
----------------------------------------------------------------------------
4.84. How do I create static class data and static class methods?
[Tim Peters, tim_one(a)email.msn.com]
Static data (in the sense of C++ or Java) is easy; static methods (again in
the sense of C++ or Java) are not supported directly.
STATIC DATA
For example,
class C:
count = 0 # number of times C.__init__ called
def __init__(self):
C.count = C.count + 1
def getcount(self):
return C.count # or return self.count
c.count also refers to C.count for any c such that isinstance(c, C) holds,
unless overridden by c itself or by some class on the base-class search path
from c.__class__ back to C.
Caution: within a method of C,
self.count = 42
creates a new and unrelated instance vrbl named "count" in self's own dict.
So rebinding of a class-static data name needs the
C.count = 314
form whether inside a method or not.
STATIC METHODS
Static methods (as opposed to static data) are unnatural in Python, because
C.getcount
returns an unbound method object, which can't be invoked without supplying
an instance of C as the first argument.
The intended way to get the effect of a static method is via a module-level
function:
def getcount():
return C.count
If your code is structured so as to define one class (or tightly related
class hierarchy) per module, this supplies the desired encapsulation.
Several tortured schemes for faking static methods can be found by searching
DejaNews. Most people feel such cures are worse than the disease. Perhaps
the least obnoxious is due to Pekka Pessi (mailto:ppessi@hut.fi):
# helper class to disguise function objects
class _static:
def __init__(self, f):
self.__call__ = f
class C:
count = 0
def __init__(self):
C.count = C.count + 1
def getcount():
return C.count
getcount = _static(getcount)
def sum(x, y):
return x + y
sum = _static(sum)
C(); C()
c = C()
print C.getcount() # prints 3
print c.getcount() # prints 3
print C.sum(27, 15) # prints 42
----------------------------------------------------------------------------
4.85. __import__('x.y.z') returns <module 'x'>; how do I get z?
Try
__import__('x.y.z').y.z
For more realistic situations, you may have to do something like
m = __import__(s)
for i in string.split(s, ".")[1:]:
m = getattr(m, i)
----------------------------------------------------------------------------
4.86. Basic thread wisdom
If you write a simple test program like this:
import thread
def run(name, n):
for i in range(n): print name, i
for i in range(10):
thread.start_new(run, (i, 100))
none of the threads seem to run! The reason is that as soon as the main
thread exits, all threads are killed.
A simple fix is to add a sleep to the end of the program, sufficiently long
for all threads to finish:
import thread, time
def run(name, n):
for i in range(n): print name, i
for i in range(10):
thread.start_new(run, (i, 100))
time.sleep(10) # <----------------------------!
But now (on many platforms) the threads don't run in parallel, but appear to
run sequentially, one at a time! The reason is that the OS thread scheduler
doesn't start a new thread until the previous thread is blocked.
A simple fix is to add a tiny sleep to the start of the run function:
import thread, time
def run(name, n):
time.sleep(0.001) # <---------------------!
for i in range(n): print name, i
for i in range(10):
thread.start_new(run, (i, 100))
time.sleep(10)
Some more hints:
Instead of using a time.sleep() call at the end, it's better to use some
kind of semaphore mechanism. One idea is to use a the Queue module to create
a queue object, let each thread append a token to the queue when it
finishes, and let the main thread read as many tokens from the queue as
there are threads.
Use the threading module instead of the thread module. It's part of Python
since version 1.5.1. It takes care of all these details, and has many other
nice features too!
----------------------------------------------------------------------------
4.87. Why doesn't closing sys.stdout (stdin, stderr) really close it?
Python file objects are a high-level layer of abstraction on top of C
streams, which in turn are a medium-level layer of abstraction on top of
(among other things) low-level C file descriptors.
For most file objects f you create in Python via the builtin "open"
function, f.close() marks the Python file object as being closed from
Python's point of view, and also arranges to close the underlying C stream.
This happens automatically too, in f's destructor, when f becomes garbage.
But stdin, stdout and stderr are treated specially by Python, because of the
special status also given to them by C: doing
sys.stdout.close() # ditto for stdin and stderr
marks the Python-level file object as being closed, but does not close the
associated C stream (provided sys.stdout is still bound to its default
value, which is the stream C also calls "stdout").
To close the underlying C stream for one of these three, you should first be
sure that's what you really want to do (e.g., you may confuse the heck out
of extension modules trying to do I/O). If it is, use os.close:
os.close(0) # close C's stdin stream
os.close(1) # close C's stdout stream
os.close(2) # close C's stderr stream
----------------------------------------------------------------------------
4.88. What kinds of global value mutation are thread-safe?
[adapted from c.l.py responses by Gordon McMillan & GvR]
A global interpreter lock is used internally to ensure that only one thread
runs in the Python VM at a time. In general, Python offers to switch among
threads only between bytecode instructions (how frequently it offers to
switch can be set via sys.setcheckinterval). Each bytecode instruction-- and
all the C implementation code reached from it --is therefore atomic.
In theory, this means an exact accounting requires an exact understanding of
the PVM bytecode implementation. In practice, it means that operations on
shared vrbls of builtin data types (ints, lists, dicts, etc) that "look
atomic" really are.
For example, these are atomic (L, L1, L2 are lists, D, D1, D2 are dicts, x,
y are objects, i, j are ints):
L.append(x)
L1.extend(L2)
x = L[i]
x = L.pop()
L1[i:j] = L2
L.sort()
x = y
x.field = y
D[x] = y
D1.update(D2)
D.keys()
These aren't:
i = i+1
L.append(L[-1])
L[i] = L[j]
D[x] = D[x] + 1
Note: operations that replace other objects may invoke those other objects'
__del__ method when their reference count reaches zero, and that can affect
things. This is especially true for the mass updates to dictionaries and
lists. When in doubt, use a mutex!
----------------------------------------------------------------------------
4.89. How do I modify a string in place?
Strings are immutable (see question 6.2) so you cannot modify a string
directly. If you need an object with this ability, try converting the string
to a list or take a look at the array module.
>>> s = "Hello, world"
>>> a = list(s)
>>> print a
['H', 'e', 'l', 'l', 'o', ',', ' ', 'w', 'o', 'r', 'l', 'd']
>>> a[7:] = list("there!")
>>> import string
>>> print string.join(a, '')
'Hello, there!'
>>> import array
>>> a = array.array('c', s)
>>> print a
array('c', 'Hello, world')
>>> a[0] = 'y' ; print a
array('c', 'yello world')
>>> a.tostring()
'yello, world'
----------------------------------------------------------------------------
4.90. How to pass on keyword/optional parameters/arguments
Q: How can I pass on optional or keyword parameters from one function
to another?
A: Use 'apply', like:
def f1(a, *b, **c):
...
def f2(x, *y, **z):
...
z['width']='14.3c'
...
apply(f1, (a,)+b, c)
----------------------------------------------------------------------------
--
----------- comp.lang.python.announce (moderated) ----------
Article Submission Address: python-announce(a)python.org
Python Language Home Page: http://www.python.org/
Python Quick Help Index: http://www.python.org/Help.html
------------------------------------------------------------
1
0
This FAQ newsgroup posting has been automatically converted from an
HTML snapshot of the original Python FAQ; please refer to the original
"Python FAQ Wizard" at <http://grail.cnri.reston.va.us/cgi-bin/faqw.py>
if source code snippets given in this document do not work - incidentally
some formatting information may have been lost during the conversion.
----------------------------------------------------------------------------
The whole Python FAQ - Section 3
Last changed on Mon Jun 28 19:36:09 1999 EDT
(Entries marked with ** were changed within the last 24 hours; entries
marked with * were changed within the last 7 days.)
----------------------------------------------------------------------------
3. Building Python and Other Known Bugs
3.1. Is there a test set?
3.2. When running the test set, I get complaints about floating point
operations, but when playing with floating point operations I cannot
find anything wrong with them.
3.3. Link errors after rerunning the configure script.
3.4. The python interpreter complains about options passed to a script
(after the script name).
3.5. When building on the SGI, make tries to run python to create
glmodule.c, but python hasn't been built or installed yet.
3.6. I use VPATH but some targets are built in the source directory.
3.7. Trouble building or linking with the GNU readline library.
3.8. Trouble with socket I/O on older Linux 1.x versions.
3.9. Trouble with prototypes on Ultrix.
3.10. Other trouble building Python on platform X.
3.11. How to configure dynamic loading on Linux.
3.12. I can't get shared modules to work on Linux 2.0 (Slackware96)?
3.13. Trouble when making modules shared on Linux.
3.14. How to use threads on Linux.
3.15. Errors when linking with a shared library containing C++ code.
3.16. I built with tkintermodule.c enabled but get 'Tkinter not found'
3.17. I built with Tk 4.0 but Tkinter complains about the Tk version.
3.18. Compilation or link errors for the _tkinter module
3.19. I configured and built Python for Tcl/Tk but "import Tkinter"
fails.
3.20. Tk doesn't work right on DEC Alpha.
3.21. Several common system calls are missing from the posix module.
3.22. ImportError: No module named string, on MS Windows.
3.23. Core dump on SGI when using the gl module.
3.24. "Initializer not a constant" while building DLL on MS-Windows
3.25. Output directed to a pipe or file disappears on Linux.
3.26. Syntax Errors all over the place in Linux with libc 5.4
3.27. Crash in XIO on Linux when using Tkinter.
3.28. How can I test if Tkinter is working?
3.29. Is there a way to get the interactive mode of the python
interpreter to perform function/variable name completion?
3.30. Why is the Python interpreter not built as a shared library?
3.31. Build with GCC on Solaris 2.6 (SunOS 5.6) fails
3.32. Running "make clean" seems to leave problematic files that cause
subsequent builds to fail.
----------------------------------------------------------------------------
3. Building Python and Other Known Bugs
----------------------------------------------------------------------------
3.1. Is there a test set?
Sure. You can run it after building with "make test", or you can run it
manuall with the command
import test.autotest
In 1.4 or earlier, use
import autotest
The test set doesn't test all features of Python, but it goes a long way to
confirm that Python is actually working.
NOTE: if "make test" fails, don't just mail the output to the newsgroup --
this doesn't give enough information to debug the problem. Instead, find out
which test fails, and run that test manually from an interactive
interpreter. For example, if "make test" reports that test_spam fails, try
this interactively:
import test.test_spam
This generally produces more verbose output which can be diagnosed to debug
the problem.
----------------------------------------------------------------------------
3.2. When running the test set, I get complaints about floating point
operations, but when playing with floating point operations I cannot find
anything wrong with them.
The test set makes occasional unwarranted assumptions about the semantics of
C floating point operations. Until someone donates a better floating point
test set, you will have to comment out the offending floating point tests
and execute similar tests manually.
----------------------------------------------------------------------------
3.3. Link errors after rerunning the configure script.
It is generally necessary to run "make clean" after a configuration change.
----------------------------------------------------------------------------
3.4. The python interpreter complains about options passed to a script
(after the script name).
You are probably linking with GNU getopt, e.g. through -liberty. Don't. The
reason for the complaint is that GNU getopt, unlike System V getopt and
other getopt implementations, doesn't consider a non-option to be the end of
the option list. A quick (and compatible) fix for scripts is to add "--" to
the interpreter, like this:
#! /usr/local/bin/python --
You can also use this interactively:
python -- script.py [options]
Note that a working getopt implementation is provided in the Python
distribution (in Python/getopt.c) but not automatically used.
----------------------------------------------------------------------------
3.5. When building on the SGI, make tries to run python to create
glmodule.c, but python hasn't been built or installed yet.
Comment out the line mentioning glmodule.c in Setup and build a python
without gl first; install it or make sure it is in your $PATH, then edit the
Setup file again to turn on the gl module, and make again. You don't need to
do "make clean"; you do need to run "make Makefile" in the Modules
subdirectory (or just run "make" at the toplevel).
----------------------------------------------------------------------------
3.6. I use VPATH but some targets are built in the source directory.
On some systems (e.g. Sun), if the target already exists in the source
directory, it is created there instead of in the build directory. This is
usually because you have previously built without VPATH. Try running "make
clobber" in the source directory.
----------------------------------------------------------------------------
3.7. Trouble building or linking with the GNU readline library.
Consider using readline 2.0. Some hints:
You can use the GNU readline library to improve the interactive user
interface: this gives you line editing and command history when calling
python interactively. You need to configure and build the GNU readline
library before running the configure script. Its sources are no longer
distributed with Python; you can ftp them from any GNU mirror site, or from
its home site ftp://slc2.ins.cwru.edu/pub/dist/readline-2.0.tar.gz (or a
higher version number -- using version 1.x is not recommended). Pass the
Python configure script the option --with-readline=DIRECTORY where DIRECTORY
is the absolute pathname of the directory where you've built the readline
library. Some hints on building and using the readline library: On SGI IRIX
5, you may have to add the following to rldefs.h:
#ifndef sigmask
#define sigmask(sig) (1L << ((sig)-1))
#endif
On most systems, you will have to add #include "rldefs.h" to the top of
several source files, and if you use the VPATH feature, you will have to add
dependencies of the form foo.o: foo.c to the Makefile for several values of
foo. The readline library requires use of the termcap library. A known
problem with this is that it contains entry points which cause conflicts
with the STDWIN and SGI GL libraries. The STDWIN conflict can be solved by
adding a line saying '#define werase w_erase' to the stdwin.h file (in the
STDWIN distribution, subdirectory H). The GL conflict has been solved in the
Python configure script by a hack that forces use of the static version of
the termcap library. Check the newsgroup gnu.bash.bug news:gnu.bash.bug for
specific problems with the readline library (I don't read this group but
I've been told that it is the place for readline bugs).
----------------------------------------------------------------------------
3.8. Trouble with socket I/O on older Linux 1.x versions.
Once you've built Python, use it to run the regen.py script in the
Lib/linux1 directory. Apparently the files as distributed don't match the
system headers on some Linux versions.
----------------------------------------------------------------------------
3.9. Trouble with prototypes on Ultrix.
Ultrix cc seems broken -- use gcc, or edit config.h to #undef
HAVE_PROTOTYPES.
----------------------------------------------------------------------------
3.10. Other trouble building Python on platform X.
Please email the details to guido(a)cnri.reston.va.us and I'll look into it.
Please provide as many details as possible. In particular, if you don't tell
me what type of computer and what operating system (and version) you are
using it will be difficult for me to figure out what is the matter. If you
get a specific error message, please email it to me too.
----------------------------------------------------------------------------
3.11. How to configure dynamic loading on Linux.
This is now automatic as long as your Linux version uses the ELF object
format (all recent Linuxes do).
----------------------------------------------------------------------------
3.12. I can't get shared modules to work on Linux 2.0 (Slackware96)?
This is a bug in the Slackware96 release. The fix is simple: Make sure that
there is a link from /lib/libdl.so to /lib/libdl.so.1 so that the following
links are setup: /lib/libdl.so -> /lib/libdl.so.1 /lib/libdl.so.1 ->
/lib/libdl.so.1.7.14 You may have to rerun the configure script, after
rm'ing the config.cache file, before you attempt to rebuild python after
this fix.
----------------------------------------------------------------------------
3.13. Trouble when making modules shared on Linux.
This happens when you have built Python for static linking and then enable
*shared*
in the Setup file. Shared library code must be compiled with "-fpic". If a
.o file for the module already exist that was compiled for static linking,
you must remove it or do "make clean" in the Modules directory.
----------------------------------------------------------------------------
3.14. How to use threads on Linux.
[Greg Stein] You need to have a very recent libc, or even better, get the
LinuxThreads-0.5 distribution. Note that if you install LinuxThreads
normally, then you shouldn't need to specify the directory to the
-with-thread configuration switch. The configure script ought to find it
without a problem. To make sure everything builds properly, do a "make
clean", remove config.cache, re-run configure with that switch, and then
build.
[Andy Dustman] On glibc systems (i.e. RedHat 5.0+), LinuxThreads is
obsoleted by POSIX threads (-lpthread). If you upgraded from an earlier
RedHat, remove LinuxThreads with "rpm -e linuxthreads linuxthreads-devel".
Then run configure using --with-thread as above.
----------------------------------------------------------------------------
3.15. Errors when linking with a shared library containing C++ code.
Link the main Python binary with C++. Change the definition of LINKCC in
Modules/Makefile to be your C++ compiler. You may have to edit config.c
slightly to make it compilable with C++.
----------------------------------------------------------------------------
3.16. I built with tkintermodule.c enabled but get 'Tkinter not found'
Tkinter.py (note: upper case T) lives in a subdirectory of Lib, Lib/tkinter.
If you are using the default module search path, you probably didn't enable
the line in the Modules/Setup file defining TKPATH; if you use the
environment variable PYTHONPATH, you'll have to add the proper tkinter
subdirectory.
For Windows, see question 7.11.
----------------------------------------------------------------------------
3.17. I built with Tk 4.0 but Tkinter complains about the Tk version.
Several things could cause this. You most likely have a Tk 3.6 installation
that wasn't completely eradicated by the Tk 4.0 installation (which tends to
add "4.0" to its installed files). You may have the Tk 3.6 support library
installed in the place where the Tk 4.0 support files should be (default
/usr/local/lib/tk/); you may have compiled Python with the old tk.h header
file (yes, this actually compiles!); you may actually have linked with Tk
3.6 even though Tk 4.0 is also around. Similar for Tcl 7.4 vs. Tcl 7.3.
----------------------------------------------------------------------------
3.18. Compilation or link errors for the _tkinter module
Most likely, there's a version mismatch between the Tcl/Tk header files
(tcl.h and tk.h) and the Tcl/Tk libraries you are using e.g. "-ltk8.0" and
"-ltcl8.0" arguments for _tkinter in the Setup file). It is possible to
install several versions of the Tcl/Tk libraries, but there can only be one
version of the tcl.h and tk.h header files. If the library doesn't match the
header, you'll get problems, either when linking the module, or when
importing it. Fortunately, the version number is clearly stated in each
file, so this is easy to find. Reinstalling and using the latest version
usually fixes the problem.
(Also note that when compiling unpatched Python 1.5.1 against Tcl/Tk 7.6/4.2
or older, you get an error on Tcl_Finalize. See the 1.5.1 patch page at
http://www.python.org/1.5/patches-1.5.1/.)
----------------------------------------------------------------------------
3.19. I configured and built Python for Tcl/Tk but "import Tkinter" fails.
Most likely, you forgot to enable the line in Setup that says
"TKPATH=:$(DESTLIB)/tkinter".
----------------------------------------------------------------------------
3.20. Tk doesn't work right on DEC Alpha.
You probably compiled either Tcl, Tk or Python with gcc. Don't. For this
platform, which has 64-bit integers, gcc is known to generate broken code.
The standard cc (which comes bundled with the OS!) works. If you still
prefer gcc, at least try recompiling with cc before reporting problems to
the newsgroup or the author; if this fixes the problem, report the bug to
the gcc developers instead. (As far as we know, there are no problem with
gcc on other platforms -- the instabilities seem to be restricted to the DEC
Alpha.) See also question 3.6.
There's also a 64-bit bugfix for Tcl/Tk; see
http://grail.cnri.reston.va.us/grail/info/patches/tk64bit.txt
----------------------------------------------------------------------------
3.21. Several common system calls are missing from the posix module.
Most likely, all test compilations run by the configure script are failing
for some reason or another. Have a look in config.log to see what could be
the reason. A common reason is specifying a directory to the --with-readline
option that doesn't contain the libreadline.a file.
----------------------------------------------------------------------------
3.22. ImportError: No module named string, on MS Windows.
Most likely, your PYTHONPATH environment variable should be set to something
like:
set PYTHONPATH=c:\python;c:\python\lib;c:\python\scripts
(assuming Python was installed in c:\python)
----------------------------------------------------------------------------
3.23. Core dump on SGI when using the gl module.
There are conflicts between entry points in the termcap and curses libraries
and an entry point in the GL library. There's a hack of a fix for the
termcap library if it's needed for the GNU readline library, but it doesn't
work when you're using curses. Concluding, you can't build a Python binary
containing both the curses and gl modules.
----------------------------------------------------------------------------
3.24. "Initializer not a constant" while building DLL on MS-Windows
Static type object initializers in extension modules may cause compiles to
fail with an error message like "initializer not a constant". Fredrik Lundh
<Fredrik.Lundh(a)image.combitech.se> explains:
This shows up when building DLL under MSVC. There's two ways to address
this: either compile the module as C++, or change your code to something
like:
statichere PyTypeObject bstreamtype = {
PyObject_HEAD_INIT(NULL) /* must be set by init function */
0,
"bstream",
sizeof(bstreamobject),
...
void
initbstream()
{
/* Patch object type */
bstreamtype.ob_type = &PyType_Type;
Py_InitModule("bstream", functions);
...
}
----------------------------------------------------------------------------
3.25. Output directed to a pipe or file disappears on Linux.
Some people have reported that when they run their script interactively, it
runs great, but that when they redirect it to a pipe or file, no output
appears.
% python script.py
...some output...
% python script.py >file
% cat file
% # no output
% python script.py | cat
% # no output
%
Nobody knows what causes this, but it is apparently a Linux bug. Most Linux
users are not affected by this.
There's at least one report of someone who reinstalled Linux (presumably a
newer version) and Python and got rid of the problem; so this may be the
solution.
----------------------------------------------------------------------------
3.26. Syntax Errors all over the place in Linux with libc 5.4
``I have installed python1.4 on my Linux system. When I try run the import
statement I get the following error message:''
File "<stdin>", line 1
import sys
^
Syntax Error: "invalid syntax"
Did you compile it yourself? This usually is caused by an incompatibility
between libc 5.4.x and earlier libc's. In particular, programs compiled with
libc 5.4 give incorrect results on systems which had libc 5.2 installed
because the ctype.h file is broken. In this case, Python can't recognize
which characters are letters and so on. The fix is to install the C library
which was used when building the binary that you installed, or to compile
Python yourself. When you do this, make sure the C library header files
which get used by the compiler match the installed C library.
[adapted from an answer by Martin v. Loewis]
PS [adapted from Andreas Jung]: If you have upgraded to libc 5.4.x, and the
problem persists, check your library path for an older version of libc. Try
to clean update libc with the libs and the header files and then try to
recompile all.
----------------------------------------------------------------------------
3.27. Crash in XIO on Linux when using Tkinter.
When Python is built with threads under Linux, use of Tkinter can cause
crashes like the following:
>>> from Tkinter import *
>>> root = Tk()
XIO: fatal IO error 0 (Unknown error) on X server ":0.0"
after 45 requests (40 known processed) with 1 events remaining.
The reason is that the default Xlib is not built with support for threads.
If you rebuild Xlib with threads enabled the problems go away.
Alternatively, you can rebuild Python without threads ("make clean" first!).
(Disclaimer: this is from memory.)
----------------------------------------------------------------------------
3.28. How can I test if Tkinter is working?
Try the following:
python
>>> import _tkinter
>>> import Tkinter
>>> Tkinter._test()
This should pop up a window with two buttons, one "Click me" and one "Quit".
If the first statement (import _tkinter) fails, your Python installation
probably has not been configured to support Tcl/Tk. On Unix, if you have
installed Tcl/Tk, you have to rebuild Python after editing the Modules/Setup
file to enable the _tkinter module and the TKPATH environment variable.
It is also possible to get complaints about Tcl/Tk version number mismatches
or missing TCL_LIBRARY or TK_LIBRARY environment variables. These have to do
with Tcl/Tk installation problems.
A common problem is to have installed versions of tcl.h and tk.h that don't
match the installed version of the Tcl/Tk libraries; this usually results in
linker errors or (when using dynamic loading) complaints about missing
symbols during loading the shared library.
----------------------------------------------------------------------------
3.29. Is there a way to get the interactive mode of the python interpreter
to perform function/variable name completion?
(From a posting by Guido van Rossum)
On Unix, if you have enabled the readline module (i.e. if Emacs-style
command line editing and bash-style history works for you), you can add this
by importing the undocumented standard library module "rlcompleter". When
completing a simple identifier, it completes keywords, built-ins and globals
in __main__; when completing NAME.NAME..., it evaluates (!) the expression
up to the last dot and completes its attributes.
This way, you can do "import string", type "string.", hit the completion key
twice, and see the list of names defined by the string module.
Tip: to use the tab key as the completion key, call
readline.parse_and_bind("tab: complete")
You can put this in a ~/.pythonrc file, and set the PYTHONSTARTUP
environment variable to ~/.pythonrc. This will cause the completion to be
enabled whenever you run Python interactively.
Notes (see the docstring for rlcompleter.py for more information):
* The evaluation of the NAME.NAME... form may cause arbitrary application
defined code to be executed if an object with a __getattr__ hook is found.
Since it is the responsibility of the application (or the user) to enable
this feature, I consider this an acceptable risk. More complicated
expressions (e.g. function calls or indexing operations) are not evaluated.
* GNU readline is also used by the built-in functions input() and
raw_input(), and thus these also benefit/suffer from the complete features.
Clearly an interactive application can benefit by specifying its own
completer function and using raw_input() for all its input.
* When stdin is not a tty device, GNU readline is never used, and this
module (and the readline module) are silently inactive.
----------------------------------------------------------------------------
3.30. Why is the Python interpreter not built as a shared library?
(This is a Unix question; on Mac and Windows, it is a shared library.)
It's just a nightmare to get this to work on all different platforms. Shared
library portability is a pain. And yes, I know about GNU libtool -- but it
requires me to use its conventions for filenames etc, and it would require a
complete and utter rewrite of all the makefile and config tools I'm
currently using.
In practice, few applications embed Python -- it's much more common to have
Python extensions, which already are shared libraries. Also, serious
embedders often want total control over which Python version and
configuration they use so they wouldn't want to use a standard shared
library anyway. So while the motivation of saving space when lots of apps
embed Python is nice in theory, I doubt that it will save much in practice.
(Hence the low priority I give to making a shared library.)
----------------------------------------------------------------------------
3.31. Build with GCC on Solaris 2.6 (SunOS 5.6) fails
If you have upgraded Solaris 2.5 or 2.5.1 to Solaris 2.6, but you have not
upgraded your GCC installation, the compile may fail, e.g. like this:
In file included from /usr/include/sys/stream.h:26,
from /usr/include/netinet/in.h:38,
from /usr/include/netdb.h:96,
from ./socketmodule.c:121:
/usr/include/sys/model.h:32: #error "No DATAMODEL_NATIVE specified"
Solution: rebuild GCC for Solaris 2.6. You might be able to simply re-run
fixincludes, but people have had mixed success with doing that.
----------------------------------------------------------------------------
3.32. Running "make clean" seems to leave problematic files that cause
subsequent builds to fail.
Use "make clobber" instead.
Use "make clean" to reduce the size of the source/build directory after
you're happy with your build and installation. If you have already tried to
build python and you'd like to start over, you should use "make clobber". It
does a "make clean" and also removes files such as the partially built
Python library from a previous build.
----------------------------------------------------------------------------
--
----------- comp.lang.python.announce (moderated) ----------
Article Submission Address: python-announce(a)python.org
Python Language Home Page: http://www.python.org/
Python Quick Help Index: http://www.python.org/Help.html
------------------------------------------------------------
1
0
This FAQ newsgroup posting has been automatically converted from an
HTML snapshot of the original Python FAQ; please refer to the original
"Python FAQ Wizard" at <http://grail.cnri.reston.va.us/cgi-bin/faqw.py>
if source code snippets given in this document do not work - incidentally
some formatting information may have been lost during the conversion.
----------------------------------------------------------------------------
The whole Python FAQ - Section 2
Last changed on Mon Jun 28 19:36:09 1999 EDT
(Entries marked with ** were changed within the last 24 hours; entries
marked with * were changed within the last 7 days.)
----------------------------------------------------------------------------
2. Python in the real world
2.1. How many people are using Python?
2.2. Have any significant projects been done in Python?
2.3. Are there any commercial projects going on using Python?
2.4. How stable is Python?
2.5. What new developments are expected for Python in the future?
2.6. Is it reasonable to propose incompatible changes to Python?
2.7. What is the future of Python?
2.8. What is the PSA, anyway?
2.9. How do I join the PSA?
2.10. What are the benefits of joining the PSA?
2.11. Is Python Y2K (Year 2000) Compliant?
----------------------------------------------------------------------------
2. Python in the real world
----------------------------------------------------------------------------
2.1. How many people are using Python?
I don't know, but the maximum number of simultaneous subscriptions to the
Python mailing list before it was gatewayed into the newsgroup was about 180
(several of which were local redistribution lists). I believe that many
active Python users don't bother to subscribe to the list, and now that
there's a newsgroup the mailing list subscription is even less meaningful. I
see new names on the newsgroup all the time and my best guess is that there
are currently at least several thousands of users.
Another statistic is the number of accesses to the Python WWW server. Have a
look at http://www.python.org/stats/.
----------------------------------------------------------------------------
2.2. Have any significant projects been done in Python?
At CWI (the former home of Python), we have written a 20,000 line authoring
environment for transportable hypermedia presentations, a 5,000 line
multimedia teleconferencing tool, as well as many many smaller programs.
At CNRI (Python's new home), we have written two large applications: Grail,
a fully featured web browser (see http://grail.cnri.reston.va.us), and the
Knowbot Operating Environment, a distributed environment for mobile code.
The University of Virginia uses Python to control a virtual reality engine.
See http://alice.cs.cmu.edu.
The ILU project at Xerox PARC can generate Python glue for ILU interfaces.
See ftp://ftp.parc.xerox.com/pub/ilu/ilu.html. ILU is a free CORBA compliant
ORB which supplies distributed object connectivity to a host of platforms
using a host of languages.
Mark Hammond and Greg Stein and others are interfacing Python to Microsoft's
COM and ActiveX architectures. This means, among other things, that Python
may be used in active server pages or as a COM controller (for example to
automatically extract from or insert information into Excel or MSAccess or
any other COM aware application). Mark claims Python can even be a ActiveX
scripting host (which means you could embed JScript inside a Python
application, if you had a strange sense of humor). Python/AX/COM is
distributed as part of the PythonWin distribution.
The University of California, Irvine uses a student administration system
called TELE-Vision written entirely in Python. Contact: Ray Price
rlprice(a)uci.edu.
The Melbourne Cricket Ground (MCG) in Australia (a 100,000+ person venue)
has it's scoreboard system written largely in Python on MS Windows. Python
expressions are used to create almost every scoring entry that appears on
the board. The move to Python/C++ away from exclusive C++ has provided a
level of functionality that would simply not have been viable otherwise.
See also the next question.
If you have done a significant project in Python that you'd like to be
included in the list above, send me email!
----------------------------------------------------------------------------
2.3. Are there any commercial projects going on using Python?
Yes, there's lots of commercial activity using Python. See
http://www.python.org/psa/Users.html for a list.
----------------------------------------------------------------------------
2.4. How stable is Python?
Very stable. While the current version number would suggest it is in the
early stages of development, in fact new, stable releases (numbered 0.9.x
through 1.4) have been coming out roughly every 3 to 6 or 12 months for the
past four years.
----------------------------------------------------------------------------
2.5. What new developments are expected for Python in the future?
Follow the newsgroup discussions! The workshop proceedings
(http://www.python.org/workshops/) may also contain interesting looks into
the future.
----------------------------------------------------------------------------
2.6. Is it reasonable to propose incompatible changes to Python?
In general, no. There are already millions of lines of Python code around
the world, so any changes in the language that invalidates more than a very
small fraction of existing programs has to be frowned upon. Even if you can
provide a conversion program, there still is the problem of updating all
documentation. Providing a gradual upgrade path is the only way if a feature
has to be changed.
----------------------------------------------------------------------------
2.7. What is the future of Python?
If I knew, I'd be rich :-)
Seriously, the formation of the PSA (Python Software Activity, see
http://www.python.org/psa/) ensures some kind of support even in the
(unlikely!) event that I'd be hit by a bus (actually, here in the U.S., a
car accident would be more likely :-), were to join a nunnery, or would be
head-hunted. A large number of Python users have become experts at Python
programming as well as maintenance of the implementation, and would easily
fill the vacuum created by my disappearance.
In the meantime, I have no plans to disappear -- rather, I am committed to
improving Python, and my current benefactor, CNRI (see
http://www.cnri.reston.va.us) is just as committed to continue its support
of Python and the PSA. In fact, we have great plans for Python -- we just
can't tell yet!
----------------------------------------------------------------------------
2.8. What is the PSA, anyway?
The Python Software Activity http://www.python.org/psa/ was created by a
number of Python aficionados who want Python to be more than the product and
responsibility of a single individual. It has found a home at CNRI
http://www.cnri.reston.va.us. Anybody who wishes Python well should join the
PSA.
----------------------------------------------------------------------------
2.9. How do I join the PSA?
The full scoop is available on the web, see
http://www.python.org/psa/regtempl.html. Summary: send a check of at least
$50 to CNRI/PSA, 1895 Preston White Drive, Suite 100, in Reston, VA 20191.
Full-time students pay $25. Prices drop by half the second half of the
fiscal year (April - September). Companies can join for a mere $500. Pets
may join for only $15!
----------------------------------------------------------------------------
2.10. What are the benefits of joining the PSA?
Like National Public Radio, without your support, Python will wither.
If you join, your name will be mentioned on the PSA's web server. Workshops
organized by the PSA http://www.python.org/workshops/ are only accessible to
PSA members (you can join at the door). The PSA is working on additional
benefits, such as reduced prices for books and software, and early access to
alpha versions of Python. (The latter has been realized -- the 1.5 alpha
testing program is accessible only to PSA members.)
You might also consider to become a member of the starship project. It is a
free group of Python enthusiasts, and you get a free account. They just
happen to admit only PSA members. Check out http://starship.python.net for
further information.
----------------------------------------------------------------------------
2.11. Is Python Y2K (Year 2000) Compliant?
Since Python is available free of charge, I don't want to make any absolute
guarantees. If there is a problem that I didn't foresee, I don't want to be
sued for damages.
That said, I'm pretty convinced that there are no Y2K problems anywhere in
the core distribution, either 1.5 or 1.4. Python does few date
manipulations, and what it does is all based on the Unix representation for
time (even on non-Unix systems) which uses seconds since 1970 and won't
overflow until 2038.
----------------------------------------------------------------------------
--
----------- comp.lang.python.announce (moderated) ----------
Article Submission Address: python-announce(a)python.org
Python Language Home Page: http://www.python.org/
Python Quick Help Index: http://www.python.org/Help.html
------------------------------------------------------------
1
0
This FAQ newsgroup posting has been automatically converted from an
HTML snapshot of the original Python FAQ; please refer to the original
"Python FAQ Wizard" at <http://grail.cnri.reston.va.us/cgi-bin/faqw.py>
if source code snippets given in this document do not work - incidentally
some formatting information may have been lost during the conversion.
----------------------------------------------------------------------------
The whole Python FAQ - Section 1
Last changed on Mon Jun 28 19:36:09 1999 EDT
(Entries marked with ** were changed within the last 24 hours; entries
marked with * were changed within the last 7 days.)
----------------------------------------------------------------------------
1. General information and availability
1.1. What is Python?
1.2. Why is it called Python?
1.3. How do I obtain a copy of the Python source?
1.4. How do I get documentation on Python?
1.5. Are there other ftp sites that mirror the Python distribution?
1.6. Is there a newsgroup or mailing list devoted to Python?
1.7. Is there a WWW page devoted to Python?
1.8. Is the Python documentation available on the WWW?
1.9. Are there any books on Python?
1.10. Are there any published articles about Python that I can
reference?
1.11. Are there short introductory papers or talks on Python?
1.12. How does the Python version numbering scheme work?
1.13. How do I get a beta test version of Python?
1.14. Are there copyright restrictions on the use of Python?
1.15. Why was Python created in the first place?
1.16. Do I have to like "Monty Python's Flying Circus"?
1.17. What is Python good for?
1.18. Can I use the FAQ Wizard software to maintain my own FAQ?
1.19. Which editor has good support for editing Python source code?
----------------------------------------------------------------------------
1. General information and availability
----------------------------------------------------------------------------
1.1. What is Python?
Python is an interpreted, interactive, object-oriented programming language.
It incorporates modules, exceptions, dynamic typing, very high level dynamic
data types, and classes. Python combines remarkable power with very clear
syntax. It has interfaces to many system calls and libraries, as well as to
various window systems, and is extensible in C or C++. It is also usable as
an extension language for applications that need a programmable interface.
Finally, Python is portable: it runs on many brands of UNIX, on the Mac, and
on PCs under MS-DOS, Windows, Windows NT, and OS/2.
To find out more, the best thing to do is to start reading the tutorial from
the documentation set (see a few questions further down).
See also question 1.17 (what is Python good for).
----------------------------------------------------------------------------
1.2. Why is it called Python?
Apart from being a computer scientist, I'm also a fan of "Monty Python's
Flying Circus" (a BBC comedy series from the seventies, in the -- unlikely
-- case you didn't know). It occurred to me one day that I needed a name
that was short, unique, and slightly mysterious. And I happened to be
reading some scripts from the series at the time... So then I decided to
call my language Python. But Python is not a joke. And don't you associate
it with dangerous reptiles either! (If you need an icon, use an image of the
16-ton weight from the TV series or of a can of SPAM :-)
----------------------------------------------------------------------------
1.3. How do I obtain a copy of the Python source?
The latest complete Python source distribution is always available by
anonymous ftp, e.g. ftp://ftp.python.org/pub/python/src/python1.4.tar.gz. It
is a gzipped tar file containing the complete C source, LaTeX documentation,
Python library modules, example programs, and several useful pieces of
freely distributable software. This will compile and run out of the box on
most UNIX platforms. (See section 7 for non-UNIX information.)
An index of said ftp directory can be found in the file INDEX. An HTML
version of the index can be found in the file index.html,
ftp://ftp.python.org/pub/python/index.html.
----------------------------------------------------------------------------
1.4. How do I get documentation on Python?
All documentation is available on-line, starting at
http://www.python.org/doc/.
The LaTeX source for the documentation is part of the source distribution.
If you don't have LaTeX, the latest Python documentation set is available,
in various formats like postscript and html, by anonymous ftp - visit the
above URL for links to the current versions.
PostScript for a high-level description of Python is in the file
nluug-paper.ps (a separate file on the ftp site).
----------------------------------------------------------------------------
1.5. Are there other ftp sites that mirror the Python distribution?
The following anonymous ftp sites keep mirrors of the Python distribution:
USA:
ftp://ftp.python.org/pub/python/
ftp://gatekeeper.dec.com/pub/plan/python/
ftp://ftp.uu.net/languages/python/
ftp://ftp.wustl.edu/graphics/graphics/sgi-stuff/python/
ftp://ftp.sterling.com/programming/languages/python/
ftp://uiarchive.cso.uiuc.edu/pub/lang/python/
ftp://ftp.pht.com/mirrors/python/python/
ftp://ftp.cdrom.com/pub/python/
Europe:
ftp://ftp.cwi.nl/pub/python/
ftp://ftp.funet.fi/pub/languages/python/
ftp://ftp.sunet.se/pub/lang/python/
ftp://unix.hensa.ac.uk/mirrors/uunet/languages/python/
ftp://ftp.lip6.fr/pub/python/
ftp://sunsite.cnlab-switch.ch/mirror/python/
ftp://ftp.informatik.tu-muenchen.de/pub/comp/programming/languages/python/
Australia:
ftp://ftp.dstc.edu.au/pub/python/
----------------------------------------------------------------------------
1.6. Is there a newsgroup or mailing list devoted to Python?
There is a newsgroup, comp.lang.python, and a mailing list. The newsgroup
and mailing list are gatewayed into each other -- if you can read news it's
unnecessary to subscribe to the mailing list. To subscribe to the mailing
list (python-list(a)python.org) visit its Mailman webpage at
http://www.python.org/mailman/listinfo/python-list
More info about the newsgroup and mailing list, and about other lists, can
be found at http://www.python.org/psa/MailingLists.html.
Archives of the newsgroup are kept by Deja News and accessible through the
"Python newsgroup search" web page,
http://www.python.org/search/search_news.html. This page also contains
pointer to other archival collections.
----------------------------------------------------------------------------
1.7. Is there a WWW page devoted to Python?
Yes, http://www.python.org/ is the official Python home page.
----------------------------------------------------------------------------
1.8. Is the Python documentation available on the WWW?
Yes, see http://www.python.org/ (Python's home page). It contains pointers
to hypertext versions of the whole documentation set (as hypertext, not just
PostScript).
If you wish to browse this collection of HTML files on your own machine, it
is available bundled up by anonymous ftp, e.g.
ftp://ftp.python.org/pub/python/doc/html.tar.gz.
An Emacs-INFO set containing the library manual is also available by ftp,
e.g. ftp://ftp.python.org/pub/python/doc/lib-info.tar.gz.
----------------------------------------------------------------------------
1.9. Are there any books on Python?
Yes, several:
+ Internet Programming with Python
by Aaron Watters, Guido van Rossum, and James Ahlstrom
MIS Press/Henry Holt publishers
ISBN: 1-55851-484-8
First published October, 1996
+ Programming Python
by Mark Lutz
O'Reilly & Associates
ISBN: 1-56592-197-6
First published October, 1996
+ Das Python-Buch (in German)
by Martin von Loewis and Nils Fischbeck
Addison-Wesley-Longman, 1997
ISBN: 3-8273-1110-1
More are coming:
+ Python Pocket Reference
by Mark Lutz
O'Reilly & Associates
ISBN 1-56592-500-9
1st Edition October 1998 (est.)
80 pages (est.), $6.95 (est.)
----------------------------------------------------------------------------
1.10. Are there any published articles about Python that I can reference?
If you can't reference the web site, and you don't want to reference the
books (see previous question), there are several articles on Python that you
could reference.
Most publications about Python are collected on the Python web site:
http://www.python.org/doc/Publications.html
It is no longer recommended to reference this very old article by Python's
author:
Guido van Rossum and Jelke de Boer, "Interactively Testing Remote
Servers Using the Python Programming Language", CWI Quarterly, Volume
4, Issue 4 (December 1991), Amsterdam, pp 283-303.
----------------------------------------------------------------------------
1.11. Are there short introductory papers or talks on Python?
There are several - you can find links to some of them collected at
http://www.python.org/doc/Hints.html#intros.
----------------------------------------------------------------------------
1.12. How does the Python version numbering scheme work?
Python versions are numbered A.B.C or A.B. A is the major version number --
it is only incremented for major changes in functionality or source
structure. B is the minor version number, incremented for less
earth-shattering changes to a release. C is the patchlevel -- it is
incremented for each new patch release. Not all releases have patch
releases. Note that in the past, patches have added significant changes; in
fact the changeover from 0.9.9 to 1.0.0 was the first time that either A or
B changed!
Beta versions have an additional suffix of "betaN" for some small number N.
Note that (for instance) all versions labeled 1.4betaN precede the actual
release of 1.4. 1.4b3 is short for 1.4beta3.
----------------------------------------------------------------------------
1.13. How do I get a beta test version of Python?
If there are any beta releases, they are published in the normal source
directory (e.g. ftp://ftp.python.org/pub/python/src/).
Alpha releases are only open to PSA members. See http://www.python.org/psa/
for information on how to join ($50/year).
----------------------------------------------------------------------------
1.14. Are there copyright restrictions on the use of Python?
Hardly. You can do anything you want with the source, as long as you leave
the copyrights in, and display those copyrights in any documentation about
Python that you produce. Also, don't use the author's institute's name in
publicity without prior written permission, and don't hold them responsible
for anything (read the actual copyright for a precise legal wording).
In particular, if you honor the copyright rules, it's OK to use Python for
commercial use, to sell copies of Python in source or binary form, or to
sell products that enhance Python or incorporate Python (or part of it) in
some form. I would still like to know about all commercial use of Python!
----------------------------------------------------------------------------
1.15. Why was Python created in the first place?
Here's a very brief summary of what got me started:
I had extensive experience with implementing an interpreted language in the
ABC group at CWI, and from working with this group I had learned a lot about
language design. This is the origin of many Python features, including the
use of indentation for statement grouping and the inclusion of
very-high-level data types (although the details are all different in
Python).
I had a number of gripes about the ABC language, but also liked many of its
features. It was impossible to extend the ABC language (or its
implementation) to remedy my complaints -- in fact its lack of extensibility
was one of its biggest problems. I had some experience with using Modula-2+
and talked with the designers of Modula-3 (and read the M3 report). M3 is
the origin of the syntax and semantics used for exceptions, and some other
Python features.
I was working in the Amoeba distributed operating system group at CWI. We
needed a better way to do system administration than by writing either C
programs or Bourne shell scripts, since Amoeba had its own system call
interface which wasn't easily accessible from the Bourne shell. My
experience with error handling in Amoeba made me acutely aware of the
importance of exceptions as a programming language feature.
It occurred to me that a scripting language with a syntax like ABC but with
access to the Amoeba system calls would fill the need. I realized that it
would be foolish to write an Amoeba-specific language, so I decided that I
needed a language that was generally extensible.
During the 1989 Christmas holidays, I had a lot of time on my hand, so I
decided to give it a try. During the next year, while still mostly working
on it in my own time, Python was used in the Amoeba project with increasing
success, and the feedback from colleagues made me add many early
improvements.
In February 1991, after just over a year of development, I decided to post
to USENET. The rest is in the Misc/HISTORY file.
----------------------------------------------------------------------------
1.16. Do I have to like "Monty Python's Flying Circus"?
No, but it helps. Pythonistas like the occasional reference to SPAM, and of
course, nobody expects the Spanish Inquisition
The two main reasons to use Python are:
- Portable
- Easy to learn
The three main reasons to use Python are:
- Portable
- Easy to learn
- Powerful standard library
(And nice red uniforms.)
And remember, there is no rule six.
----------------------------------------------------------------------------
1.17. What is Python good for?
Python is used in many situations where a great deal of dynamism, ease of
use, power, and flexibility are required.
In the area of basic text manipulation core Python (without any non-core
extensions) is easier to use and is roughly as fast as just about any
language, and this makes Python good for many system administration type
tasks and for CGI programming and other application areas that manipulate
text and strings and such.
When augmented with standard extensions (such as PIL, COM, Numeric,
oracledb, kjbuckets, tkinter, win32api, etc.) or special purpose extensions
(that you write, perhaps using helper tools such as SWIG, or using object
protocols such as ILU/CORBA or COM) Python becomes a very convenient "glue"
or "steering" language that helps make heterogeneous collections of
unrelated software packages work together. For example by combining Numeric
with oracledb you can help your SQL database do statistical analysis, or
even Fourier transforms. One of the features that makes Python excel in the
"glue language" role is Python's simple, usable, and powerful C language
runtime API.
Many developers also use Python extensively as a graphical user interface
development aide.
----------------------------------------------------------------------------
1.18. Can I use the FAQ Wizard software to maintain my own FAQ?
Sure. Version 1.0 is distributed in the Tools subdirectory of the Python 1.5
source release at
http://www.python.org/ftp/python/src/py152.tgz
----------------------------------------------------------------------------
1.19. Which editor has good support for editing Python source code?
On Unix, the first choice is Emacs/XEmacs. There's an elaborate mode for
editing Python code, which is available from the Python source distribution
(Misc/python-mode.el). It's also bundled with XEmacs (we're still working on
legal details to make it possible to bundle it with FSF Emacs). And it has
its own web page:
http://www.python.org/emacs/python-mode/index.html
There are many other choices, for Unix, Windows or Macintosh. Richard Jones
compiled a table from postings on the Python newsgroup:
http://www.bofh.asn.au/~richard/editors.html
See also FAQ question 7.10 for some more Mac and Win options.
----------------------------------------------------------------------------
--
----------- comp.lang.python.announce (moderated) ----------
Article Submission Address: python-announce(a)python.org
Python Language Home Page: http://www.python.org/
Python Quick Help Index: http://www.python.org/Help.html
------------------------------------------------------------
1
0
This FAQ newsgroup posting has been automatically converted from an
HTML snapshot of the original Python FAQ; please refer to the original
"Python FAQ Wizard" at <http://grail.cnri.reston.va.us/cgi-bin/faqw.py>
if source code snippets given in this document do not work - incidentally
some formatting information may have been lost during the conversion.
----------------------------------------------------------------------------
The whole Python FAQ - Table of Contents
Last changed on Mon Jun 28 19:36:09 1999 EDT
(Entries marked with ** were changed within the last 24 hours; entries
marked with * were changed within the last 7 days.)
----------------------------------------------------------------------------
1. General information and availability
1.1. What is Python?
1.2. Why is it called Python?
1.3. How do I obtain a copy of the Python source?
1.4. How do I get documentation on Python?
1.5. Are there other ftp sites that mirror the Python distribution?
1.6. Is there a newsgroup or mailing list devoted to Python?
1.7. Is there a WWW page devoted to Python?
1.8. Is the Python documentation available on the WWW?
1.9. Are there any books on Python?
1.10. Are there any published articles about Python that I can
reference?
1.11. Are there short introductory papers or talks on Python?
1.12. How does the Python version numbering scheme work?
1.13. How do I get a beta test version of Python?
1.14. Are there copyright restrictions on the use of Python?
1.15. Why was Python created in the first place?
1.16. Do I have to like "Monty Python's Flying Circus"?
1.17. What is Python good for?
1.18. Can I use the FAQ Wizard software to maintain my own FAQ?
1.19. Which editor has good support for editing Python source code?
----------------------------------------------------------------------------
2. Python in the real world
2.1. How many people are using Python?
2.2. Have any significant projects been done in Python?
2.3. Are there any commercial projects going on using Python?
2.4. How stable is Python?
2.5. What new developments are expected for Python in the future?
2.6. Is it reasonable to propose incompatible changes to Python?
2.7. What is the future of Python?
2.8. What is the PSA, anyway?
2.9. How do I join the PSA?
2.10. What are the benefits of joining the PSA?
2.11. Is Python Y2K (Year 2000) Compliant?
----------------------------------------------------------------------------
3. Building Python and Other Known Bugs
3.1. Is there a test set?
3.2. When running the test set, I get complaints about floating point
operations, but when playing with floating point operations I cannot
find anything wrong with them.
3.3. Link errors after rerunning the configure script.
3.4. The python interpreter complains about options passed to a script
(after the script name).
3.5. When building on the SGI, make tries to run python to create
glmodule.c, but python hasn't been built or installed yet.
3.6. I use VPATH but some targets are built in the source directory.
3.7. Trouble building or linking with the GNU readline library.
3.8. Trouble with socket I/O on older Linux 1.x versions.
3.9. Trouble with prototypes on Ultrix.
3.10. Other trouble building Python on platform X.
3.11. How to configure dynamic loading on Linux.
3.12. I can't get shared modules to work on Linux 2.0 (Slackware96)?
3.13. Trouble when making modules shared on Linux.
3.14. How to use threads on Linux.
3.15. Errors when linking with a shared library containing C++ code.
3.16. I built with tkintermodule.c enabled but get 'Tkinter not found'
3.17. I built with Tk 4.0 but Tkinter complains about the Tk version.
3.18. Compilation or link errors for the _tkinter module
3.19. I configured and built Python for Tcl/Tk but "import Tkinter"
fails.
3.20. Tk doesn't work right on DEC Alpha.
3.21. Several common system calls are missing from the posix module.
3.22. ImportError: No module named string, on MS Windows.
3.23. Core dump on SGI when using the gl module.
3.24. "Initializer not a constant" while building DLL on MS-Windows
3.25. Output directed to a pipe or file disappears on Linux.
3.26. Syntax Errors all over the place in Linux with libc 5.4
3.27. Crash in XIO on Linux when using Tkinter.
3.28. How can I test if Tkinter is working?
3.29. Is there a way to get the interactive mode of the python
interpreter to perform function/variable name completion?
3.30. Why is the Python interpreter not built as a shared library?
3.31. Build with GCC on Solaris 2.6 (SunOS 5.6) fails
3.32. Running "make clean" seems to leave problematic files that cause
subsequent builds to fail.
----------------------------------------------------------------------------
4. Programming in Python
4.1. Is there a source code level debugger with breakpoints, step,
etc.?
4.2. Can I create an object class with some methods implemented in C
and others in Python (e.g. through inheritance)? (Also phrased as: Can
I use a built-in type as base class?)
4.3. Is there a curses/termcap package for Python?
4.4. Is there an equivalent to C's onexit() in Python?
4.5. When I define a function nested inside another function, the
nested function seemingly can't access the local variables of the outer
function. What is going on? How do I pass local data to a nested
function?
4.6. How do I iterate over a sequence in reverse order?
4.7. My program is too slow. How do I speed it up?
4.8. When I have imported a module, then edit it, and import it again
(into the same Python process), the changes don't seem to take place.
What is going on?
4.9. How do I find the current module name?
4.10. I have a module in which I want to execute some extra code when
it is run as a script. How do I find out whether I am running as a
script?
4.11. I try to run a program from the Demo directory but it fails with
ImportError: No module named ...; what gives?
4.12. I have successfully built Python with STDWIN but it can't find
some modules (e.g. stdwinevents).
4.13. What GUI toolkits exist for Python?
4.14. Are there any interfaces to database packages in Python?
4.15. Is it possible to write obfuscated one-liners in Python?
4.16. Is there an equivalent of C's "?:" ternary operator?
4.17. My class defines __del__ but it is not called when I delete the
object.
4.18. How do I change the shell environment for programs called using
os.popen() or os.system()? Changing os.environ doesn't work.
4.19. What is a class?
4.20. What is a method?
4.21. What is self?
4.22. What is an unbound method?
4.23. How do I call a method defined in a base class from a derived
class that overrides it?
4.24. How do I call a method from a base class without using the name
of the base class?
4.25. How can I organize my code to make it easier to change the base
class?
4.26. How can I find the methods or attributes of an object?
4.27. I can't seem to use os.read() on a pipe created with os.popen().
4.28. How can I create a stand-alone binary from a Python script?
4.29. What WWW tools are there for Python?
4.30. How do I run a subprocess with pipes connected to both input and
output?
4.31. How do I call a function if I have the arguments in a tuple?
4.32. How do I enable font-lock-mode for Python in Emacs?
4.33. Is there a scanf() or sscanf() equivalent?
4.34. Can I have Tk events handled while waiting for I/O?
4.35. How do I write a function with output parameters (call by
reference)?
4.36. Please explain the rules for local and global variables in
Python.
4.37. How can I have modules that mutually import each other?
4.38. How do I copy an object in Python?
4.39. How to implement persistent objects in Python? (Persistent ==
automatically saved to and restored from disk.)
4.40. I try to use __spam and I get an error about
_SomeClassName__spam.
4.41. How do I delete a file? And other file questions.
4.42. How to modify urllib or httplib to support HTTP/1.1?
4.43. Unexplicable syntax errors in compile() or exec.
4.44. How do I convert a string to a number?
4.45. How do I convert a number to a string?
4.46. How do I copy a file?
4.47. How do I check if an object is an instance of a given class or of
a subclass of it?
4.48. What is delegation?
4.49. How do I test a Python program or component.
4.50. My multidimensional list (array) is broken! What gives?
4.51. I want to do a complicated sort: can you do a Schwartzian
Transform in Python?
4.52. How to convert between tuples and lists?
4.53. Files retrieved with urllib contain leading garbage that looks
like email headers.
4.54. How do I get a list of all instances of a given class?
4.55. A regular expression fails with regex.error: match failure.
4.56. I can't get signal handlers to work.
4.57. I can't use a global variable in a function? Help!
4.58. What's a negative index? Why doesn't list.insert() use them?
4.59. How can I sort one list by values from another list?
4.60. Why doesn't dir() work on builtin types like files and lists?
4.61. How can I mimic CGI form submission (METHOD=POST)?
4.62. If my program crashes with a bsddb (or anydbm) database open, it
gets corrupted. How come?
4.63. How do I make a Python script executable on Unix?
4.64. How do you remove duplicates from a list?
4.65. Are there any known year 2000 problems in Python?
4.66. I want a version of map that applies a method to a sequence of
objects! Help!
4.67. How do I generate random numbers in Python?
4.68. How do I access the serial (RS232) port?
4.69. Images on Tk-Buttons don't work in Py15?
4.70. Where is the math.py (socket.py, regex.py, etc.) source file?
4.71. How do I send mail from a Python script?
4.72. How do I avoid blocking in connect() of a socket?
4.73. How do I specify hexadecimal and octal integers?
4.74. How to get a single keypress at a time?
4.75. How can I overload constructors (or methods) in Python?
4.76. How do I pass keyword arguments from one method to another?
4.77. What module should I use to help with generating HTML?
4.78. How do I create documentation from doc strings?
4.79. How do I read (or write) binary data?
4.80. I can't get key bindings to work in Tkinter
4.81. "import crypt" fails
4.82. Are there coding standards or a style guide for Python programs?
4.83. How do I freeze Tkinter applications?
4.84. How do I create static class data and static class methods?
4.85. __import__('x.y.z') returns <module 'x'>; how do I get z?
4.86. Basic thread wisdom
4.87. Why doesn't closing sys.stdout (stdin, stderr) really close it?
4.88. What kinds of global value mutation are thread-safe?
4.89. How do I modify a string in place?
4.90. How to pass on keyword/optional parameters/arguments
----------------------------------------------------------------------------
5. Extending Python
5.1. Can I create my own functions in C?
5.2. Can I create my own functions in C++?
5.3. How can I execute arbitrary Python statements from C?
5.4. How can I evaluate an arbitrary Python expression from C?
5.5. How do I extract C values from a Python object?
5.6. How do I use Py_BuildValue() to create a tuple of arbitrary
length?
5.7. How do I call an object's method from C?
5.8. How do I catch the output from PyErr_Print() (or anything that
prints to stdout/stderr)?
5.9. How do I access a module written in Python from C?
5.10. How do I interface to C++ objects from Python?
5.11. mSQLmodule (or other old module) won't build with Python 1.5 (or
later)
5.12. I added a module using the Setup file and the make fails! Huh?
5.13. I want to compile a Python module on my Red Hat Linux system, but
some files are missing.
5.14. What does "SystemError: _PyImport_FixupExtension: module
yourmodule not loaded" mean?
----------------------------------------------------------------------------
6. Python's design
6.1. Why isn't there a switch or case statement in Python?
6.2. Why does Python use indentation for grouping of statements?
6.3. Why are Python strings immutable?
6.4. Why don't strings have methods like index() or sort(), like lists?
6.5. Why does Python use methods for some functionality (e.g.
list.index()) but functions for other (e.g. len(list))?
6.6. Why can't I derive a class from built-in types (e.g. lists or
files)?
6.7. Why must 'self' be declared and used explicitly in method
definitions and calls?
6.8. Can't you emulate threads in the interpreter instead of relying on
an OS-specific thread implementation?
6.9. Why can't lambda forms contain statements?
6.10. Why don't lambdas have access to variables defined in the
containing scope?
6.11. Why can't recursive functions be defined inside other functions?
6.12. Why is there no more efficient way of iterating over a dictionary
than first constructing the list of keys()?
6.13. Can Python be compiled to machine code, C or some other language?
6.14. How does Python manage memory? Why not full garbage collection?
6.15. Why are there separate tuple and list data types?
6.16. How are lists implemented?
6.17. How are dictionaries implemented?
6.18. Why must dictionary keys be immutable?
6.19. How the heck do you make an array in Python?
6.20. Why doesn't list.sort() return the sorted list?
6.21. How do you specify and enforce an interface spec in Python?
6.22. Why do all classes have the same type? Why do instances all have
the same type?
6.23. Why isn't all memory freed when Python exits?
6.24. Why no class methods or mutable class variables?
6.25. Why are default values sometimes shared between objects?
6.26. Why no goto?
6.27. How do you make a higher order function in Python?
6.28. Why do I get a SyntaxError for a 'continue' inside a 'try'?
6.29. Why can't raw strings (r-strings) end with a backslash?
6.30. Why can't I use an assignment in an expression?
----------------------------------------------------------------------------
7. Using Python on non-UNIX platforms
7.1. Is there a Mac version of Python?
7.2. Are there DOS and Windows versions of Python?
7.3. Is there an OS/2 version of Python?
7.4. Is there a VMS version of Python?
7.5. What about IBM mainframes, or other non-UNIX platforms?
7.6. Where are the source or Makefiles for the non-UNIX versions?
7.7. What is the status and support for the non-UNIX versions?
7.8. I have a PC version but it appears to be only a binary. Where's
the library?
7.9. Where's the documentation for the Mac or PC version?
7.10. How do I create a Python program file on the Mac or PC?
7.11. How can I use Tkinter on Windows 95/NT?
7.12. cgi.py (or other CGI programming) doesn't work sometimes on NT or
win95!
7.13. Why doesn't os.popen() work in PythonWin on NT?
7.14. How do I use different functionality on different platforms with
the same program?
7.15. Is there an Amiga version of Python?
7.16. Why doesn't os.popen()/win32pipe.popen() work on Win9x?
----------------------------------------------------------------------------
8. Python on Windows
8.1. Using Python for CGI on Microsoft Windows
8.2. How to check for a keypress without blocking?
8.3. $PYTHONPATH
8.4. dedent syntax errors
8.5. How do I emulate os.kill() in Windows?
8.6. Why does os.path.isdir() fail on NT shared directories?
8.7. PyRun_SimpleFile() crashes on Windows but not on Unix
8.8. Import of _tkinter fails on Windows 95/98
8.9. Can't extract the downloaded documentation on Windows
8.10. Can't get Py_RunSimpleFile() to work.
8.11. Where is Freeze for Windows?
8.12. Is a *.pyd file the same as a DLL?
8.13. Missing cw3215mt.dll (or missing cw3215.dll)
----------------------------------------------------------------------------
--
----------- comp.lang.python.announce (moderated) ----------
Article Submission Address: python-announce(a)python.org
Python Language Home Page: http://www.python.org/
Python Quick Help Index: http://www.python.org/Help.html
------------------------------------------------------------
1
0
This is the first public announcement of a generalized extension which
lets you run Python scripts from Tcl, or Tcl from Perl, or any of the
other combinations.
Minotaur works by loading the appropriate shared library into another
script language's context. So, for example, running Tcl from Python
means that the Python main program imports the Minotaur extension, which
in turn loads the Tcl libraries - thus Tcl becomes "embedded" into the
Python runtime environment (which is similar to embedding Tcl in a
normal C program). As involved as that sounds, performance is already
surprisingly good, and the capability is turning out to be quite useful.
Minotaur 0.1 is an alpha level release, meaning: it works, aside from a
few quirks (see below), and bugs, but its API and implementation might
still change in incompatible ways in future releases.
An example, embedding a Tcl script in Python:
import Minotaur
Minotaur.initTcl()
print Minotaur.Tcl("expr {1111 + 2222}")
Minotaur.Tcl("""
set result "Tcl version [info patchlevel]"
Python "result = '$result'"
""")
print result
As you can see, a value is returned either directly (only if it's an
integer), or by using a reverse embedding, i.e. executing a Python
statement from the embedded Tcl system. Also, this shows how tricky
quoting could get once you start mixing languages in this manner. And
last but not least, note that the different language contexts are
separate: the two "result" variables used above are not related in any
way (one for Tcl, one for Python). Also, Minotaur does not yet let you
share data, it merely lets you evaluate scripts (and copy things).
Now the gotcha's, quite a list of them right now:
- You need shared libraries to use Minotaur. Standard installations,
especially of Perl and Python, do not always include these. The
Minotaur homepage has some info on rebuilds you might need to do.
- Tcl/Python can call Perl but to get results back, I had to introduce
a secondary shared library, dynamically bound to the Perl runtime.
- There is currently no other interface than evaluating a single string.
Passing int/string/whatever args efficiently is planned for later.
- The Minotaur extension has only been tested for Linux and Windows, but
is built in a way which should also work on the Mac, and on all Unix
systems, even those which do not support back-linking in shared libs.
- Minotaur uses some global data; it's not yet re-entrant / thread-safe.
As a matter of fact, Minotaur is still totally ignorant of threads.
- I have not yet succeeded in getting Minotaur working on the Mac, and
ran into problems when trying to launch Tk from Python (Win/Linux).
- The current release does not include any Minotaur binaries, you may
have to do quite a bit of tweaking to get this stuff to work for you.
One of my plans is to substantially simplify deployment of all this.
And here's the fun part of things:
- Minotaur uses Forth as low-level "super-glue" language. This offers
the ability to deal with all the inevitable "impedance mismatches"
which will occur when crossing widely different software designs.
Also, this can be done without compilation (and often portably).
- Timing tests indicate that the overhead of calling through Minotaur
is very low, when the necessary symbol lookups are done in advance.
The C-based Forth in here uses pForth, and includes quite a bit of
standard ("ANS") Forth for now, though this may change in the future.
- The Minotaur extension is loadable from Perl, Python, and Tcl, 'cause
it exports initialization calls for each of them. This is essential,
since the embedded language needs to reopen the extension to gain
access to the same Forth context as the one which loaded it (this is
how each embedded language can call back into its parent context).
- Forth primitives have been defined which can open, lookup, and locate
routines exported from shared libraries. Due to the flexibility and
performance of Forth, everything else needed to embed one language in
the other is done in Forth, i.e. at run time. Forth has no idea that
it is being used to tie scripting languages together, for example.
- Minotaur, and these shared library access functions have been tested
on Linux, Windows, and Mac (partially). The Forth code needed to
implement such language bindings differs only in pathnames, so far.
- But this is only the tip of the iceberg, really. Proof-of-concept
bindings have also been created for Java, MS COM, Lua, ICI, and PHP.
Minotaur is a spinoff of my long-term "TinyScript" project and is open
source, with a BSD-style license (do whatever you like with it, just
leave the copyright attributions intact, and don't sue me). Minotaur
was written to see how far one could go in bringing scripting worlds
together, and to help me tie my own extensions into a range of languages
without having to write a whole range of interfaces. It hasn't met this
goal yet, but my hope is that it will be of use to others and that a
number of language experts will extend and improve the mechanism so it
works well with all of them.
Minotaur has sort of a homepage here:
http://mini.net/pub/ts2/minotaur.html
A mirror copy of my working area is being tracked here:
http://mini.net/pub/ts2/ (a.k.a. ftp://mini.net/pub/ts2/)
And a snapshots of the whole area was recently created as:
http://mini.net/pub/ts2-19990704.tar.gz
There is no documentation, release 0.1 is a "use the source Luke" kind
of project, but if you would like to try this out - or better still:
participate in whatever way you like - feel free to subscribe to the
Minotaur mailing list, by sending an email to minotaur-add(a)mini.net.
There are a handful of subscribers now, with just a few outbursts of
discussions of where to take this, so far. Which, at this stage, is
still a very open-ended question, IMO.
Comments, suggestions, praise, but especially offering to help with
whetever aspect of Minotaur you'd like to improve are most welcome.
Language and platform bashing - yawn - will be redirected to /dev/null.
If you wish to help lower language barriers, so that more code can be
re-used, more interfacing problems can be solved, and perhaps one day
even generic extensions can be written which serve multiple contexts,
please have a look at Minotaur and consider helping to make it happen.
One interesting option, would be to create a binding in SWIG which
generates the low-level glue to Forth, as well as language-specific
wrappers. The key advantage is that this could let SWIG be used
entirely as a run-time tool, with no compiler/compilation in sight
(assuming the target library exists in shared library form, that is).
-- Jean-Claude Wippler <jcw(a)equi4.com>
P.S. This announcement was posted to a range of newsgroups, but was not
crossposted to avoid serving as flame bait for YAFLC (Yet Another
Fruitless Language Comparison). The list of newsgroups is:
comp.lang.forth
comp.lang.misc
comp.lang.perl.moderated
comp.lang.python
comp.lang.tcl
It's a lotta posting for such an early project, but that's because
there seems to be no established "intra-lingual" newsgroup for
this stuff.
<P><A HREF="http://mini.net/pub/ts2/minotaur.html">Minotaur 0.1</A> -
run Python scripts from Tcl, or Tcl from Perl, or any of the
other combinations. (06-Jul-99)
--
----------- comp.lang.python.announce (moderated) ----------
Article Submission Address: python-announce(a)python.org
Python Language Home Page: http://www.python.org/
Python Quick Help Index: http://www.python.org/Help.html
------------------------------------------------------------
1
0
07 Jul '99
Apparently more people are using my software than I realized :-)
The new location for my stuff (short descriptions follow) is:
http://starship.python.net/crew/neale/src/
(Which is probably where it should have been in the first place.)
For those keeping track, the major offerings are:
whiz -- html forms tool for creating "wizards" (anyone want to
integrate this into bobo? I hear they're looking for one.)
html.py -- some classes for generating HTML, in the spirit of HTMLgen,
but all in a single file, and it spits out indented code.
phonebook -- HTTP to LDAP gateway; makes a web server look like RFC
1959; also provides nice web output and homepage
redirection. See http://ldap.lanl.gov/ for a live demo.
other stuff -- IRC class for writing bots and clients, an interactive
choose-your-own-adventure CGI, and some other
non-pythonic toys.
Enjoy
Neale Pickett
<P><A HREF="http://starship.python.net/crew/neale/src/">Misc. HTML tools
(new location)</A> - whiz, for creating HTML "wizards"; html.py,
for generating HTML; phonebook, a HTTP to LDAP gateway; IRC bot
classes; etc. (07-Jul-99)
--
----------- comp.lang.python.announce (moderated) ----------
Article Submission Address: python-announce(a)python.org
Python Language Home Page: http://www.python.org/
Python Quick Help Index: http://www.python.org/Help.html
------------------------------------------------------------
1
0
If you're planning to attend this year's O'Reilly Open Source Software
Convention in Monterey, CA, August 21-24 (covering Perl, Apache,
Linux, sendmail, Tcl/Tk, Python, as well as an Open Source business
track) , you'll probably want to register soon -- discounts of up to
$200, as well as an exclusive Open Source Convention T-shirt, apply
ONLY to registrations before July 15th.
Hope to see you there!
For more information, or to register, see:
http://conferences.oreilly.com
Simone Paddock
O'Reilly & Associates
101 Morris Street
Sebastopol, CA 95472
simone(a)oreilly.com
--
----------- comp.lang.python.announce (moderated) ----------
Article Submission Address: python-announce(a)python.org
Python Language Home Page: http://www.python.org/
Python Quick Help Index: http://www.python.org/Help.html
------------------------------------------------------------
1
0
Updated documentation for Python 1.5.2 is now available. The online
version is available at:
http://www.python.org/doc/
Archives of the documentation in HTML, LaTeX, PDF, and PostScript
formats are available at the same location, and may also be downloaded
via FTP from:
ftp://ftp.python.org/pub/python/doc/
If you have any questions or comments on the documentation, please
send email to:
python-docs(a)python.org
Many additional modules have been documented (22 more!). Many small
improvements have been made to other parts of the documentation as
well. The following modules are now documented:
asyncore dl sched
chunk fpformat SimpleHTTPServer
cmp htmlentitydefs statcache
cmpcache mutex statvfs
codeop new sunau
curses nis SUNAUDIODEV
dircache pty tty
dl rlcompleter
Windows users: If you installed Python using the installer rather
than by building from source, you can get the updated documentation by
downloading the HTML archive and unpacking it into the "Doc" directory
of your installation.
Most of the new sections were contributions from the Python
community; your help makes the Python documentation some of the best
available for any free programming language!
Enjoy!
-Fred
==
Fred L. Drake, Jr. <fdrake(a)acm.org>
Corporation for National Research Initiatives
<P><A HREF="http://www.python.org/doc/">Updated Python 1.5.2
documentation</A> - with 22 additional modules documented and
many small improvements. (06-Jul-99)
--
----------- comp.lang.python.announce (moderated) ----------
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Python Language Home Page: http://www.python.org/
Python Quick Help Index: http://www.python.org/Help.html
------------------------------------------------------------
1
0
I've created a patch release for ExpectPy which fixes some Linux
bugs and build problems.
I have also moved the ExpectPy webpage to Starship Python:
http://starship.python.net/crew/arcege/ExpectPy/
The old URL points to the new location. The author's email address
is arcege(a)shore.net.
Note: Expect does not support Tcl 8.1 (and is expected to support
Tcl 8.2 instead); the regular expression engine and interface in
Tcl 8.1 changed making Expect and ExpectPy unusable with that
release. This may cause problems when compiling ExpectPy with
earlier versions of Tcl, and compiling Tkinter with Tcl/Tk 8.1.
-Arcege
Changes since 1.8:
* Linux has different mechanisms for extended CBAUD and for when a
terminal detects EOF (the error EIO is returned).
* Add helper macros to the code for better readability.
* Make the C code more compilable (K&R C).
* Fix various build issues.
* Add a new option to the configure script to force using static
libraries.
* Beta releases of Python include a "bN" in the version string,
strip this inside the configure script.
* Handle searching for the pthread library.
* Make some minor changes for using Tcl 8.1 in a later release.
* Change the ask.py example to use the new stty method instead of
termios (which I find is not compiled on many systems).
* Fix a bug where setattr of the settings object could receive a NULL.
<P><A HREF="http://starship.python.net/crew/arcege/ExpectPy/">ExpectPy
1.8.2</A> - Python adaptation of Don Libes's "Expect" library for automation
of interactive UNIX processes. (05-Jul-99)
--
----------- comp.lang.python.announce (moderated) ----------
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Python Quick Help Index: http://www.python.org/Help.html
------------------------------------------------------------
1
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