Dive Into Python
However, from time to time, you can find a programming language book that stands apart. You can tell from the way the author writes, the topics s/he covers, the unique presentation style and insight that s/he brings that the book is a labor of love. These books enjoy placement on the shelf closest to my desk -- that is, if they're not propped open beside my computer. Dive Into Python is such a book.
One thing that sets Dive Into Python apart from many other programming language books is that its author, Mark Pilgrim, didn't originally plan to make any money from it. As we often say in Open Source circles, he simply had an itch and decided to scratch it. Mark explains this in a story on his weblog in the form of a dialog between him and his manager after showing him a rough 20-page draft:
Manager: "This is really good. You could probably make some money off this someday."
Mark: "Maybe, but I'm not going to. I'm giving it away for free."
Manager: "Why would you do that?"
Mark: "Because this is the way I want the world to work."
Manager: "But the world doesn't work that way."
Mark: "Mine does."
First released in late October 2000 and published in online and downloadable forms under the GNU Free Documentation License, Dive Into Python had grown in fits and starts until 2003, when Mark declared the project closed. Even as an unfinished work, it was held in such high regard by the Python community that developers consistently recommended it; it was also included with ActiveState's Python and FreeBSD's ports distributions. When Mark announced that Apress had decided to pay him to finish the book and publish it, it became the most-anticipated book on Python ever. Even better, Apress has been gracious enough to allow Mark's world to work way it always has: Dive Into Python is still available for free download and is still under the GNU FDL.
What's in Dive Into Python
Many programming language books follow what I like to call the "Computer Science 101 Format", with the first few chapters devoted to covering basic concepts that any moderately experienced programmer already knows. Whenever I leaf through such a book and encounter a chapter that tries to reintroduce me to data types, looping or branching, I feel cheated; I'm essentially paying for a big chunk of book that I'll never read. If you've ever been annoyed by such filler, you'll find Dive Into Python a refreshing change. Rather than wasting time and trees devoting whole chapters to rehashing Computer Science 101, Mark chose to build each chapter after the first around a program that illustrates a number of Python features and programming techniques.
The programs upon which Dive Into Python's chapters are based strike a carefully-maintained balance. They are rich enough to illustrate a number of points and be the basis for some "real world" code, yet small enough to be comprehensible tutorials. For example, chapters 2 and 3 are based on "Your First Python Program", which is a mere six lines of code. However, in those six lines, you are introduced to function declarations, documentation strings, objects and their attributes, importing modules, Python's indentation rules, the "if __name__" idiom, dictionaries, lists, tuples, string formatting and list comprehensions. Within the first hundred pages, a point where many books are re-acquainting you with the "else" keyword, Dive Into Python covers the aforementioned topics as well as Python's reflection capabilities, list filtering, the "and-or trick", lambda functions, OOP and exception handling, all with enough thoroughness to be useful. After reading Dive Into Python, you may have trouble reading other programming language books because they'll seem glacially slow and fluff-laden in comparison.
For the first two-thirds of the book, Mark continues with this approach, presenting a program and then analyzing it to see what makes it tick, teaching Python and oftentimes a programming technique along the way. Each program covers useful tasks that you're likely to run into while programming and does so in an interesting way. At the same time, concepts are introduced in a way that makes sense. For instance, chapter 4 covers two topics that mesh together quite well -- exceptions and file handling -- and it does this by exploring an interesting application: a program that displays the ID3 tag information about each file in your MP3 collection. Later chapters explore regular expressions, HTML and XML processing and Web services. By the time you've finished the first two-thirds of Dive Into Python, you'll have been introduced to enough Python to start writing a wide array of "real world" applications. The book might have benefited from having a chapter covering database access, a task that's at least as common or as useful as accessing Web services, but that's a minor complaint.
While the first two-thirds of the book concerns itself with helping the reader become a Python programmer, the final third is about elevating Python programmers above mere competence. It covers useful topics (albeit rarely-covered in language books) such as refactoring and performance optimization as well as ones that may be new to even some experienced programmers: unit testing, functional programming and dynamic functions. Each chapter in this section is still based on an example program, but rather than analyzing a completed program, its evolution is traced. Although you can get by as a Python programmer without ever reading the material in this section, you'll be a much better one for having done so.
In keeping with the spirit of Python, Mark writes the chapters to present the material as completely and clearly as possible without extra clutter. If there's any additional material that doesn't apply directly to what he's trying to explain, he provides references or links to that material rather than attempting to "fatten up" the book.
The book's long gestation period, assisted by years of reader feedback and James Cox's editing has paid off. It doesn't have the rushed feel that many language-of-the-moment books have (especially the ones written by an army of authors, each one taking a chapter). As far as I know, there isn't any of the sloppiness that pervades many programming books these days, save one instance of the popular typo "teh" (and really, what truly 1337 book doesn't have one of these?).
Mark is aware that Python is likely not to be the reader's first programming language; it's more likely to be some descendant of ALGOL (or more precisely, a language that borrows heavily from either C or BASIC). He also knows that many programmers tend to misapply techniques from the languages with which they're familiar to the language they're learning. With these in mind, he's taken great care to introduce Python idioms as soon as possible. If you follow his advice, you'll be writing "real" Python and taking advantage of what the language has to offer rather than just writing Python-flavored version of whatever programming language you're most comfortable with.
Dive Into Python's Audience
The "user level" specified on the back cover of this book says "Beginner - Intermediate", which I feel is a little misleading. As I mentioned earlier, the book takes great care not to rehash topics with which programmers with some experience are already familiar and is written with the assumption that the reader is proficient in at least one object-oriented programming language. I think many programming novices would be overwhelmed with the speed with which Python features are introduced.
Experienced programmers, whether they are new to Python or are fluent with the language will benefit the most from the book. One programmer I know works with Python daily and and even submitted a patch to wxPython; even he said that Dive Into Python showed him things about Python that he never knew. If you're tired of books aimed at "Introduction to Computer Science" students, you're going to love this book. This doesn't mean that people who don't normally program can't benefit from the book: Joi Ito, who is a tech entrepreneur and not a programmer, learned enough from Dive Into Python to put together jibot, a bot for the IRC channel that bears his name. If you're new to programming, you might want to make Dive Into Python your second book or supplement it with an introductory text such as Apress' own Practical Python, O'Reilly's Learning Python or the free online book How To Think Like a Computer Scientist (the Python edition).
ConclusionDive Into Python may be one of the thinnest programming language books on my shelf, but it's also one of the best. Whether you're an experienced programmer looking to get into Python or grizzled Python veteran who remembers the days when you had to import the string module, Dive Into Python is your "desert island" Python book. If you're new to programming but have heard all the wonderful things about Python, make sure that this is the second programming book you read. My congratulations to Mark Pilgrim on an excellent book and authorial debut!
(Remember, you don't have to just listen to my effusive praise. Dive Into Python is available for free at diveintopython.org. Read it for yourself and if you like it, vote with your dollar!)
You can purchase Dive Into Python from bn.com. Slashdot welcomes readers' book reviews -- to see your own review here, read the book review guidelines, then visit the submission page.
Dive Into Mark. Lots of interesting/useful stuff.
Here's a good link to diveintopython.org. The one at the end of the review is horked.
With perl, you can learn all that with 6 characters.
I have been waiting a long time ti find a book like this. It is a breath if fresh air. Similar (as far as fresh air goes, not writing style) to the Head First series. While the Oreilly 'animal' books take up most of my shelf space, this one will find a place there too.
My
It's the first thing I recommend to read after the official python tutorial to my co-workers who are just starting to learn python.
This book, Python in a nutshell, and the online python library reference are the 3 tools that I always recommend for python newbies
If writing a book like that could get me $60K a year kind of job, I'd write one for free too.
(I hope the author makes enough money - I just want to point out a possible reason for doing that kind of thing).
From the article I noticed one interesting thing - his world didn't quite work out until that company chipped in some money for him to finish the thing.
The same is with music and software - if it weren't for companies and/or sponsors....
Just in case the site crashes, you should be able to get the book via eMule( "diveintopython" the current version is 5.4.)
strange that this article should pop up today when just last night, i was digging through the local barnes & nobles looking for a good python book and went home with nothing more than another work of fiction.
i've been meaning to get further into computer programming than the basic knowledge i already have, and this book seems worthy of a purchase. i have suffered through quite a few "intro" books that do little more than teach how to code math equations and silly text manipulations.
what i am really in need of is either a series of problems to be solved (with solutions, natch) or a good book suggestion that actually makes me want to write programs.
the how-to books are easy, but i tend to get bored with huge compilations of instructions pretty quickly. perhaps what i need is a good "why-to" book. any suggestions?
-knowles
Python is great very robust, easy to use, and capable to do a lot of things quickly. I also know that Mark is a great guy. I have sent him emails on trouble I have had on things and he has given great responses to them. Very upstanding guy. All blessings to Mark Pilgrim and his contribution to OSS with Python.
...and got covered in spam. ...bloody vikings
no
A few years back I needed to develop a program to download all of UserFriendly's archives (ok need is a strong word but thats not important). At the time I was familiar with the normal languages; java, C, C++, etc. I had heard about Python and figured this was something I could use to learn it.
I was blown away. Having never touched the language within a couple of hours of going through the online documents I had picked up enough to write the full script. Once that was done I didn't want to stop. I found Python to be an absolute wonderful language that made programming fun again. Since then I've written my fair share of Python apps to do nearly everything. Infact anytime I need a program that I can't quickly find or isn't out of it's realm, it gives me an excuse to use Python. A lot of the time I lookup a way to do something and sit there smiling to myself going "now thats freaking cool".
I haven't read this book, but from my experience Python is an awesome language. I'm sure the Perl people feel the same way about their language. To me Python feels clean, flexible and productive. Most importantly its fun.
can't sleep slashdot will eat me
For all of you who still haven't seen it, I strongly recommend this 'propaganda' gem from the Python community:
Video: Introducing Python
Features GvR, ESR, etc.
It's so bad it hurts. You'll want to show it to all your friends.
A message from the system administrator: 'I've upped my priority. Now up yours.'
As an author of one of those "bookends," I'd have to assume that AccordianGuy has never written one. The money is certainly not a huge draw -- it's not enough to live on, for sure. I can't speak for all authors, but for me, it was an opportunity to do two things that I love - play with one of my favorite programming languages, and write. Perhaps it really is crap, but at least I enjoyed writing it!
The developer of gmailfs wrote it in Python. He claims it is his first jump into Python, and apperently he learns fast--two days from zero Python knowledge to a working prototype of gmailfs. Odds are decent that he learned from this book. If everything people are saying about Python is true, I might have to give it a go. I can already tell from Chapter 2 of this book that it's my kind of programming guide, so I shouldn't have any trouble.
$ whatis themeaningoflife
themeaningoflife: not found
I wasn't a Python Zealot(tm) until I tried it... in fact, just the opposite.
When I heard about the whitespace-is-significant, I had nightmarish flashbacks of MVS JCL (thoughts of which still cause me to twitch uncontrollably). As such, I refused to even look at Python seriously for quite some time.
However, that being said, once I actually did get over my (admitted) prejudice and gave it a serious test - it earned an official "WOW", something which few languages have ever done for me. Never mind that I was as productive while just learning Python as I am as an expert in any of the other languages I use regularly.
Now, I'm an official convert. Python gives you all the tools you need, but never forces you to use the wrong one for the job.
All I need to do now is find a shop that actually uses Python...
Hofstadter's Law: It always takes longer than you expect, even when you take into account Hofstadter's Law.
e.g, look at this super-terse, but still legible, sub-array code:List comprehensions are another great feature:This is so amazingly compact when compared with list processing in Java or C++.
Anyhow, hats off to Guido Van Rossum for such a great language. I'll have to check this book out... I've been using the python cookbook (OReilly) and the documentation on the site almost exclusively...
std::disclaimer<std::legalese> sig=new std::disclaimer; sig->dump(); delete sig;
Funny, I have been reading both the online version and the print version over the weekend.
It is in many ways an excellent book, but geared towards more experienced programmers than I. The style is readable, but the program illustrating introspection (chapter 4 I believe) is really hard to get into. Mark could have chosen a better example.
I particularly liked the way that Pilgrim annotated the code. He started out a chapter with the raw code, broke them into blocks with annotations and then concluded the chapter with a review.
The approach of these diveinto books is to introduce unfamiliar concepts and then dissect them one by one. My only complaint is that sometimes he introduces a lot of things all at once. It would have been better (though less succinct) to use more examples with fewer concepts thrown together all at once. On the other hand, I can appreciate the succinctness of the example programs by presenting them without first dumbing them down. The good thing about diveintopython is that it helped me to read a program pretty easily --although that doesn't imply that I can apply this knowledge..Give me another week or two:) The key question is at what point do I feel like coding on my own? I tried the examples in chapters 1 and 2, and then didn't feel like I could start coding until I finished the first 8 chapters. (and am slowly getting the hang of it).
Interestingly, when I started out, I found that I was referring to Oreilly's Python in a Nutshell more and more. Didn't look that user friendly at first, now seemingly more useful.
My sense is that programming is a matter of incremental mastery. (First read Fun with Dick and Jane, then read Wizard of Oz, then Melville, then Shakespearean sonnets). This book starts out by throwing out the Shakespearean sonnets at us and then explaining piece by piece until we have a sense of the whole.
Guido von Rossum's tutorial is more of a stepping stone approach, though the example code is more academic than practical.
One advantage of the online book: great hyperlinked references to Rossum's tutorial and other sources.
Despite my griping, this was still a good instructive read (though challenging). And way to go Mark for putting this online for free!
Robert Nagle, Idiotprogrammer, Houston
--Jon
Cleanstick.org: Dumb weblog about nothing
I think someone should write us a Dive into zope book with the same quality as Dive into python!
Fat language books are just, well, fat. I learned 98% of FORTRAN IV from a book about .75" thick, and my ALGOL 68 book is even thinner. It takes very little space to thoroughly introduce the programmer to Modula or Icon. Even COBOL books don't have to be wordy even though most COBOL code is.
When I see a slender volume sitting among the telephone-directory-sized tomes, I usually pick it up on the assumption that it should be good if it's so lean. I am not often disappointed.
(I just realized that LISP books *all* tend to be rather slender. McCarthy, Siklossy, and Steele all managed to say quite a lot in very little space. Hmmm.)
So I'd heard about Python and that it was good, so (since I like the process of learning new languages) I decided to try rewriting the scripts in python. In about two days I had them doing everything the perl had done and the added functionality as well and with remarkably few bugs.
Eventually I went back to add on more functionality and "Lo!" I had no trouble reading my Python code and even better adding in the new stuff was simple.
The biggest problem with Python has been the lack of a good book, I'll be considering "Dive into Python" carefully - being in the education biz I'm looking for a really good Python book for students.
>>... one gets the feeling that its primary purpose is to allow the author to make some payments on a car or mortgage...
Geez, how did some people become so naive? Just figuring out that professional authors write for money? And you're offended by it?
-- Slashdot: When Public Access TV Says "No"
Mark Pilgrim works down the hall from me. I had no idea he wrote this particular book.
Small world.
here is a mirror
I've been programming pretty much exclusively in python lately - but as my programs have become more advanced the downsides are becoming more obvious. I ended up writing a python extension in C (painful when you've been programming in python). Specifically, you can't compile python - and interpreted it's just too slow for anything computationally expensive. Also you have to load the interpreter, (or embed w/extra modules) it's slow and uses more memory than it should.
PyObjC is a start, but the little differences in how things are implemented between Python and Objective C makes using it a bit difficult to learn. Plus it's mac-only. Pyrex looks interesting but I've yet to try it. PyPy seems to have been in development forever.
For starters, I think the distutils module needs an option to produce a package/binary that is runnable on any similar machine whether python is installed or not.
Python is amenable to a variety of programming styles, is very readable, has well developed libraries, and is quick to write. But I've found myself wanting more than it can deliver, in terms of raw speed and number-crunching power, and even occasionally the need for typing and assignment by reference. I hope they find some way to deliver it someday, or make a language that retains the ease and efficiency of python but is also compilable.
---If you can't trust a nerd, who can you trust?
...you would expect to go more like this:
/ 22 5217
"...a dialog between him and his manager after showing him a rough 20-page draft:
Manager: "This is really good. You could probably make some money off this someday --
but you did it while employed by us, so now it belongs to us.
Cough up the rest.
You have a month."
http://yro.slashdot.org/article.pl?sid=04/08/03
If you use ActiveState's free distribution of Python for Windows, ActivePython, the electronic version of Dive into Python is included in the documentation file under "Helpful Resources". Very handy!
Read my blog.
Using Tkinter for a GUI is not as simple as I had hoped, but that's because the Python documentation doesn't cover much TK and I'm new to it - hence I need to learn that too.
If you like the more practical approach of books like this and always wanted to see what the fuss about Common Lisp is all about, then Practical Common Lisp is for you. The book isn't finished yet, but some chapters are already online for review.
Learn CL while writing a flexible MP3 database, a spam filter or a generic parser generator for binary files. How about a streaming MP3 server or a unit test framework? It's all in there without the boring stuff, which usually accompanies books like these.
-- The plural of 'anecdote' is not 'data'.
So here's the contents page from Google's cache:-
Dive Into Python Table Of Contents
there's py2exe... but that's just an executable with the python interpreter and all necessary modules and code included, IIRC.
---If you can't trust a nerd, who can you trust?
You guys discovered mod_python ?
Which now comes with PSP. That is, server side web scripting using
Python as the language. Similar in spirit to PHP, just using Python.
Amazingly much more fun than PHP.
Reading them, one gets the feeling that its primary purpose is to allow the author to make some payments on a car or mortgage.
Unless we are talking about a book that really interests a LARGE portion of the geeks out there, the above statement is really missing the point. I don't know any technical book authors who do it for the money. I am certainly not writing for the money. Royalties are nice, but they are really small in the end, especially when you consider the time and effort that you put in writing technical books. In addition, think about the 'life expectancy' of a book that covers a technical topic - not much longer than firefly's.
Long story short, one doesn't write this type of stuff to make money, and Mark certainly didn't write Dive into Python for $$$ - I've had it bookmark in my Simpy account (URL in sig) for 6+ months now. I just wanted to get this straight, so there is no confusion. This may also be interesting to those considering writing a book on a technical topic.
Simpy
why didn't the author think to utilize NYU's Coral content distribution network (covered here on /. just a couple weeks ago) to keep the bandwidth off diveintopython.org? Now it's too late, since Coral can't access the site to get it in the cache.
--Justin
Try SWIG, or PyRex, or Boost Python
I started with SWIG, and eventually decided it was easier to just write my one function myself instead of trying to learn all the ins and outs of swig. I didn't discover pyrex 'til later, and haven't really looked into boost.
compiled to byte code and then executed in a VM
Then I'd prefer that it not require a VM.
If you think it's to slow because it's not native the same goes for Java and C#.
Correct.
to point out that saying "it's too slow" without qualification is an old, tired, and disproven argument
The inner loop of my program as written in python was too slow for my purposes, therefore I rewrote it in c. Possibly I could have sped things up using some of the tricks I used to get around the lack of dicts in c to speed up the python problem as well - maybe I'll try it sometime, but I'm pretty much done with that program.
For the record, I think that saying "It's fast enough with modern machines" is a patently untrue argument that I hear far too often with less efficiently executed/compiled languages (Haskell for instance); a program may not be performance-demanding, but it will still be using system resources that are frequently in short supply.
what SPECIFICALLY are you talking about
That if I want to put a python program on a different computer than my own I have to either a) ensure that python and the necessary modules are already installed and are of the correct versions or b) install python of the correct version and necessary modules (often not an option) or c) make a distribution that includes all necessary modules, up to and including the standard ones, via freeze or bundlebuilder or py2exe.
That last option is not bad - it allows you to make single executable binaries/apps. I was under the impression it worked somewhat differently from that based on prior versions.
By computationally expensive, I mean analyzing many genomes for repetitions, and recording their frequency by distance and length, over a hundred times each. Hence the need for the inner loop to be as fast as possible, as most genomes took a about a day to process even with my c routine - when it was written in python they would have taken over a week each.
typing
What I meant to say was compile-time rather than run-time type-checking, i.e. there's no way to declare what type an argument should be and have inconsistencies be caught before you run.
---If you can't trust a nerd, who can you trust?
http://www.artfiles.org/freebsd.org/distfiles/dive intopython/diveintopython-pdf-5.4.zip
It's probably flamebait, but here goes...
Instead of working for the man, Mark did what he wanted to do. Now the 'FLOSS-zealot' has written a well-respected book and the manager looks like a selfish loser.
I'd rather be a well-respected author than a manager with no imagination.
Seems like Mark decided to be the change he wanted in the world. Good for him.
My father is a blogger.
Drooling to give it a read, but can't get to the site? The previous link was to a version from 2002. If you go to google and search for anything along the lines of "diveintopython_5.4.orig.tar.gz" you'll find the May 20th, 2004 version is on many linux distro sites. Enjoy!
As a small and simple tutorial guide I've enjoyed this book.
Python: Visual QuickStart Guide
ISBN:0201748843
Peachpit Press
Most of the examples are for the command line. This will encourage you to experiment and play. Creative play is where good programmers come from. It's not going to teach you how to write a big app or become a graphics wizard. It's certainly not suitable as your only reference book. It will give you an excellent introduction to the language in simple prose. It's small, lightweight, inexpensive and brief. It'll get you started, and you'll occasionally go back to it when you want a simple understandable explanation of a concept. I've bought some other tomes that weigh 10 times as much, cost 3 times and came with a CD, that aren't as useful. I like it, maybe it'll help you. I suspect it would be ideal for anyone who has trouble with english.