NAME

       PDL::Course - A journey through PDL's documentation, from beginner to advanced.

AUTHOR, DATE

       This is written by David Mertens with edits by Daniel Carrera.

Preface

       PDL's documentation is extensive. Some sections cover deep core magic while others cover more usual
       topics like IO and numerical computation.  How are these related? Where should you begin?

       This document is an attempt to pull all the key PDL documentation together in a coherent study course,
       starting from the beginner level, up to the expert.

       I've broken down everything by level of expertise, and within expertise I've covered documentation,
       library, and workflow modules. The documentation modules are useful for what they tell you; the library
       modules are useful for the functions that they define for you; the workflow modules are useful for the
       way that they allow you to get your work done in new and different ways.

Introductory

       If you are new to PDL, these documentation modules will get you started down the right path for using
       PDL.

   Documentation
       Modules that tell you how to start using PDL.  Many of these are library modules technically, but they
       are included when you "use PDL", so I've included them for their documentation.

       After the first three, most of the docs listed below are rather dry. Perhaps they would be better
       summarized by tables or better synopses. You should at least scan through them to familiarize yourself
       with the basic capabilities of PDL.

       •   PDL::Philosophy, PDL::QuickStart

           A couple of brief introductions to PDL. The second one is a bit more hands-on. If you are new to PDL,
           you should start with these.

       •   PDL::Basic

           Covers basic piddle-creation routines like "sequence", "rvals", and "logxvals" to name a random few.
           Also covers "hist" and "transpose".

       •   PDL::Ufunc

           Explains a large collection of built-in functions which, given an N-dimension piddle, will create a
           piddle with N-1 dimensions.

       •   PDL::NiceSlice

           PDL came of age right around the turn of the millennium and NiceSlice came on the scene slightly
           after that.  Some of the docs still haven't caught up.  NiceSlice is the 'modern' way to slice and
           dice your piddles.  Read the Synopsis, then scroll down to The New Slicing Syntax.  After you've read
           to the bottom, return to and read the stuff at the top.

       •   PDL::Primitive

           Defines a whole slew of useful built-in functions.  These are the sorts of things that beginners are
           likely to write to the list and say, "How do I do xxx?"  You would be well on your way to learning
           the ropes after you've gotten through this document.

       •   Selections from PDL::Core

           Like PDL::Primitive, defines a large set of useful functions.  Unfortunately, some of the functions
           are quite esoteric, but are mixed in with the rest of the simple and easy ones.  Skim the whole
           document, skipping over the complicated functions for now.  I would point out in particular the
           function "approx".

   Workflow
       •   The perldl or pdl2 Shell

           The Perldl Shell is a REPL (Read-Evaluate-Print-Loop, in other words, a prompt or shell) that allows
           you to work with PDL (or any Perl, for that matter) in 'real time', loading data from files,
           plotting, manipulating... Anything you can do in a script, you can do in the PDL Shell, with instant
           feedback!

   Libraries
       •   PDL

           The main workhorse module. You'll include this in nearly every PDL program you write.

Normal Usage

       The sorts of modules that you'll likely use on a normal basis in scripts or from within the perldl shell.
       Some of these modules you may never use, but you should still be aware that they exist, just in case you
       need their functionality.

   Documentation
       •   PDL::Slices

           In addition to explaining the original slicing and dicing functions - for which you can usually use
           PDL::NiceSlice - this also covers many dimension-handling functions such as "mv", "xchg", and
           "reorder".  This also thoroughly documents the "range" function, which can be very powerful, and
           covers a number of internal functions, which can probably be skipped.

       •   PDL::Indexing

           This covers a lot of the deeper conceptual ground that you'll need to grasp to really use PDL to its
           full potential.  It gets more complex as you go along, so don't be troubled if you find yourself
           loosing interest half way through.  However, reading this document all the way through will bring you
           much closer to PDL enlightenment.

       •   PDL::IO

           PDL has quite a few IO modules, most of which are discussed in this summary module.

       •   PDL::Tips

           A collection of some of Tuomas's ideas for making good use of PDL.

       •   PDL::BadValues

           Explains what bad values are and how and why they are implemented.

       •   Selections from Inline::Pdlpp

           Although writing PDL::PP code is considered an Advanced topic, and is covered in the next section,
           you should be aware that it is possible (and surprisingly simple) to write PDL-aware code.  You
           needn't read the whole thing at this point, but to get some feel for how it works, you should read
           everything up through the first example.  A copy of this documentation is contained in
           PDL::PP-Inline.

       •   PDL::Objects

           Explains how to subclass a piddle object.

       •   PDL::Index

           This was discussed in the Preface. It is an automatically generated file that lists all of the PDL
           modules on your computer. There are many modules that may be on your machine but which are not
           documented here, such as bindings to the FFTW library, or GSL. Give it a read!

   Libraries
       •   PDL::Complex

           Complex number support.  No, PDL does not have complex number support built into the core, but this
           should help you out.

       •   PDL::FFT

           PDL's own Fast Fourier Transform.  If you have FFTW, then you should probably make use of it; this is
           PDL's internal implementation and should always be available.

       •   GSL

           PDL does not have bindings for every sub-library in the GNU Scientific Library, but it has quite a
           few. If you have GSL installed on your machine then chances are decent that your PDL has the GSL
           bindings.  For a full list of the GSL bindings, check PDL::Index.

       •   PDL::Func

           A somewhat uniform interface to the different interpolation modules in PDL.

       •   PDL::Bad

           Includes some basic bad-value functionality, including functions to query if a piddle has bad values
           ("isbad") and functions to set certain elements as bad ("setbadat" and "setbadif").  Among other
           places, bad values are used in PDL::Graphics::PLplot's xyplot to make a gap in a line plot.

       •   PDL::DiskCache

           A cool module that allows you to tie a Perl array to a collection of files on your disk, which will
           be loaded into and out of memory as piddles. If you find yourself writing scripts to process many
           data files, especially if that data processing is not necessarily in sequential order, you should
           consider using PDL::DiskCache.

       •   PDL::Char

           A PDL subclass that allows you to store and manipulate collections of fixed-length character strings
           using PDL.

       •   PDL::Image2D

           A whole collection of methods for manipulating images whose image data are stored in a piddle.  These
           include methods for convolutions (smoothing), polygon fills, scaling, rotation, and warping, among
           others.

       •   PDL::ImageND

           Contains a few functions that are conceptually related to image processing, but which can be defined
           for higher-dimensional data.  For examples this module defines high-dimensional convolution and
           interpolation, among others.

       •   PDL::ImageRGB

           Defines some useful functions for working with RBG image data.  It's not very feature-full, but it
           may have something you need, and if not, you can always add more!

       •   PDL::Transform

           Creates the transform class, which allows you to create various coordinate transforms.  For example,
           if you data is a collection of Cartesian coordinates, you could create a transform object to convert
           them to Spherical-Polar coordinates (although many such standard coordinate transformations are
           predefined for you, in this case it's called "t_spherical").

       •   PDL::Opt::Simplex

           This package states that it "implements the commonly used simplex optimization algorithm." I'm going
           to assume that if you need this algorithm then you already know what it is.

       •   PDL::Math

           A collection of fairly standard math functions, like the inverse trigonometric functions, hyperbolic
           functions and their inverses, and others.  This module is included in the standard call to "use PDL",
           but not in the Lite versions.

       •   PDL::Matrix

           Provides a few functions that use the standard mathematical Matrix notation of row-column indexing
           rather than the PDL-standard column-row.  It appears that this module has not been heavily tested
           with other modules, so although it should work with other modules, don't be surprised if something
           breaks when you use it (and feel free to offer any fixes that you may develop).

       •   PDL::MatrixOps

           Provides many standard matrix operations for piddles, such as computing eigenvalues, inverting square
           matrices, LU-decomposition, and solving a system of linear equations.  Though it is not built on
           PDL::Matrix, it should generally work with that module.  Also, the methods provided by this module do
           not depend on external libraries such as Slatec or GSL.

       •   PDL::Reduce

           Implements an interface to all the functions that return piddles with one less dimension (for
           example, "sumover"), such that they can be called by suppling their name, as a string.

   Workflow
       •   PDL::AutoLoader

           Enables Matlab-style autoloading.  When you call an unknown function, instead of complaining and
           croaking, PDL will go hunt around in the directories you specify in search of a like-named file.
           Particularly useful when used with the Perldl Shell.

       •   PDL::Dbg

           Declares the "px" function, which can be handy for debugging your PDL scripts and/or perldl shell
           commands.

       •   PDL::Options

           Suppose you define a powerful, versatile function.  Chances are good that you'll accept the arguments
           in the form of a hash or hashref.  Now you face the problem of processing that hashref.  PDL::Options
           assists you in writing code to process those options.  (You'd think Perl would have tons of these
           sorts of modules lying around, but I couldn't find any.)  Note this module does not depend on PDL for
           its usage or installation.

       •   PDL::pdldoc

           Ever fired-up the perldl shell just to look up the help for a particular function?  You can use
           "pdldoc" instead.  This shell script extracts information from the help index without needing to
           start the perldl shell.

Advanced Usage

       The sorts of modules and documentation that you'll use if you write modules that use PDL, or if you work
       on PDL maintenance.  These modules can be difficult to use, but enable you to tackle some of your harder
       problems.

       •   PDL::Lite, PDL::LiteF

           Lite-weight replacements for "use PDL", from the standpoint of namespace pollution and load time.

       •   Inline::Pdlpp

           This was mentioned earlier.  Before you begin reading about PDL::PP (next), you should remind
           yourself about how to use this.  Inline::Pdlpp will help you experiment with PDL::PP without having
           to go through the trouble of building a module and constructing makefiles (but see PDL::pptemplate
           for help on that).

       •   PDL::PP

           The PDL Pre-Processor, which vastly simplifies making you C or Fortran code play with Perl and
           piddles.  Most of PDL's basic functionality is written using PDL::PP, so if you're thinking about how
           you might integrate some numerical library written in C, look no further.

       •   PDL::pptemplate

           A script that automates the creation of modules that use PDL::PP, which should make your life as a
           module author a bit simpler.

       •   PDL::CallExt

           Allows you to call functions using external shared libraries.  This is an alternative to using
           PDL::PP.  The major difference between PDL::PP and PDL::CallExt is that the former will handle
           threading over implicit thread dimensions for you, whereas PDL::CallExt simply calls an external
           function.  PDL::PP is generally the recommended way to interface your code with PDL, but it wouldn't
           be Perl if there wasn't another way to do it.

       •   PDL::Config

           Defines the %PDL::Config hash, which has lots of useful information pertinent to your PDL build.

       •   PDL::Doc

           Explanation of the PDL documentation conventions, and an interface to the PDL Documentation parser.
           Following these guidelines when writing documentation for PDL functions will ensure that your
           wonderful documentation is accessible from the perldl shell and from calls to "barf".  (Did you
           notice that "barf" used your documentation?  Time to reread PDL::Core...)

       •   PDL::Exporter

           A simple replacement for the standard Exporter module.  The only major difference is that the default
           imported modules are those marked ':Func'.

       •   PDL::Types

           Defines some useful functions for getting a piddle's type, as well as getting information about that
           type.

       •   PDL::Version

           Simply defines the scalar $PDL::Version::Version with the current version of PDL, as defined in
           PDL.pm.  This is most useful if you distribute your own module on CPAN, use PDL::Lite or PDL::LiteF
           and want to make sure that your users have a recent-enough version of PDL.  Since the variable is
           defined in PDL.pm, you don't need this module if you "use PDL".

Expert Usage

       •   PDL::Core::Dev

           Provides some decently useful functions that are pretty much only needed by the PDL Porters.

       •   PDL::API

           Explains how to make a piddle by hand, from Perl or your C source code, using the PDL API.

       •   PDL::Internals

           Explains the nitty-gritty of the PDL data structures.  After reading this (a few times :), you should
           be able to create a piddle completely from scratch (i.e. without using the PDL API).  Put a little
           differently, if you want to understand how PDL::PP works, you'll need to read this.

COPYRIGHT

       Copyright 2010 David Mertens (dcmertens.perl@gmail.com). You can distribute and/or modify this document
       under the same terms as the current Perl license.

       See: http://dev.perl.org/licenses/