path: root/doc/user.pod

=head1 Introduction

C<isl> is a thread-safe C library for manipulating
sets and relations of integer points bounded by affine constraints.
The descriptions of the sets and relations may involve
both parameters and existentially quantified variables.
All computations are performed in exact integer arithmetic
using C<GMP>.
The C<isl> library offers functionality that is similar
to that offered by the C<Omega> and C<Omega+> libraries,
but the underlying algorithms are in most cases completely different.

The library is by no means complete and some fairly basic
functionality is still missing.
Still, even in its current form, the library has been successfully
used as a backend polyhedral library for the polyhedral
scanner C<CLooG> and as part of an equivalence checker of
static affine programs.

=head1 Installation

The source of C<isl> can be obtained either as a tarball
or from the git repository.  Both are available from
L<http://freshmeat.net/projects/isl/>.
The installation process depends on how you obtained
the source.

=head2 Installation from the git repository

=over

=item 1 Clone or update the repository

The first time the source is obtained, you need to clone
the repository.

	git clone git://repo.or.cz/isl.git

To obtain updates, you need to pull in the latest changes

	git pull

=item 2 Get submodule (optional)

C<isl> can optionally use the C<piplib> library and provides
this library as a submodule.  If you want to use it, then
after you have cloned C<isl>, you need to grab the submodules

	git submodule init
	git submodule update

To obtain updates, you only need

	git submodule update

Note that C<isl> currently does not use any C<piplib>
functionality by default.

=item 3 Generate C<configure>

	./autogen.sh

=back

After performing the above steps, continue
with the L<Common installation instructions>.

=head2 Common installation instructions

=over

=item 1 Obtain C<GMP>

Building C<isl> requires C<GMP>, including its headers files.
Your distribution may not provide these header files by default
and you may need to install a package called C<gmp-devel> or something
similar.  Alternatively, C<GMP> can be built from
source, available from L<http://gmplib.org/>.

=item 2 Configure

C<isl> uses the standard C<autoconf> C<configure> script.
To run it, just type

	./configure

optionally followed by some configure options.
A complete list of options can be obtained by running

	./configure --help

Below we discuss some of the more common options.

C<isl> can optionally use C<piplib>, but no
C<piplib> functionality is currently used by default.
The C<--with-piplib> option can
be used to specify which C<piplib>
library to use, either an installed version (C<system>),
an externally built version (C<build>), a bundled version (C<bundled>)
or no version (C<no>).  The option C<build> is mostly useful
in C<configure> scripts of larger projects that bundle both C<isl>
and C<piplib>.

=over

=item C<--prefix>

Installation prefix for C<isl>

=item C<--with-gmp-prefix>

Installation prefix for C<GMP> (architecture-independent files).

=item C<--with-gmp-exec-prefix>

Installation prefix for C<GMP> (architecture-dependent files).

=item C<--with-piplib>

Which copy of C<piplib> to use, either C<no> (default), C<system>, C<build>
or C<bundled>.  Note that C<bundled> only works if you have obtained
C<isl> and its submodules from the git repository.

=item C<--with-piplib-prefix>

Installation prefix for C<system> C<piplib> (architecture-independent files).

=item C<--with-piplib-exec-prefix>

Installation prefix for C<system> C<piplib> (architecture-dependent files).

=item C<--with-piplib-builddir>

Location where C<build> C<piplib> was built.

=back

=item 3 Compile

	make

=item 4 Install (optional)

	make install

=back

=head1 Library

=head2 Initialization

All manipulations of integer sets and relations occur within
the context of an C<isl_ctx>.
A given C<isl_ctx> can only be used within a single thread.
All arguments of a function are required to have been allocated
within the same context.
There are currently no functions available for moving an object
from one C<isl_ctx> to another C<isl_ctx>.  This means that
there is currently no way of safely moving an object from one
thread to another, unless the whole C<isl_ctx> is moved.

An C<isl_ctx> can be allocated using C<isl_ctx_alloc> and
freed using C<isl_ctx_free>.
All objects allocated within an C<isl_ctx> should be freed
before the C<isl_ctx> itself is freed.

	isl_ctx *isl_ctx_alloc();
	void isl_ctx_free(isl_ctx *ctx);

=head2 Integers

All operations on integers, mainly the coefficients
of the constraints describing the sets and relations,
are performed in exact integer arithmetic using C<GMP>.
However, to allow future versions of C<isl> to optionally
support fixed integer arithmetic, all calls to C<GMP>
are wrapped inside C<isl> specific macros.
The basic type is C<isl_int> and the following operations
are available on this type.

=over

=item isl_int_init(i)

=item isl_int_clear(i)

=item isl_int_set(r,i)

=item isl_int_set_si(r,i)

=item isl_int_abs(r,i)

=item isl_int_neg(r,i)

=item isl_int_swap(i,j)

=item isl_int_swap_or_set(i,j)

=item isl_int_add_ui(r,i,j)

=item isl_int_sub_ui(r,i,j)

=item isl_int_add(r,i,j)

=item isl_int_sub(r,i,j)

=item isl_int_mul(r,i,j)

=item isl_int_mul_ui(r,i,j)

=item isl_int_addmul(r,i,j)

=item isl_int_submul(r,i,j)

=item isl_int_gcd(r,i,j)

=item isl_int_lcm(r,i,j)

=item isl_int_divexact(r,i,j)

=item isl_int_cdiv_q(r,i,j)

=item isl_int_fdiv_q(r,i,j)

=item isl_int_fdiv_r(r,i,j)

=item isl_int_fdiv_q_ui(r,i,j)

=item isl_int_read(r,s)

=item isl_int_print(out,i,width)

=item isl_int_sgn(i)

=item isl_int_cmp(i,j)

=item isl_int_cmp_si(i,si)

=item isl_int_eq(i,j)

=item isl_int_ne(i,j)

=item isl_int_lt(i,j)

=item isl_int_le(i,j)

=item isl_int_gt(i,j)

=item isl_int_ge(i,j)

=item isl_int_abs_eq(i,j)

=item isl_int_abs_ne(i,j)

=item isl_int_abs_lt(i,j)

=item isl_int_abs_gt(i,j)

=item isl_int_abs_ge(i,j)

=item isl_int_is_zero(i)

=item isl_int_is_one(i)

=item isl_int_is_negone(i)

=item isl_int_is_pos(i)

=item isl_int_is_neg(i)

=item isl_int_is_nonpos(i)

=item isl_int_is_nonneg(i)

=item isl_int_is_divisible_by(i,j)

=back

=head2 Sets and Relations

C<isl> uses four types of objects for representing sets and relations,
C<isl_basic_set>, C<isl_basic_map>, C<isl_set> and C<isl_map>.
C<isl_basic_set> and C<isl_basic_map> represent sets and relations that
can be described as a conjunction of affine constraints, while
C<isl_set> and C<isl_map> represent unions of
C<isl_basic_set>s and C<isl_basic_map>s, respectively.
The difference between sets and relations (maps) is that sets have
one set of variables, while relations have two sets of variables,
input variables and output variables.

=head2 Memory Management

Since a high-level operation on sets and/or relations usually involves
several substeps and since the user is usually not interested in
the intermediate results, most functions that return a new object
will also release all the objects passed as arguments.
If the user still wants to use one or more of these arguments
after the function call, she should pass along a copy of the
object rather than the object itself.
The user is then responsible for make sure that the original
object gets used somewhere else or is explicitly freed.

The arguments and return values of all documents functions are
annotated to make clear which arguments are released and which
arguments are preserved.  In particular, the following annotations
are used

=over

=item C<__isl_give>

C<__isl_give> means that a new object is returned.
The user should make sure that the returned pointer is
used exactly once as a value for an C<__isl_take> argument.
In between, it can be used as a value for as many
C<__isl_keep> arguments as the user likes.
There is one exception, and that is the case where the
pointer returned is C<NULL>.  Is this case, the user
is free to use it as an C<__isl_take> argument or not.

=item C<__isl_take>

C<__isl_take> means that the object the argument points to
is taken over by the function and may no longer be used
by the user as an argument to any other function.
The pointer value must be one returned by a function
returning an C<__isl_give> pointer.
If the user passes in a C<NULL> value, then this will
be treated as an error in the sense that the function will
not perform its usual operation.  However, it will still
make sure that all the the other C<__isl_take> arguments
are released.

=item C<__isl_keep>

C<__isl_keep> means that the function will only use the object
temporarily.  After the function has finished, the user
can still use it as an argument to other functions.
A C<NULL> value will be treated in the same way as
a C<NULL> value for an C<__isl_take> argument.

=back

=head2 Dimension Specifications

Whenever a new set or relation is created from scratch,
its dimension needs to be specified using an C<isl_dim>.

	#include <isl_dim.h>
	__isl_give isl_dim *isl_dim_alloc(isl_ctx *ctx,
		unsigned nparam, unsigned n_in, unsigned n_out);
	__isl_give isl_dim *isl_dim_set_alloc(isl_ctx *ctx,
		unsigned nparam, unsigned dim);
	__isl_give isl_dim *isl_dim_copy(__isl_keep isl_dim *dim);
	void isl_dim_free(__isl_take isl_dim *dim);
	unsigned isl_dim_size(__isl_keep isl_dim *dim,
		enum isl_dim_type type);

The dimension specification used for creating a set
needs to be created using C<isl_dim_set_alloc>, while
that for creating a relation
needs to be created using C<isl_dim_alloc>.
C<isl_dim_size> can be used
to find out the number of dimensions of each type in
a dimension specification, where type may be
C<isl_dim_param>, C<isl_dim_in> (only for relations),
C<isl_dim_out> (only for relations), C<isl_dim_set>
(only for sets) or C<isl_dim_all>.

=head2 Input and Output

Proper input and output functions are still in development.
However, some functions are provided to read and write
to foreign file formats.

=head3 Input

	#include <isl_set.h>
	__isl_give isl_basic_set *isl_basic_set_read_from_file(
		isl_ctx *ctx, FILE *input, int nparam);
	__isl_give isl_basic_set *isl_basic_set_read_from_str(
		isl_ctx *ctx, const char *str, int nparam);
	__isl_give isl_set *isl_set_read_from_file(isl_ctx *ctx,
		FILE *input, int nparam);
	__isl_give isl_set *isl_set_read_from_str(isl_ctx *ctx,
		const char *str, int nparam);

	#include <isl_map.h>
	__isl_give isl_basic_map *isl_basic_map_read_from_file(
		isl_ctx *ctx, FILE *input, int nparam);
	__isl_give isl_basic_map *isl_basic_map_read_from_str(
		isl_ctx *ctx, const char *str, int nparam);
	__isl_give isl_map *isl_map_read_from_file(
		struct isl_ctx *ctx, FILE *input, int nparam);
	__isl_give isl_map *isl_map_read_from_str(isl_ctx *ctx,
		const char *str, int nparam);

The input may be either in C<PolyLib> format or in the
C<isl> format, which is similar to the C<Omega> format.
C<nparam> specifies how many of the final columns in
the C<PolyLib> format correspond to parameters.
If input is given in the C<isl> format, then the number
of parameters needs to be equal to C<nparam>.
If C<nparam> is negative, then any number of parameters
is accepted in the C<isl> format and zero parameters
are assumed in the C<PolyLib> format.

=head3 Output

	#include <isl_set.h>
	void isl_basic_set_print(__isl_keep isl_basic_set *bset,
		FILE *out, int indent,
		const char *prefix, const char *suffix,
		unsigned output_format);
	void isl_set_print(__isl_keep struct isl_set *set,
		FILE *out, int indent, unsigned output_format);

	#include <isl_map.h>
	void isl_basic_map_print(__isl_keep isl_basic_map *bmap,
		FILE *out, int indent,
		const char *prefix, const char *suffix,
		unsigned output_format);
	void isl_map_print(__isl_keep struct isl_map *map,
		FILE *out, int indent, unsigned output_format);

C<output_format> may be either C<ISL_FORMAT_ISL>, C<ISL_FORMAT_OMEGA>
or C<ISL_FORMAT_POLYLIB>.
Each line in the output is indented by C<indent> spaces,
prefixed by C<prefix> and suffixed by C<suffix>.
In the C<PolyLib> format output,
the coefficients of the existentially quantified variables
appear between those of the set variables and those
of the parameters.

=head3 Dumping the internal state

For lack of proper output functions, the following functions
can be used to dump the internal state of a set or relation.
The user should not depend on the output format of these functions.

	void isl_basic_set_dump(__isl_keep isl_basic_set *bset,
		FILE *out, int indent);
	void isl_basic_map_dump(__isl_keep isl_basic_map *bmap,
		FILE *out, int indent);
	void isl_set_dump(__isl_keep isl_set *set,
		FILE *out, int indent);
	void isl_map_dump(__isl_keep isl_map *map,
		FILE *out, int indent);

=head2 Creating New Sets and Relations

C<isl> has functions for creating some standard sets and relations.

=over

=item * Empty sets and relations

	__isl_give isl_basic_set *isl_basic_set_empty(
		__isl_take isl_dim *dim);
	__isl_give isl_basic_map *isl_basic_map_empty(
		__isl_take isl_dim *dim);
	__isl_give isl_set *isl_set_empty(
		__isl_take isl_dim *dim);
	__isl_give isl_map *isl_map_empty(
		__isl_take isl_dim *dim);

=item * Universe sets and relations

	__isl_give isl_basic_set *isl_basic_set_universe(
		__isl_take isl_dim *dim);
	__isl_give isl_basic_map *isl_basic_map_universe(
		__isl_take isl_dim *dim);
	__isl_give isl_set *isl_set_universe(
		__isl_take isl_dim *dim);
	__isl_give isl_map *isl_map_universe(
		__isl_take isl_dim *dim);

=item * Identity relations

	__isl_give isl_basic_map *isl_basic_map_identity(
		__isl_take isl_dim *set_dim);
	__isl_give isl_map *isl_map_identity(
		__isl_take isl_dim *set_dim);

These functions take a dimension specification for a B<set>
and return an identity relation between two such sets.

=item * Lexicographic order

	__isl_give isl_map *isl_map_lex_lt(
		__isl_take isl_dim *set_dim);
	__isl_give isl_map *isl_map_lex_le(
		__isl_take isl_dim *set_dim);
	__isl_give isl_map *isl_map_lex_gt(
		__isl_take isl_dim *set_dim);
	__isl_give isl_map *isl_map_lex_ge(
		__isl_take isl_dim *set_dim);

These functions take a dimension specification for a B<set>
and return relations that express that the elements in the domain
are lexicographically less
(C<isl_map_lex_lt>), less or equal (C<isl_map_lex_le>),
greater (C<isl_map_lex_gt>) or greater or equal (C<isl_map_lex_ge>)
than the elements in the range.

=back

A basic set or relation can be converted to a set or relation
using the following functions.

	__isl_give isl_set *isl_set_from_basic_set(
		__isl_take isl_basic_set *bset);
	__isl_give isl_map *isl_map_from_basic_map(
		__isl_take isl_basic_map *bmap);

Sets and relations can be copied and freed again using the following
functions.

	__isl_give isl_basic_set *isl_basic_set_copy(
		__isl_keep isl_basic_set *bset);
	__isl_give isl_set *isl_set_copy(__isl_keep isl_set *set);
	__isl_give isl_basic_map *isl_basic_map_copy(
		__isl_keep isl_basic_map *bmap);
	__isl_give isl_map *isl_map_copy(__isl_keep isl_map *map);
	void isl_basic_set_free(__isl_take isl_basic_set *bset);
	void isl_set_free(__isl_take isl_set *set);
	void isl_basic_map_free(__isl_take isl_basic_map *bmap);
	void isl_map_free(__isl_take isl_map *map);

Other sets and relations can be constructed by starting
from a universe set or relation, adding equality and/or
inequality constraints and then projecting out the
existentially quantified variables, if any.
Constraints can be constructed, manipulated and
added to basic sets and relations using the following functions.

	#include <isl_constraint.h>
	__isl_give isl_constraint *isl_equality_alloc(
		__isl_take isl_dim *dim);
	__isl_give isl_constraint *isl_inequality_alloc(
		__isl_take isl_dim *dim);
	void isl_constraint_set_constant(
		__isl_keep isl_constraint *constraint, isl_int v);
	void isl_constraint_set_coefficient(
		__isl_keep isl_constraint *constraint,
		enum isl_dim_type type, int pos, isl_int v);
	__isl_give isl_basic_map *isl_basic_map_add_constraint(
		__isl_take isl_basic_map *bmap,
		__isl_take isl_constraint *constraint);
	__isl_give isl_basic_set *isl_basic_set_add_constraint(
		__isl_take isl_basic_set *bset,
		__isl_take isl_constraint *constraint);

For example, to create a set containing the even integers
between 10 and 42, you would use the following code.

	isl_int v;
	struct isl_dim *dim;
	struct isl_constraint *c;
	struct isl_basic_set *bset;

	isl_int_init(v);
	dim = isl_dim_set_alloc(ctx, 0, 2);
	bset = isl_basic_set_universe(isl_dim_copy(dim));

	c = isl_equality_alloc(isl_dim_copy(dim));
	isl_int_set_si(v, -1);
	isl_constraint_set_coefficient(c, isl_dim_set, 0, v);
	isl_int_set_si(v, 2);
	isl_constraint_set_coefficient(c, isl_dim_set, 1, v);
	bset = isl_basic_set_add_constraint(bset, c);

	c = isl_inequality_alloc(isl_dim_copy(dim));
	isl_int_set_si(v, -10);
	isl_constraint_set_constant(c, v);
	isl_int_set_si(v, 1);
	isl_constraint_set_coefficient(c, isl_dim_set, 0, v);
	bset = isl_basic_set_add_constraint(bset, c);

	c = isl_inequality_alloc(dim);
	isl_int_set_si(v, 42);
	isl_constraint_set_constant(c, v);
	isl_int_set_si(v, -1);
	isl_constraint_set_coefficient(c, isl_dim_set, 0, v);
	bset = isl_basic_set_add_constraint(bset, c);

	bset = isl_basic_set_project_out(bset, isl_dim_set, 1, 1);

	isl_int_clear(v);

=head2 Properties

=head3 Unary Properties

=over

=item Emptiness

The following functions test whether the given set or relation
contains any integer points.  The ``fast'' variants do not perform
any computations, but simply check if the given set or relation
is already known to be empty.

	int isl_basic_set_fast_is_empty(__isl_keep isl_basic_set *bset);
	int isl_basic_set_is_empty(__isl_keep isl_basic_set *bset);
	int isl_set_is_empty(__isl_keep isl_set *set);
	int isl_basic_map_fast_is_empty(__isl_keep isl_basic_map *bmap);
	int isl_basic_map_is_empty(__isl_keep isl_basic_map *bmap);
	int isl_map_fast_is_empty(__isl_keep isl_map *map);
	int isl_map_is_empty(__isl_keep isl_map *map);

=item * Universality

	int isl_basic_set_is_universe(__isl_keep isl_basic_set *bset);
	int isl_basic_map_is_universe(__isl_keep isl_basic_map *bmap);

=back

=head3 Binary Properties

=over

=item * Equality

	int isl_set_fast_is_equal(__isl_keep isl_set *set1,
		__isl_keep isl_set *set2);
	int isl_set_is_equal(__isl_keep isl_set *set1,
		__isl_keep isl_set *set2);
	int isl_map_is_equal(__isl_keep isl_map *map1,
		__isl_keep isl_map *map2);
	int isl_map_fast_is_equal(__isl_keep isl_map *map1,
		__isl_keep isl_map *map2);
	int isl_basic_map_is_equal(
		__isl_keep isl_basic_map *bmap1,
		__isl_keep isl_basic_map *bmap2);

=item * Disjointness

	int isl_set_fast_is_disjoint(__isl_keep isl_set *set1,
		__isl_keep isl_set *set2);

=item * Subset

	int isl_set_is_subset(__isl_keep isl_set *set1,
		__isl_keep isl_set *set2);
	int isl_set_is_strict_subset(
		__isl_keep isl_set *set1,
		__isl_keep isl_set *set2);
	int isl_basic_map_is_subset(
		__isl_keep isl_basic_map *bmap1,
		__isl_keep isl_basic_map *bmap2);
	int isl_basic_map_is_strict_subset(
		__isl_keep isl_basic_map *bmap1,
		__isl_keep isl_basic_map *bmap2);
	int isl_map_is_subset(
		__isl_keep isl_map *map1,
		__isl_keep isl_map *map2);
	int isl_map_is_strict_subset(
		__isl_keep isl_map *map1,
		__isl_keep isl_map *map2);

=back

=head2 Unary Operations

=over

=item * Projection

	__isl_give isl_basic_set *isl_basic_set_project_out(
		__isl_take isl_basic_set *bset,
		enum isl_dim_type type, unsigned first, unsigned n);
	__isl_give isl_set *isl_set_project_out(__isl_take isl_set *set,
		enum isl_dim_type type, unsigned first, unsigned n);
	__isl_give isl_basic_set *isl_basic_map_domain(
		__isl_take isl_basic_map *bmap);
	__isl_give isl_basic_set *isl_basic_map_range(
		__isl_take isl_basic_map *bmap);
	__isl_give isl_set *isl_map_domain(
		__isl_take isl_map *bmap);
	__isl_give isl_set *isl_map_range(
		__isl_take isl_map *map);

C<isl_basic_set_project_out> currently only supports projecting
out the final C<isl_dim_set> dimensions.

=item * Coalescing

Simplify the representation of a set or relation by trying
to combine pairs of basic sets or relations into a single
basic set or relation.

	__isl_give isl_set *isl_set_coalesce(__isl_take isl_set *set);
	__isl_give isl_map *isl_map_coalesce(__isl_take isl_map *map);

=item * Convex hull

	__isl_give isl_basic_set *isl_set_convex_hull(
		__isl_take isl_set *set);
	__isl_give isl_basic_map *isl_map_convex_hull(
		__isl_take isl_map *map);

If the input set or relation has any existentially quantified
variables, then the result of these operations is currently undefined.

=item * Affine hull

	__isl_give isl_basic_set *isl_basic_set_affine_hull(
		__isl_take isl_basic_set *bset);
	__isl_give isl_basic_set *isl_set_affine_hull(
		__isl_take isl_set *set);
	__isl_give isl_basic_map *isl_basic_map_affine_hull(
		__isl_take isl_basic_map *bmap);
	__isl_give isl_basic_map *isl_map_affine_hull(
		__isl_take isl_map *map);

=back

=head2 Binary Operations

The two arguments of a binary operation not only need to live
in the same C<isl_ctx>, they currently also need to have
the same (number of) parameters.

=head3 Basic Operations

=over

=item * Intersection

	__isl_give isl_basic_set *isl_basic_set_intersect(
		__isl_take isl_basic_set *bset1,
		__isl_take isl_basic_set *bset2);
	__isl_give isl_set *isl_set_intersect(
		__isl_take isl_set *set1,
		__isl_take isl_set *set2);
	__isl_give isl_basic_map *isl_basic_map_intersect_domain(
		__isl_take isl_basic_map *bmap,
		__isl_take isl_basic_set *bset);
	__isl_give isl_basic_map *isl_basic_map_intersect_range(
		__isl_take isl_basic_map *bmap,
		__isl_take isl_basic_set *bset);
	__isl_give isl_basic_map *isl_basic_map_intersect(
		__isl_take isl_basic_map *bmap1,
		__isl_take isl_basic_map *bmap2);
	__isl_give isl_map *isl_map_intersect_domain(
		__isl_take isl_map *map,
		__isl_take isl_set *set);
	__isl_give isl_map *isl_map_intersect_range(
		__isl_take isl_map *map,
		__isl_take isl_set *set);
	__isl_give isl_map *isl_map_intersect(
		__isl_take isl_map *map1,
		__isl_take isl_map *map2);

=item * Union

	__isl_give isl_set *isl_basic_set_union(
		__isl_take isl_basic_set *bset1,
		__isl_take isl_basic_set *bset2);
	__isl_give isl_map *isl_basic_map_union(
		__isl_take isl_basic_map *bmap1,
		__isl_take isl_basic_map *bmap2);
	__isl_give isl_set *isl_set_union(
		__isl_take isl_set *set1,
		__isl_take isl_set *set2);
	__isl_give isl_map *isl_map_union(
		__isl_take isl_map *map1,
		__isl_take isl_map *map2);

=item * Set difference

	__isl_give isl_set *isl_set_subtract(
		__isl_take isl_set *set1,
		__isl_take isl_set *set2);
	__isl_give isl_map *isl_map_subtract(
		__isl_take isl_map *map1,
		__isl_take isl_map *map2);

=item * Application

	__isl_give isl_basic_set *isl_basic_set_apply(
		__isl_take isl_basic_set *bset,
		__isl_take isl_basic_map *bmap);
	__isl_give isl_set *isl_set_apply(
		__isl_take isl_set *set,
		__isl_take isl_map *map);
	__isl_give isl_basic_map *isl_basic_map_apply_domain(
		__isl_take isl_basic_map *bmap1,
		__isl_take isl_basic_map *bmap2);
	__isl_give isl_basic_map *isl_basic_map_apply_range(
		__isl_take isl_basic_map *bmap1,
		__isl_take isl_basic_map *bmap2);
	__isl_give isl_map *isl_map_apply_domain(
		__isl_take isl_map *map1,
		__isl_take isl_map *map2);
	__isl_give isl_map *isl_map_apply_range(
		__isl_take isl_map *map1,
		__isl_take isl_map *map2);

=back

=head3 Lexicographic Optimization

Given a basic set C<bset> and a zero-dimensional domain C<dom>,
the following functions
compute a set that contains the lexicographic minimum or maximum
of the elements in C<bset> for those values of the parameters
that satisfy C<dom>.
If C<empty> is not C<NULL>, then C<*empty> is assigned a set
that contains the parameter values in C<dom> for which C<bset>
has no elements.
In other words, the union of the parameter values
for which the result is non-empty and of C<*empty>
is equal to C<dom>.

	__isl_give isl_set *isl_basic_set_partial_lexmin(
		__isl_take isl_basic_set *bset,
		__isl_take isl_basic_set *dom,
		__isl_give isl_set **empty);
	__isl_give isl_set *isl_basic_set_partial_lexmax(
		__isl_take isl_basic_set *bset,
		__isl_take isl_basic_set *dom,
		__isl_give isl_set **empty);

Given a basic set C<bset>, the following functions simply
return a set containing the lexicographic minimum or maximum
of the elements in C<bset>.

	__isl_give isl_set *isl_basic_set_lexmin(
		__isl_take isl_basic_set *bset);
	__isl_give isl_set *isl_basic_set_lexmax(
		__isl_take isl_basic_set *bset);

Given a basic relation C<bmap> and a domain C<dom>,
the following functions
compute a relation that maps each element of C<dom>
to the single lexicographic minimum or maximum
of the elements that are associated to that same
element in C<bmap>.
If C<empty> is not C<NULL>, then C<*empty> is assigned a set
that contains the elements in C<dom> that do not map
to any elements in C<bmap>.
In other words, the union of the domain of the result and of C<*empty>
is equal to C<dom>.

	__isl_give isl_map *isl_basic_map_partial_lexmax(
		__isl_take isl_basic_map *bmap,
		__isl_take isl_basic_set *dom,
		__isl_give isl_set **empty);
	__isl_give isl_map *isl_basic_map_partial_lexmin(
		__isl_take isl_basic_map *bmap,
		__isl_take isl_basic_set *dom,
		__isl_give isl_set **empty);

Given a basic map C<bmap>, the following functions simply
return a map mapping each element in the domain of
C<bmap> to the lexicographic minimum or maximum
of all elements associated to that element.

	__isl_give isl_map *isl_basic_map_lexmin(
		__isl_take isl_basic_map *bmap);
	__isl_give isl_map *isl_basic_map_lexmax(
		__isl_take isl_basic_map *bmap);

=head1 Applications

Although C<isl> is mainly meant to be used as a library,
it also contains some basic applications that use some
of the functionality of C<isl>.
Since C<isl> does not have its own input format yet, these
applications currently take input in C<PolyLib> style.
That is, a line with the number of rows and columns,
where the number of rows is equal to the number of constraints
and the number of columns is equal to two plus the number of variables,
followed by the actual rows.
In each row, the first column indicates whether the constraint
is an equality (C<0>) or inequality (C<1>).  The final column
corresponds to the constant term.

=head2 C<isl_polyhedron_sample>

C<isl_polyhedron_sample>
takes a polyhedron in C<PolyLib> format as input and prints
an integer element of the polyhedron, if there is any.
The first column in the output is the denominator and is always
equal to 1.  If the polyhedron contains no integer points,
then a vector of length zero is printed.

=head2 C<isl_pip>

C<isl_pip> takes the same input as the C<example> program
from the C<piplib> distribution, i.e., a set of constraints
on the parameters in C<PolyLib> format,
a line contains only -1 and finally a set
of constraints on a parametric polyhedron, again in C<PolyLib> format.
The coefficients of the parameters appear in the last columns
(but before the final constant column).
The output is the lexicographic minimum of the parametric polyhedron.
As C<isl> currently does not have its own output format, the output
is just a dump of the internal state.

=head2 C<isl_polyhedron_minimize>

C<isl_polyhedron_minimize> computes the minimum of some linear
or affine objective function over the integer points in a polyhedron.
The input is in C<PolyLib> format.  If an affine objective function
is given, then the constant should appear in the last column.

=head2 C<isl_polytope_scan>

Given a polytope in C<PolyLib> format, C<isl_polytope_scan> prints
all integer points in the polytope.

=head1 C<isl-polylib>

The C<isl-polylib> library provides the following functions for converting
between C<isl> objects and C<PolyLib> objects.
The library is distributed separately for licensing reasons.

	#include <isl_set_polylib.h>
	__isl_give isl_basic_set *isl_basic_set_new_from_polylib(
		Polyhedron *P, __isl_take isl_dim *dim);
	Polyhedron *isl_basic_set_to_polylib(
		__isl_keep isl_basic_set *bset);
	__isl_give isl_set *isl_set_new_from_polylib(Polyhedron *D,
		__isl_take isl_dim *dim);
	Polyhedron *isl_set_to_polylib(__isl_keep isl_set *set);

	#include <isl_map_polylib.h>
	__isl_give isl_basic_map *isl_basic_map_new_from_polylib(
		Polyhedron *P, __isl_take isl_dim *dim);
	__isl_give isl_map *isl_map_new_from_polylib(Polyhedron *D,
		__isl_take isl_dim *dim);
	Polyhedron *isl_basic_map_to_polylib(
		__isl_keep isl_basic_map *bmap);
	Polyhedron *isl_map_to_polylib(__isl_keep isl_map *map);