# SymPy 0.7.6¶

21 Nov 2014

## New features¶

New module

`calculus.finite_diff`

for generating finite difference formulae approximating derivatives of arbitrary order on arbitrarily spaced grids.New module

`physics.optics`

for symbolic computations related to optics.`geometry`

module now supports 3D geometry.Support for series expansions at a point other then

`0`

or`oo`

. See sympy/sympy#2427.Rules for the intersection of integer ImageSets were added. See sympy/sympy#7587. We can now do things like

`{2⋅m | m ∊ ℤ} ∩ {3⋅n | n ∊ ℤ} = {6⋅t | t ∊ ℤ}`

and`{2⋅m | m ∊ ℤ} ∩ {2⋅n + 1 | n ∊ ℤ} = ∅`

.`dsolve`

module now supports system of ODEs including linear system of ODEs of 1st order for 2 and 3 equations and of 2nd order for 2 equations. It also supports homogeneous linear system of`n`

equations.New support for continued fractions, including iterators for partial quotients and convergents, and reducing a continued fraction to a Rational or a quadratic irrational.

Support for Egyptian fraction expansions, using several different algorithms.

Addition of generalized linearization methods to

`physics.mechanics`

.Use an LRU cache by default instead of an unbounded one. See sympy/sympy#7464. Control cache size by the environment variable

`SYMPY_CACHE_SIZE`

(default is 500).`SYMPY_CACHE_SIZE=None`

restores the unbounded cache.Added

`fastcache`

as an optional dependency. Requires v0.4 or newer. Control via`SYMPY_CACHE_SIZE`

. May result in significant speedup. See sympy/sympy#7737.New experimental module

`physics.unitsystems`

for computation with dimensions, units and quantities gathered into systems. This opens the way to dimensional analysis and better quantity calculus. The old module`physics.units`

will stay available until the new one reaches a mature state. See sympy/sympy#2628.New

`Complement`

class to represent relative complements of two sets. See sympy/sympy#7462.New trigonometric functions (asec, acsc), many enhancements for other trigonometric functions (see sympy/sympy#7500).

New

`Contains`

class to represent the relation “is an element of” (see sympy/sympy#7989).The code generation tools (code printers,

`codegen`

,`autowrap`

, and`ufuncify`

) have been updated to support a wider variety of constructs, and do so in a more robust way. Major changes include added support for matrices as inputs/outputs, and more robust handling of conditional (`Piecewise`

) statements.`ufuncify`

now uses a backend that generates actual`numpy.ufuncs`

by default through the use of the`numpy`

C api. This allows broadcasting on*all*arguments. The previous`cython`

and`f2py`

backends are still accessible through the use of the`backend`

kwarg.`CodeGen`

now generates code for Octave and Matlab from SymPy expressions. This is supported by a new CodePrinter with interface`octave_code`

. For example`octave_code(Matrix([[x**2, sin(pi*x*y), ceiling(x)]]))`

gives the string`[x.^2 sin(pi*x.*y) ceil(x)]`

.New general 3D vector package at

`sympy.vector`

. This package provides a 3D vector object with the Del, gradient, divergence, curl, and operators. It supports arbitrary rotations of Cartesian coordinate systems and arbitrary locations of points.

## Compatibility breaks¶

All usage of inequalities (

`>`

,`>=`

,`<`

,`<=`

) on SymPy objects will now return SymPy’s`S.true`

or`S.false`

singletons instead of Python’s`True`

or`False`

singletons. Code that checks for, e.g.,`(a < b) is True`

should be changed to`(a < b) == True`

or`(a < b) == S.true`

. Use of`is`

is not recommended here.The

`subset()`

method in`sympy.core.sets`

is marked as being deprecated and will be removed in a future release (sympy/sympy#7460). Instead, the`is_subset()`

method should be used.Previously, if you compute the series expansion at a point other than 0, the result was shifted to 0. Now SymPy returns the usual series expansion, see sympy/sympy#2427.

In

`physics.mechanics`

,`KanesMethod.linearize`

has a new interface. Old code should be changed to use this instead. See docstring for information.`physics.gaussopt`

has been moved to`physics.optics.gaussopt`

. You can still import it from the previous location but it may result in a deprecation warning.This is the last release with the bundled mpmath library. In the next release you will have to install this library from the official site.

Previously

`lambdify`

would convert`Matrix`

to`numpy.matrix`

by default. This behavior is being deprecated, and will be completely phased out with the release of 0.7.7. To use the new behavior now set the modules kwarg to`[{'ImmutableMatrix': numpy.array}, 'numpy']`

. If lambdify will be used frequently it is recommended to wrap it with a`partial`

as so:`lambdify = functools.partial(lambdify, modules=[{'ImmutableMatrix': numpy.array}, 'numpy'])`

. For more information see sympy/sympy#7853 and the`lambdify`

docstring.`Set.complement`

doesn’t exists as an attribute anymore. Now we have a method`Set.complement(<universal_set>)`

which complements the given universal set.Removed is_finite assumption (see sympy/sympy#7891). Use instead a combination of

`is_bounded and is_nonzero`

assumptions.is_bounded and is_unbounded assumptions were renamed to is_finite and is_infinite (see sympy/sympy#7947).

Removed is_infinitesimal assumption (see sympy/sympy#7995).

Removed is_real property for Sets, use

`Set.is_subset(Reals)`

instead (see sympy/sympy#7996).For generic symbol

`x`

(SymPy’s symbols are not bounded by default), inequalities with`oo`

are no longer evaluated as they were before, e.g.`x < oo`

no longer evaluates to True). See sympy/sympy#7861.`CodeGen`

has been refactored to make it easier to add other languages. The main high-level tool is still`utilities.codegen.codegen`

. But if you previously used the`Routine`

class directly, note its`__init__`

behaviour has changed; the new`utilities.codegen.make_routine`

is recommended instead and by default retains the previous C/Fortran behaviour. If needed, you can still instantiate`Routine`

directly; it only does minimal sanity checking on its inputs. See sympy/sympy#8082.`FiniteSet([1, 2, 3, 4])`

syntax not supported anymore, use`FiniteSet(1, 2, 3, 4)`

instead. See sympy/sympy#7622.

## Minor changes¶

Updated the parsing module to allow sympification of lambda statements to their SymPy equivalent.

Lambdify can now use

`numexpr`

by specifying`modules='numexpr'`

.Use

`with evaluate(False)`

context manager to control automatic evaluation. E.g.`with evaluate(False): x + x`

is actually`x + x`

, not`2*x`

.IndexedBase and Indexed are changed to be commutative by default.

`sympy.core.sets`

moved to`sympy.sets`

.Changes in

`sympy.sets`

:Infinite

`Range`

is now allowed. See sympy/sympy#7741.`is_subset()`

: The`is_subset()`

method deprecates the`subset()`

method.`self.is_subset(other)`

checks if`self`

is a subset of`other`

. This is different from`self.subset(other)`

, which checked if`other`

is a subset of`self`

.`is_superset()`

: A new method`is_superset()`

method is now available.`self.is_superset(other)`

checks if`self`

is a superset of`other`

.`is_proper_subset`

and`is_proper_superset`

: Two new methods allow checking if one set is the proper subset and proper superset of another respectively. For e.g.`self.is_proper_subset(other)`

and`self.is_proper_superset(other)`

checks if`self`

is the proper subset of`other`

and if`self`

is the proper superset of`other`

respectively.`is_disjoint()`

: A new method for checking if two sets are disjoint.`powerset()`

: A new method`powerset()`

has been added to find the power set of a set.The cardinality of a

`ProductSet`

can be found using the`len()`

function.

Changes in

`sympy.plot.plot_implicit`

:The

`plot_implicit`

function now also allows explicitly specifying the symbols to plot on the X and Y axes. If not specified, the symbols will be assigned in the order they are sorted.The

`plot_implicit`

function also allows axes labels for the plot to be specified.

rules for simplification of ImageSet were added sympy/sympy#7625. As a result

`{x | x ∊ ℤ}`

now simplifies to`ℤ`

and`{sin(n) | n ∊ {tan(m) | m ∊ ℤ}}`

automatically simplifies to`{sin(tan(m)) | m ∊ ℤ}`

.coth(0) now returns Complex Infinity. See sympy/sympy#7634.

dioptre is added to

`physics.units`

. See sympy/sympy#7782.`replace`

now respects commutativity, see sympy/sympy#7752.The CCodePrinter gracefully handles Symbols which have string representations that match C reserved words, see sympy/sympy#8199.

`limit`

function now returns an unevaluated`Limit`

instance if it can’t compute given limit, see sympy/sympy#8213.