16 Oct 2012
- Python 3 support
- SymPy now supports Python 3. The officially supported versions are 3.2 and 3.3, but 3.1 should also work in a pinch. The Python 3-compatible tarballs will be provided separately, but it is also possible to download Python 2 code and convert it manually, via the bin/use2to3 utility. See the README for more.
- PyPy support
- All SymPy tests pass in recent nightlies of PyPy, and so it should have full support as of the next version after 1.9.
- A new module called Combinatorics was added which is the result of a successful GSoC project. It attempts to replicate the functionality of Combinatorica and currently has full featured support for Permutations, Subsets, Gray codes and Prufer codes.
- In another GSoC project, facilities from computational group theory were added to the combinatorics module, mainly following the book “Handbook of computational group theory”. Currently only permutation groups are supported. The main functionalities are: basic properties (orbits, stabilizers, random elements…), the Schreier-Sims algorithm (three implementations, in increasing speed: with Jerrum’s filter, incremental, and randomized (Monte Carlo)), backtrack searching for subgroups with certain properties.
- Definite Integration
- A new module called meijerint was added, which is also the result of a successful GSoC project. It implements a heuristic algorithm for (mainly) definite integration, similar to the one used in Mathematica. The code is automatically called by the standard integrate() function. This new algorithm allows computation of important integral transforms in many interesting cases, so helper functions for Laplace, Fourier and Mellin transforms were added as well.
- Random Variables
- A new module called stats was added. This introduces a RandomSymbol type which can be used to model uncertainty in expressions.
- Matrix Expressions
- A new matrix submodule named expressions was added. This introduces a MatrixSymbol type which can be used to describe a matrix without explicitly stating its entries. A new family of expression types were also added: Transpose, Inverse, Trace, and BlockMatrix. ImmutableMatrix was added so that explicitly defined matrices could interact with other SymPy expressions.
- A number of new sets were added including atomic sets like FiniteSet, Reals, Naturals, Integers, UniversalSet as well as compound sets like ProductSet and TransformationSet. Using these building blocks it is possible to build up a great variety of interesting sets.
- Classical Mechanics
- A physics submodule named machanics was added which assists in formation of equations of motion for constrained multi-body systems. It is the result of 3 GSoC projects. Some nontrivial systems can be solved, and examples are provided.
- Quantum Mechanics
- Density operator module has been added. The operator can be initialized with generic Kets or Qubits. The Density operator can also work with TensorProducts as arguments. Global methods are also added that compute entropy and fidelity of states. Trace and partial-trace operations can also be performed on these density operators.
- To enable partial trace operations a Tr module has been added to the core library. While the functionality should remain same, this module is likely to be relocated to an alternate folder in the future. One can currently also use sympy.core.Tr to work on general trace operations, but this module is what is needed to work on trace and partial-trace operations on any sympy.physics.quantum objects.
- The Density operators, Tr and Partial trace functionality was implemented as part of student participation in GSoC 2012.
- Expanded angular momentum to include coupled-basis states and product-basis states. Operators can also be treated as acting on the coupled basis (default behavior) or on one component of the tensor product states. The methods for coupling and uncoupling these states can work on an arbitrary number of states. Representing, rewriting and applying states and operators between bases has been improved.
- Commutative Algebra
- A new module
agcawas started which seeks to support computations in commutative algebra (and eventually algebraic geometry) in the style of Macaulay2 and Singular. Currently there is support for computing Gröbner bases of modules over a (generalized) polynomial ring over a field. Based on this, there are algorithms for various standard problems in commutative algebra, e.g., computing intersections of submodules, equality tests in quotient rings, etc…
- A new module
- Plotting Module
- A new plotting module has been added which uses Matplotlib as its
back-end. The plotting module has functions to plot the following:
- 2D line plots
- 2D parametric plots.
- 2D implicit and region plots.
- 3D surface plots.
- 3D parametric surface plots.
- 3D parametric line plots.
- A new plotting module has been added which uses Matplotlib as its back-end. The plotting module has functions to plot the following:
- Differential Geometry
- Thanks to a GSoC project the beginning of a new module covering the theory of
differential geometry was started. It can be imported with
sympy.diffgeom. It is based on “Functional Differential Geometry” by Sussman and Wisdom. Currently implemented are scalar, vector and form fields over manifolds as well as covariant and other derivatives.
- Thanks to a GSoC project the beginning of a new module covering the theory of differential geometry was started. It can be imported with
- The KroneckerDelta class was moved from
- Merged the KroneckerDelta class in
sympy/physics/secondquant.pywith the class above.
- The Dij class in
sympy/functions/special/tensor_functions.pywas replaced with KroneckerDelta.
- The errors raised for invalid
floatcalls on SymPy objects were changed in order to emulate more closely the errors raised by the standard library. The
Exprare concerned with that change.
solve()function returns empty lists instead of
Noneobjects if no solutions were found. Idiomatic code of the form
sol = solve(...); if sol:...will not be affected by this change.
- Piecewise no longer accepts a Set or Interval as a condition. One should
explicitly specify a variable using
Set().contains(x)to obtain a valid conditional.
- The statistics module has been deprecated in favor of the new stats module.
set_main()is no longer needed
make_symbols()is deprecated (use
- the symbols used in this package are no longer broadcast to the main program
- The classes for Infinity, NegativeInfinity, and NaN no longer subclass from Rational. Creating a Rational with 0 in the denominator will still return one of these classes, however.
- A new module
gaussoptwas added supporting the most basic constructions from Gaussian optics (ray tracing matrices, geometric rays and Gaussian beams).
- New classes were added to represent the following special functions: classical and generalized exponential integrals (Ei, expint), trigonometric (Si, Ci) and hyperbolic integrals (Shi, Chi), the polylogarithm (polylog) and the Lerch transcendent (lerchphi). In addition to providing all the standard sympy functionality (differentiation, numerical evaluation, rewriting …), they are supported by both the new meijerint module and the existing hypergeometric function simplification module.
- An ImmutableMatrix class was created. It has the same interface and functionality of the old Matrix but is immutable and inherits from Basic.
- A new function in
centroidwas added which will calculate the centroid of a collection of geometric entities. And the polygon module now allows triangles to be instantiated from combinations of side lengths and angles (using keywords sss, asa, sas) and defines utility functions to convert between degrees and radians.
ntheory.modularthere is a function (
solve_congruence) to solve congruences such as “What number is 2 mod 3, 3 mod 5 and 2 mod 7?”
- A utility function named
find_unithas been added to physcis.units that allows one to find units that match a given pattern or contain a given unit.
- There have been some additions and modifications to Expr’s methods:
- Although the problem of proving that two expressions are equal is in general
a difficult one (since whatever algorithm is used, there will always be an
expression that will slip through the algorithm) the new method of Expr
equalswill do its best to answer whether A equals B: A.equals(B) might given True, False or None.
- coeff now supports a third argument
n(which comes 2nd now, instead of
nis used to indicate the exponent on x which one seeks:
(x**2 + 3*x + 4).coeff(x, 1)->
3. This makes it possible to extract the constant term from a polynomial:
(x**2 + 3*x + 4).coeff(x, 0)->
- The method
roundhas been added to round a SymPy expression to a given a number of decimal places (to the left or right of the decimal point).
- Although the problem of proving that two expressions are equal is in general a difficult one (since whatever algorithm is used, there will always be an expression that will slip through the algorithm) the new method of Expr named
- divmod is now supported for all SymPy numbers.
- In the simplify module, the algorithms for denesting of radicals (sqrtdenest) and simplifying gamma functions (in combsimp) has been significantly improved.
- The mathematica-similar
TableFormfunction has been added to the printing.tableform module so one can easily generate tables with headings.
- The expand API has been updated.
expand()now officially supports arbitrary
_eval_expand_hint()methods on custom objects.
_eval_expand_hint()methods are now only responsible for expanding the top-level expression. All
deep=Truerelated logic happens in
expand()itself. See the docstring of
expand()for more information and an example.
- Two options were added to
isympyto aid in interactive usage.
isympy -aautomatically creates symbols, so that typing something like
Symbol('a'), even if you never typed
a = Symbol('a')or
isympy -iautomatically wraps integer literals with Integer, so that
Rational(1, 2)instead of
isympy -Iis the same as
isympy -a -i.
isympy -Imakes isympy act much more like a traditional interactive computer algebra system. These both require IPython.
- The official documentation at https://docs.sympy.org/ now includes an extension that automatically hooks the documentation examples in to SymPy Live.
In addition to the more noticeable changes listed above, there have been
numerous smaller additions, improvements and bug fixes in the commits in
this release. See the git log for a full list of all changes. The command
git log sympy-0.7.1..sympy-0.7.2 will show all commits made between this
release and the last. You can also see the issues closed since the last