| :mod:`cmath` --- Mathematical functions for complex numbers |
| =========================================================== |
| |
| .. module:: cmath |
| :synopsis: Mathematical functions for complex numbers. |
| |
| |
| This module is always available. It provides access to mathematical functions |
| for complex numbers. The functions in this module accept integers, |
| floating-point numbers or complex numbers as arguments. They will also accept |
| any Python object that has either a :meth:`__complex__` or a :meth:`__float__` |
| method: these methods are used to convert the object to a complex or |
| floating-point number, respectively, and the function is then applied to the |
| result of the conversion. |
| |
| .. note:: |
| |
| On platforms with hardware and system-level support for signed |
| zeros, functions involving branch cuts are continuous on *both* |
| sides of the branch cut: the sign of the zero distinguishes one |
| side of the branch cut from the other. On platforms that do not |
| support signed zeros the continuity is as specified below. |
| |
| |
| Complex coordinates |
| ------------------- |
| |
| Complex numbers can be expressed by two important coordinate systems. |
| Python's :class:`complex` type uses rectangular coordinates where a number |
| on the complex plain is defined by two floats, the real part and the imaginary |
| part. |
| |
| Definition:: |
| |
| z = x + 1j * y |
| |
| x := real(z) |
| y := imag(z) |
| |
| In engineering the polar coordinate system is popular for complex numbers. In |
| polar coordinates a complex number is defined by the radius *r* and the phase |
| angle *phi*. The radius *r* is the absolute value of the complex, which can be |
| viewed as distance from (0, 0). The radius *r* is always 0 or a positive float. |
| The phase angle *phi* is the counter clockwise angle from the positive x axis, |
| e.g. *1* has the angle *0*, *1j* has the angle *π/2* and *-1* the angle *-π*. |
| |
| .. note:: |
| While :func:`phase` and func:`polar` return *+π* for a negative real they |
| may return *-π* for a complex with a very small negative imaginary |
| part, e.g. *-1-1E-300j*. |
| |
| |
| Definition:: |
| |
| z = r * exp(1j * phi) |
| z = r * cis(phi) |
| |
| r := abs(z) := sqrt(real(z)**2 + imag(z)**2) |
| phi := phase(z) := atan2(imag(z), real(z)) |
| cis(phi) := cos(phi) + 1j * sin(phi) |
| |
| |
| .. function:: phase(x) |
| |
| Return phase, also known as the argument, of a complex. |
| |
| |
| .. function:: polar(x) |
| |
| Convert a :class:`complex` from rectangular coordinates to polar |
| coordinates. The function returns a tuple with the two elements |
| *r* and *phi*. *r* is the distance from 0 and *phi* the phase |
| angle. |
| |
| |
| .. function:: rect(r, phi) |
| |
| Convert from polar coordinates to rectangular coordinates and return |
| a :class:`complex`. |
| |
| |
| |
| cmath functions |
| --------------- |
| |
| .. function:: acos(x) |
| |
| Return the arc cosine of *x*. There are two branch cuts: One extends right from |
| 1 along the real axis to ∞, continuous from below. The other extends left from |
| -1 along the real axis to -∞, continuous from above. |
| |
| |
| .. function:: acosh(x) |
| |
| Return the hyperbolic arc cosine of *x*. There is one branch cut, extending left |
| from 1 along the real axis to -∞, continuous from above. |
| |
| |
| .. function:: asin(x) |
| |
| Return the arc sine of *x*. This has the same branch cuts as :func:`acos`. |
| |
| |
| .. function:: asinh(x) |
| |
| Return the hyperbolic arc sine of *x*. There are two branch cuts: |
| One extends from ``1j`` along the imaginary axis to ``∞j``, |
| continuous from the right. The other extends from ``-1j`` along |
| the imaginary axis to ``-∞j``, continuous from the left. |
| |
| |
| .. function:: atan(x) |
| |
| Return the arc tangent of *x*. There are two branch cuts: One extends from |
| ``1j`` along the imaginary axis to ``∞j``, continuous from the right. The |
| other extends from ``-1j`` along the imaginary axis to ``-∞j``, continuous |
| from the left. |
| |
| |
| .. function:: atanh(x) |
| |
| Return the hyperbolic arc tangent of *x*. There are two branch cuts: One |
| extends from ``1`` along the real axis to ``∞``, continuous from below. The |
| other extends from ``-1`` along the real axis to ``-∞``, continuous from |
| above. |
| |
| |
| .. function:: cos(x) |
| |
| Return the cosine of *x*. |
| |
| |
| .. function:: cosh(x) |
| |
| Return the hyperbolic cosine of *x*. |
| |
| |
| .. function:: exp(x) |
| |
| Return the exponential value ``e**x``. |
| |
| |
| .. function:: isinf(x) |
| |
| Return *True* if the real or the imaginary part of x is positive |
| or negative infinity. |
| |
| |
| .. function:: isnan(x) |
| |
| Return *True* if the real or imaginary part of x is not a number (NaN). |
| |
| |
| .. function:: log(x[, base]) |
| |
| Returns the logarithm of *x* to the given *base*. If the *base* is not |
| specified, returns the natural logarithm of *x*. There is one branch cut, from 0 |
| along the negative real axis to -∞, continuous from above. |
| |
| |
| .. function:: log10(x) |
| |
| Return the base-10 logarithm of *x*. This has the same branch cut as |
| :func:`log`. |
| |
| |
| .. function:: sin(x) |
| |
| Return the sine of *x*. |
| |
| |
| .. function:: sinh(x) |
| |
| Return the hyperbolic sine of *x*. |
| |
| |
| .. function:: sqrt(x) |
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| Return the square root of *x*. This has the same branch cut as :func:`log`. |
| |
| |
| .. function:: tan(x) |
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| Return the tangent of *x*. |
| |
| |
| .. function:: tanh(x) |
| |
| Return the hyperbolic tangent of *x*. |
| |
| The module also defines two mathematical constants: |
| |
| |
| .. data:: pi |
| |
| The mathematical constant *pi*, as a float. |
| |
| |
| .. data:: e |
| |
| The mathematical constant *e*, as a float. |
| |
| .. index:: module: math |
| |
| Note that the selection of functions is similar, but not identical, to that in |
| module :mod:`math`. The reason for having two modules is that some users aren't |
| interested in complex numbers, and perhaps don't even know what they are. They |
| would rather have ``math.sqrt(-1)`` raise an exception than return a complex |
| number. Also note that the functions defined in :mod:`cmath` always return a |
| complex number, even if the answer can be expressed as a real number (in which |
| case the complex number has an imaginary part of zero). |
| |
| A note on branch cuts: They are curves along which the given function fails to |
| be continuous. They are a necessary feature of many complex functions. It is |
| assumed that if you need to compute with complex functions, you will understand |
| about branch cuts. Consult almost any (not too elementary) book on complex |
| variables for enlightenment. For information of the proper choice of branch |
| cuts for numerical purposes, a good reference should be the following: |
| |
| |
| .. seealso:: |
| |
| Kahan, W: Branch cuts for complex elementary functions; or, Much ado about |
| nothing's sign bit. In Iserles, A., and Powell, M. (eds.), The state of the art |
| in numerical analysis. Clarendon Press (1987) pp165-211. |
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