o
    e                     @   s  d dl mZ d dlmZmZmZmZmZm	Z	m
Z
 d dlmZ d dlmZ d dlmZmZmZmZmZ d dlmZmZ d dlmZmZmZ d dlmZ d d	lmZ d d
l m!Z! d dl"m#Z# G dd deZ$G dd deZ%G dd deZ&G dd deZ'G dd deZ(G dd deZ)G dd deZ*G dd deZ+G dd deZ,G dd deZ-d d! Z.G d"d# d#eZ/d/d%d&Z0d0d(d)Z1d/d*d+Z2d1d-d.Z3d,S )2    )Tuple)SAddMulsympifySymbolDummyBasic)Expr)factor_terms)Function
DerivativeArgumentIndexErrorAppliedUndef
expand_mul)	fuzzy_notfuzzy_or)piIoo)Pow)Eq)sqrt)	Piecewisec                   @   p   e Zd ZU dZee ed< dZdZdZ	e
dd ZdddZdd	 Zd
d Zdd Zdd Zdd Zdd ZdS )rea  
    Returns real part of expression. This function performs only
    elementary analysis and so it will fail to decompose properly
    more complicated expressions. If completely simplified result
    is needed then use ``Basic.as_real_imag()`` or perform complex
    expansion on instance of this function.

    Examples
    ========

    >>> from sympy import re, im, I, E, symbols
    >>> x, y = symbols('x y', real=True)
    >>> re(2*E)
    2*E
    >>> re(2*I + 17)
    17
    >>> re(2*I)
    0
    >>> re(im(x) + x*I + 2)
    2
    >>> re(5 + I + 2)
    7

    Parameters
    ==========

    arg : Expr
        Real or complex expression.

    Returns
    =======

    expr : Expr
        Real part of expression.

    See Also
    ========

    im
    argsTc                 C   s@  |t ju rt jS |t ju rt jS |jr|S |jst| jr t jS |jr)| d S |j	r8t
|tr8t|jd S g g g }}}t|}|D ]7}|t}|d ur[|jsZ|| qG|tsi|jri|| qG|j|d}|ry||d  qG|| qGt|t|krdd |||fD \}	}
}| |	t|
 | S d S )Nr   ignorec                 s       | ]}t | V  qd S Nr   .0Zxs r$   TD:\Projects\ConvertPro\env\Lib\site-packages\sympy/functions/elementary/complexes.py	<genexpr>i       zre.eval.<locals>.<genexpr>)r   NaNComplexInfinityis_extended_realis_imaginaryr   Zero	is_Matrixas_real_imagis_Function
isinstance	conjugater   r   r   	make_argsas_coefficientappendhaslenimclsargincludedZrevertedexcludedr   termZcoeffZ	real_imagabcr$   r$   r%   evalD   s<   




zre.evalc                 K   
   | t jfS )zF
        Returns the real number with a zero imaginary part.

        r   r,   selfdeephintsr$   r$   r%   r.   m      
zre.as_real_imagc                 C   ^   |j s	| jd j rtt| jd |ddS |js| jd jr-t tt| jd |dd S d S Nr   Tevaluate)r*   r   r   r   r+   r   r7   rE   xr$   r$   r%   _eval_derivativet      zre._eval_derivativec                 K   s   | j d tt| j d   S Nr   )r   r   r7   rE   r:   kwargsr$   r$   r%   _eval_rewrite_as_im{   s   zre._eval_rewrite_as_imc                 C      | j d jS rQ   r   Zis_algebraicrE   r$   r$   r%   _eval_is_algebraic~      zre._eval_is_algebraicc                 C   s   t | jd j| jd jgS rQ   )r   r   r+   is_zerorW   r$   r$   r%   _eval_is_zero   s   zre._eval_is_zeroc                 C      | j d jrdS d S Nr   Tr   	is_finiterW   r$   r$   r%   _eval_is_finite      zre._eval_is_finitec                 C   r\   r]   r^   rW   r$   r$   r%   _eval_is_complex   ra   zre._eval_is_complexNT)__name__
__module____qualname____doc__tTupler
   __annotations__r*   
unbranched_singularitiesclassmethodrA   r.   rO   rT   rX   r[   r`   rb   r$   r$   r$   r%   r      s   
 )

(r   c                   @   r   )r7   a  
    Returns imaginary part of expression. This function performs only
    elementary analysis and so it will fail to decompose properly more
    complicated expressions. If completely simplified result is needed then
    use ``Basic.as_real_imag()`` or perform complex expansion on instance of
    this function.

    Examples
    ========

    >>> from sympy import re, im, E, I
    >>> from sympy.abc import x, y
    >>> im(2*E)
    0
    >>> im(2*I + 17)
    2
    >>> im(x*I)
    re(x)
    >>> im(re(x) + y)
    im(y)
    >>> im(2 + 3*I)
    3

    Parameters
    ==========

    arg : Expr
        Real or complex expression.

    Returns
    =======

    expr : Expr
        Imaginary part of expression.

    See Also
    ========

    re
    r   Tc                 C   sH  |t ju rt jS |t ju rt jS |jrt jS |jst| jr#t | S |jr,| d S |j	r<t
|tr<t|jd  S g g g }}}t|}|D ]7}|t}|d ure|js_|| qK|| qK|tsm|js|j|d}|r}||d  qK|| qKt|t|krdd |||fD \}	}
}| |	t|
 | S d S )N   r   r   c                 s   r   r    r!   r"   r$   r$   r%   r&      r'   zim.eval.<locals>.<genexpr>)r   r(   r)   r*   r,   r+   r   r-   r.   r/   r0   r1   r7   r   r   r2   r3   r4   r5   r6   r   r8   r$   r$   r%   rA      s<   





zim.evalc                 K   rB   )zC
        Return the imaginary part with a zero real part.

        rC   rD   r$   r$   r%   r.      rH   zim.as_real_imagc                 C   rI   rJ   )r*   r   r7   r   r+   r   r   rM   r$   r$   r%   rO      rP   zim._eval_derivativec                 K   s   t  | jd t| jd   S rQ   )r   r   r   rR   r$   r$   r%   _eval_rewrite_as_re   s   zim._eval_rewrite_as_rec                 C   rU   rQ   rV   rW   r$   r$   r%   rX      rY   zim._eval_is_algebraicc                 C   rU   rQ   r   r*   rW   r$   r$   r%   r[      rY   zim._eval_is_zeroc                 C   r\   r]   r^   rW   r$   r$   r%   r`      ra   zim._eval_is_finitec                 C   r\   r]   r^   rW   r$   r$   r%   rb     ra   zim._eval_is_complexNrc   )rd   re   rf   rg   rh   r
   ri   r*   rj   rk   rl   rA   r.   rO   rn   rX   r[   r`   rb   r$   r$   r$   r%   r7      s   
 )

'r7   c                       s   e Zd ZdZdZdZ fddZedd Zdd Z	d	d
 Z
dd Zdd Zdd Zdd Zdd Zdd Zdd Zd$ddZdd Zdd Zd d! Zd"d# Z  ZS )%signa  
    Returns the complex sign of an expression:

    Explanation
    ===========

    If the expression is real the sign will be:

        * $1$ if expression is positive
        * $0$ if expression is equal to zero
        * $-1$ if expression is negative

    If the expression is imaginary the sign will be:

        * $I$ if im(expression) is positive
        * $-I$ if im(expression) is negative

    Otherwise an unevaluated expression will be returned. When evaluated, the
    result (in general) will be ``cos(arg(expr)) + I*sin(arg(expr))``.

    Examples
    ========

    >>> from sympy import sign, I

    >>> sign(-1)
    -1
    >>> sign(0)
    0
    >>> sign(-3*I)
    -I
    >>> sign(1 + I)
    sign(1 + I)
    >>> _.evalf()
    0.707106781186548 + 0.707106781186548*I

    Parameters
    ==========

    arg : Expr
        Real or imaginary expression.

    Returns
    =======

    expr : Expr
        Complex sign of expression.

    See Also
    ========

    Abs, conjugate
    Tc                    s>   t   }|| kr| jd jdu r| jd t| jd  S |S )Nr   F)superdoitr   rZ   Abs)rE   rG   s	__class__r$   r%   rr   C  s   
z	sign.doitc           	      C   s:  |j rW| \}}g }t|}|D ]-}|jr| }q|jrq|jr9t|}|jr3|t9 }|jr2| }q|	| q|	| q|t
ju rNt|t|krNd S || |j|  S |t
ju r_t
jS |jret
jS |jrkt
jS |jrqt
jS |jr{t|tr{|S |jr|jr|jt
ju rtS t | }|jrtS |jrt S d S d S r    )is_Mulas_coeff_mulrp   is_extended_negativeis_extended_positiver+   r7   is_comparabler   r4   r   Oner6   Z_new_rawargsr(   rZ   r,   NegativeOner/   r0   is_PowexpHalf)	r9   r:   r@   r   unkrt   r>   Zaiarg2r$   r$   r%   rA   I  sT   


z	sign.evalc                 C   s   t | jd jrtjS d S rQ   )r   r   rZ   r   r|   rW   r$   r$   r%   	_eval_Abs{  s   zsign._eval_Absc                 C   s   t t| jd S rQ   )rp   r1   r   rW   r$   r$   r%   _eval_conjugate     zsign._eval_conjugatec                 C   s   | j d jrddlm} dt| j d |dd || j d  S | j d jrAddlm} dt| j d |dd |t | j d   S d S )Nr   )
DiracDelta   TrK   )r   r*   'sympy.functions.special.delta_functionsr   r   r+   r   )rE   rN   r   r$   r$   r%   rO     s   zsign._eval_derivativec                 C   r\   r]   )r   Zis_nonnegativerW   r$   r$   r%   _eval_is_nonnegative  ra   zsign._eval_is_nonnegativec                 C   r\   r]   )r   Zis_nonpositiverW   r$   r$   r%   _eval_is_nonpositive  ra   zsign._eval_is_nonpositivec                 C   rU   rQ   )r   r+   rW   r$   r$   r%   _eval_is_imaginary  rY   zsign._eval_is_imaginaryc                 C   rU   rQ   ro   rW   r$   r$   r%   _eval_is_integer  rY   zsign._eval_is_integerc                 C   rU   rQ   )r   rZ   rW   r$   r$   r%   r[     rY   zsign._eval_is_zeroc                 C   s.   t | jd jr|jr|jrtjS d S d S d S rQ   )r   r   rZ   
is_integeris_evenr   r|   )rE   otherr$   r$   r%   _eval_power  s   zsign._eval_powerr   c                 C   sV   | j d }||d}|dkr| |S |dkr|||}t|dk r(tj S tjS rQ   )r   subsfuncdirr   r   r|   )rE   rN   nlogxcdirZarg0Zx0r$   r$   r%   _eval_nseries  s   

zsign._eval_nseriesc                 K   s&   |j rtd|dkfd|dk fdS d S )Nrm   r   )r   T)r*   r   rR   r$   r$   r%   _eval_rewrite_as_Piecewise  s   zsign._eval_rewrite_as_Piecewisec                 K   s&   ddl m} |jr||d d S d S )Nr   	Heavisider   rm   r   r   r*   rE   r:   rS   r   r$   r$   r%   _eval_rewrite_as_Heaviside  s   zsign._eval_rewrite_as_Heavisidec                 K   s    t dt|df|t| dfS r]   )r   r   rs   rR   r$   r$   r%   _eval_rewrite_as_Abs  s    zsign._eval_rewrite_as_Absc                 K   s   |  t| jd S rQ   )r   r   r   )rE   rS   r$   r$   r%   _eval_simplify  s   zsign._eval_simplifyr   )rd   re   rf   rg   Z
is_complexrk   rr   rl   rA   r   r   rO   r   r   r   r   r[   r   r   r   r   r   r   __classcell__r$   r$   ru   r%   rp   	  s*    6
1

	rp   c                   @   s   e Zd ZU dZee ed< dZdZdZ	dZ
dZd,ddZedd	 Zd
d Zdd Zdd Zdd Zdd Zdd Zdd Zdd Zdd Zdd Zd-dd Zd!d" Zd#d$ Zd%d& Zd'd( Zd)d* Zd+S ).rs   ab  
    Return the absolute value of the argument.

    Explanation
    ===========

    This is an extension of the built-in function ``abs()`` to accept symbolic
    values.  If you pass a SymPy expression to the built-in ``abs()``, it will
    pass it automatically to ``Abs()``.

    Examples
    ========

    >>> from sympy import Abs, Symbol, S, I
    >>> Abs(-1)
    1
    >>> x = Symbol('x', real=True)
    >>> Abs(-x)
    Abs(x)
    >>> Abs(x**2)
    x**2
    >>> abs(-x) # The Python built-in
    Abs(x)
    >>> Abs(3*x + 2*I)
    sqrt(9*x**2 + 4)
    >>> Abs(8*I)
    8

    Note that the Python built-in will return either an Expr or int depending on
    the argument::

        >>> type(abs(-1))
        <... 'int'>
        >>> type(abs(S.NegativeOne))
        <class 'sympy.core.numbers.One'>

    Abs will always return a SymPy object.

    Parameters
    ==========

    arg : Expr
        Real or complex expression.

    Returns
    =======

    expr : Expr
        Absolute value returned can be an expression or integer depending on
        input arg.

    See Also
    ========

    sign, conjugate
    r   TFrm   c                 C   s    |dkrt | jd S t| |)zE
        Get the first derivative of the argument to Abs().

        rm   r   )rp   r   r   )rE   Zargindexr$   r$   r%   fdiff   s   
z	Abs.fdiffc                    s  ddl m} t dr  }|d ur|S t ts"tdt  | dd   \}}|j	r<|j	s<| || | S  j
rg }g } jD ];}|jrm|jjrm|jjrm| |j}	t|	| rc|| qF|t|	|j qF| |}
t|
| r||| qF||
 qFt| }|r| t| ddntj}|| S  tju rtjS  tju rtS ddlm}m}  jr  \}}|jr|jr|jrÈ S |tju rtjS t|| S |j r|t!| S |j"r| t!| |t# t$|  S d S |%t&s||' \}}|t(|  }|t!|| S t |r|t! jd S t t)r/ j*r& S  jr-  S d S  j+rI %ttj,rIt-dd	  ' D rItS  j.rPtj/S  j rV S  j0r]  S  j1rlt(   }|j rl|S  jrrd S | 2 dd3t2 3t2 }|rt4 fd
d	|D rd S  krΈ  krЈ 3t} 5dd |D }dd |j	D }|rt4fdd	|D st6t7  S d S d S d S )Nr   )signsimpr   zBad argument type for Abs(): %sFrK   )r   logc                 s   s    | ]}|j V  qd S r    )is_infiniter#   r>   r$   r$   r%   r&   P  s    zAbs.eval.<locals>.<genexpr>c                 3   s     | ]}  |jd  V  qdS )r   N)r5   r   r#   ir:   r$   r%   r&   b  s    c                 S   s   i | ]}|t d dqS )T)real)r   r   r$   r$   r%   
<dictcomp>f      zAbs.eval.<locals>.<dictcomp>c                 S   s   g | ]	}|j d u r|qS r    )r*   r   r$   r$   r%   
<listcomp>g      zAbs.eval.<locals>.<listcomp>c                 3   s    | ]
}  t|V  qd S r    )r5   r1   )r#   u)conjr$   r%   r&   h  s    )8Zsympy.simplify.simplifyr   hasattrr   r0   r
   	TypeErrortypeZas_numer_denomfree_symbolsrw   r   r~   r   r   Zis_negativebaser4   r   r   r   r|   r(   r)   r   &sympy.functions.elementary.exponentialr   Zas_base_expr*   r   r}   rs   is_extended_nonnegativer   ry   r   r7   r5   r   r.   r   r   is_positiveis_AddNegativeInfinityanyrZ   r,   Zis_extended_nonpositiver+   r1   atomsallZxreplacer   r   )r9   r:   r   objr   dZknownr   tZbnewZtnewr   r   r   exponentr>   r?   zr   Znew_conjr   Zabs_free_argr$   )r:   r   r%   rA   
  s   








 

zAbs.evalc                 C   r\   r]   r^   rW   r$   r$   r%   _eval_is_realk  ra   zAbs._eval_is_realc                 C      | j d jr| j d jS d S rQ   )r   r*   r   rW   r$   r$   r%   r   o     zAbs._eval_is_integerc                 C      t | jd jS rQ   r   _argsrZ   rW   r$   r$   r%   _eval_is_extended_nonzeros     zAbs._eval_is_extended_nonzeroc                 C   rU   rQ   )r   rZ   rW   r$   r$   r%   r[   v  rY   zAbs._eval_is_zeroc                 C   r   rQ   r   rW   r$   r$   r%   _eval_is_extended_positivey  r   zAbs._eval_is_extended_positivec                 C   r   rQ   )r   r*   Zis_rationalrW   r$   r$   r%   _eval_is_rational|  r   zAbs._eval_is_rationalc                 C   r   rQ   )r   r*   r   rW   r$   r$   r%   _eval_is_even  r   zAbs._eval_is_evenc                 C   r   rQ   )r   r*   Zis_oddrW   r$   r$   r%   _eval_is_odd  r   zAbs._eval_is_oddc                 C   rU   rQ   rV   rW   r$   r$   r%   rX     rY   zAbs._eval_is_algebraicc                 C   sP   | j d jr&|jr&|jr| j d | S |tjur&|jr&| j d |d  |  S d S )Nr   rm   )r   r*   r   r   r   r}   Z
is_Integer)rE   r   r$   r$   r%   r     s   zAbs._eval_powerr   c                 C   sd   ddl m} | jd |d }|||r||||}| jd j|||d}t||  S )Nr   )r   )r   r   )	r   r   r   Zleadtermr5   r   r   rp   expand)rE   rN   r   r   r   r   	directionrt   r$   r$   r%   r     s   zAbs._eval_nseriesc                 C   s   | j d js| j d jrt| j d |ddtt| j d  S t| j d tt| j d |dd t| j d tt| j d |dd  t| j d  }|	tS rJ   )
r   r*   r+   r   rp   r1   r   r7   rs   Zrewrite)rE   rN   rvr$   r$   r%   rO     s   
zAbs._eval_derivativec                 K   s,   ddl m} |jr|||||   S d S )Nr   r   r   r   r$   r$   r%   r     s   zAbs._eval_rewrite_as_Heavisidec                 K   sL   |j rt||dkf| dfS |jr$tt| t| dkft | dfS d S r]   )r*   r   r+   r   rR   r$   r$   r%   r     s
   $zAbs._eval_rewrite_as_Piecewisec                 K   s   |t | S r    rp   rR   r$   r$   r%   _eval_rewrite_as_sign  rY   zAbs._eval_rewrite_as_signc                 K   s   t |t| S r    )r   r1   rR   r$   r$   r%   _eval_rewrite_as_conjugate  r   zAbs._eval_rewrite_as_conjugateN)rm   r   )rd   re   rf   rg   rh   r
   ri   r*   ry   r   rj   rk   r   rl   rA   r   r   r   r[   r   r   r   r   rX   r   r   rO   r   r   r   r   r$   r$   r$   r%   rs     s6   
 9


`
	rs   c                   @   s<   e Zd ZdZdZdZdZdZedd Z	dd Z
dd Zd	S )
r:   a  
    Returns the argument (in radians) of a complex number. The argument is
    evaluated in consistent convention with ``atan2`` where the branch-cut is
    taken along the negative real axis and ``arg(z)`` is in the interval
    $(-\pi,\pi]$. For a positive number, the argument is always 0; the
    argument of a negative number is $\pi$; and the argument of 0
    is undefined and returns ``nan``. So the ``arg`` function will never nest
    greater than 3 levels since at the 4th application, the result must be
    nan; for a real number, nan is returned on the 3rd application.

    Examples
    ========

    >>> from sympy import arg, I, sqrt, Dummy
    >>> from sympy.abc import x
    >>> arg(2.0)
    0
    >>> arg(I)
    pi/2
    >>> arg(sqrt(2) + I*sqrt(2))
    pi/4
    >>> arg(sqrt(3)/2 + I/2)
    pi/6
    >>> arg(4 + 3*I)
    atan(3/4)
    >>> arg(0.8 + 0.6*I)
    0.643501108793284
    >>> arg(arg(arg(arg(x))))
    nan
    >>> real = Dummy(real=True)
    >>> arg(arg(arg(real)))
    nan

    Parameters
    ==========

    arg : Expr
        Real or complex expression.

    Returns
    =======

    value : Expr
        Returns arc tangent of arg measured in radians.

    Tc                 C   s
  |}t dD ]}t|| r|jd }q|dkr|jrtj  S  ntjS ddlm} t||r4t|t	S |j
sSt| \}}|jrLtdd |jD  }t|| }n|}tdd |tD rcd S dd	lm} | \}}	||	|}
|
jry|
S ||kr| |d
dS d S )N   r   r   	exp_polarc                 S   s$   g | ]}t |d vr|nt |qS ))r   rm   r   r   r$   r$   r%   r     s
    zarg.eval.<locals>.<listcomp>c                 s   s    | ]}|j d u V  qd S r    )rz   r   r$   r$   r%   r&     s    zarg.eval.<locals>.<genexpr>atan2FrK   )ranger0   r   r*   r   r(   r   r   periodic_argumentr   is_Atomr   Zas_coeff_Mulrw   r   rp   r   r   r   (sympy.functions.elementary.trigonometricr   r.   	is_number)r9   r:   r>   r   r   r@   Zarg_r   rN   yr   r$   r$   r%   rA     s:   




zarg.evalc                 C   sF   | j d  \}}|t||dd |t||dd  |d |d   S )Nr   TrK   r   )r   r.   r   )rE   r   rN   r   r$   r$   r%   rO     s   zarg._eval_derivativec                 K   s(   ddl m} | jd  \}}|||S )Nr   r   )r   r   r   r.   )rE   r:   rS   r   rN   r   r$   r$   r%   _eval_rewrite_as_atan2  s   
zarg._eval_rewrite_as_atan2N)rd   re   rf   rg   r*   is_realr_   rk   rl   rA   rO   r   r$   r$   r$   r%   r:     s    /
 r:   c                   @   sX   e Zd ZdZdZedd Zdd Zdd Zd	d
 Z	dd Z
dd Zdd Zdd ZdS )r1   a>  
    Returns the *complex conjugate* [1]_ of an argument.
    In mathematics, the complex conjugate of a complex number
    is given by changing the sign of the imaginary part.

    Thus, the conjugate of the complex number
    :math:`a + ib` (where $a$ and $b$ are real numbers) is :math:`a - ib`

    Examples
    ========

    >>> from sympy import conjugate, I
    >>> conjugate(2)
    2
    >>> conjugate(I)
    -I
    >>> conjugate(3 + 2*I)
    3 - 2*I
    >>> conjugate(5 - I)
    5 + I

    Parameters
    ==========

    arg : Expr
        Real or complex expression.

    Returns
    =======

    arg : Expr
        Complex conjugate of arg as real, imaginary or mixed expression.

    See Also
    ========

    sign, Abs

    References
    ==========

    .. [1] https://en.wikipedia.org/wiki/Complex_conjugation
    Tc                 C      |  }|d ur
|S d S r    )r   r9   r:   r   r$   r$   r%   rA   G     zconjugate.evalc                 C   s   t S r    )r1   rW   r$   r$   r%   inverseM  s   zconjugate.inversec                 C      t | jd ddS rJ   rs   r   rW   r$   r$   r%   r   P  r   zconjugate._eval_Absc                 C      t | jd S rQ   	transposer   rW   r$   r$   r%   _eval_adjointS     zconjugate._eval_adjointc                 C   
   | j d S rQ   r   rW   r$   r$   r%   r   V     
zconjugate._eval_conjugatec                 C   sB   |j rtt| jd |ddS |jrtt| jd |dd S d S rJ   )r   r1   r   r   r+   rM   r$   r$   r%   rO   Y  s
   zconjugate._eval_derivativec                 C   r   rQ   adjointr   rW   r$   r$   r%   _eval_transpose_  r   zconjugate._eval_transposec                 C   rU   rQ   rV   rW   r$   r$   r%   rX   b  rY   zconjugate._eval_is_algebraicN)rd   re   rf   rg   rk   rl   rA   r   r   r   r   rO   r   rX   r$   r$   r$   r%   r1     s    +
r1   c                   @   s4   e Zd ZdZedd Zdd Zdd Zdd	 Zd
S )r   a  
    Linear map transposition.

    Examples
    ========

    >>> from sympy import transpose, Matrix, MatrixSymbol
    >>> A = MatrixSymbol('A', 25, 9)
    >>> transpose(A)
    A.T
    >>> B = MatrixSymbol('B', 9, 22)
    >>> transpose(B)
    B.T
    >>> transpose(A*B)
    B.T*A.T
    >>> M = Matrix([[4, 5], [2, 1], [90, 12]])
    >>> M
    Matrix([
    [ 4,  5],
    [ 2,  1],
    [90, 12]])
    >>> transpose(M)
    Matrix([
    [4, 2, 90],
    [5, 1, 12]])

    Parameters
    ==========

    arg : Matrix
         Matrix or matrix expression to take the transpose of.

    Returns
    =======

    value : Matrix
        Transpose of arg.

    c                 C   r   r    )r   r   r$   r$   r%   rA     r   ztranspose.evalc                 C   r   rQ   r1   r   rW   r$   r$   r%   r     r   ztranspose._eval_adjointc                 C   r   rQ   r   rW   r$   r$   r%   r     r   ztranspose._eval_conjugatec                 C   r   rQ   r   rW   r$   r$   r%   r     r   ztranspose._eval_transposeN)	rd   re   rf   rg   rl   rA   r   r   r   r$   r$   r$   r%   r   f  s    (
r   c                   @   sF   e Zd ZdZedd Zdd Zdd Zdd	 ZdddZ	dd Z
d
S )r   a  
    Conjugate transpose or Hermite conjugation.

    Examples
    ========

    >>> from sympy import adjoint, MatrixSymbol
    >>> A = MatrixSymbol('A', 10, 5)
    >>> adjoint(A)
    Adjoint(A)

    Parameters
    ==========

    arg : Matrix
        Matrix or matrix expression to take the adjoint of.

    Returns
    =======

    value : Matrix
        Represents the conjugate transpose or Hermite
        conjugation of arg.

    c                 C   s0   |  }|d ur
|S | }|d urt|S d S r    )r   r   r1   r   r$   r$   r%   rA     s   zadjoint.evalc                 C   r   rQ   r   rW   r$   r$   r%   r     r   zadjoint._eval_adjointc                 C   r   rQ   r   rW   r$   r$   r%   r     r   zadjoint._eval_conjugatec                 C   r   rQ   r   rW   r$   r$   r%   r     r   zadjoint._eval_transposeNc                 G   s,   | | jd }d| }|rd||f }|S )Nr   z%s^{\dagger}z\left(%s\right)^{%s})_printr   )rE   printerr   r   r:   texr$   r$   r%   _latex  s
   zadjoint._latexc                 G   sJ   ddl m} |j| jd g|R  }|jr||d }|S ||d }|S )Nr   )
prettyFormu   †+)Z sympy.printing.pretty.stringpictr   r   r   Z_use_unicode)rE   r   r   r   Zpformr$   r$   r%   _pretty  s   zadjoint._prettyr    )rd   re   rf   rg   rl   rA   r   r   r   r   r   r$   r$   r$   r%   r     s    

r   c                   @   s4   e Zd ZdZdZdZedd Zdd Zdd	 Z	d
S )
polar_lifta  
    Lift argument to the Riemann surface of the logarithm, using the
    standard branch.

    Examples
    ========

    >>> from sympy import Symbol, polar_lift, I
    >>> p = Symbol('p', polar=True)
    >>> x = Symbol('x')
    >>> polar_lift(4)
    4*exp_polar(0)
    >>> polar_lift(-4)
    4*exp_polar(I*pi)
    >>> polar_lift(-I)
    exp_polar(-I*pi/2)
    >>> polar_lift(I + 2)
    polar_lift(2 + I)

    >>> polar_lift(4*x)
    4*polar_lift(x)
    >>> polar_lift(4*p)
    4*p

    Parameters
    ==========

    arg : Expr
        Real or complex expression.

    See Also
    ========

    sympy.functions.elementary.exponential.exp_polar
    periodic_argument
    TFc           	      C   s  ddl m} |jr*||}|dtd t d tfv r*ddlm} |t| t| S |jr1|j	}n|g}g }g }g }|D ]}|j
rG||g7 }q<|jrP||g7 }q<||g7 }q<t|t|k r|rlt||  tt|  S |rtt||  S ddlm} t| |d S d S )Nr   r   r   r   )Z$sympy.functions.elementary.complexesr:   r   r   r   r   r   absrw   r   is_polarr   r6   r   r   )	r9   r:   Zargumentarr   r   r;   r<   Zpositiver$   r$   r%   rA   
  s4   zpolar_lift.evalc                 C   s   | j d |S )z. Careful! any evalf of polar numbers is flaky r   )r   _eval_evalf)rE   precr$   r$   r%   r   .  s   zpolar_lift._eval_evalfc                 C   r   rJ   r   rW   r$   r$   r%   r   2  r   zpolar_lift._eval_AbsN)
rd   re   rf   rg   r   r{   rl   rA   r   r   r$   r$   r$   r%   r     s    %
#r   c                   @   s0   e Zd ZdZedd Zedd Zdd ZdS )	r   a  
    Represent the argument on a quotient of the Riemann surface of the
    logarithm. That is, given a period $P$, always return a value in
    $(-P/2, P/2]$, by using $\exp(PI) = 1$.

    Examples
    ========

    >>> from sympy import exp_polar, periodic_argument
    >>> from sympy import I, pi
    >>> periodic_argument(exp_polar(10*I*pi), 2*pi)
    0
    >>> periodic_argument(exp_polar(5*I*pi), 4*pi)
    pi
    >>> from sympy import exp_polar, periodic_argument
    >>> from sympy import I, pi
    >>> periodic_argument(exp_polar(5*I*pi), 2*pi)
    pi
    >>> periodic_argument(exp_polar(5*I*pi), 3*pi)
    -pi
    >>> periodic_argument(exp_polar(5*I*pi), pi)
    0

    Parameters
    ==========

    ar : Expr
        A polar number.

    period : Expr
        The period $P$.

    See Also
    ========

    sympy.functions.elementary.exponential.exp_polar
    polar_lift : Lift argument to the Riemann surface of the logarithm
    principal_branch
    c           	      C   s   ddl m}m} |jr|j}n|g}d}|D ]I}|js"|t|7 }qt||r1||j	 d 7 }q|j
rN|j	 \}}||t|j ||t|j  7 }qt|tr]|t|jd 7 }q d S |S )Nr   )r   r   rm   )r   r   r   rw   r   r   r:   r0   r   r.   r~   unbranched_argumentr   r   r   )	r9   r   r   r   r   rj   r>   r   r7   r$   r$   r%   _getunbranched_  s*   

z periodic_argument._getunbranchedc           	      C   s
  |j sd S |tkrt|trt|j S t|tr&|dt kr&t|jd |S |jrAdd |jD }t	|t	|jkrAtt
| |S | |}|d u rLd S ddlm}m} |t||r]d S |tkrc|S |tkrddlm} ||| tj | }||s|| S d S d S )Nr   r   c                 S   s   g | ]}|j s|qS r$   )r   r#   rN   r$   r$   r%   r         z*periodic_argument.eval.<locals>.<listcomp>)atanr   ceiling)rz   r   r0   principal_branchr   r   r   r   rw   r6   r   r  r   r  r   r5   #sympy.functions.elementary.integersr  r   r   )	r9   r   periodZnewargsrj   r  r   r  r   r$   r$   r%   rA   v  s2   


zperiodic_argument.evalc                 C   sn   | j \}}|tkrt|}|d u r| S ||S t|t|}ddlm} |||| tj |  |S )Nr   r  )	r   r   r   r  r   r
  r  r   r   )rE   r  r   r  rj   ubr  r$   r$   r%   r     s   


 zperiodic_argument._eval_evalfN)rd   re   rf   rg   rl   r  rA   r   r$   r$   r$   r%   r   6  s    (

r   c                 C   s
   t | tS )a\  
    Returns periodic argument of arg with period as infinity.

    Examples
    ========

    >>> from sympy import exp_polar, unbranched_argument
    >>> from sympy import I, pi
    >>> unbranched_argument(exp_polar(15*I*pi))
    15*pi
    >>> unbranched_argument(exp_polar(7*I*pi))
    7*pi

    See also
    ========

    periodic_argument
    )r   r   r   r$   r$   r%   r    s   
r  c                   @   s,   e Zd ZdZdZdZedd Zdd ZdS )	r	  a  
    Represent a polar number reduced to its principal branch on a quotient
    of the Riemann surface of the logarithm.

    Explanation
    ===========

    This is a function of two arguments. The first argument is a polar
    number `z`, and the second one a positive real number or infinity, `p`.
    The result is ``z mod exp_polar(I*p)``.

    Examples
    ========

    >>> from sympy import exp_polar, principal_branch, oo, I, pi
    >>> from sympy.abc import z
    >>> principal_branch(z, oo)
    z
    >>> principal_branch(exp_polar(2*pi*I)*3, 2*pi)
    3*exp_polar(0)
    >>> principal_branch(exp_polar(2*pi*I)*3*z, 2*pi)
    3*principal_branch(z, 2*pi)

    Parameters
    ==========

    x : Expr
        A polar number.

    period : Expr
        Positive real number or infinity.

    See Also
    ========

    sympy.functions.elementary.exponential.exp_polar
    polar_lift : Lift argument to the Riemann surface of the logarithm
    periodic_argument
    TFc                 C   s  ddl m} t|trt|jd |S |tkr|S t|t}t||}||krj|tsj|tsjt|}dd }|	t|}t|t}|tsj||krX|t
||  | }n|}|jsh||sh||d9 }|S |jss|d}	}
n|j|j \}	}
g }|
D ]}|jr|	|9 }	q||g7 }qt|}
t|	|}|trd S |jrt|	|ks|dkr|
dkr|	dkr|dkrt|	tt|
 | S t|t
| t|
  |t|	 S |jrt||d k dks||d kr|
dkr||t
 t|	 S d S d S d S )	Nr   r   c                 S   s   t | ts	t| S | S r    )r0   r   r   )exprr$   r$   r%   mr  s   
z!principal_branch.eval.<locals>.mrr$   rm   r   T)r   r   r0   r   r	  r   r   r   r5   replacer   r   r   rx   r   tupler   r  r   r   )rE   rN   r  r   r  Zbargplr  resr@   mZothersr   r:   r$   r$   r%   rA     sX   







"&zprincipal_branch.evalc                 C   sZ   | j \}}t|||}t|tks|t kr| S ddlm} t||t|  |S )Nr   )r   )r   r   r   r   r   r   r   r   )rE   r  r   r  pr   r$   r$   r%   r     s   
zprincipal_branch._eval_evalfN)	rd   re   rf   rg   r   r{   rl   rA   r   r$   r$   r$   r%   r	    s    (
3r	  Fc           
         s`  ddl m} | jr| S | jrst| S t| tr!s! r!t| S | jr&| S | jr>| j	 fdd| j
D  } r<t|S |S | jrT| jtjkrT| 	tjt| j ddS | jrd| j	 fdd| j
D  S t| |rt| j d}g }| j
dd  D ]}t|d dd	}t|dd   d	}	||f|	  qz||ft|  S | j	 fd
d| j
D  S )Nr   )Integralc                       g | ]	}t | d dqS )Tpause	_polarifyr#   r:   liftr$   r%   r   *  r   z_polarify.<locals>.<listcomp>Fr  c                    r  )Fr  r  r  r  r$   r%   r   1  r   rm   r  r  c                    s(   g | ]}t |trt| d n|qS )r  )r0   r
   r  r  r  r$   r%   r   <  s
    
)Zsympy.integrals.integralsr  r   r   r   r0   r   r   r   r   r   r~   r   r   ZExp1r  r   r/   functionr4   r  )
eqr  r  r  rr   Zlimitslimitvarrestr$   r  r%   r    s:   

r  Tc                 C   sN   |rd}t t| |} |s| S dd | jD }| |} | dd | D fS )a  
    Turn all numbers in eq into their polar equivalents (under the standard
    choice of argument).

    Note that no attempt is made to guess a formal convention of adding
    polar numbers, expressions like $1 + x$ will generally not be altered.

    Note also that this function does not promote ``exp(x)`` to ``exp_polar(x)``.

    If ``subs`` is ``True``, all symbols which are not already polar will be
    substituted for polar dummies; in this case the function behaves much
    like :func:`~.posify`.

    If ``lift`` is ``True``, both addition statements and non-polar symbols are
    changed to their ``polar_lift()``ed versions.
    Note that ``lift=True`` implies ``subs=False``.

    Examples
    ========

    >>> from sympy import polarify, sin, I
    >>> from sympy.abc import x, y
    >>> expr = (-x)**y
    >>> expr.expand()
    (-x)**y
    >>> polarify(expr)
    ((_x*exp_polar(I*pi))**_y, {_x: x, _y: y})
    >>> polarify(expr)[0].expand()
    _x**_y*exp_polar(_y*I*pi)
    >>> polarify(x, lift=True)
    polar_lift(x)
    >>> polarify(x*(1+y), lift=True)
    polar_lift(x)*polar_lift(y + 1)

    Adds are treated carefully:

    >>> polarify(1 + sin((1 + I)*x))
    (sin(_x*polar_lift(1 + I)) + 1, {_x: x})
    Fc                 S   s   i | ]
}|t |jd dqS )T)Zpolar)r   name)r#   rt   r$   r$   r%   r   m  s    zpolarify.<locals>.<dictcomp>c                 S   s   i | ]\}}||qS r$   r$   )r#   rt   r!  r$   r$   r%   r   o  r  )r  r   r   r   items)r   r   r  Zrepsr$   r$   r%   polarify@  s   (
r'  c                    sR  t | tr| jr
| S |slddlm}m} t | |r!|t| j S t | tr7| jd dt	 kr7t| jd  S | j
sR| jsR| jsR| jr_| jdv rMd| jv sR| jdvr_| j fdd| jD  S t | trlt| jd  S | jrt| j }t| j |jo~|  }|| S | jrt| jdd	r| j fd
d| jD  S | j fdd| jD  S )Nr   )r   r   rm   r   )z==z!=c                    s   g | ]}t | qS r$   _unpolarifyr  exponents_onlyr$   r%   r     r  z_unpolarify.<locals>.<listcomp>rj   Fc                    s   g | ]}t |  qS r$   r(  r  r*  r$   r%   r     s    c                    s   g | ]}t | d qS rc   r(  r  r*  r$   r%   r     r   )r0   r	   r   r   r   r   r)  r	  r   r   r   rw   Z
is_BooleanZis_RelationalZrel_opr   r   r~   r   r   r/   getattr)r   r+  r  r   r   Zexpor   r$   r*  r%   r)  r  s@   


r)  Nc                 C   s   t | tr| S t| } |durt| |S d}d}|rd}|r9d}t| ||}|| kr0d}|} t |tr7|S |s ddlm} ||ddtddiS )a  
    If `p` denotes the projection from the Riemann surface of the logarithm to
    the complex line, return a simplified version `eq'` of `eq` such that
    `p(eq') = p(eq)`.
    Also apply the substitution subs in the end. (This is a convenience, since
    ``unpolarify``, in a certain sense, undoes :func:`polarify`.)

    Examples
    ========

    >>> from sympy import unpolarify, polar_lift, sin, I
    >>> unpolarify(polar_lift(I + 2))
    2 + I
    >>> unpolarify(sin(polar_lift(I + 7)))
    sin(7 + I)
    NTFr   r   rm   )	r0   boolr   
unpolarifyr   r)  r   r   r   )r   r   r+  changedr  r  r   r$   r$   r%   r.    s(   


r.  )F)TF)NF)4typingr   rh   Z
sympy.corer   r   r   r   r   r   r	   Zsympy.core.exprr
   Zsympy.core.exprtoolsr   Zsympy.core.functionr   r   r   r   r   Zsympy.core.logicr   r   Zsympy.core.numbersr   r   r   Zsympy.core.powerr   Zsympy.core.relationalr   Z(sympy.functions.elementary.miscellaneousr   Z$sympy.functions.elementary.piecewiser   r   r7   rp   rs   r:   r1   r   r   r   r   r  r	  r  r'  r)  r.  r$   r$   r$   r%   <module>   s:    $z{ 6 {aM9BUj
i
!
2!