xf.ddlmZmZGddZdZy)) isintlike isscalarlikeceZdZdZdZedZedZedZedZ edZ edZ ed Z d Z d Zd Zd ZdZeeedZdZdZdZddZdZdZdZy)spmatrixzThis class provides a base class for all sparse matrix classes. It cannot be instantiated. Most of the work is provided by subclasses. Fcddlm}|S)Nr) bsr_matrix)_bsrr)selfrs 6/usr/lib/python3/dist-packages/scipy/sparse/_matrix.py_bsr_containerzspmatrix._bsr_container $cddlm}|S)Nr) coo_matrix)_coor)r rs r _coo_containerzspmatrix._coo_containerr rcddlm}|S)Nr) csc_matrix)_cscr)r rs r _csc_containerzspmatrix._csc_containerr rcddlm}|S)Nr) csr_matrix)_csrr)r rs r _csr_containerzspmatrix._csr_containerr rcddlm}|S)Nr) dia_matrix)_diar)r rs r _dia_containerzspmatrix._dia_containerr rcddlm}|S)Nr) dok_matrix)_dokr )r r s r _dok_containerzspmatrix._dok_container$r rcddlm}|S)Nr) lil_matrix)_lilr$)r r$s r _lil_containerzspmatrix._lil_container)r rc$|j|SN) _mul_dispatchr others r __mul__zspmatrix.__mul__/s!!%((rc$|j|Sr()_rmul_dispatchr*s r __rmul__zspmatrix.__rmul__2s""5))rcx|j\}}||k7r tdt|rut|}|dkr t d|dk(rddlm}|||jS|dk(r|jS|j|dz}|dzr||z|zS||zSt|r t dtS) Nzsparse matrix is not squarezexponent must be >= 0r)eye)dtypezexponent must be an integer) shape TypeErrorrint ValueError _constructr2r3copy__pow__rNotImplemented)r r+MNr2tmps r r;zspmatrix.__pow__6szz1 69: : U JEqy !899z+1DJJ//zyy{",,uz*CqyczC''Sy  :; ;rc~|j|dj|j}|j|_y)z$Set the shape of the matrix in-placeF)r:N)reshapeasformatformat__dict__)r r5new_selfs r set_shapezspmatrix.set_shapeSs2<<E<2;;DKKH )) rc|jS)zGet the shape of the matrix)_shaper s r get_shapezspmatrix.get_shapeZ {{rzShape of the matrix)fgetfsetdocc"|jS)z6Upcast array to a floating point format (if necessary)) _asfptyperIs r asfptypezspmatrix.asfptypeas~~rc"|jS)z3Maximum number of elements to display when printed.) _getmaxprintrIs r getmaxprintzspmatrix.getmaxprintes  ""rc|jS)zMatrix storage format)rCrIs r getformatzspmatrix.getformatirKrNc&|j|S)zNumber of stored values, including explicit zeros. Parameters ---------- axis : None, 0, or 1 Select between the number of values across the whole array, in each column, or in each row. )axis)_getnnz)r rXs r getnnzzspmatrix.getnnzms|||&&rc>|jjS)zReturn the Hermitian transpose of this array. See Also -------- numpy.matrix.getH : NumPy's implementation of `getH` for matrices ) conjugate transposerIs r getHz spmatrix.getHxs~~))++rc$|j|S)zeReturns a copy of column j of the array, as an (m x 1) sparse array (column vector). )_getcol)r js r getcolzspmatrix.getcol||Arc$|j|S)z^Returns a copy of row i of the array, as a (1 x n) sparse array (row vector). )_getrow)r is r getrowzspmatrix.getrowrcrr()__name__ __module__ __qualname____doc__ _is_arraypropertyr rrrrr"r&r,r/r;rFrJr5rQrTrVrZr^rbrgrr rrsI  )*:* )). 0E # ', rrcL|y|jddjddS)Nz sparse arrayszsparse matricesz sparse arrayz sparse matrix)replace)docstrs r _array_doc_to_matrixrrs* ~(9:w~7rN)_sputilsrrrrrrnrr rts-GGTr