Пример #1
0
    def contract_two_to_two(self, subscripts, two, out=None, factor=1.0, clear=True):
        """Contract self with a two-index to obtain a two-index.

           **Arguments:**

           subscripts
                Any of ``abcd,bd->ac`` (direct), ``abcd,cb->ad`` (exchange)

           two
                The input two-index object. (DenseTwoIndex)

           **Optional arguments:**

           out, factor, clear
                See :py:meth:`DenseLinalgFactory.einsum`
        """
        check_options('subscripts', subscripts, 'abcd,bd->ac', 'abcd,cb->ad')
        if out is None:
            out = DenseTwoIndex(self.nbasis)
            if clear:
                out.clear()
        else:
            check_type('out', out, DenseTwoIndex)
        if subscripts == 'abcd,bd->ac':
            tmp = np.tensordot(self._array2, two._array, axes=([(1,2),(1,0)]))
            out._array[:] += factor*np.tensordot(self._array, tmp, [0,0])
        elif subscripts == 'abcd,cb->ad':
            tmp = np.tensordot(self._array2, two._array, axes=([1,1]))
            out._array[:] += factor*np.tensordot(self._array, tmp, ([0,2],[0,2]))
        return out
Пример #2
0
    def slice_to_two(self, subscripts, out=None, factor=1.0, clear=True):
        """Returns a two-index contraction of the four-index object.

           **Arguments:**

           subscripts
                Any of ``aabb->ab``, ``abab->ab``, ``abba->ab``

           **Optional arguments:**

           out, factor, clear
                See :py:meth:`DenseLinalgFactory.einsum`
        """
        # Error checking
        check_options('subscripts', subscripts, 'aabb->ab', 'abab->ab', 'abba->ab')
        # Handle output argument
        if out is None:
            out = DenseTwoIndex(self.nbasis)
        else:
            check_type('out', out, DenseTwoIndex)
            if clear:
                out.clear()
        # Actual computation
        if subscripts == 'aabb->ab':
            out._array[:] += factor*np.einsum('xab,xab->ab', self._array, self._array2)
        elif subscripts == 'abab->ab':
            out._array[:] += factor*np.einsum('xaa,xbb->ab', self._array, self._array2)
        elif subscripts == 'abba->ab':
            out._array[:] += factor*np.einsum('xab,xba->ab', self._array, self._array2)
        return out