from contextlib import contextmanager from threading import local from sympy.core.function import expand_mul class DotProdSimpState(local): def __init__(self): self.state = None _dotprodsimp_state = DotProdSimpState() @contextmanager def dotprodsimp(x): old = _dotprodsimp_state.state try: _dotprodsimp_state.state = x yield finally: _dotprodsimp_state.state = old def _dotprodsimp(expr, withsimp=False): """Wrapper for simplify.dotprodsimp to avoid circular imports.""" from sympy.simplify.simplify import dotprodsimp as dps return dps(expr, withsimp=withsimp) def _get_intermediate_simp(deffunc=lambda x: x, offfunc=lambda x: x, onfunc=_dotprodsimp, dotprodsimp=None): """Support function for controlling intermediate simplification. Returns a simplification function according to the global setting of dotprodsimp operation. ``deffunc`` - Function to be used by default. ``offfunc`` - Function to be used if dotprodsimp has been turned off. ``onfunc`` - Function to be used if dotprodsimp has been turned on. ``dotprodsimp`` - True, False or None. Will be overridden by global _dotprodsimp_state.state if that is not None. """ if dotprodsimp is False or _dotprodsimp_state.state is False: return offfunc if dotprodsimp is True or _dotprodsimp_state.state is True: return onfunc return deffunc # None, None def _get_intermediate_simp_bool(default=False, dotprodsimp=None): """Same as ``_get_intermediate_simp`` but returns bools instead of functions by default.""" return _get_intermediate_simp(default, False, True, dotprodsimp) def _iszero(x): """Returns True if x is zero.""" return getattr(x, 'is_zero', None) def _is_zero_after_expand_mul(x): """Tests by expand_mul only, suitable for polynomials and rational functions.""" return expand_mul(x) == 0 def _simplify(expr): """ Wrapper to avoid circular imports. """ from sympy.simplify.simplify import simplify return simplify(expr)