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"""Detect common patterns."""

from . import _ffi_api


def detect_linear_equation(expr, var_list):
    """Match `expr = sum_{i=0}^{n-1} var[i] * coeff[i] + coeff[n]`

    Where coeff[i] and base are invariant of var[j] for all i and j.

    Parameters
    ----------
    expr : Expr
        The expression to be matched.

    var_list : List[tvm.tirx.Var]
        A list of variables.

    Returns
    -------
    coeff : List[Expr]
        A list of co-efficients if the match is successful.
        An empty list if the match failed.
    """
    return _ffi_api.DetectLinearEquation(expr, var_list)


def detect_clip_bound(expr, var_list):
    """Detect if expression corresponds to clip bound of the vars

    Parameters
    ----------
    expr : Expr
        The expression to be matched.

    var_list : List[tvm.tirx.Var]
        A list of variables.

    Returns
    -------
    coeff : List[Expr]
        `concat([min_value[i], max_value[i]] for i, v in enumerate(var_list))`
        An empty list if the match failed.
    """
    return _ffi_api.DetectClipBound(expr, var_list)