e48fb30ea6f7eb0c3092ca3b55bdc75176be272a,brian2/stateupdaters/exact.py,,get_linear_system,#Any#,20

Before Change

    
    symbols = [Symbol(name, real=True) for name in diff_eq_names]
    // Coefficients
    wildcards = [Wild("c_" + name, exclude=symbols) for name in diff_eq_names]
    
    //Additive constant
    constant_wildcard = Wild("c", exclude=symbols)
    
    pattern = reduce(operator.add, [c * s for c, s in zip(wildcards, symbols)])
    pattern += constant_wildcard
    
    coefficients = sp.zeros(len(diff_eq_names))
    constants = sp.zeros((len(diff_eq_names), 1))
    
    for row_idx, (name, expr) in enumerate(diff_eqs):
        s_expr = expr.sympy_expr.expand()
        pattern_matches = s_expr.match(pattern)
        if pattern_matches is None:
            raise ValueError(("The expression "%s", defining the variable %s, "
                             "could not be separated into linear components") %
                             (expr, name))
        
        for col_idx in xrange(len(diff_eq_names)):
            coefficients[row_idx, col_idx] = pattern_matches[wildcards[col_idx]]
        
        constants[row_idx] = pattern_matches[constant_wildcard]

    return (diff_eq_names, coefficients, constants)

After Change

    for row_idx, (name, expr) in enumerate(diff_eqs):
        s_expr = expr.sympy_expr.expand()

        current_s_expr = s_expr
        for col_idx, (name, symbol) in enumerate(zip(eqs.diff_eq_names, symbols)):
            current_s_expr = current_s_expr.collect(symbol)
            constant_wildcard = Wild("c", exclude=[symbol])
            factor_wildcard = Wild("c_"+name, exclude=symbols)
            one_pattern = factor_wildcard*symbol + constant_wildcard
            matches = current_s_expr.match(one_pattern)

Instances