[Python] GridSeachCV custom profit function results with an error: missing 1 required...

I am trying to optimize my model with GridSearchCV, using a custom profit function. However, when I Run my code, I end up with the following error message: TypeError: profit_scorer() missing 1 required positional argument: 'y''

Here is my code:

sale_revenue = 11
call_cost = 3
false_positive_cost = call_cost


def calculate_profit(y_true, y_pred):
tn, fp, fn, tp= confusion_matrix(y_true, y_pred).ravel() #tn, fp, fn, tp
profit_from_sales = tp * (sale_revenue - call_cost)
loss_from_wasted_calls = fp * false_positive_cost
total_profit = profit_from_sales - loss_from_wasted_calls
return total_profit


def profit_scorer(estimator, X, y):
y_pred = estimator.predict(X)
return calculate_profit(y, y_pred)


scorer = make_scorer(profit_scorer, greater_is_better=True)


rf = RandomForestClassifier(random_state=42, class_weight="balanced")


param_grid = {
'n_estimators': [50, 100, 200],
'max_depth': [3,4,5],
'criterion': ['gini', 'entropy'],
'max_features': ['sqrt', 'log2'],
'bootstrap': [True, False]}


grid_search = GridSearchCV(
estimator=rf,
param_grid=param_grid,
cv=5,
scoring= scorer,
verbose=1)
grid_search.fit(X, y)`

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