I developed a stacked ensemble model using the tidymodels workflow and I want to monitor the performance of this model from time to time using vetiver. However, it seems the stacked model object isn't supported yet.
Please see the code snippet below
library(tidymodels)
library(vetiver)
library(pins)
library(arrow)
library(tidyverse)
library(bonsai)
library(stacks)
library(lubridate)
library(magrittr)
b <- board_folder(path = "pins-r/")
model <- vetiver_pin_read(board = b, name = "dcp_ibese_truck_arrival",
version = "20230110T094207Z-69661")
trips <- read_parquet("../IbeseLivePosition/ml_data/data_to_monitor_model.parquet")
trips %<>%
mutate(Date = as.Date(DateTimeReceived))
original_metrics <-
vetiver::augment(model, new_data = trips)
Error: No augment method for objects of class butchered_linear_stack