Checks latency of input data.
Usage
assert_data_up_to_date(
data,
expected_max_time_value,
target_label = checkmate::vname(data),
location_col_name = "geo_value",
date_col_name = "time_value",
overlatent_err_thresh = 0.2
)Arguments
- data
Data frame containing target data.
- expected_max_time_value
Date. The most recent date for which observations are expected.
- target_label
Character. Human-readable label for the target. Default is the variable name of the data object.
- location_col_name
Character. Name of the location column. Default is "geo_value".
- date_col_name
Character. Name of the date column. Default is "time_value".
- overlatent_err_thresh
Numeric. Proportion threshold for raising error vs warning. Default 0.20.