Run all generic quality checks on a dataset — run_qc

Runs the full QC check suite (QC-01 to QC-16, SC-01, SC-02) against a single data frame snapshot.

Usage

run_qc_checks(df, config, file_path = NULL, types = NULL)

Arguments

df: A data frame with all columns as character vectors (as returned by read_dataset).
config: Named list. Merged configuration as returned by load_config.
file_path: Character or NULL. Absolute path to the file, used for the optional max_file_size_mb check in QC-14.
types: Optional named character vector of pre-resolved column types; see check_inferred_types. When NULL (the default), types are resolved once here and shared by all type-dependent checks.

Value

A list of dq_result objects.

Examples

cfg_dir <- system.file("demonstrations/config", package = "dqcheckr")
cfg     <- load_config("starwars_csv", config_dir = cfg_dir)
path    <- system.file("demonstrations/data/starwars.csv", package = "dqcheckr")
df      <- read_dataset(path, cfg)
results <- run_qc_checks(df, cfg)