Struct DataAudit 

pub struct DataAudit {
    pub train_path: String,
    pub train_samples: usize,
    pub avg_input_len: usize,
    pub class_counts: Vec<usize>,
    pub imbalance_ratio: f64,
    pub auto_class_weights: bool,
    pub val_samples: Option<usize>,
    pub test_samples: Option<usize>,
    pub duplicates: usize,
    pub preamble_count: usize,
}

Data audit results.

Fields

train_path: String

Path to training data.

train_samples: usize

Total training samples.

avg_input_len: usize

Average input length in characters.

class_counts: Vec<usize>

Per-class sample counts.

imbalance_ratio: f64

Imbalance ratio (max/min class count).

auto_class_weights: bool

Whether class weighting will be auto-applied.

val_samples: Option<usize>

Validation samples (if separate file provided).

test_samples: Option<usize>

Test samples (if separate file provided).

duplicates: usize

Number of duplicate inputs detected.

preamble_count: usize

Number of samples with shell preamble.

Trait Implementations

impl Clone for DataAudit

fn clone(&self) -> DataAudit

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for DataAudit

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for DataAudit

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for DataAudit

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.