Enum MetricPack 

pub enum MetricPack {
    Schema,
    Statistics,
    Patterns,
    Quality,
}

High-level categories of analysis that can be selectively enabled.

Variants

Schema

Column names, data types, null counts — always included.

Statistics

Numeric stats (min/max/mean/median/std_dev/quartiles), text lengths.

Patterns

Regex pattern detection (email, phone, UUID, etc.).

Quality

ISO 25012 quality dimensions (completeness, consistency, etc.).

Implementations

impl MetricPack

pub fn all() -> Vec<MetricPack>

All available metric packs.

pub fn include_statistics(packs: Option<&[MetricPack]>) -> bool

Whether statistics should be computed given the selected packs.

pub fn include_patterns(packs: Option<&[MetricPack]>) -> bool

Whether pattern detection should run given the selected packs.

pub fn include_quality(packs: Option<&[MetricPack]>) -> bool

Whether quality metrics should be computed given the selected packs.

pub fn resolve_with_dimensions( packs: Option<&[MetricPack]>, dimensions: Option<&[QualityDimension]>, ) -> Option<Vec<MetricPack>>

Resolve the packs to compute, folding in an explicit quality-dimension selection.

Requesting an empty set of dimensions (Some(&[])) says “assess no dimension”, which is the same statement as not selecting the quality pack: nothing is analyzed, so the report carries no quality. Without this, an empty selection produces a quality object whose dimensions are all absent — an artifact that reads like a measured result.

This is deliberately about what was requested. A caller that asks for dimensions and gets none back (an empty dataset, no date column) was still analyzed, and keeps a quality object reporting exactly that.

Trait Implementations

impl Clone for MetricPack

fn clone(&self) -> MetricPack

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Copy for MetricPack

impl Debug for MetricPack

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for MetricPack

fn deserialize<__D>( __deserializer: __D, ) -> Result<MetricPack, <__D as Deserializer<'de>>::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Display for MetricPack

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

Formats the value using the given formatter.

impl Eq for MetricPack

impl FromStr for MetricPack

type Err = String

The associated error which can be returned from parsing.

fn from_str(s: &str) -> Result<MetricPack, <MetricPack as FromStr>::Err>

Parses a string s to return a value of this type.

impl Hash for MetricPack

fn hash<__H>(&self, state: &mut __H)

where __H: Hasher,

Feeds this value into the given Hasher.

fn hash_slice<H>(data: &[Self], state: &mut H)

where H: Hasher, Self: Sized,

Feeds a slice of this type into the given Hasher.

impl PartialEq for MetricPack

fn eq(&self, other: &MetricPack) -> bool

Equality operator ==.

fn ne(&self, other: &Rhs) -> bool

Inequality operator !=.

impl Serialize for MetricPack

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

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl StructuralPartialEq for MetricPack