Struct DataQualityRuleResult

#[non_exhaustive]
pub struct DataQualityRuleResult {
    pub rule: Option<DataQualityRule>,
    pub passed: bool,
    pub evaluated_count: i64,
    pub passed_count: i64,
    pub null_count: i64,
    pub pass_ratio: f64,
    pub failing_rows_query: String,
    pub assertion_row_count: i64,
    /* private fields */
}

DataQualityRuleResult provides a more detailed, per-rule view of the results.

Fields (Non-exhaustive)

Non-exhaustive structs could have additional fields added in future. Therefore, non-exhaustive structs cannot be constructed in external crates using the traditional Struct { .. } syntax; cannot be matched against without a wildcard ..; and struct update syntax will not work.

rule: Option<DataQualityRule>

Output only. The rule specified in the DataQualitySpec, as is.

passed: bool

Output only. Whether the rule passed or failed.

evaluated_count: i64

Output only. The number of rows a rule was evaluated against.

This field is only valid for row-level type rules.

Evaluated count can be configured to either

• include all rows (default) - with null rows automatically failing rule evaluation, or
• exclude null rows from the evaluated_count, by setting ignore_nulls = true.

This field is not set for rule SqlAssertion.

passed_count: i64

Output only. The number of rows which passed a rule evaluation.

This field is only valid for row-level type rules.

This field is not set for rule SqlAssertion.

null_count: i64

Output only. The number of rows with null values in the specified column.

pass_ratio: f64

Output only. The ratio of passed_count / evaluated_count.

This field is only valid for row-level type rules.

failing_rows_query: String

Output only. The query to find rows that did not pass this rule.

This field is only valid for row-level type rules.

assertion_row_count: i64

Output only. The number of rows returned by the SQL statement in a SQL assertion rule.

This field is only valid for SQL assertion rules.

Implementations

impl DataQualityRuleResult

pub fn new() -> Self

pub fn set_rule<T>(self, v: T) -> Self

where T: Into<DataQualityRule>,

Sets the value of rule.

pub fn set_or_clear_rule<T>(self, v: Option<T>) -> Self

where T: Into<DataQualityRule>,

Sets or clears the value of rule.

pub fn set_passed<T: Into<bool>>(self, v: T) -> Self

Sets the value of passed.

pub fn set_evaluated_count<T: Into<i64>>(self, v: T) -> Self

Sets the value of evaluated_count.

pub fn set_passed_count<T: Into<i64>>(self, v: T) -> Self

Sets the value of passed_count.

pub fn set_null_count<T: Into<i64>>(self, v: T) -> Self

Sets the value of null_count.

pub fn set_pass_ratio<T: Into<f64>>(self, v: T) -> Self

Sets the value of pass_ratio.

pub fn set_failing_rows_query<T: Into<String>>(self, v: T) -> Self

Sets the value of failing_rows_query.

pub fn set_assertion_row_count<T: Into<i64>>(self, v: T) -> Self

Sets the value of assertion_row_count.

Trait Implementations

impl Clone for DataQualityRuleResult

fn clone(&self) -> DataQualityRuleResult

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for DataQualityRuleResult

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

Formats the value using the given formatter.

impl Default for DataQualityRuleResult

fn default() -> DataQualityRuleResult

Returns the “default value” for a type.

impl Message for DataQualityRuleResult

fn typename() -> &'static str

The typename of this message.

impl PartialEq for DataQualityRuleResult

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

Tests for self and other values to be equal, and is used by ==.

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

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl StructuralPartialEq for DataQualityRuleResult