Struct GoogleCloudDataplexV1DataQualityRule

pub struct GoogleCloudDataplexV1DataQualityRule {

    pub column: Option<String>,
    pub description: Option<String>,
    pub dimension: Option<String>,
    pub ignore_null: Option<bool>,
    pub name: Option<String>,
    pub non_null_expectation: Option<GoogleCloudDataplexV1DataQualityRuleNonNullExpectation>,
    pub range_expectation: Option<GoogleCloudDataplexV1DataQualityRuleRangeExpectation>,
    pub regex_expectation: Option<GoogleCloudDataplexV1DataQualityRuleRegexExpectation>,
    pub row_condition_expectation: Option<GoogleCloudDataplexV1DataQualityRuleRowConditionExpectation>,
    pub set_expectation: Option<GoogleCloudDataplexV1DataQualityRuleSetExpectation>,
    pub sql_assertion: Option<GoogleCloudDataplexV1DataQualityRuleSqlAssertion>,
    pub statistic_range_expectation: Option<GoogleCloudDataplexV1DataQualityRuleStatisticRangeExpectation>,
    pub table_condition_expectation: Option<GoogleCloudDataplexV1DataQualityRuleTableConditionExpectation>,
    pub threshold: Option<f64>,
    pub uniqueness_expectation: Option<GoogleCloudDataplexV1DataQualityRuleUniquenessExpectation>,
}

A rule captures data quality intent about a data source.

This type is not used in any activity, and only used as part of another schema.

Fields

column: Option<String>

Optional. The unnested column which this rule is evaluated against.

description: Option<String>

Optional. Description of the rule. The maximum length is 1,024 characters.

dimension: Option<String>

Required. The dimension a rule belongs to. Results are also aggregated at the dimension level. Supported dimensions are “COMPLETENESS”, “ACCURACY”, “CONSISTENCY”, “VALIDITY”, “UNIQUENESS”, “INTEGRITY”

ignore_null: Option<bool>

Optional. Rows with null values will automatically fail a rule, unless ignore_null is true. In that case, such null rows are trivially considered passing.This field is only valid for the following type of rules: RangeExpectation RegexExpectation SetExpectation UniquenessExpectation

name: Option<String>

Optional. A mutable name for the rule. The name must contain only letters (a-z, A-Z), numbers (0-9), or hyphens (-). The maximum length is 63 characters. Must start with a letter. Must end with a number or a letter.

non_null_expectation: Option<GoogleCloudDataplexV1DataQualityRuleNonNullExpectation>

Row-level rule which evaluates whether each column value is null.

range_expectation: Option<GoogleCloudDataplexV1DataQualityRuleRangeExpectation>

Row-level rule which evaluates whether each column value lies between a specified range.

regex_expectation: Option<GoogleCloudDataplexV1DataQualityRuleRegexExpectation>

Row-level rule which evaluates whether each column value matches a specified regex.

row_condition_expectation: Option<GoogleCloudDataplexV1DataQualityRuleRowConditionExpectation>

Row-level rule which evaluates whether each row in a table passes the specified condition.

set_expectation: Option<GoogleCloudDataplexV1DataQualityRuleSetExpectation>

Row-level rule which evaluates whether each column value is contained by a specified set.

sql_assertion: Option<GoogleCloudDataplexV1DataQualityRuleSqlAssertion>

Aggregate rule which evaluates the number of rows returned for the provided statement. If any rows are returned, this rule fails.

statistic_range_expectation: Option<GoogleCloudDataplexV1DataQualityRuleStatisticRangeExpectation>

Aggregate rule which evaluates whether the column aggregate statistic lies between a specified range.

table_condition_expectation: Option<GoogleCloudDataplexV1DataQualityRuleTableConditionExpectation>

Aggregate rule which evaluates whether the provided expression is true for a table.

threshold: Option<f64>

Optional. The minimum ratio of passing_rows / total_rows required to pass this rule, with a range of 0.0, 1.0.0 indicates default value (i.e. 1.0).This field is only valid for row-level type rules.

uniqueness_expectation: Option<GoogleCloudDataplexV1DataQualityRuleUniquenessExpectation>

Row-level rule which evaluates whether each column value is unique.

Trait Implementations

impl Clone for GoogleCloudDataplexV1DataQualityRule

fn clone(&self) -> GoogleCloudDataplexV1DataQualityRule

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for GoogleCloudDataplexV1DataQualityRule

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

Formats the value using the given formatter.

impl Default for GoogleCloudDataplexV1DataQualityRule

fn default() -> GoogleCloudDataplexV1DataQualityRule

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for GoogleCloudDataplexV1DataQualityRule

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for GoogleCloudDataplexV1DataQualityRule

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

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl Part for GoogleCloudDataplexV1DataQualityRule