validio_sdk package

​

Subpackages

• validio_sdk.client package
  • Submodules
  • validio_sdk.client.client module
    • Client
      • Client.execute()
    • Session
      • Session.execute()
  • Module contents
    • Client
      • Client.execute()
    • Session
      • Session.execute()
• validio_sdk.code package
  • Submodules
  • validio_sdk.code.apply module
    • apply()
  • validio_sdk.code.plan module
    • PlanResult
      • PlanResult.deprecations
      • PlanResult.diff_context
      • PlanResult.feature_notices
      • PlanResult.graph_diff
      • PlanResult.tags_context
    • ResourceNames
      • ResourceNames.channels
      • ResourceNames.credentials
      • ResourceNames.filters
      • ResourceNames.notification_rules
      • ResourceNames.segmentations
      • ResourceNames.size()
      • ResourceNames.sources
      • ResourceNames.tags
      • ResourceNames.validators
      • ResourceNames.windows
    • plan()
  • validio_sdk.code.scaffold module
    • ProjectSettings
      • ProjectSettings.namespace
  • validio_sdk.code.settings module
  • Module contents
• validio_sdk.resource package
  • Submodules
  • validio_sdk.resource.channels module
    • Channel
      • Channel.resource_class_name()
    • EmailChannel
    • EmailChannelAuth
    • EmailChannelAuthSmtpUserPassword
    • EmailChannelSmtpEncryption
      • EmailChannelSmtpEncryption.NONE
      • EmailChannelSmtpEncryption.START_TLS
      • EmailChannelSmtpEncryption.TLS
    • JiraChannel
    • MsTeamsChannel
      • MsTeamsChannel.interactive_message_enabled
    • ServiceNowBasicAuth
    • ServiceNowChannel
    • ServiceNowOAuth
    • ServiceNowStatusMapping
    • SlackChannel
      • SlackChannel.interactive_message_enabled
    • WebhookChannel
  • validio_sdk.resource.credentials module
    • AnthropicCredential
    • AnthropicCredentialApiKey
    • AnthropicCredentialAuth
    • AtlanCredential
    • AwsAthenaCredential
    • AwsBedrockCredential
    • AwsBedrockCredentialAccessKey
    • AwsBedrockCredentialApiKey
    • AwsCredential
    • AwsRedshiftCredential
    • AzureSynapseBackendType
      • AzureSynapseBackendType.DEDICATED_SQL_POOL
      • AzureSynapseBackendType.SERVERLESS_SQL_POOL
    • AzureSynapseCredential
    • AzureSynapseEntraIdCredential
    • AzureSynapseSqlCredential
    • ClickHouseCredential
    • ClickHouseProtocol
      • ClickHouseProtocol.HTTP
      • ClickHouseProtocol.HTTPS
      • ClickHouseProtocol.NATIVE
      • ClickHouseProtocol.NATIVE_TLS
    • Credential
      • Credential.resource_class_name()
    • DatabricksCredential
    • DatabricksCredentialOAuth
    • DatabricksCredentialPersonalAccessToken
    • DbtCloudCredential
    • DbtCoreCredential
    • DbtCredential
    • DemoCredential
    • GcpCredential
    • GcpGeminiEnterpriseCredential
    • GcpGeminiEnterpriseCredentialApiKey
    • GcpGeminiEnterpriseCredentialServiceAccount
    • IbmDb2BackendType
      • IbmDb2BackendType.LUW
      • IbmDb2BackendType.ZOS
    • IbmDb2Credential
    • IbmDb2CredentialAuth
    • IbmDb2CredentialUserPassword
    • KafkaSaslSslPlainCredential
    • KafkaSslCredential
    • LookerCredential
    • MicrosoftFoundryCredential
    • MicrosoftFoundryCredentialApiKey
    • MicrosoftFoundryCredentialEntraId
    • MsPowerBiCredential
    • MsPowerBiCredentialAuth
    • MsPowerBiCredentialAuthEntraId
    • MsSqlServerCredential
    • MsSqlServerCredentialEntraId
    • MsSqlServerCredentialUserPassword
    • OmniCredential
    • OmniCredentialApiKey
    • OmniCredentialAuth
    • OpenAiCredential
    • OpenAiCredentialApiKey
    • OpenAiCredentialAuth
    • OpenEdgeCredential
    • OpenEdgeCredentialAuth
    • OpenEdgeCredentialUserPassword
    • OpenEdgeSSLMode
      • OpenEdgeSSLMode.DISABLE
      • OpenEdgeSSLMode.REQUIRE
    • OracleCredential
    • OracleCredentialAuth
    • OracleCredentialUserPassword
    • PostgreSqlCredential
    • PostgresLikeCredential
    • SapIqCredential
    • SapIqCredentialAuth
    • SapIqCredentialUserPassword
    • SapIqQueryLogStorage
    • SapIqQueryLogStorageS3
    • SapIqSslMode
      • SapIqSslMode.DISABLE
      • SapIqSslMode.REQUIRE
    • SigmaCredential
    • SnowflakeCredential
    • SnowflakeCredentialKeyPair
    • SnowflakeCredentialProgrammaticAccessToken
    • SnowflakeCredentialUserPassword
    • TableauConnectedAppCredential
    • TableauPersonalAccessTokenCredential
    • TeradataCredential
    • TeradataCredentialAuth
    • TeradataCredentialUserPassword
    • TeradataSSLMode
      • TeradataSSLMode.ALLOW
      • TeradataSSLMode.DISABLE
      • TeradataSSLMode.PREFER
      • TeradataSSLMode.REQUIRE
  • validio_sdk.resource.enums module
    • DataQualityDimension
      • DataQualityDimension.ACCURACY
      • DataQualityDimension.COMPLETENESS
      • DataQualityDimension.CONSISTENCY
      • DataQualityDimension.TIMELINESS
      • DataQualityDimension.UNIQUENESS
      • DataQualityDimension.VALIDITY
    • IncidentGroupPriority
      • IncidentGroupPriority.CRITICAL
      • IncidentGroupPriority.HIGH
      • IncidentGroupPriority.LOW
      • IncidentGroupPriority.MEDIUM
  • validio_sdk.resource.filters module
    • BooleanFilter
    • BooleanFilterOperator
      • BooleanFilterOperator.IS_FALSE
      • BooleanFilterOperator.IS_TRUE
    • EnumFilter
    • EnumFilterOperator
      • EnumFilterOperator.ALLOW
      • EnumFilterOperator.DENY
    • Filter
      • Filter.resource_class_name()
      • Filter.source_name
    • NullFilter
    • NullFilterOperator
      • NullFilterOperator.IS
      • NullFilterOperator.IS_NOT
    • SqlFilter
    • StringFilter
    • StringFilterOperator
      • StringFilterOperator.CONTAINS
      • StringFilterOperator.DOES_NOT_CONTAIN
      • StringFilterOperator.ENDS_WITH
      • StringFilterOperator.IS_EMPTY
      • StringFilterOperator.IS_EXACTLY
      • StringFilterOperator.IS_NOT_EMPTY
      • StringFilterOperator.REGEX
      • StringFilterOperator.STARTS_WITH
    • ThresholdFilter
    • ThresholdFilterOperator
      • ThresholdFilterOperator.EQUAL
      • ThresholdFilterOperator.GREATER_THAN
      • ThresholdFilterOperator.GREATER_THAN_OR_EQUAL
      • ThresholdFilterOperator.LESS_THAN
      • ThresholdFilterOperator.LESS_THAN_OR_EQUAL
      • ThresholdFilterOperator.NOT_EQUAL
  • validio_sdk.resource.notification_rules module
    • Conditions
    • IncidentSeverity
      • IncidentSeverity.HIGH
      • IncidentSeverity.LOW
      • IncidentSeverity.MEDIUM
    • IssueTypename
      • IssueTypename.GenericSourceError
      • IssueTypename.SchemaChangeSourceError
      • IssueTypename.SegmentLimitExceededSourceError
      • IssueTypename.ValidatorIncident
    • NotificationRule
      • NotificationRule.resource_class_name()
    • NotificationRuleCondition
    • OwnerNotificationRuleCondition
    • PriorityNotificationRuleCondition
    • SegmentCondition
      • SegmentCondition.field
      • SegmentCondition.value
    • SegmentNotificationRuleCondition
    • SeverityNotificationRuleCondition
    • SourceNotificationRuleCondition
    • TagNotificationRuleCondition
    • TypeNotificationRuleCondition
  • validio_sdk.resource.replacement module
    • CascadeReplacementReason
    • ImmutableFieldReplacementReason
    • RecreateOnChangeReplacementReason
    • ReplacementContext
      • ReplacementContext.channels
      • ReplacementContext.credentials
      • ReplacementContext.filters
      • ReplacementContext.notification_rules
      • ReplacementContext.segmentations
      • ReplacementContext.sources
      • ReplacementContext.tags
      • ReplacementContext.validators
      • ReplacementContext.windows
    • ReplacementReason
  • validio_sdk.resource.segmentations module
    • SegmentUsage
      • SegmentUsage.EXTREME
      • SegmentUsage.HEAVY
      • SegmentUsage.LIGHT
      • SegmentUsage.MAXIMAL
      • SegmentUsage.MEDIUM
      • SegmentUsage.MINIMAL
    • Segmentation
      • Segmentation.fields
      • Segmentation.filter_name
      • Segmentation.resource_class_name()
      • Segmentation.source_name
  • validio_sdk.resource.sources module
    • AwsAthenaSource
    • AwsKinesisSource
    • AwsRedshiftSource
    • AzureSynapseSource
    • ClickHouseSource
    • DatabricksSource
    • DbtModelRunSource
    • DbtSource
    • DbtTestResultSource
    • DemoSource
    • GcpBigQuerySource
    • GcpPubSubSource
    • IbmDb2Source
    • KafkaSource
    • MsSqlServerSource
    • OpenEdgeSource
    • OracleSource
    • PostgreSqlSource
    • PostgresLikeSource
    • SapIqSource
    • SnowflakeSource
    • Source
      • Source.resource_class_name()
    • SqlSource
    • StreamSource
    • StreamingMessageFormat
    • StreamingSourceMessageFormat
      • StreamingSourceMessageFormat.AVRO
      • StreamingSourceMessageFormat.JSON
      • StreamingSourceMessageFormat.PROTOBUF
    • TeradataSource
    • WarehouseSource
  • validio_sdk.resource.tags module
    • Tag
      • Tag.has_user_defined_name()
      • Tag.resource_class_name()
  • validio_sdk.resource.thresholds module
    • AdaptionRate
      • AdaptionRate.FAST
      • AdaptionRate.SLOW
    • ComparisonOperator
      • ComparisonOperator.EQUAL
      • ComparisonOperator.GREATER
      • ComparisonOperator.GREATER_EQUAL
      • ComparisonOperator.LESS
      • ComparisonOperator.LESS_EQUAL
      • ComparisonOperator.NOT_EQUAL
    • DecisionBoundsType
      • DecisionBoundsType.LOWER
      • DecisionBoundsType.UPPER
      • DecisionBoundsType.UPPER_AND_LOWER
    • DifferenceOperator
      • DifferenceOperator.DECREASING
      • DifferenceOperator.INCREASING
      • DifferenceOperator.STRICTLY_DECREASING
      • DifferenceOperator.STRICTLY_INCREASING
    • DifferenceThreshold
    • DifferenceType
      • DifferenceType.ABSOLUTE
      • DifferenceType.PERCENTAGE
    • DynamicThreshold
    • FixedThreshold
    • Threshold
  • validio_sdk.resource.validators module
    • CategoricalDistributionMetric
      • CategoricalDistributionMetric.ADDED
      • CategoricalDistributionMetric.CHANGED
      • CategoricalDistributionMetric.RELATIVE_ENTROPY
      • CategoricalDistributionMetric.REMOVED
    • CategoricalDistributionValidator
      • CategoricalDistributionValidator.reference_source_field
      • CategoricalDistributionValidator.source_field
    • FieldMapping
    • FreshnessValidator
    • NumericDistributionMetric
      • NumericDistributionMetric.MAXIMUM_RATIO
      • NumericDistributionMetric.MEAN_RATIO
      • NumericDistributionMetric.MINIMUM_RATIO
      • NumericDistributionMetric.RELATIVE_ENTROPY
      • NumericDistributionMetric.STANDARD_DEVIATION_RATIO
      • NumericDistributionMetric.SUM_RATIO
    • NumericDistributionValidator
      • NumericDistributionValidator.reference_source_field
      • NumericDistributionValidator.source_field
    • NumericMetric
      • NumericMetric.MAX
      • NumericMetric.MEAN
      • NumericMetric.MIN
      • NumericMetric.STD
      • NumericMetric.SUM
    • NumericValidator
      • NumericValidator.source_field
    • ReconciliationMetric
      • ReconciliationMetric.ABSOLUTE_DIFF
      • ReconciliationMetric.DIFF
      • ReconciliationMetric.RATIO
      • ReconciliationMetric.SUM
    • ReconciliationValidator
      • ReconciliationValidator.has_cross_source_references()
    • Reference
    • ReferentialIntegrityValidator
      • ReferentialIntegrityValidator.has_cross_source_references()
    • RelativeTimeMetric
      • RelativeTimeMetric.MAXIMUM_DIFFERENCE
      • RelativeTimeMetric.MEAN_DIFFERENCE
      • RelativeTimeMetric.MINIMUM_DIFFERENCE
    • RelativeTimeValidator
    • RelativeVolumeMetric
      • RelativeVolumeMetric.COUNT_RATIO
      • RelativeVolumeMetric.PERCENTAGE_RATIO
    • RelativeVolumeValidator
    • SlideConfig
    • SqlValidator
    • Validator
      • Validator.has_cross_source_references()
      • Validator.initialize_with_backfill
      • Validator.resource_class_name()
      • Validator.segmentation_name
      • Validator.source_name
      • Validator.window_name
    • VolumeMetric
      • VolumeMetric.COUNT
      • VolumeMetric.DUPLICATES_COUNT
      • VolumeMetric.DUPLICATES_PERCENTAGE
      • VolumeMetric.PERCENTAGE
      • VolumeMetric.UNIQUE_COUNT
      • VolumeMetric.UNIQUE_PERCENTAGE
    • VolumeValidator
      • VolumeValidator.optional_source_field
  • validio_sdk.resource.windows module
    • Duration
    • DurationTimeUnit
      • DurationTimeUnit.DAY
      • DurationTimeUnit.HOUR
      • DurationTimeUnit.MINUTE
      • DurationTimeUnit.MONTH
      • DurationTimeUnit.WEEK
    • FixedBatchWindow
      • FixedBatchWindow.data_time_field
    • GlobalWindow
    • PartitionFilter
    • TumblingWindow
      • TumblingWindow.data_time_field
      • TumblingWindow.window_size
    • Window
      • Window.resource_class_name()
      • Window.source_name
    • WindowTimeUnit
      • WindowTimeUnit.DAY
      • WindowTimeUnit.HOUR
      • WindowTimeUnit.MINUTE
      • WindowTimeUnit.MONTH
      • WindowTimeUnit.WEEK
  • Module contents

​

Submodules

• validio_sdk.config module

• validio_sdk.dbt module

• validio_sdk.exception module

• validio_sdk.features module

• validio_sdk.metadata module

• validio_sdk.poll module

• Module contents