dataplexdata

type Asset struct {

	// Output only. The relative resource name of the asset, of the form:
	// `projects/{project_number}/locations/{location_id}/lakes/{lake_id}/zones/{zone_id}/assets/{asset_id}`.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Optional. User friendly display name.
	DisplayName string `protobuf:"bytes,2,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`
	// Output only. System generated globally unique ID for the asset. This ID
	// will be different if the asset is deleted and re-created with the same
	// name.
	Uid string `protobuf:"bytes,3,opt,name=uid,proto3" json:"uid,omitempty"`
	// Output only. The time when the asset was created.
	CreateTime *timestamppb.Timestamp `protobuf:"bytes,4,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`
	// Output only. The time when the asset was last updated.
	UpdateTime *timestamppb.Timestamp `protobuf:"bytes,5,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`
	// Optional. User defined labels for the asset.
	Labels map[string]string `` /* 153-byte string literal not displayed */
	// Optional. Description of the asset.
	Description string `protobuf:"bytes,7,opt,name=description,proto3" json:"description,omitempty"`
	// Output only. Current state of the asset.
	State State `protobuf:"varint,8,opt,name=state,proto3,enum=google.events.cloud.dataplex.v1.State" json:"state,omitempty"`
	// Required. Specification of the resource that is referenced by this asset.
	ResourceSpec *Asset_ResourceSpec `protobuf:"bytes,100,opt,name=resource_spec,json=resourceSpec,proto3" json:"resource_spec,omitempty"`
	// Output only. Status of the resource referenced by this asset.
	ResourceStatus *Asset_ResourceStatus `protobuf:"bytes,101,opt,name=resource_status,json=resourceStatus,proto3" json:"resource_status,omitempty"`
	// Output only. Status of the security policy applied to resource referenced
	// by this asset.
	SecurityStatus *Asset_SecurityStatus `protobuf:"bytes,103,opt,name=security_status,json=securityStatus,proto3" json:"security_status,omitempty"`
	// Optional. Specification of the discovery feature applied to data referenced
	// by this asset. When this spec is left unset, the asset will use the spec
	// set on the parent zone.
	DiscoverySpec *Asset_DiscoverySpec `protobuf:"bytes,106,opt,name=discovery_spec,json=discoverySpec,proto3" json:"discovery_spec,omitempty"`
	// Output only. Status of the discovery feature applied to data referenced by
	// this asset.
	DiscoveryStatus *Asset_DiscoveryStatus `protobuf:"bytes,107,opt,name=discovery_status,json=discoveryStatus,proto3" json:"discovery_status,omitempty"`
	// contains filtered or unexported fields
}

type AssetEventData struct {

	// Optional. The Asset event payload. Unset for deletion events.
	Payload *Asset `protobuf:"bytes,1,opt,name=payload,proto3,oneof" json:"payload,omitempty"`
	// contains filtered or unexported fields
}

type AssetStatus struct {

	// Last update time of the status.
	UpdateTime *timestamppb.Timestamp `protobuf:"bytes,1,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`
	// Number of active assets.
	ActiveAssets int32 `protobuf:"varint,2,opt,name=active_assets,json=activeAssets,proto3" json:"active_assets,omitempty"`
	// Number of assets that are in process of updating the security policy on
	// attached resources.
	SecurityPolicyApplyingAssets int32 `` /* 150-byte string literal not displayed */
	// contains filtered or unexported fields
}

type Asset_DiscoverySpec struct {

	// Optional. Whether discovery is enabled.
	Enabled bool `protobuf:"varint,1,opt,name=enabled,proto3" json:"enabled,omitempty"`
	// Optional. The list of patterns to apply for selecting data to include
	// during discovery if only a subset of the data should considered.  For
	// Cloud Storage bucket assets, these are interpreted as glob patterns used
	// to match object names. For BigQuery dataset assets, these are interpreted
	// as patterns to match table names.
	IncludePatterns []string `protobuf:"bytes,2,rep,name=include_patterns,json=includePatterns,proto3" json:"include_patterns,omitempty"`
	// Optional. The list of patterns to apply for selecting data to exclude
	// during discovery.  For Cloud Storage bucket assets, these are interpreted
	// as glob patterns used to match object names. For BigQuery dataset assets,
	// these are interpreted as patterns to match table names.
	ExcludePatterns []string `protobuf:"bytes,3,rep,name=exclude_patterns,json=excludePatterns,proto3" json:"exclude_patterns,omitempty"`
	// Optional. Configuration for CSV data.
	CsvOptions *Asset_DiscoverySpec_CsvOptions `protobuf:"bytes,4,opt,name=csv_options,json=csvOptions,proto3" json:"csv_options,omitempty"`
	// Optional. Configuration for Json data.
	JsonOptions *Asset_DiscoverySpec_JsonOptions `protobuf:"bytes,5,opt,name=json_options,json=jsonOptions,proto3" json:"json_options,omitempty"`
	// Determines when discovery is triggered.
	//
	// Types that are assignable to Trigger:
	//
	//	*Asset_DiscoverySpec_Schedule
	Trigger isAsset_DiscoverySpec_Trigger `protobuf_oneof:"trigger"`
	// contains filtered or unexported fields
}

type Asset_DiscoverySpec_CsvOptions struct {

	// Optional. The number of rows to interpret as header rows that should be
	// skipped when reading data rows.
	HeaderRows int32 `protobuf:"varint,1,opt,name=header_rows,json=headerRows,proto3" json:"header_rows,omitempty"`
	// Optional. The delimiter being used to separate values. This defaults to
	// ','.
	Delimiter string `protobuf:"bytes,2,opt,name=delimiter,proto3" json:"delimiter,omitempty"`
	// Optional. The character encoding of the data. The default is UTF-8.
	Encoding string `protobuf:"bytes,3,opt,name=encoding,proto3" json:"encoding,omitempty"`
	// Optional. Whether to disable the inference of data type for CSV data.
	// If true, all columns will be registered as strings.
	DisableTypeInference bool `protobuf:"varint,4,opt,name=disable_type_inference,json=disableTypeInference,proto3" json:"disable_type_inference,omitempty"`
	// contains filtered or unexported fields
}

type Asset_DiscoverySpec_JsonOptions struct {

	// Optional. The character encoding of the data. The default is UTF-8.
	Encoding string `protobuf:"bytes,1,opt,name=encoding,proto3" json:"encoding,omitempty"`
	// Optional. Whether to disable the inference of data type for Json data.
	// If true, all columns will be registered as their primitive types
	// (strings, number or boolean).
	DisableTypeInference bool `protobuf:"varint,2,opt,name=disable_type_inference,json=disableTypeInference,proto3" json:"disable_type_inference,omitempty"`
	// contains filtered or unexported fields
}

type Asset_DiscoverySpec_Schedule struct {
	// Optional. Cron schedule (https://en.wikipedia.org/wiki/Cron) for
	// running discovery periodically. Successive discovery runs must be
	// scheduled at least 60 minutes apart. The default value is to run
	// discovery every 60 minutes. To explicitly set a timezone to the cron
	// tab, apply a prefix in the cron tab: "CRON_TZ=${IANA_TIME_ZONE}" or
	// TZ=${IANA_TIME_ZONE}". The ${IANA_TIME_ZONE} may only be a valid string
	// from IANA time zone database. For example, `CRON_TZ=America/New_York 1
	// * * * *`, or `TZ=America/New_York 1 * * * *`.
	Schedule string `protobuf:"bytes,10,opt,name=schedule,proto3,oneof"`
}

type Asset_DiscoveryStatus struct {

	// The current status of the discovery feature.
	State Asset_DiscoveryStatus_State `` /* 129-byte string literal not displayed */
	// Additional information about the current state.
	Message string `protobuf:"bytes,2,opt,name=message,proto3" json:"message,omitempty"`
	// Last update time of the status.
	UpdateTime *timestamppb.Timestamp `protobuf:"bytes,3,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`
	// The start time of the last discovery run.
	LastRunTime *timestamppb.Timestamp `protobuf:"bytes,4,opt,name=last_run_time,json=lastRunTime,proto3" json:"last_run_time,omitempty"`
	// Data Stats of the asset reported by discovery.
	Stats *Asset_DiscoveryStatus_Stats `protobuf:"bytes,6,opt,name=stats,proto3" json:"stats,omitempty"`
	// The duration of the last discovery run.
	LastRunDuration *durationpb.Duration `protobuf:"bytes,7,opt,name=last_run_duration,json=lastRunDuration,proto3" json:"last_run_duration,omitempty"`
	// contains filtered or unexported fields
}

type Asset_DiscoveryStatus_State int32

type Asset_DiscoveryStatus_Stats struct {

	// The count of data items within the referenced resource.
	DataItems int64 `protobuf:"varint,1,opt,name=data_items,json=dataItems,proto3" json:"data_items,omitempty"`
	// The number of stored data bytes within the referenced resource.
	DataSize int64 `protobuf:"varint,2,opt,name=data_size,json=dataSize,proto3" json:"data_size,omitempty"`
	// The count of table entities within the referenced resource.
	Tables int64 `protobuf:"varint,3,opt,name=tables,proto3" json:"tables,omitempty"`
	// The count of fileset entities within the referenced resource.
	Filesets int64 `protobuf:"varint,4,opt,name=filesets,proto3" json:"filesets,omitempty"`
	// contains filtered or unexported fields
}

type Asset_ResourceSpec struct {

	// Immutable. Relative name of the cloud resource that contains the data
	// that is being managed within a lake. For example:
	//
	//	`projects/{project_number}/buckets/{bucket_id}`
	//	`projects/{project_number}/datasets/{dataset_id}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Required. Immutable. Type of resource.
	Type Asset_ResourceSpec_Type `protobuf:"varint,2,opt,name=type,proto3,enum=google.events.cloud.dataplex.v1.Asset_ResourceSpec_Type" json:"type,omitempty"`
	// Optional. Determines how read permissions are handled for each asset and
	// their associated tables. Only available to storage buckets assets.
	ReadAccessMode Asset_ResourceSpec_AccessMode `` /* 173-byte string literal not displayed */
	// contains filtered or unexported fields
}

type Asset_ResourceSpec_AccessMode int32

type Asset_ResourceSpec_Type int32

type Asset_ResourceStatus struct {

	// The current state of the managed resource.
	State Asset_ResourceStatus_State `` /* 128-byte string literal not displayed */
	// Additional information about the current state.
	Message string `protobuf:"bytes,2,opt,name=message,proto3" json:"message,omitempty"`
	// Last update time of the status.
	UpdateTime *timestamppb.Timestamp `protobuf:"bytes,3,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`
	// Output only. Service account associated with the BigQuery Connection.
	ManagedAccessIdentity string `` /* 126-byte string literal not displayed */
	// contains filtered or unexported fields
}

type Asset_ResourceStatus_State int32

type Asset_SecurityStatus struct {

	// The current state of the security policy applied to the attached
	// resource.
	State Asset_SecurityStatus_State `` /* 128-byte string literal not displayed */
	// Additional information about the current state.
	Message string `protobuf:"bytes,2,opt,name=message,proto3" json:"message,omitempty"`
	// Last update time of the status.
	UpdateTime *timestamppb.Timestamp `protobuf:"bytes,3,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`
	// contains filtered or unexported fields
}

type Asset_SecurityStatus_State int32

type DataAccessSpec struct {

	// Optional. The format of strings follows the pattern followed by IAM in the
	// bindings. user:{email}, serviceAccount:{email} group:{email}.
	// The set of principals to be granted reader role on data
	// stored within resources.
	Readers []string `protobuf:"bytes,1,rep,name=readers,proto3" json:"readers,omitempty"`
	// contains filtered or unexported fields
}

type DataAttribute struct {

	// Output only. The relative resource name of the dataAttribute, of the form:
	// projects/{project_number}/locations/{location_id}/dataTaxonomies/{dataTaxonomy}/attributes/{data_attribute_id}.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Output only. System generated globally unique ID for the DataAttribute.
	// This ID will be different if the DataAttribute is deleted and re-created
	// with the same name.
	Uid string `protobuf:"bytes,2,opt,name=uid,proto3" json:"uid,omitempty"`
	// Output only. The time when the DataAttribute was created.
	CreateTime *timestamppb.Timestamp `protobuf:"bytes,3,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`
	// Output only. The time when the DataAttribute was last updated.
	UpdateTime *timestamppb.Timestamp `protobuf:"bytes,4,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`
	// Optional. Description of the DataAttribute.
	Description string `protobuf:"bytes,5,opt,name=description,proto3" json:"description,omitempty"`
	// Optional. User friendly display name.
	DisplayName string `protobuf:"bytes,6,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`
	// Optional. User-defined labels for the DataAttribute.
	Labels map[string]string `` /* 153-byte string literal not displayed */
	// Optional. The ID of the parent DataAttribute resource, should belong to the
	// same data taxonomy. Circular dependency in parent chain is not valid.
	// Maximum depth of the hierarchy allowed is 4.
	// [a -> b -> c -> d -> e, depth = 4]
	ParentId string `protobuf:"bytes,8,opt,name=parent_id,json=parentId,proto3" json:"parent_id,omitempty"`
	// Output only. The number of child attributes present for this attribute.
	AttributeCount int32 `protobuf:"varint,9,opt,name=attribute_count,json=attributeCount,proto3" json:"attribute_count,omitempty"`
	// This checksum is computed by the server based on the value of other
	// fields, and may be sent on update and delete requests to ensure the
	// client has an up-to-date value before proceeding.
	Etag string `protobuf:"bytes,10,opt,name=etag,proto3" json:"etag,omitempty"`
	// Optional. Specified when applied to a resource (eg: Cloud Storage bucket,
	// BigQuery dataset, BigQuery table).
	ResourceAccessSpec *ResourceAccessSpec `protobuf:"bytes,100,opt,name=resource_access_spec,json=resourceAccessSpec,proto3" json:"resource_access_spec,omitempty"`
	// Optional. Specified when applied to data stored on the resource (eg: rows,
	// columns in BigQuery Tables).
	DataAccessSpec *DataAccessSpec `protobuf:"bytes,101,opt,name=data_access_spec,json=dataAccessSpec,proto3" json:"data_access_spec,omitempty"`
	// contains filtered or unexported fields
}

type DataAttributeBinding struct {

	// Output only. The relative resource name of the Data Attribute Binding, of
	// the form:
	// projects/{project_number}/locations/{location}/dataAttributeBindings/{data_attribute_binding_id}
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Output only. System generated globally unique ID for the
	// DataAttributeBinding. This ID will be different if the DataAttributeBinding
	// is deleted and re-created with the same name.
	Uid string `protobuf:"bytes,2,opt,name=uid,proto3" json:"uid,omitempty"`
	// Output only. The time when the DataAttributeBinding was created.
	CreateTime *timestamppb.Timestamp `protobuf:"bytes,3,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`
	// Output only. The time when the DataAttributeBinding was last updated.
	UpdateTime *timestamppb.Timestamp `protobuf:"bytes,4,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`
	// Optional. Description of the DataAttributeBinding.
	Description string `protobuf:"bytes,5,opt,name=description,proto3" json:"description,omitempty"`
	// Optional. User friendly display name.
	DisplayName string `protobuf:"bytes,6,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`
	// Optional. User-defined labels for the DataAttributeBinding.
	Labels map[string]string `` /* 153-byte string literal not displayed */
	// This checksum is computed by the server based on the value of other
	// fields, and may be sent on update and delete requests to ensure the
	// client has an up-to-date value before proceeding.
	// Etags must be used when calling the DeleteDataAttributeBinding and the
	// UpdateDataAttributeBinding method.
	Etag string `protobuf:"bytes,8,opt,name=etag,proto3" json:"etag,omitempty"`
	// The reference to the resource that is associated to attributes.
	//
	// Types that are assignable to ResourceReference:
	//
	//	*DataAttributeBinding_Resource
	ResourceReference isDataAttributeBinding_ResourceReference `protobuf_oneof:"resource_reference"`
	// Optional. List of attributes to be associated with the resource, provided
	// in the form:
	// projects/{project}/locations/{location}/dataTaxonomies/{dataTaxonomy}/attributes/{data_attribute_id}
	Attributes []string `protobuf:"bytes,110,rep,name=attributes,proto3" json:"attributes,omitempty"`
	// Optional. The list of paths for items within the associated resource (eg.
	// columns within a table) along with attribute bindings.
	Paths []*DataAttributeBinding_Path `protobuf:"bytes,120,rep,name=paths,proto3" json:"paths,omitempty"`
	// contains filtered or unexported fields
}

type DataAttributeBindingEventData struct {

	// Optional. The DataAttributeBinding event payload. Unset for deletion
	// events.
	Payload *DataAttributeBinding `protobuf:"bytes,1,opt,name=payload,proto3,oneof" json:"payload,omitempty"`
	// contains filtered or unexported fields
}

type DataAttributeBinding_Path struct {

	// Required. The name identifier of the path.
	// Nested columns should be of the form: 'country.state.city'.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Optional. List of attributes to be associated with the path of the
	// resource, provided in the form:
	// projects/{project}/locations/{location}/dataTaxonomies/{dataTaxonomy}/attributes/{data_attribute_id}
	Attributes []string `protobuf:"bytes,2,rep,name=attributes,proto3" json:"attributes,omitempty"`
	// contains filtered or unexported fields
}

type DataAttributeBinding_Resource struct {
	// Optional. Immutable. The resource name of the resource that is associated
	// to attributes. Presently, only entity resource is supported in the form:
	// projects/{project}/locations/{location}/lakes/{lake}/zones/{zone}/entities/{entity_id}
	// Must belong in the same project and region as the attribute binding, and
	// there can only exist one active binding for a resource.
	Resource string `protobuf:"bytes,100,opt,name=resource,proto3,oneof"`
}

type DataAttributeEventData struct {

	// Optional. The DataAttribute event payload. Unset for deletion events.
	Payload *DataAttribute `protobuf:"bytes,1,opt,name=payload,proto3,oneof" json:"payload,omitempty"`
	// contains filtered or unexported fields
}

type DataProfileResult struct {

	// The count of rows scanned.
	RowCount int64 `protobuf:"varint,3,opt,name=row_count,json=rowCount,proto3" json:"row_count,omitempty"`
	// The profile information per field.
	Profile *DataProfileResult_Profile `protobuf:"bytes,4,opt,name=profile,proto3" json:"profile,omitempty"`
	// The data scanned for this result.
	ScannedData *ScannedData `protobuf:"bytes,5,opt,name=scanned_data,json=scannedData,proto3" json:"scanned_data,omitempty"`
	// contains filtered or unexported fields
}

type DataProfileResult_Profile struct {

	// List of fields with structural and profile information for each field.
	Fields []*DataProfileResult_Profile_Field `protobuf:"bytes,2,rep,name=fields,proto3" json:"fields,omitempty"`
	// contains filtered or unexported fields
}

type DataProfileResult_Profile_Field struct {

	// The name of the field.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// The field data type. Possible values include:
	//
	// * STRING
	// * BYTE
	// * INT64
	// * INT32
	// * INT16
	// * DOUBLE
	// * FLOAT
	// * DECIMAL
	// * BOOLEAN
	// * BINARY
	// * TIMESTAMP
	// * DATE
	// * TIME
	// * NULL
	// * RECORD
	Type string `protobuf:"bytes,2,opt,name=type,proto3" json:"type,omitempty"`
	// The mode of the field. Possible values include:
	//
	// * REQUIRED, if it is a required field.
	// * NULLABLE, if it is an optional field.
	// * REPEATED, if it is a repeated field.
	Mode string `protobuf:"bytes,3,opt,name=mode,proto3" json:"mode,omitempty"`
	// Profile information for the corresponding field.
	Profile *DataProfileResult_Profile_Field_ProfileInfo `protobuf:"bytes,4,opt,name=profile,proto3" json:"profile,omitempty"`
	// contains filtered or unexported fields
}

type DataProfileResult_Profile_Field_ProfileInfo struct {

	// Ratio of rows with null value against total scanned rows.
	NullRatio float64 `protobuf:"fixed64,2,opt,name=null_ratio,json=nullRatio,proto3" json:"null_ratio,omitempty"`
	// Ratio of rows with distinct values against total scanned rows.
	// Not available for complex non-groupable field type RECORD and fields
	// with REPEATABLE mode.
	DistinctRatio float64 `protobuf:"fixed64,3,opt,name=distinct_ratio,json=distinctRatio,proto3" json:"distinct_ratio,omitempty"`
	// The list of top N non-null values and number of times they occur in
	// the scanned data. N is 10 or equal to the number of distinct values
	// in the field, whichever is smaller. Not available for complex
	// non-groupable field type RECORD and fields with REPEATABLE mode.
	TopNValues []*DataProfileResult_Profile_Field_ProfileInfo_TopNValue `protobuf:"bytes,4,rep,name=top_n_values,json=topNValues,proto3" json:"top_n_values,omitempty"`
	// Structural and profile information for specific field type. Not
	// available, if mode is REPEATABLE.
	//
	// Types that are assignable to FieldInfo:
	//
	//	*DataProfileResult_Profile_Field_ProfileInfo_StringProfile
	//	*DataProfileResult_Profile_Field_ProfileInfo_IntegerProfile
	//	*DataProfileResult_Profile_Field_ProfileInfo_DoubleProfile
	FieldInfo isDataProfileResult_Profile_Field_ProfileInfo_FieldInfo `protobuf_oneof:"field_info"`
	// contains filtered or unexported fields
}

type DataProfileResult_Profile_Field_ProfileInfo_DoubleFieldInfo struct {

	// Average of non-null values in the scanned data. NaN, if the field
	// has a NaN.
	Average float64 `protobuf:"fixed64,1,opt,name=average,proto3" json:"average,omitempty"`
	// Standard deviation of non-null values in the scanned data. NaN, if
	// the field has a NaN.
	StandardDeviation float64 `protobuf:"fixed64,3,opt,name=standard_deviation,json=standardDeviation,proto3" json:"standard_deviation,omitempty"`
	// Minimum of non-null values in the scanned data. NaN, if the field
	// has a NaN.
	Min float64 `protobuf:"fixed64,4,opt,name=min,proto3" json:"min,omitempty"`
	// A quartile divides the number of data points into four parts, or
	// quarters, of more-or-less equal size. Three main quartiles used
	// are: The first quartile (Q1) splits off the lowest 25% of data from
	// the highest 75%. It is also known as the lower or 25th empirical
	// quartile, as 25% of the data is below this point. The second
	// quartile (Q2) is the median of a data set. So, 50% of the data lies
	// below this point. The third quartile (Q3) splits off the highest
	// 25% of data from the lowest 75%. It is known as the upper or 75th
	// empirical quartile, as 75% of the data lies below this point.
	// Here, the quartiles is provided as an ordered list of quartile
	// values for the scanned data, occurring in order Q1, median, Q3.
	Quartiles []float64 `protobuf:"fixed64,6,rep,packed,name=quartiles,proto3" json:"quartiles,omitempty"`
	// Maximum of non-null values in the scanned data. NaN, if the field
	// has a NaN.
	Max float64 `protobuf:"fixed64,5,opt,name=max,proto3" json:"max,omitempty"`
	// contains filtered or unexported fields
}

type DataProfileResult_Profile_Field_ProfileInfo_DoubleProfile struct {
	// Double type field information.
	DoubleProfile *DataProfileResult_Profile_Field_ProfileInfo_DoubleFieldInfo `protobuf:"bytes,103,opt,name=double_profile,json=doubleProfile,proto3,oneof"`
}

type DataProfileResult_Profile_Field_ProfileInfo_IntegerFieldInfo struct {

	// Average of non-null values in the scanned data. NaN, if the field
	// has a NaN.
	Average float64 `protobuf:"fixed64,1,opt,name=average,proto3" json:"average,omitempty"`
	// Standard deviation of non-null values in the scanned data. NaN, if
	// the field has a NaN.
	StandardDeviation float64 `protobuf:"fixed64,3,opt,name=standard_deviation,json=standardDeviation,proto3" json:"standard_deviation,omitempty"`
	// Minimum of non-null values in the scanned data. NaN, if the field
	// has a NaN.
	Min int64 `protobuf:"varint,4,opt,name=min,proto3" json:"min,omitempty"`
	// A quartile divides the number of data points into four parts, or
	// quarters, of more-or-less equal size. Three main quartiles used
	// are: The first quartile (Q1) splits off the lowest 25% of data from
	// the highest 75%. It is also known as the lower or 25th empirical
	// quartile, as 25% of the data is below this point. The second
	// quartile (Q2) is the median of a data set. So, 50% of the data lies
	// below this point. The third quartile (Q3) splits off the highest
	// 25% of data from the lowest 75%. It is known as the upper or 75th
	// empirical quartile, as 75% of the data lies below this point.
	// Here, the quartiles is provided as an ordered list of quartile
	// values for the scanned data, occurring in order Q1, median, Q3.
	Quartiles []int64 `protobuf:"varint,6,rep,packed,name=quartiles,proto3" json:"quartiles,omitempty"`
	// Maximum of non-null values in the scanned data. NaN, if the field
	// has a NaN.
	Max int64 `protobuf:"varint,5,opt,name=max,proto3" json:"max,omitempty"`
	// contains filtered or unexported fields
}

type DataProfileResult_Profile_Field_ProfileInfo_IntegerProfile struct {
	// Integer type field information.
	IntegerProfile *DataProfileResult_Profile_Field_ProfileInfo_IntegerFieldInfo `protobuf:"bytes,102,opt,name=integer_profile,json=integerProfile,proto3,oneof"`
}

type DataProfileResult_Profile_Field_ProfileInfo_StringFieldInfo struct {

	// Minimum length of non-null values in the scanned data.
	MinLength int64 `protobuf:"varint,1,opt,name=min_length,json=minLength,proto3" json:"min_length,omitempty"`
	// Maximum length of non-null values in the scanned data.
	MaxLength int64 `protobuf:"varint,2,opt,name=max_length,json=maxLength,proto3" json:"max_length,omitempty"`
	// Average length of non-null values in the scanned data.
	AverageLength float64 `protobuf:"fixed64,3,opt,name=average_length,json=averageLength,proto3" json:"average_length,omitempty"`
	// contains filtered or unexported fields
}

type DataProfileResult_Profile_Field_ProfileInfo_StringProfile struct {
	// String type field information.
	StringProfile *DataProfileResult_Profile_Field_ProfileInfo_StringFieldInfo `protobuf:"bytes,101,opt,name=string_profile,json=stringProfile,proto3,oneof"`
}

type DataProfileResult_Profile_Field_ProfileInfo_TopNValue struct {

	// String value of a top N non-null value.
	Value string `protobuf:"bytes,1,opt,name=value,proto3" json:"value,omitempty"`
	// Count of the corresponding value in the scanned data.
	Count int64 `protobuf:"varint,2,opt,name=count,proto3" json:"count,omitempty"`
	// contains filtered or unexported fields
}

type DataProfileSpec struct {
	// contains filtered or unexported fields
}

type DataQualityDimensionResult struct {

	// Whether the dimension passed or failed.
	Passed bool `protobuf:"varint,3,opt,name=passed,proto3" json:"passed,omitempty"`
	// contains filtered or unexported fields
}

type DataQualityResult struct {

	// Overall data quality result -- `true` if all rules passed.
	Passed bool `protobuf:"varint,5,opt,name=passed,proto3" json:"passed,omitempty"`
	// A list of results at the dimension level.
	Dimensions []*DataQualityDimensionResult `protobuf:"bytes,2,rep,name=dimensions,proto3" json:"dimensions,omitempty"`
	// A list of all the rules in a job, and their results.
	Rules []*DataQualityRuleResult `protobuf:"bytes,3,rep,name=rules,proto3" json:"rules,omitempty"`
	// The count of rows processed.
	RowCount int64 `protobuf:"varint,4,opt,name=row_count,json=rowCount,proto3" json:"row_count,omitempty"`
	// The data scanned for this result.
	ScannedData *ScannedData `protobuf:"bytes,7,opt,name=scanned_data,json=scannedData,proto3" json:"scanned_data,omitempty"`
	// contains filtered or unexported fields
}

type DataQualityRule struct {

	// Types that are assignable to RuleType:
	//
	//	*DataQualityRule_RangeExpectation_
	//	*DataQualityRule_NonNullExpectation_
	//	*DataQualityRule_SetExpectation_
	//	*DataQualityRule_RegexExpectation_
	//	*DataQualityRule_UniquenessExpectation_
	//	*DataQualityRule_StatisticRangeExpectation_
	//	*DataQualityRule_RowConditionExpectation_
	//	*DataQualityRule_TableConditionExpectation_
	RuleType isDataQualityRule_RuleType `protobuf_oneof:"rule_type"`
	// Optional. The unnested column which this rule is evaluated against.
	Column string `protobuf:"bytes,500,opt,name=column,proto3" json:"column,omitempty"`
	// 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.
	//
	// Only applicable to ColumnMap rules.
	IgnoreNull bool `protobuf:"varint,501,opt,name=ignore_null,json=ignoreNull,proto3" json:"ignore_null,omitempty"`
	// Required. The dimension a rule belongs to. Results are also aggregated at
	// the dimension level. Supported dimensions are **["COMPLETENESS",
	// "ACCURACY", "CONSISTENCY", "VALIDITY", "UNIQUENESS", "INTEGRITY"]**
	Dimension string `protobuf:"bytes,502,opt,name=dimension,proto3" json:"dimension,omitempty"`
	// 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).
	Threshold float64 `protobuf:"fixed64,503,opt,name=threshold,proto3" json:"threshold,omitempty"`
	// contains filtered or unexported fields
}

type DataQualityRuleResult struct {

	// The rule specified in the DataQualitySpec, as is.
	Rule *DataQualityRule `protobuf:"bytes,1,opt,name=rule,proto3" json:"rule,omitempty"`
	// Whether the rule passed or failed.
	Passed bool `protobuf:"varint,7,opt,name=passed,proto3" json:"passed,omitempty"`
	// The number of rows a rule was evaluated against. This field is only valid
	// for ColumnMap 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`.
	EvaluatedCount int64 `protobuf:"varint,9,opt,name=evaluated_count,json=evaluatedCount,proto3" json:"evaluated_count,omitempty"`
	// The number of rows which passed a rule evaluation.
	// This field is only valid for ColumnMap type rules.
	PassedCount int64 `protobuf:"varint,8,opt,name=passed_count,json=passedCount,proto3" json:"passed_count,omitempty"`
	// The number of rows with null values in the specified column.
	NullCount int64 `protobuf:"varint,5,opt,name=null_count,json=nullCount,proto3" json:"null_count,omitempty"`
	// The ratio of **passed_count / evaluated_count**.
	// This field is only valid for ColumnMap type rules.
	PassRatio float64 `protobuf:"fixed64,6,opt,name=pass_ratio,json=passRatio,proto3" json:"pass_ratio,omitempty"`
	// The query to find rows that did not pass this rule.
	// Only applies to ColumnMap and RowCondition rules.
	FailingRowsQuery string `protobuf:"bytes,10,opt,name=failing_rows_query,json=failingRowsQuery,proto3" json:"failing_rows_query,omitempty"`
	// contains filtered or unexported fields
}

type DataQualityRule_NonNullExpectation struct {
	// contains filtered or unexported fields
}

type DataQualityRule_NonNullExpectation_ struct {
	// ColumnMap rule which evaluates whether each column value is null.
	NonNullExpectation *DataQualityRule_NonNullExpectation `protobuf:"bytes,2,opt,name=non_null_expectation,json=nonNullExpectation,proto3,oneof"`
}

type DataQualityRule_RangeExpectation struct {

	// Optional. The minimum column value allowed for a row to pass this
	// validation. At least one of `min_value` and `max_value` need to be
	// provided.
	MinValue string `protobuf:"bytes,1,opt,name=min_value,json=minValue,proto3" json:"min_value,omitempty"`
	// Optional. The maximum column value allowed for a row to pass this
	// validation. At least one of `min_value` and `max_value` need to be
	// provided.
	MaxValue string `protobuf:"bytes,2,opt,name=max_value,json=maxValue,proto3" json:"max_value,omitempty"`
	// Optional. Whether each value needs to be strictly greater than ('>') the
	// minimum, or if equality is allowed.
	//
	// Only relevant if a `min_value` has been defined. Default = false.
	StrictMinEnabled bool `protobuf:"varint,3,opt,name=strict_min_enabled,json=strictMinEnabled,proto3" json:"strict_min_enabled,omitempty"`
	// Optional. Whether each value needs to be strictly lesser than ('<') the
	// maximum, or if equality is allowed.
	//
	// Only relevant if a `max_value` has been defined. Default = false.
	StrictMaxEnabled bool `protobuf:"varint,4,opt,name=strict_max_enabled,json=strictMaxEnabled,proto3" json:"strict_max_enabled,omitempty"`
	// contains filtered or unexported fields
}

type DataQualityRule_RangeExpectation_ struct {
	// ColumnMap rule which evaluates whether each column value lies between a
	// specified range.
	RangeExpectation *DataQualityRule_RangeExpectation `protobuf:"bytes,1,opt,name=range_expectation,json=rangeExpectation,proto3,oneof"`
}

type DataQualityRule_RegexExpectation struct {

	// A regular expression the column value is expected to match.
	Regex string `protobuf:"bytes,1,opt,name=regex,proto3" json:"regex,omitempty"`
	// contains filtered or unexported fields
}

type DataQualityRule_RegexExpectation_ struct {
	// ColumnMap rule which evaluates whether each column value matches a
	// specified regex.
	RegexExpectation *DataQualityRule_RegexExpectation `protobuf:"bytes,4,opt,name=regex_expectation,json=regexExpectation,proto3,oneof"`
}

type DataQualityRule_RowConditionExpectation struct {

	// The SQL expression.
	SqlExpression string `protobuf:"bytes,1,opt,name=sql_expression,json=sqlExpression,proto3" json:"sql_expression,omitempty"`
	// contains filtered or unexported fields
}

type DataQualityRule_RowConditionExpectation_ struct {
	// Table rule which evaluates whether each row passes the specified
	// condition.
	RowConditionExpectation *DataQualityRule_RowConditionExpectation `protobuf:"bytes,200,opt,name=row_condition_expectation,json=rowConditionExpectation,proto3,oneof"`
}

type DataQualityRule_SetExpectation struct {

	// Expected values for the column value.
	Values []string `protobuf:"bytes,1,rep,name=values,proto3" json:"values,omitempty"`
	// contains filtered or unexported fields
}

type DataQualityRule_SetExpectation_ struct {
	// ColumnMap rule which evaluates whether each column value is contained by
	// a specified set.
	SetExpectation *DataQualityRule_SetExpectation `protobuf:"bytes,3,opt,name=set_expectation,json=setExpectation,proto3,oneof"`
}

type DataQualityRule_StatisticRangeExpectation struct {
	Statistic DataQualityRule_StatisticRangeExpectation_ColumnStatistic `` /* 167-byte string literal not displayed */
	// The minimum column statistic value allowed for a row to pass this
	// validation.
	//
	// At least one of `min_value` and `max_value` need to be provided.
	MinValue string `protobuf:"bytes,2,opt,name=min_value,json=minValue,proto3" json:"min_value,omitempty"`
	// The maximum column statistic value allowed for a row to pass this
	// validation.
	//
	// At least one of `min_value` and `max_value` need to be provided.
	MaxValue string `protobuf:"bytes,3,opt,name=max_value,json=maxValue,proto3" json:"max_value,omitempty"`
	// Whether column statistic needs to be strictly greater than ('>')
	// the minimum, or if equality is allowed.
	//
	// Only relevant if a `min_value` has been defined. Default = false.
	StrictMinEnabled bool `protobuf:"varint,4,opt,name=strict_min_enabled,json=strictMinEnabled,proto3" json:"strict_min_enabled,omitempty"`
	// Whether column statistic needs to be strictly lesser than ('<') the
	// maximum, or if equality is allowed.
	//
	// Only relevant if a `max_value` has been defined. Default = false.
	StrictMaxEnabled bool `protobuf:"varint,5,opt,name=strict_max_enabled,json=strictMaxEnabled,proto3" json:"strict_max_enabled,omitempty"`
	// contains filtered or unexported fields
}

type DataQualityRule_StatisticRangeExpectation_ struct {
	// ColumnAggregate rule which evaluates whether the column aggregate
	// statistic lies between a specified range.
	StatisticRangeExpectation *DataQualityRule_StatisticRangeExpectation `protobuf:"bytes,101,opt,name=statistic_range_expectation,json=statisticRangeExpectation,proto3,oneof"`
}

type DataQualityRule_StatisticRangeExpectation_ColumnStatistic int32

type DataQualityRule_TableConditionExpectation struct {

	// The SQL expression.
	SqlExpression string `protobuf:"bytes,1,opt,name=sql_expression,json=sqlExpression,proto3" json:"sql_expression,omitempty"`
	// contains filtered or unexported fields
}

type DataQualityRule_TableConditionExpectation_ struct {
	// Table rule which evaluates whether the provided expression is true.
	TableConditionExpectation *DataQualityRule_TableConditionExpectation `protobuf:"bytes,201,opt,name=table_condition_expectation,json=tableConditionExpectation,proto3,oneof"`
}

type DataQualityRule_UniquenessExpectation struct {
	// contains filtered or unexported fields
}

type DataQualityRule_UniquenessExpectation_ struct {
	// ColumnAggregate rule which evaluates whether the column has duplicates.
	UniquenessExpectation *DataQualityRule_UniquenessExpectation `protobuf:"bytes,100,opt,name=uniqueness_expectation,json=uniquenessExpectation,proto3,oneof"`
}

type DataQualitySpec struct {

	// The list of rules to evaluate against a data source. At least one rule is
	// required.
	Rules []*DataQualityRule `protobuf:"bytes,1,rep,name=rules,proto3" json:"rules,omitempty"`
	// contains filtered or unexported fields
}

type DataScan struct {

	// Output only. The relative resource name of the scan, of the form:
	// `projects/{project}/locations/{location_id}/dataScans/{datascan_id}`,
	// where `project` refers to a *project_id* or *project_number* and
	// `location_id` refers to a GCP region.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Output only. System generated globally unique ID for the scan. This ID will
	// be different if the scan is deleted and re-created with the same name.
	Uid string `protobuf:"bytes,2,opt,name=uid,proto3" json:"uid,omitempty"`
	// Optional. Description of the scan.
	//
	// * Must be between 1-1024 characters.
	Description string `protobuf:"bytes,3,opt,name=description,proto3" json:"description,omitempty"`
	// Optional. User friendly display name.
	//
	// * Must be between 1-256 characters.
	DisplayName string `protobuf:"bytes,4,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`
	// Optional. User-defined labels for the scan.
	Labels map[string]string `` /* 153-byte string literal not displayed */
	// Output only. Current state of the DataScan.
	State State `protobuf:"varint,6,opt,name=state,proto3,enum=google.events.cloud.dataplex.v1.State" json:"state,omitempty"`
	// Output only. The time when the scan was created.
	CreateTime *timestamppb.Timestamp `protobuf:"bytes,7,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`
	// Output only. The time when the scan was last updated.
	UpdateTime *timestamppb.Timestamp `protobuf:"bytes,8,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`
	// Required. The data source for DataScan.
	Data *DataSource `protobuf:"bytes,9,opt,name=data,proto3" json:"data,omitempty"`
	// Optional. DataScan execution settings.
	//
	// If not specified, the fields in it will use their default values.
	ExecutionSpec *DataScan_ExecutionSpec `protobuf:"bytes,10,opt,name=execution_spec,json=executionSpec,proto3" json:"execution_spec,omitempty"`
	// Output only. Status of the data scan execution.
	ExecutionStatus *DataScan_ExecutionStatus `protobuf:"bytes,11,opt,name=execution_status,json=executionStatus,proto3" json:"execution_status,omitempty"`
	// Output only. The type of DataScan.
	Type DataScanType `protobuf:"varint,12,opt,name=type,proto3,enum=google.events.cloud.dataplex.v1.DataScanType" json:"type,omitempty"`
	// Data Scan related setting.
	// It is required and immutable which means once data_quality_spec is set, it
	// cannot be changed to data_profile_spec.
	//
	// Types that are assignable to Spec:
	//
	//	*DataScan_DataQualitySpec
	//	*DataScan_DataProfileSpec
	Spec isDataScan_Spec `protobuf_oneof:"spec"`
	// The result of the data scan.
	//
	// Types that are assignable to Result:
	//
	//	*DataScan_DataQualityResult
	//	*DataScan_DataProfileResult
	Result isDataScan_Result `protobuf_oneof:"result"`
	// contains filtered or unexported fields
}