v1alpha1

package
v0.5.579 Latest Latest
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 Go to latest Published: Jan 15, 2023 License: Apache-2.0 Imports: 27 Imported by: 0

Documentation

Overview

  • Copyright (c) 2020. *

  • Metaprov.com

  • Copyright (c) 2020. *

  • Metaprov.com

+groupName=data.modela.ai +kubebuilder:object:generate=true

+kubebuilder:object:generate=true +groupName=data.modela.ai

Index

Constants

View Source 
const (
	DataPipelineReady = "Ready"
	DataPipelineSaved = "Saved"
)

/ DataPipeline Condition

View Source 
const (
	DataPipelineRunCompleted = "Completed"
	DataPipelineRunSaved     = "Saved"
)

/ DataPipelineRun Condition

View Source 
const (
	DataProductVersionReady = "Ready"
	DataProductVersionSaved = "Saved"
)

/ DataProductVersion Condition

View Source 
const (
	DatasetReported    = "Reported"
	DatasetUnitTested  = "UnitTested"
	DatasetSnapshotted = "Snapshotted"
	DatasetProfiled    = "Profiled"
	DatasetIngested    = "Ingested"
	DatasetGrouped     = "Grouped"
	DatasetGenerated   = "Generated"
	DatasetSaved       = "Saved"
	DatasetArchived    = "Archived"
	DatasetReady       = "Ready"
)

/ DatasetName Condition

View Source 
const (
	MultiDatasetSameNumberOfRows      catalog.AssertionType = "multi-dataset-same-number-of-rows"
	MultiDatasetOuterJoinEmpty        catalog.AssertionType = "multi-dataset-outer-join-empty"
	MultiDatasetOuterJoinNotEmpty     catalog.AssertionType = "multi-dataset-outer-join-not-empty"
	MultiDatasetInnerJoinEmpty        catalog.AssertionType = "multi-dataset-inner-join-empty"
	MultiDatasetInnerJoinNotEmpty     catalog.AssertionType = "multi-dataset-inner-join-not-empty"
	MultiDatasetLeftJoinEmpty         catalog.AssertionType = "multi-dataset-left-join-empty"
	MultiDatasetLeftJoinNotEmpty      catalog.AssertionType = "multi-dataset-left-join-not-empty"
	MultiDatasetRightJoinEmpty        catalog.AssertionType = "multi-dataset-right-join-empty"
	MultiDatasetRightJoinNotEmpty     catalog.AssertionType = "multi-dataset-right-join-not-empty"
	DatasetColumnsCountEqual          catalog.AssertionType = "dataset-columns-count-equal"
	DatasetColumnsNameInSet           catalog.AssertionType = "dataset-columns-in-set"
	DatasetColumnsInOrderedList       catalog.AssertionType = "dataset-columns-in-ordered-list"
	DatasetRowCountBetween            catalog.AssertionType = "dataset-row-count-between"
	DatasetNotEmpty                   catalog.AssertionType = "dataset-dataset-not-empty"
	DatasetEmpty                      catalog.AssertionType = "dataset-empty"
	MultiColumnCorr                   catalog.AssertionType = "multi-column-corr"
	MultiColumnUnique                 catalog.AssertionType = "multi-column-unique"
	MultiColumnLessThan               catalog.AssertionType = "multi-column-less-than"
	MultiColumnLessThanOrEqualTo      catalog.AssertionType = "multi-column-less-than-or-equal-to"
	MultiColumnUniqueValueRatio       catalog.AssertionType = "multi-column-unique-value-ratio"
	ColumnExist                       catalog.AssertionType = "column-exist"
	ColumnHaveValues                  catalog.AssertionType = "column-have-values"
	ColumnHasNoValue                  catalog.AssertionType = "column-has-no-values"
	ColumnHaveNulls                   catalog.AssertionType = "column-value-have-nulls"
	ColumnHasNoNull                   catalog.AssertionType = "column-value-has-no-nulls"
	ColumnOfType                      catalog.AssertionType = "column-of-type"
	ColumnValuesInSet                 catalog.AssertionType = "column-values-in-set"
	ColumnValuesIncreasing            catalog.AssertionType = "column-values-increasing"
	ColumnsValuesDecreasing           catalog.AssertionType = "column-values-decreasing"
	ColumnValueLengthBetween          catalog.AssertionType = "column-value-length-between"
	ColumnValueNameMatchPattern       catalog.AssertionType = "column-value-match-pattern"
	ColumnValueIsDate                 catalog.AssertionType = "column-value-is-date"
	ColumnValueIsJson                 catalog.AssertionType = "column-value-is-json"
	ColumnValueInDomain               catalog.AssertionType = "column-value-in-domain"
	ColumnUniqueValueCountBetween     catalog.AssertionType = "column-unique-value-count-between"
	ColumnOutlierValueUniqueBetween   catalog.AssertionType = "column-outlier-value-count-between"
	ColumnValidValueUniqueBetween     catalog.AssertionType = "column-valid-values-count-between"
	ColumnMismatchValueBetween        catalog.AssertionType = "column-mismatch-values-between"
	ColumnValueMinBetween             catalog.AssertionType = "column-value-min-between"
	ColumnValueLowerQuartileBetween   catalog.AssertionType = "column-value-lower-quartile-between"
	ColumnValueMedianBetween          catalog.AssertionType = "column-value-median-between"
	ColumnValueAvgBetween             catalog.AssertionType = "column-value-average-between"
	ColumnValueUpperQuartileBetween   catalog.AssertionType = "column-value-upper-quartile-between"
	ColumnValueMaxBetween             catalog.AssertionType = "column-value-max-between"
	ColumnValueStddevBetween          catalog.AssertionType = "column-value-stddev-between"
	ColumnValueChiSquarePValueBetween catalog.AssertionType = "column-value-chi-square-p-value-between"
	ColumnValuePairCramersBetween     catalog.AssertionType = "column-value-pair-cramers-between"
	ColumnValueHasEntropy             catalog.AssertionType = "column-value-has-entropy"
	ColumnValueMinLength              catalog.AssertionType = "column-value-min-length"
	ColumnValueMaxLength              catalog.AssertionType = "column-value-max-length"
	ColumnValueNonNegative            catalog.AssertionType = "column-value-non-negative"
	ColumnValuePositive               catalog.AssertionType = "column-value-positive"
	FileSizeBetween                   catalog.AssertionType = "file-size-between"
	FileExist                         catalog.AssertionType = "file-exist"
	FileRegexMatchCountBetween        catalog.AssertionType = "file-regex-match-count-between"
	FileValidJson                     catalog.AssertionType = "file-valid-json"
	FileValidCsv                      catalog.AssertionType = "file-valid-csv"
	// Pre defined type
	ColumnValuePhoneNumber catalog.AssertionType = "column-value-phone-number"
	ColumnValueEmail       catalog.AssertionType = "column-value-email"
	ColumnValueCreditCard  catalog.AssertionType = "column-value-credit-card"
	ColumnValueBase64      catalog.AssertionType = "column-value-base64"
	ColumnValueIsbn10      catalog.AssertionType = "column-value-isbn10"
	ColumnValueIsbn13      catalog.AssertionType = "column-value-isbn13"
	ColumnValueUUID3       catalog.AssertionType = "column-value-uuid3"
	ColumnValueUUID4       catalog.AssertionType = "column-value-uuid4"
	ColumnValueUUID5       catalog.AssertionType = "column-value-uuid5"
	ColumnValueAscii       catalog.AssertionType = "column-value-ascii"
	ColumnValueLatitude    catalog.AssertionType = "column-value-latitude"
	ColumnValueLongitude   catalog.AssertionType = "column-value-longitude"
	ColumnValueSSN         catalog.AssertionType = "column-value-ssn"
	ColumnValueHostName    catalog.AssertionType = "column-value-hostname"
)
View Source 
const (
	// Regular state of the store.
	DatasourceReady = "Ready"
	DatasourceSaved = "Saved"
)

/ Datastore Condition

View Source 
const (
	FeatureGroupReady    = "Ready"
	FeatureGroupSynced   = "Synced"
	FeatureGroupIngested = "Ingested"
)
View Source 
const (
	ModelDriftTwoSampleKSTestLessThan     catalog.AssertionType = "model-two-sample-ks-test-less-than"
	ModelDriftChiSquaredLessThan          catalog.AssertionType = "model-chi-squared-test-less-than"
	ModelDriftProportionDiffTestLessThan  catalog.AssertionType = "model-proportion-difference-test-less-than"
	ModelDriftWassersteinDistanceLessThan catalog.AssertionType = "model-wasserstein-distance-less-than"
	ModelDriftJSDivergenceLessThan        catalog.AssertionType = "model-js-divergence-less"
	ModelDriftPSILessThan                 catalog.AssertionType = "model-psi-less-than"
	ModelDriftKLDivergenceLessThan        catalog.AssertionType = "model-kl-divergence-less-than"
)
View Source 
const (
	FeatureHistogramReady      = "Ready"
	FeatureHistogramUnitTested = "UnitTested"
	FeatureHistogramSaved      = "Saved"
)

/ FeatureHistogram Condition

View Source 
const (
	RecipeReady = "Ready"
	RecipeSaved = "Saved"
)

/ RecipeName Condition

View Source 
const (
	DataProductReady = "Ready"
)

/ ProductRef Condition

View Source 
const (
	EntityReady = "Ready"
)

/ Entity Condition

View Source 
const (
	RecipeRunCompleted = "Completed"
)

/ RecipeName Condition

Variables

View Source 
var (
	ErrInvalidLengthGenerated        = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowGenerated          = fmt.Errorf("proto: integer overflow")
	ErrUnexpectedEndOfGroupGenerated = fmt.Errorf("proto: unexpected end of group")
)
View Source 
var (
	// SchemeBuilder registers our types
	SchemeBuilder = k8sruntime.NewSchemeBuilder(AddKnownTypes)
	// AddToScheme local alias for SchemeBuilder.AddToScheme
	AddToScheme = SchemeBuilder.AddToScheme
)
View Source 
var SchemeGroupVersion = schema.GroupVersion{Group: data.GroupName, Version: "v1alpha1"}

SchemeGroupVersion is group version used to register these objects

Functions

func AddKnownTypes 

func AddKnownTypes(scheme *k8sruntime.Scheme) error

Adds the list of known types to api.Scheme.

func Kind 

func Kind(kind string) schema.GroupKind

Kind takes an unqualified kind and returns back a Group qualified GroupKind

func Resource 

func Resource(resource string) schema.GroupResource

Resource takes an unqualified resource and returns a Group qualified GroupResource

Types

type ApprovalType 

type ApprovalType string
const (
	ApprovalTypeApproved ApprovalType = "approved"
	ApprovalTypeReject   ApprovalType = "reject"
)

type BarChartSpec 

type BarChartSpec struct {
	// Dataset is the name of the dataset
	// +kubebuilder:validation:Optional
	DatasetName *string `json:"datasetName,omitempty" protobuf:"bytes,1,opt,name=datasetName"`
	// name of the X column
	// +kubebuilder:validation:Optional
	X *string `json:"x,omitempty" protobuf:"bytes,2,opt,name=x"`
	// Y column
	// +kubebuilder:validation:Optional
	Y *string `json:"y,omitempty" protobuf:"bytes,3,opt,name=y"`
	// Show borther
	// +kubebuilder:validation:Optional
	Legend *bool `json:"legend,omitempty" protobuf:"varint,4,opt,name=legend"`
	// Show borther
	// +kubebuilder:validation:Optional
	Sort *bool `json:"sort,omitempty" protobuf:"varint,5,opt,name=sort"`
}

Bar Chart

func (*BarChartSpec) DeepCopy 

func (in *BarChartSpec) DeepCopy() *BarChartSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new BarChartSpec.

func (*BarChartSpec) DeepCopyInto 

func (in *BarChartSpec) DeepCopyInto(out *BarChartSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*BarChartSpec) Descriptor 

func (*BarChartSpec) Descriptor() ([]byte, []int)

func (*BarChartSpec) Marshal 

func (m *BarChartSpec) Marshal() (dAtA []byte, err error)

func (*BarChartSpec) MarshalTo 

func (m *BarChartSpec) MarshalTo(dAtA []byte) (int, error)

func (*BarChartSpec) MarshalToSizedBuffer 

func (m *BarChartSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*BarChartSpec) ProtoMessage 

func (*BarChartSpec) ProtoMessage()

func (*BarChartSpec) Reset 

func (m *BarChartSpec) Reset()

func (*BarChartSpec) Size 

func (m *BarChartSpec) Size() (n int)

func (*BarChartSpec) String 

func (this *BarChartSpec) String() string

func (*BarChartSpec) Unmarshal 

func (m *BarChartSpec) Unmarshal(dAtA []byte) error

func (*BarChartSpec) XXX_DiscardUnknown 

func (m *BarChartSpec) XXX_DiscardUnknown()

func (*BarChartSpec) XXX_Marshal 

func (m *BarChartSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*BarChartSpec) XXX_Merge 

func (m *BarChartSpec) XXX_Merge(src proto.Message)

func (*BarChartSpec) XXX_Size 

func (m *BarChartSpec) XXX_Size() int

func (*BarChartSpec) XXX_Unmarshal 

func (m *BarChartSpec) XXX_Unmarshal(b []byte) error

type Column 

type Column struct {
	// The name of the column
	// +kubebuilder:validation:MaxLength=63
	// +kubebuilder:validation:MinLength=1
	Name string `json:"name" protobuf:"bytes,1,opt,name=name"`
	// The display name of the column, which is used in reports and other visual elements. If omitted, it will use the raw name
	// +kubebuilder:validation:MaxLength=63
	// +kubebuilder:validation:Optional
	DisplayName *string `json:"displayName,omitempty" protobuf:"bytes,2,opt,name=displayName"`
	// The data type of the feature (e.g. number, string, boolean, etc.)
	DataType catalog.DataType `json:"datatype" protobuf:"bytes,3,opt,name=datatype"`
	// The data domain of the feature, which constrains the contents of the feature to a specific set of values
	// +kubebuilder:validation:Optional
	Format *catalog.DataDomain `json:"format,omitempty" protobuf:"bytes,4,opt,name=format"`
	// The user-specified description of the feature
	// +kubebuilder:validation:MaxLength=63
	// +kubebuilder:validation:Optional
	Description *string `json:"description,omitempty" protobuf:"bytes,5,opt,name=description"`
	// Indicates if the feature should be ignored when building models
	// +kubebuilder:validation:Optional
	Ignore *bool `json:"ignore,omitempty" protobuf:"varint,6,opt,name=ignore"`
	// Indicates if the feature is the target feature of the model, and the feature which predictions will be made on
	// +kubebuilder:validation:Optional
	Target *bool `json:"target,omitempty" protobuf:"varint,7,opt,name=target"`
	// Indicates if the column can contain null values
	// +kubebuilder:validation:Optional
	Nullable *bool `json:"nullable,omitempty" protobuf:"varint,8,opt,name=nullable"`
	// Denotes if the column specifies a primary key of a database table (i.e. a users ID)
	// +kubebuilder:validation:Optional
	PK *bool `json:"pk,omitempty" protobuf:"varint,9,opt,name=pk"`
	// Denotes if the column specifies a foreign key of another database table
	// +kubebuilder:validation:Optional
	FK *bool `json:"fk,omitempty" protobuf:"varint,10,opt,name=fk"`
	// The integer value which the values of the column should be a multiple of
	// +kubebuilder:validation:Minimum=0
	// +kubebuilder:validation:Optional
	MultipleOf *int32 `json:"multipleOf,omitempty" protobuf:"varint,11,opt,name=multipleOf"`
	// The maximum value of values all values in the column
	// +kubebuilder:validation:Optional
	Maximum *float64 `json:"maximum,omitempty" protobuf:"bytes,12,opt,name=maximum"`
	// The exclusive upper limit of all values in the column, which does not include the maximum value
	// +kubebuilder:validation:Optional
	ExclusiveMaximum *bool `json:"exclusiveMaximum,omitempty" protobuf:"varint,13,opt,name=exclusiveMaximum"`
	// The minimum value of values all values in the column
	// +kubebuilder:validation:Optional
	Minimum *float64 `json:"minimum,omitempty" protobuf:"bytes,14,opt,name=minimum"`
	// The exclusive lower limit of all values in the column, which does not include the minimum value
	// +kubebuilder:validation:Optional
	ExclusiveMinimum *bool `json:"exclusiveMinimum,omitempty" protobuf:"varint,15,opt,name=exclusiveMinimum"`
	// The maximum length of values in the column, if the column data type is a string
	// +kubebuilder:validation:Minimum=0
	// +kubebuilder:validation:Optional
	MaxLength *int32 `json:"maxLength,omitempty" protobuf:"varint,16,opt,name=maxLength"`
	// The minimum length of values in the column, if the column data type is a string
	// +kubebuilder:validation:Minimum=0
	// +kubebuilder:validation:Optional
	MinLength *int32 `json:"minLength,omitempty" protobuf:"varint,17,opt,name=minLength"`
	// The regex pattern which values in the column must adhere to
	// +kubebuilder:validation:Optional
	Pattern *string `json:"pattern,omitempty" protobuf:"bytes,18,opt,name=pattern"`
	// Required
	// +kubebuilder:validation:Optional
	Required *bool `json:"required,omitempty" protobuf:"varint,19,opt,name=required"`
	// A user-specified example value
	// +kubebuilder:validation:Optional
	Example *string `json:"example,omitempty" protobuf:"bytes,20,opt,name=example"`
	// A link to user-specified external documentation
	// +kubebuilder:validation:Optional
	ExternalDocs *string `json:"externalDocs,omitempty" protobuf:"bytes,21,opt,name=externalDocs"`
	// The collection of unique values for categorical features
	// +kubebuilder:validation:Optional
	Enum []string `json:"enum,omitempty" protobuf:"bytes,22,rep,name=enum"`
	// The maximum number of items if the column is a list of values
	// +kubebuilder:validation:Minimum=0
	// +kubebuilder:validation:Optional
	MaxItems *int32 `json:"maxItems,omitempty" protobuf:"varint,24,opt,name=maxItems"`
	// The minimum number of items if the column is a list of values
	// +kubebuilder:validation:Minimum=0
	// +kubebuilder:validation:Optional
	MinItems *int32 `json:"minItems,omitempty" protobuf:"varint,25,opt,name=minItems"`
	// Enforce that all the items in the list are unique
	// +kubebuilder:validation:Optional
	UniqueItems *bool `json:"uniqueItems,omitempty" protobuf:"varint,26,opt,name=uniqueItems"`
	// Indicates if the column contains personally identifiable information
	// +kubebuilder:validation:Optional
	PII *bool `json:"pii,omitempty" protobuf:"varint,28,opt,name=pii"`
	// Indicates if the column contains personal health information
	// +kubebuilder:validation:Optional
	PHI *bool `json:"phi,omitempty" protobuf:"varint,29,opt,name=phi"`
	// Protected means that this feature is important for ethical AI / Fairness
	// +kubebuilder:validation:Optional
	Protected *bool `json:"protected,omitempty" protobuf:"varint,31,opt,name=protected"`
	// The default value for number types; used internally for synthetic data and validation
	DefaultValueNum *float64 `json:"DefaultValueNum,omitempty" protobuf:"bytes,32,opt,name=defaultValueNum"`
	// Indicates if values from this column will be sampled on a logarithmic scale
	// +kubebuilder:validation:Optional
	Log *bool `json:"log,omitempty" protobuf:"varint,33,opt,name=log"`
	// Mu is the mean of the normal distribution
	// +kubebuilder:validation:Optional
	Mu *float64 `json:"mu,omitempty" protobuf:"bytes,34,opt,name=mu"`
	// Sigma is the standard deviation of the distribution
	// +kubebuilder:validation:Optional
	Sigma *float64 `json:"sigma,omitempty" protobuf:"bytes,35,opt,name=sigma"`
	// The threshold skew for skew detection for the feature represented by this feature.
	// +kubebuilder:validation:Optional
	SkewThreshold *float64 `json:"skewThreshold,omitempty" protobuf:"bytes,36,opt,name=skewThreshold"`
	// The threshold drift value for model drift detection for the feature represented by this feature
	// +kubebuilder:validation:Optional
	DriftThreshold *float64 `json:"driftThreshold,omitempty" protobuf:"bytes,37,opt,name=driftThreshold"`
	// Indicates if the column is an key column
	// +kubebuilder:validation:Optional
	Key *bool `json:"key,omitempty" protobuf:"varint,38,opt,name=key"`
	// Indicates if the column holds fold values
	// +kubebuilder:validation:Optional
	Fold *bool `json:"fold,omitempty" protobuf:"varint,39,opt,name=fold"`
	// If True than this is a weight column
	// +kubebuilder:validation:Optional
	Weight *bool `json:"weight,omitempty" protobuf:"varint,40,opt,name=weight"`
	// Indicates that the feature should always be used in training
	// +kubebuilder:validation:Optional
	Reserved *bool `json:"reserved,omitempty" protobuf:"varint,41,opt,name=reserved"`
	// The recommended imputation method for the column
	// +kubebuilder:validation:Optional
	Imputation *catalog.Imputation `json:"imputation,omitempty" protobuf:"bytes,42,opt,name=imputation"`
	// The recommended scaling method for the column
	// +kubebuilder:validation:Optional
	Scaling *catalog.Scaling `json:"scaling,omitempty" protobuf:"bytes,43,opt,name=scaling"`
	// Indicates if the feature was automatically generated
	// +kubebuilder:validation:Optional
	Generated *bool `json:"generated,omitempty" protobuf:"varint,44,opt,name=generated"`
	// The formula used to generate the column
	// +kubebuilder:validation:Optional
	Formula *string `json:"formula,omitempty" protobuf:"bytes,45,opt,name=formula"`
	// Indicates if the column is an ID column
	// +kubebuilder:validation:Optional
	ID *bool `json:"id,omitempty" protobuf:"varint,46,opt,name=id"`
	// The step value if the column values are a sequence of numbers
	// +kubebuilder:validation:Optional
	Step *float64 `json:"step,omitempty" protobuf:"bytes,47,opt,name=step"`
	// Contain the Index for the column in the schema
	// +kubebuilder:validation:Optional
	Loc int32 `json:"loc,omitempty" protobuf:"varint,48,opt,name=loc"`
	// The format of the datetime column. This is only setup if the column contain datetime type.
	// +kubebuilder:validation:Optional
	DateTimeFormat *string `json:"datetimeFormat,omitempty" protobuf:"bytes,49,opt,name=datetimeFormat"`
	// Indicates if the column is contain a time series,
	// In case of forecasting, if only one column is a time series, this is a univariate time series
	// Otherwise, if two or more columns contain time series, than this is a univariate time series.
	// +kubebuilder:validation:Optional
	TimeSeries *bool `json:"timeseries,omitempty" protobuf:"varint,50,opt,name=timeseries"`
	// In forecasting based data sets Indicates if the column is regressor
	// This is relevant only for time series schema
	// +kubebuilder:validation:Optional
	Regressor *bool `json:"regressor,omitempty" protobuf:"varint,51,opt,name=regressor"`
	// In forecasting based data sets Indicates if the column is regressor
	// This is relevant only for time series schema
	// +kubebuilder:validation:Optional
	LaggedRegressor *bool `json:"laggedRegressor,omitempty" protobuf:"varint,52,opt,name=laggedRegressor"`
	// For time series, the field indicate tha this column will be used as the data time index
	// for the time series. Note that there can multiple datatime type columns, but only one
	// time column.
	// +kubebuilder:validation:Optional
	TimeIndex *bool `json:"timeIndex,omitempty" protobuf:"varint,53,opt,name=timeIndex"`
	// If this column is aggregate. Define the aggregate
	// +kubebuilder:validation:Optional
	Aggr *catalog.Aggregate `json:"aggr,omitempty" protobuf:"varint,54,opt,name=aggr"`
	// If this column is aggregate
	// +kubebuilder:validation:Optional
	Window *int32 `json:"window,omitempty" protobuf:"varint,55,opt,name=window"`
}

Column specifies the attribute of a single column in a dataset. The fields of the Column align with the JSON schema standard; you can view detailed documentation at https://json-schema.org/draft/2020-12/json-schema-validation.html

func (*Column) DeepCopy 

func (in *Column) DeepCopy() *Column

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new Column.

func (*Column) DeepCopyInto 

func (in *Column) DeepCopyInto(out *Column)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*Column) Descriptor 

func (*Column) Descriptor() ([]byte, []int)

func (*Column) Marshal 

func (m *Column) Marshal() (dAtA []byte, err error)

func (*Column) MarshalTo 

func (m *Column) MarshalTo(dAtA []byte) (int, error)

func (*Column) MarshalToSizedBuffer 

func (m *Column) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*Column) ProtoMessage 

func (*Column) ProtoMessage()

func (*Column) Reset 

func (m *Column) Reset()

func (*Column) Size 

func (m *Column) Size() (n int)

func (*Column) String 

func (this *Column) String() string

func (*Column) Unmarshal 

func (m *Column) Unmarshal(dAtA []byte) error

func (*Column) Validate 

func (column *Column) Validate() (bool, []metav1.StatusCause)

func (*Column) ValidateColumn 

func (column *Column) ValidateColumn() (bool, []metav1.StatusCause)

func (*Column) XXX_DiscardUnknown 

func (m *Column) XXX_DiscardUnknown()

func (*Column) XXX_Marshal 

func (m *Column) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*Column) XXX_Merge 

func (m *Column) XXX_Merge(src proto.Message)

func (*Column) XXX_Size 

func (m *Column) XXX_Size() int

func (*Column) XXX_Unmarshal 

func (m *Column) XXX_Unmarshal(b []byte) error

type ColumnHistogram added in v0.4.925 

type ColumnHistogram struct {
	// The name of the column
	//+kubebuilder:validation:Optional
	Name string `json:"name,omitempty" protobuf:"bytes,1,opt,name=name"`
	// Measure of drift for a column
	//+kubebuilder:validation:Optional
	Histogram catalog.HistogramData `json:"histogram,omitempty" protobuf:"bytes,2,opt,name=histogram"`
	// Measure of drift for this column
	//+kubebuilder:validation:Optional
	Metrics []catalog.Measurement `json:"metrics,omitempty" protobuf:"bytes,3,rep,name=metrics"`
	// true if drift was detected for this column
	//+kubebuilder:validation:Optional
	Drift *bool `json:"drift,omitempty" protobuf:"varint,4,opt,name=drift"`
}

func (*ColumnHistogram) DeepCopy added in v0.4.926 

func (in *ColumnHistogram) DeepCopy() *ColumnHistogram

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ColumnHistogram.

func (*ColumnHistogram) DeepCopyInto added in v0.4.926 

func (in *ColumnHistogram) DeepCopyInto(out *ColumnHistogram)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*ColumnHistogram) Descriptor added in v0.4.925 

func (*ColumnHistogram) Descriptor() ([]byte, []int)

func (*ColumnHistogram) Marshal added in v0.4.925 

func (m *ColumnHistogram) Marshal() (dAtA []byte, err error)

func (*ColumnHistogram) MarshalTo added in v0.4.925 

func (m *ColumnHistogram) MarshalTo(dAtA []byte) (int, error)

func (*ColumnHistogram) MarshalToSizedBuffer added in v0.4.925 

func (m *ColumnHistogram) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*ColumnHistogram) ProtoMessage added in v0.4.925 

func (*ColumnHistogram) ProtoMessage()

func (*ColumnHistogram) Reset added in v0.4.925 

func (m *ColumnHistogram) Reset()

func (*ColumnHistogram) Size added in v0.4.925 

func (m *ColumnHistogram) Size() (n int)

func (*ColumnHistogram) String added in v0.4.925 

func (this *ColumnHistogram) String() string

func (*ColumnHistogram) Unmarshal added in v0.4.925 

func (m *ColumnHistogram) Unmarshal(dAtA []byte) error

func (*ColumnHistogram) XXX_DiscardUnknown added in v0.4.925 

func (m *ColumnHistogram) XXX_DiscardUnknown()

func (*ColumnHistogram) XXX_Marshal added in v0.4.925 

func (m *ColumnHistogram) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*ColumnHistogram) XXX_Merge added in v0.4.925 

func (m *ColumnHistogram) XXX_Merge(src proto.Message)

func (*ColumnHistogram) XXX_Size added in v0.4.925 

func (m *ColumnHistogram) XXX_Size() int

func (*ColumnHistogram) XXX_Unmarshal added in v0.4.925 

func (m *ColumnHistogram) XXX_Unmarshal(b []byte) error

type ColumnSpec 

type ColumnSpec struct {
	// If true this column is an empty spacer
	// +kubebuilder:default:=false
	// +kubebuilder:validation:Optional
	Spacer *bool `json:"spacer,omitempty" protobuf:"varint,1,opt,name=spacer"`
	// The width in columns, each row is divided into 12 columns
	// +kubebuilder:validation:Optional
	Width *int32 `json:"width,omitempty" protobuf:"varint,2,opt,name=width"`
	// The actual
	Content ComponentSpec `json:",omitempty" protobuf:"bytes,3,opt,name=content"`
}

The spec for a column in the row. A column can span multiple grid based columns

func (*ColumnSpec) DeepCopy 

func (in *ColumnSpec) DeepCopy() *ColumnSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ColumnSpec.

func (*ColumnSpec) DeepCopyInto 

func (in *ColumnSpec) DeepCopyInto(out *ColumnSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*ColumnSpec) Descriptor 

func (*ColumnSpec) Descriptor() ([]byte, []int)

func (*ColumnSpec) Marshal 

func (m *ColumnSpec) Marshal() (dAtA []byte, err error)

func (*ColumnSpec) MarshalTo 

func (m *ColumnSpec) MarshalTo(dAtA []byte) (int, error)

func (*ColumnSpec) MarshalToSizedBuffer 

func (m *ColumnSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*ColumnSpec) ProtoMessage 

func (*ColumnSpec) ProtoMessage()

func (*ColumnSpec) Reset 

func (m *ColumnSpec) Reset()

func (*ColumnSpec) Size 

func (m *ColumnSpec) Size() (n int)

func (*ColumnSpec) String 

func (this *ColumnSpec) String() string

func (*ColumnSpec) Unmarshal 

func (m *ColumnSpec) Unmarshal(dAtA []byte) error

func (*ColumnSpec) XXX_DiscardUnknown 

func (m *ColumnSpec) XXX_DiscardUnknown()

func (*ColumnSpec) XXX_Marshal 

func (m *ColumnSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*ColumnSpec) XXX_Merge 

func (m *ColumnSpec) XXX_Merge(src proto.Message)

func (*ColumnSpec) XXX_Size 

func (m *ColumnSpec) XXX_Size() int

func (*ColumnSpec) XXX_Unmarshal 

func (m *ColumnSpec) XXX_Unmarshal(b []byte) error

type ColumnStatistics 

type ColumnStatistics struct {
	// The name of the column
	// +kubebuilder:validation:Optional
	Name string `json:"name,omitempty" protobuf:"bytes,1,opt,name=name"`
	// The data type of the column
	// +kubebuilder:validation:Optional
	DataType catalog.DataType `json:"datatype,omitempty" protobuf:"bytes,2,opt,name=datatype"`
	// Amount of rows which contain a value for the feature
	// +kubebuilder:validation:Optional
	Count float64 `json:"count,omitempty" protobuf:"bytes,3,opt,name=count"`
	// Amount of unique values present in the column
	// +kubebuilder:validation:Optional
	Distinct int32 `json:"distinct,omitempty" protobuf:"varint,4,opt,name=distinct"`
	// Amount of missing values present in the column
	// +kubebuilder:validation:Optional
	Missing int32 `json:"missing,omitempty" protobuf:"varint,5,opt,name=missing"`
	// Percentage of missing values in the column
	// +kubebuilder:validation:Optional
	PercentMissing float64 `json:"percentMissing,omitempty" protobuf:"bytes,6,opt,name=percentMissing"`
	// The mean of all values in the column, if the column data type is a number
	// +kubebuilder:validation:Optional
	Mean float64 `json:"mean,omitempty" protobuf:"bytes,7,opt,name=mean"`
	// The standard deviation of the columns values
	// +kubebuilder:validation:Optional
	StdDev float64 `json:"stddev,omitempty" protobuf:"bytes,8,opt,name=stddev"`
	// The variability of the columns values from the columns mean
	// +kubebuilder:validation:Optional
	Variance float64 `json:"variance,omitempty" protobuf:"bytes,9,opt,name=variance"`
	// The minimum value of all values in the column
	// +kubebuilder:validation:Optional
	Min float64 `json:"min,omitempty" protobuf:"bytes,10,opt,name=min"`
	// The maximum value of all values in the column
	// +kubebuilder:validation:Optional
	Max float64 `json:"max,omitempty" protobuf:"bytes,11,opt,name=max"`
	// The computed kurtosis, which measures the peakedness of the distribution of values in the column
	// +kubebuilder:validation:Optional
	Kurtosis float64 `json:"kurtosis,omitempty" protobuf:"bytes,12,opt,name=kurtosis"`
	// The computed skewness, which measures the asymmetry of the distribution of values in the column
	// +kubebuilder:validation:Optional
	Skewness float64 `json:"skewness,omitempty" protobuf:"bytes,13,opt,name=skewness"`
	// Skewness is the standard deviation value of the attribute
	// +kubebuilder:validation:Optional
	Sum float64 `json:"sum,omitempty" protobuf:"bytes,14,opt,name=sum"`
	// The sum of all values in the column
	// +kubebuilder:validation:Optional
	Mad float64 `json:"mad,omitempty" protobuf:"bytes,15,opt,name=mad"`
	// The 25% point of all the values of the column in order
	// +kubebuilder:validation:Optional
	P25 float64 `json:"p25,omitempty" protobuf:"bytes,16,opt,name=p25"`
	// The 50% point of all the values of the column in order, also known as the median
	// +kubebuilder:validation:Optional
	P50 float64 `json:"p50,omitempty" protobuf:"bytes,17,opt,name=p50"`
	// The 75% point of all the values of the column in order
	// +kubebuilder:validation:Optional
	P75 float64 `json:"p75,omitempty" protobuf:"bytes,18,opt,name=p75"`
	// The interquartile range of the columns values
	// +kubebuilder:validation:Optional
	IQR float64 `json:"iqr,omitempty" protobuf:"bytes,19,opt,name=iqr"`
	// The mode value of the column, also known as the most frequent value
	// +kubebuilder:validation:Optional
	Mode string `json:"mode,omitempty" protobuf:"bytes,20,opt,name=mode"`
	// The number of zero values in the column
	// +kubebuilder:validation:Optional
	Zeros float64 `json:"zeros,omitempty" protobuf:"bytes,21,opt,name=zeros"`
	// The number of invalid values in the column
	// +kubebuilder:validation:Optional
	Invalid int32 `json:"invalid,omitempty" protobuf:"varint,22,opt,name=invalid"`
	// The feature importance of the column
	// +kubebuilder:validation:Optional
	Importance float64 `json:"importance,omitempty" protobuf:"bytes,23,opt,name=importance"`
	// Indicates if the feature is the target attribute for a Study, as specified by the Dataset's DataSource
	// +kubebuilder:validation:Optional
	Target bool `json:"target,omitempty" protobuf:"varint,24,opt,name=target"`
	// Indicates if the column should be ignored, as specified by the Dataset's DataSource
	// +kubebuilder:validation:Optional
	Ignore bool `json:"ignore,omitempty" protobuf:"varint,25,opt,name=ignore"`
	// Indicates if the column may contain null values, as specified by the Dataset's DataSource
	// +kubebuilder:validation:Optional
	Nullable bool `json:"nullable,omitempty" protobuf:"varint,26,opt,name=nullable"`
	// Indicates if the column has high cardinality and should use the high cardinality encoder during feature engineering
	// +kubebuilder:validation:Optional
	HighCardinality bool `json:"highCardinality,omitempty" protobuf:"varint,27,opt,name=highCardinality"`
	// Indicates if the column has high correlation with another feature, and that it should be dropped
	// +kubebuilder:validation:Optional
	HighCorrWithOtherFeatures bool `json:"highCorrWithOtherFeatures,omitempty" protobuf:"varint,28,opt,name=highCorrWithOtherFeatures"`
	// Indicate that the feature has low correlation with the target feature, and that it should be dropped
	// +kubebuilder:validation:Optional
	LowCorrWithTarget bool `json:"lowCorrWithTarget,omitempty" protobuf:"varint,29,opt,name=lowCorrWithTarget"`
	// Indicates if the column has a high percentage of missing values, and that it should be dropped
	// +kubebuilder:validation:Optional
	HighMissingPct bool `json:"highMissingPct,omitempty" protobuf:"varint,30,opt,name=highMissingPct"`
	// Marks that the column is skewed and would require a power transform.
	//
	// If skewness is less than -1 or greater than 1, the distribution is highly skewed.
	// If skewness is between -1 and -0.5 or between 0.5 and 1, the distribution is moderately skewed.
	// If skewness is between -0.5 and 0.5, the distribution is approximately symmetric
	// +kubebuilder:validation:Optional
	Skewed bool `json:"skewed,omitempty" protobuf:"varint,31,opt,name=skewed"`
	// Indicates if the column is an ID column, such as a primary key
	// +kubebuilder:validation:Optional
	Id bool `json:"id,omitempty" protobuf:"varint,32,opt,name=id"`
	// +kubebuilder:validation:Optional
	Constant bool `json:"constant,omitempty" protobuf:"varint,33,opt,name=constant"`
	// Indicates if the column is a duplicate of another column
	// +kubebuilder:validation:Optional
	Duplicate bool `json:"duplicate,omitempty" protobuf:"varint,34,opt,name=duplicate"`
	// Indicates if the column is reserved and must be a feature included in model training
	// +kubebuilder:validation:Optional
	Reserved bool `json:"reserved,omitempty" protobuf:"varint,35,opt,name=reserved"`
	// The ratio between non-null and null values in the column
	// +kubebuilder:validation:Optional
	Completeness float64 `json:"completeness,omitempty" protobuf:"bytes,37,opt,name=completeness"`
	// The ratio between unique values and non-unique values in the column
	// +kubebuilder:validation:Optional
	DistinctValueCount float64 `json:"distinctValueCount,omitempty" protobuf:"bytes,38,opt,name=distinctValueCount"`
	// The ratio between most the most frequent value to the number of total values in the column
	// +kubebuilder:validation:Optional
	MostFreqValuesRatio float64 `json:"mostFreqValuesRatio,omitempty" protobuf:"bytes,39,opt,name=mostFreqValuesRatio"`
	// Used for text attributes
	// +kubebuilder:validation:Optional
	IndexOfPeculiarity float64 `json:"indexOfPeculiarity,omitempty" protobuf:"bytes,40,opt,name=indexOfPeculiarity"`
	// Histogram data representing the distribution of the values in the column
	// +kubebuilder:validation:Optional
	Histogram catalog.HistogramData `json:"histogram,omitempty" protobuf:"bytes,41,opt,name=histogram"`
	// Correlation to the target feature
	// +kubebuilder:validation:Optional
	CorrToTarget float64 `json:"corrToTarget,omitempty" protobuf:"bytes,42,opt,name=corrToTarget"`
	// The column index in the dataset
	Index int32 `json:"index,omitempty" protobuf:"bytes,43,opt,name=index"`
	// Outlier statistics.
	Outliers OutlierStat `json:"outliers,omitempty" protobuf:"bytes,44,opt,name=outliers"`
}

ColumnStatistics contains statistical parameters for a single feature from a dataset

func (ColumnStatistics) BigBoolTest added in v0.5.69 

func (col ColumnStatistics) BigBoolTest(thresholds []DriftThreshold, rowCount int32) *catalog.DataTestCase

func (ColumnStatistics) BigCatTest added in v0.5.69 

func (col ColumnStatistics) BigCatTest(thresholds []DriftThreshold, rowCount int32) *catalog.DataTestCase

func (ColumnStatistics) BigNumericTest added in v0.5.69 

func (col ColumnStatistics) BigNumericTest(thresholds []DriftThreshold, rowCount int32) *catalog.DataTestCase

func (*ColumnStatistics) DeepCopy 

func (in *ColumnStatistics) DeepCopy() *ColumnStatistics

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ColumnStatistics.

func (*ColumnStatistics) DeepCopyInto 

func (in *ColumnStatistics) DeepCopyInto(out *ColumnStatistics)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*ColumnStatistics) Descriptor 

func (*ColumnStatistics) Descriptor() ([]byte, []int)

func (ColumnStatistics) GenDriftTestCase added in v0.5.69 

func (col ColumnStatistics) GenDriftTestCase(thresholds []DriftThreshold, rowCount int32) *catalog.DataTestCase

Based on the column type generate the drift test case

func (*ColumnStatistics) Marshal 

func (m *ColumnStatistics) Marshal() (dAtA []byte, err error)

func (*ColumnStatistics) MarshalTo 

func (m *ColumnStatistics) MarshalTo(dAtA []byte) (int, error)

func (*ColumnStatistics) MarshalToSizedBuffer 

func (m *ColumnStatistics) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*ColumnStatistics) ProtoMessage 

func (*ColumnStatistics) ProtoMessage()

func (*ColumnStatistics) Reset 

func (m *ColumnStatistics) Reset()

func (*ColumnStatistics) Size 

func (m *ColumnStatistics) Size() (n int)

func (ColumnStatistics) SmallBoolTest added in v0.5.69 

func (col ColumnStatistics) SmallBoolTest(thresholds []DriftThreshold, rowCount int32) *catalog.DataTestCase

func (ColumnStatistics) SmallCatTest added in v0.5.69 

func (col ColumnStatistics) SmallCatTest(thresholds []DriftThreshold, rowCount int32) *catalog.DataTestCase

func (ColumnStatistics) SmallNumericTest added in v0.5.69 

func (col ColumnStatistics) SmallNumericTest(thresholds []DriftThreshold, rowCount int32) *catalog.DataTestCase

func (*ColumnStatistics) String 

func (this *ColumnStatistics) String() string

func (*ColumnStatistics) Unmarshal 

func (m *ColumnStatistics) Unmarshal(dAtA []byte) error

func (*ColumnStatistics) XXX_DiscardUnknown 

func (m *ColumnStatistics) XXX_DiscardUnknown()

func (*ColumnStatistics) XXX_Marshal 

func (m *ColumnStatistics) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*ColumnStatistics) XXX_Merge 

func (m *ColumnStatistics) XXX_Merge(src proto.Message)

func (*ColumnStatistics) XXX_Size 

func (m *ColumnStatistics) XXX_Size() int

func (*ColumnStatistics) XXX_Unmarshal 

func (m *ColumnStatistics) XXX_Unmarshal(b []byte) error

type ComponentSpec 

type ComponentSpec struct {
	// +kubebuilder:validation:Optional
	Title *string `json:"title,omitempty" protobuf:"bytes,1,opt,name=title"`
	// +kubebuilder:validation:Optional
	SubTitle *string `json:"subtitle,omitempty" protobuf:"bytes,2,opt,name=subtitle"`
	// +kubebuilder:validation:Optional
	Footer        *string `json:"footer,omitempty" protobuf:"bytes,3,opt,name=footer"`
	ComponentView `json:",inline" protobuf:"bytes,4,opt,name=content"`
}

func (*ComponentSpec) DeepCopy 

func (in *ComponentSpec) DeepCopy() *ComponentSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ComponentSpec.

func (*ComponentSpec) DeepCopyInto 

func (in *ComponentSpec) DeepCopyInto(out *ComponentSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*ComponentSpec) Descriptor 

func (*ComponentSpec) Descriptor() ([]byte, []int)

func (*ComponentSpec) Marshal 

func (m *ComponentSpec) Marshal() (dAtA []byte, err error)

func (*ComponentSpec) MarshalTo 

func (m *ComponentSpec) MarshalTo(dAtA []byte) (int, error)

func (*ComponentSpec) MarshalToSizedBuffer 

func (m *ComponentSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*ComponentSpec) ProtoMessage 

func (*ComponentSpec) ProtoMessage()

func (*ComponentSpec) Reset 

func (m *ComponentSpec) Reset()

func (*ComponentSpec) Size 

func (m *ComponentSpec) Size() (n int)

func (*ComponentSpec) String 

func (this *ComponentSpec) String() string

func (*ComponentSpec) Unmarshal 

func (m *ComponentSpec) Unmarshal(dAtA []byte) error

func (*ComponentSpec) XXX_DiscardUnknown 

func (m *ComponentSpec) XXX_DiscardUnknown()

func (*ComponentSpec) XXX_Marshal 

func (m *ComponentSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*ComponentSpec) XXX_Merge 

func (m *ComponentSpec) XXX_Merge(src proto.Message)

func (*ComponentSpec) XXX_Size 

func (m *ComponentSpec) XXX_Size() int

func (*ComponentSpec) XXX_Unmarshal 

func (m *ComponentSpec) XXX_Unmarshal(b []byte) error

type ComponentView 

type ComponentView struct {
	// +kubebuilder:validation:Optional
	Metric *MetricSpec `json:"metric,omitempty" protobuf:"bytes,1,opt,name=metric"`
	// +kubebuilder:validation:Optional
	Gauge *GaugeSpec `json:"gauge,omitempty" protobuf:"bytes,2,opt,name=gauge"`
	// +kubebuilder:validation:Optional
	Histogram *HistogramSpec `json:"histogram,omitempty" protobuf:"bytes,3,opt,name=histogram"`
	// +kubebuilder:validation:Optional
	Table *TableSpec `json:"table,omitempty" protobuf:"bytes,4,opt,name=table"`
	// +kubebuilder:validation:Optional
	LineChart *LineChartSpec `json:"lineChart,omitempty" protobuf:"bytes,5,opt,name=lineChart"`
	// +kubebuilder:validation:Optional
	BarChart *BarChartSpec `json:"barChart,omitempty" protobuf:"bytes,6,opt,name=barChart"`
	// +kubebuilder:validation:Optional
	ScatterChart *ScatterPlotSpec `json:"scatterPlot,omitempty" protobuf:"bytes,7,opt,name=scatterPlot"`
}

Represent the view part of a component. Only one part should be specified per component

func (*ComponentView) DeepCopy 

func (in *ComponentView) DeepCopy() *ComponentView

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ComponentView.

func (*ComponentView) DeepCopyInto 

func (in *ComponentView) DeepCopyInto(out *ComponentView)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*ComponentView) Descriptor 

func (*ComponentView) Descriptor() ([]byte, []int)

func (*ComponentView) Marshal 

func (m *ComponentView) Marshal() (dAtA []byte, err error)

func (*ComponentView) MarshalTo 

func (m *ComponentView) MarshalTo(dAtA []byte) (int, error)

func (*ComponentView) MarshalToSizedBuffer 

func (m *ComponentView) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*ComponentView) ProtoMessage 

func (*ComponentView) ProtoMessage()

func (*ComponentView) Reset 

func (m *ComponentView) Reset()

func (*ComponentView) Size 

func (m *ComponentView) Size() (n int)

func (*ComponentView) String 

func (this *ComponentView) String() string

func (*ComponentView) Unmarshal 

func (m *ComponentView) Unmarshal(dAtA []byte) error

func (*ComponentView) XXX_DiscardUnknown 

func (m *ComponentView) XXX_DiscardUnknown()

func (*ComponentView) XXX_Marshal 

func (m *ComponentView) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*ComponentView) XXX_Merge 

func (m *ComponentView) XXX_Merge(src proto.Message)

func (*ComponentView) XXX_Size 

func (m *ComponentView) XXX_Size() int

func (*ComponentView) XXX_Unmarshal 

func (m *ComponentView) XXX_Unmarshal(b []byte) error

type Correlation 

type Correlation struct {
	// The first feature name
	Feature1 string `json:"feature1" protobuf:"bytes,1,opt,name=feature1"`
	// The second feature name
	Feature2 string `json:"feature2" protobuf:"bytes,2,opt,name=feature2"`
	// The correlation value
	Value float64 `json:"value,omitempty" protobuf:"bytes,3,opt,name=value"`
	// How the value was calculated
	Method string `json:"method,omitempty" protobuf:"bytes,4,opt,name=method"`
}

Correlation records the correlation between two features in a Dataset

func (*Correlation) DeepCopy 

func (in *Correlation) DeepCopy() *Correlation

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new Correlation.

func (*Correlation) DeepCopyInto 

func (in *Correlation) DeepCopyInto(out *Correlation)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*Correlation) Descriptor 

func (*Correlation) Descriptor() ([]byte, []int)

func (*Correlation) Marshal 

func (m *Correlation) Marshal() (dAtA []byte, err error)

func (*Correlation) MarshalTo 

func (m *Correlation) MarshalTo(dAtA []byte) (int, error)

func (*Correlation) MarshalToSizedBuffer 

func (m *Correlation) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*Correlation) ProtoMessage 

func (*Correlation) ProtoMessage()

func (*Correlation) Reset 

func (m *Correlation) Reset()

func (*Correlation) Size 

func (m *Correlation) Size() (n int)

func (*Correlation) String 

func (this *Correlation) String() string

func (*Correlation) Unmarshal 

func (m *Correlation) Unmarshal(dAtA []byte) error

func (*Correlation) XXX_DiscardUnknown 

func (m *Correlation) XXX_DiscardUnknown()

func (*Correlation) XXX_Marshal 

func (m *Correlation) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*Correlation) XXX_Merge 

func (m *Correlation) XXX_Merge(src proto.Message)

func (*Correlation) XXX_Size 

func (m *Correlation) XXX_Size() int

func (*Correlation) XXX_Unmarshal 

func (m *Correlation) XXX_Unmarshal(b []byte) error

type CorrelationSpec 

type CorrelationSpec struct {
	// The minimum value of a computed correlation to be stored as a result
	// +kubebuilder:default:=50
	// +kubebuilder:validation:Optional
	Cutoff *float64 `json:"cutoff,omitempty" protobuf:"bytes,1,opt,name=cutoff"`
	// The method to be used when computing correlations
	// +kubebuilder:default:="pearson"
	// +kubebuilder:validation:Optional
	Method *string `json:"method,omitempty" protobuf:"bytes,2,opt,name=method"`
	// The number of top correlations to be included in the correlation results
	// +kubebuilder:default:=10
	// +kubebuilder:validation:Optional
	Top *int32 `json:"top,omitempty" protobuf:"varint,3,opt,name=top"`
}

CorrelationSpec specifies how the correlations between features in a Dataset should be computed

func (*CorrelationSpec) DeepCopy 

func (in *CorrelationSpec) DeepCopy() *CorrelationSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new CorrelationSpec.

func (*CorrelationSpec) DeepCopyInto 

func (in *CorrelationSpec) DeepCopyInto(out *CorrelationSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*CorrelationSpec) Descriptor 

func (*CorrelationSpec) Descriptor() ([]byte, []int)

func (*CorrelationSpec) Marshal 

func (m *CorrelationSpec) Marshal() (dAtA []byte, err error)

func (*CorrelationSpec) MarshalTo 

func (m *CorrelationSpec) MarshalTo(dAtA []byte) (int, error)

func (*CorrelationSpec) MarshalToSizedBuffer 

func (m *CorrelationSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*CorrelationSpec) ProtoMessage 

func (*CorrelationSpec) ProtoMessage()

func (*CorrelationSpec) Reset 

func (m *CorrelationSpec) Reset()

func (*CorrelationSpec) Size 

func (m *CorrelationSpec) Size() (n int)

func (*CorrelationSpec) String 

func (this *CorrelationSpec) String() string

func (*CorrelationSpec) Unmarshal 

func (m *CorrelationSpec) Unmarshal(dAtA []byte) error

func (*CorrelationSpec) XXX_DiscardUnknown 

func (m *CorrelationSpec) XXX_DiscardUnknown()

func (*CorrelationSpec) XXX_Marshal 

func (m *CorrelationSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*CorrelationSpec) XXX_Merge 

func (m *CorrelationSpec) XXX_Merge(src proto.Message)

func (*CorrelationSpec) XXX_Size 

func (m *CorrelationSpec) XXX_Size() int

func (*CorrelationSpec) XXX_Unmarshal 

func (m *CorrelationSpec) XXX_Unmarshal(b []byte) error

type CsvFileSpec 

type CsvFileSpec struct {
	// The character used to separate fields (by default, a comma)
	// +kubebuilder:default:="comma"
	// +kubebuilder:validation:Optional
	ColumnDelimiter *Delimiter `json:"columnDelimiter,omitempty" protobuf:"bytes,1,opt,name=columnDelimiter"`
	// The character used to signal the end of a row (by default, a newline \n)
	// +kubebuilder:default:="crlf"
	// +kubebuilder:validation:Optional
	RowDelimiter *Delimiter `json:"rowDelimiter,omitempty" protobuf:"bytes,2,opt,name=rowDelimiter"`
	// The charcter used for quotes (by default, a double quote ")
	// +kubebuilder:default:="double-quote"
	// +kubebuilder:validation:Optional
	QuoteChar QuoteChar `json:"quote,omitempty" protobuf:"bytes,3,opt,name=quote"`
	// The character used to escape the delimiter
	// +kubebuilder:default:="none"
	// +kubebuilder:validation:Optional
	EscapeChar EscapeChar `json:"escapeChar,omitempty" protobuf:"bytes,4,opt,name=escapeChar"`
	// The comment character used to split comments off the end of lines (by default, a hashtag #)
	// +kubebuilder:default:="#"
	// +kubebuilder:validation:Optional
	CommentChars *string `json:"commentChars,omitempty" protobuf:"bytes,5,opt,name=commentChars"`
	// Indicates if a header is present in the file
	// +kubebuilder:default:=true
	// +kubebuilder:validation:Optional
	Header *bool `json:"header,omitempty" protobuf:"varint,6,opt,name=header"`
	// The number of rows to skip from the top of the file
	// +kubebuilder:default:=0
	// +kubebuilder:validation:Minimum=0
	// +kubebuilder:validation:Optional
	SkipRows *int32 `json:"skipRows,omitempty" protobuf:"varint,7,opt,name=skipRows"`
	// NullValues is a sequence of values to replace with NA.
	// +kubebuilder:default:=""
	// +kubebuilder:validation:Optional
	NullValues *string `json:"nullValues,omitempty" protobuf:"bytes,8,opt,name=nullValues"`
	// The unicode encoding of the file (e.g. 'utf-8' for UTF-8 encoded text)
	// +kubebuilder:default:="utf-8"
	// +kubebuilder:validation:Optional
	Encoding *catalog.FileEncoding `json:"encoding,omitempty" protobuf:"bytes,9,opt,name=encoding"`
	// The maximum number of rows to read
	// +kubebuilder:validation:Minimum=0
	// +kubebuilder:validation:Optional
	MaxRows *int32 `json:"maxRows,omitempty" protobuf:"varint,10,opt,name=maxRows"`
	// Indicates if the read of the CSV file should fail if there are any errors
	// +kubebuilder:default:=true
	// +kubebuilder:validation:Optional
	Strict *bool `json:"strict,omitempty" protobuf:"varint,11,opt,name=strict"`
	// The compression type, if the file is compressed
	// +kubebuilder:default:="none"
	// +kubebuilder:validation:Optional
	Compression *string `json:"compression,omitempty" protobuf:"bytes,12,opt,name=compression"`
	// Indicates if the file contains an index column
	// +kubebuilder:default:=false
	// +kubebuilder:validation:Optional
	HasIndexColumn *bool `json:"hasIndexColumn,omitempty" protobuf:"varint,13,opt,name=hasIndexColumn"`
}

CsvFileSpec specifies the format of a CSV (comma-separated values) file

func (*CsvFileSpec) DeepCopy 

func (in *CsvFileSpec) DeepCopy() *CsvFileSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new CsvFileSpec.

func (*CsvFileSpec) DeepCopyInto 

func (in *CsvFileSpec) DeepCopyInto(out *CsvFileSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*CsvFileSpec) Descriptor 

func (*CsvFileSpec) Descriptor() ([]byte, []int)

func (*CsvFileSpec) Marshal 

func (m *CsvFileSpec) Marshal() (dAtA []byte, err error)

func (*CsvFileSpec) MarshalTo 

func (m *CsvFileSpec) MarshalTo(dAtA []byte) (int, error)

func (*CsvFileSpec) MarshalToSizedBuffer 

func (m *CsvFileSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*CsvFileSpec) ProtoMessage 

func (*CsvFileSpec) ProtoMessage()

func (*CsvFileSpec) Reset 

func (m *CsvFileSpec) Reset()

func (*CsvFileSpec) Size 

func (m *CsvFileSpec) Size() (n int)

func (*CsvFileSpec) String 

func (this *CsvFileSpec) String() string

func (*CsvFileSpec) Unmarshal 

func (m *CsvFileSpec) Unmarshal(dAtA []byte) error

func (*CsvFileSpec) XXX_DiscardUnknown 

func (m *CsvFileSpec) XXX_DiscardUnknown()

func (*CsvFileSpec) XXX_Marshal 

func (m *CsvFileSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*CsvFileSpec) XXX_Merge 

func (m *CsvFileSpec) XXX_Merge(src proto.Message)

func (*CsvFileSpec) XXX_Size 

func (m *CsvFileSpec) XXX_Size() int

func (*CsvFileSpec) XXX_Unmarshal 

func (m *CsvFileSpec) XXX_Unmarshal(b []byte) error

type DataInputSpec added in v0.4.649 

type DataInputSpec struct {
	// List of SQL statements to run before performing the prediction
	// +kubebuilder:validation:Optional
	PreSql []string `json:"preSQL,omitempty" protobuf:"bytes,1,opt,name=preSQL"`
	// The physical location of the observation file.
	// the location can point to a database.
	// +kubebuilder:validation:Optional
	Observation *DataLocation `json:"observation,omitempty" protobuf:"bytes,2,opt,name=observation"`
	// The file format of the dataset, if applicable
	// +kubebuilder:default:="csv"
	// +kubebuilder:validation:Optional
	Format *FlatFileType `json:"format,omitempty" protobuf:"bytes,3,opt,name=format"`
}

DataInputSpec specifies the format and location of an input dataset

func (*DataInputSpec) DeepCopy added in v0.4.649 

func (in *DataInputSpec) DeepCopy() *DataInputSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DataInputSpec.

func (*DataInputSpec) DeepCopyInto added in v0.4.649 

func (in *DataInputSpec) DeepCopyInto(out *DataInputSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*DataInputSpec) Descriptor added in v0.4.649 

func (*DataInputSpec) Descriptor() ([]byte, []int)

func (*DataInputSpec) Marshal added in v0.4.649 

func (m *DataInputSpec) Marshal() (dAtA []byte, err error)

func (*DataInputSpec) MarshalTo added in v0.4.649 

func (m *DataInputSpec) MarshalTo(dAtA []byte) (int, error)

func (*DataInputSpec) MarshalToSizedBuffer added in v0.4.649 

func (m *DataInputSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*DataInputSpec) ProtoMessage added in v0.4.649 

func (*DataInputSpec) ProtoMessage()

func (*DataInputSpec) Reset added in v0.4.649 

func (m *DataInputSpec) Reset()

func (*DataInputSpec) Size added in v0.4.649 

func (m *DataInputSpec) Size() (n int)

func (*DataInputSpec) String added in v0.4.649 

func (this *DataInputSpec) String() string

func (*DataInputSpec) Unmarshal added in v0.4.649 

func (m *DataInputSpec) Unmarshal(dAtA []byte) error

func (*DataInputSpec) XXX_DiscardUnknown added in v0.4.649 

func (m *DataInputSpec) XXX_DiscardUnknown()

func (*DataInputSpec) XXX_Marshal added in v0.4.649 

func (m *DataInputSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*DataInputSpec) XXX_Merge added in v0.4.649 

func (m *DataInputSpec) XXX_Merge(src proto.Message)

func (*DataInputSpec) XXX_Size added in v0.4.649 

func (m *DataInputSpec) XXX_Size() int

func (*DataInputSpec) XXX_Unmarshal added in v0.4.649 

func (m *DataInputSpec) XXX_Unmarshal(b []byte) error

type DataLocation 

type DataLocation struct {
	// The type of location where the data resides, which can either be an object inside an object storage system (i.e. Minio), a SQL location
	// like a table or a view, a data stream (i.e. Kafka, currently unsupported), or a web location (currently unsupported)
	// +kubebuilder:default:="object"
	// +kubebuilder:validation:Optional
	Type *DataLocationType `json:"type,omitempty" protobuf:"bytes,1,opt,name=type"`
	// In the case of the type of location being a database, ConnectionName specifies the name of the Connection resource
	// that exists in the same tenant as the resource specifying the DataLocation. Modela will attempt to connect
	// to the database using the credentials specified in the Connection, and will execute the query specified by the SQL field
	// +kubebuilder:default:=""
	// +kubebuilder:validation:Optional
	ConnectionName *string `json:"connectionName,omitempty" protobuf:"bytes,2,opt,name=connectionName"`
	// In the case of the location type being an object storage system, BucketName is the name of the VirtualBucket resource
	// that exists in the same tenant as the resource specifying the DataLocation. Modela will connect to the external
	// object storage system, and will access the file from the path specified by the Path field
	// +kubebuilder:default:=""
	// +kubebuilder:validation:Optional
	BucketName *string `json:"bucketName,omitempty" protobuf:"bytes,3,opt,name=bucketName"`
	// The path to a flat-file inside an object storage system. When using the Modela API to upload files (through the
	// FileService API), Modela will upload the data to a predetermined path based on the Tenant, DataProduct,
	// DataProductVersion, and resource type of the resource in relation to the file being uploaded.
	// The path does not need to adhere to this format; you can give the path to a file inside a bucket not managed by Modela
	// +kubebuilder:default:=""
	// +kubebuilder:validation:Optional
	Path *string `json:"path,omitempty" protobuf:"bytes,4,opt,name=path"`
	// The name of a table inside a database, if applicable
	// +kubebuilder:default:=""
	// +kubebuilder:validation:Optional
	Table *string `json:"table,omitempty" protobuf:"bytes,5,opt,name=table"`
	// The name of a database inside the database system specified by the ConnectionName field
	// +kubebuilder:default:=""
	// +kubebuilder:validation:Optional
	Database *string `json:"database,omitempty" protobuf:"bytes,6,opt,name=database"`
	// The SQL statement which will be executed to query data from the table specified by Table
	// +kubebuilder:default:=""
	// +kubebuilder:validation:Optional
	Sql *string `json:"sql,omitempty" protobuf:"bytes,7,opt,name=sql"`
	// The name of the streaming topic (currently unsupported)
	// +kubebuilder:default:=""
	// +kubebuilder:validation:Optional
	Topic *string `json:"topic,omitempty" protobuf:"bytes,8,opt,name=topic"`
	// In the case of the location type being WebApi, URL specifies the external location (HTTP or Git) that will be queried
	// and then stored as flat-file by the resource which specifies the DataLocation
	// +kubebuilder:default:=""
	// +kubebuilder:validation:Optional
	URL *string `json:"url,omitempty" protobuf:"bytes,9,opt,name=url"`
	// In the case of the location type being Dataset or PublicDataset, ResourceRef references another resource that
	// containing data that will be used as a data source
	// +kubebuilder:validation:Optional
	ResourceRef *v1.ObjectReference `json:"resourceRef,omitempty" protobuf:"bytes,10,opt,name=resourceRef"`
}

DataLocation describes the external location of data that will be accessed by Modela, and additional information on how to query the data if the location is a non flat-file source.

func (*DataLocation) DeepCopy 

func (in *DataLocation) DeepCopy() *DataLocation

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DataLocation.

func (*DataLocation) DeepCopyInto 

func (in *DataLocation) DeepCopyInto(out *DataLocation)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*DataLocation) Descriptor 

func (*DataLocation) Descriptor() ([]byte, []int)

func (*DataLocation) Marshal 

func (m *DataLocation) Marshal() (dAtA []byte, err error)

func (*DataLocation) MarshalTo 

func (m *DataLocation) MarshalTo(dAtA []byte) (int, error)

func (*DataLocation) MarshalToSizedBuffer 

func (m *DataLocation) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*DataLocation) ProtoMessage 

func (*DataLocation) ProtoMessage()

func (*DataLocation) Reset 

func (m *DataLocation) Reset()

func (*DataLocation) Size 

func (m *DataLocation) Size() (n int)

func (*DataLocation) String 

func (this *DataLocation) String() string

func (*DataLocation) Unmarshal 

func (m *DataLocation) Unmarshal(dAtA []byte) error

func (DataLocation) Validate added in v0.5.515 

func (loc DataLocation) Validate(field string) ([]metav1.StatusCause, bool)

func (*DataLocation) XXX_DiscardUnknown 

func (m *DataLocation) XXX_DiscardUnknown()

func (*DataLocation) XXX_Marshal 

func (m *DataLocation) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*DataLocation) XXX_Merge 

func (m *DataLocation) XXX_Merge(src proto.Message)

func (*DataLocation) XXX_Size 

func (m *DataLocation) XXX_Size() int

func (*DataLocation) XXX_Unmarshal 

func (m *DataLocation) XXX_Unmarshal(b []byte) error

type DataLocationType 

type DataLocationType string

+kubebuilder:validation:Enum="object";"table";"view";"stream";"web";"public-dataset";"dataset" 

const (
	DataLocationObjectStorage DataLocationType = "object"
	DataLocationSQLTable      DataLocationType = "table"
	DataLocationSQLView       DataLocationType = "view"
	DataLocationStream        DataLocationType = "stream"
	DataLocationWebApi        DataLocationType = "web"
	DataLocationPublicDataset DataLocationType = "public-dataset" // The data reside in a public dataset
	DataLocationDataset       DataLocationType = "dataset"        // The data reside inside another dataset

)

type DataOutputSpec 

type DataOutputSpec struct {
	// DatasetName is the name of a new Dataset resource that will be created.
	// If empty, the system will save the dataset to a file
	// +kubebuilder:default:=""
	// +kubebuilder:validation:Optional
	DatasetName *string `json:"datasetName,omitempty" protobuf:"bytes,1,opt,name=datasetName"`
	// The location where the dataset will be stored
	// +kubebuilder:validation:Optional
	Location *DataLocation `json:"location,omitempty" protobuf:"bytes,2,opt,name=location"`
	// The format of the dataset, applicable if the output location is a flat-file
	// +kubebuilder:default:="csv"
	// +kubebuilder:validation:Optional
	Format *FlatFileType `json:"format,omitempty" protobuf:"bytes,3,opt,name=format"`
	// The update strategy for the dataset in the case that the output location already exists (i.e a database table)
	// UpsertUpdateStrategy will insert new records and update existing ones;
	// InsertUpdateStrategy will insert new records and not update existing ones;
	// UpdateUpdateStrategy will not insert new records and only update existing ones
	// +kubebuilder:default:="upsert"
	// +kubebuilder:validation:Optional
	Action *catalog.UpdateStrategy `json:"action,omitempty" protobuf:"bytes,4,opt,name=action"`
	// If true, the database table specified by Location will be created if it does not exist
	// +kubebuilder:validation:Optional
	CreateTableIfNotExist *bool `json:"createTableIfNotExist,omitempty" protobuf:"varint,5,opt,name=createTableIfNotExist"`
	// Indicates if the features (i.e. all the columns) of the input dataset, excluding the
	// feature which was predicted on, will be included in the output dataset
	// +kubebuilder:default:=true
	// +kubebuilder:validation:Optional
	IncludeFeatures *bool `json:"includeFeatures,omitempty" protobuf:"varint,6,opt,name=includeFeatures"`
	// If true, SHAP values for each predicted row will be included as JSON as an additional column of the dataset
	// +kubebuilder:default:=false
	// +kubebuilder:validation:Optional
	XAI *bool `json:"xai,omitempty" protobuf:"varint,7,opt,name=xai"`
	// If true, an additional column will be added to the dataset which
	// indicates if each predicted row was detected to be an outlier
	// +kubebuilder:default:=false
	// +kubebuilder:validation:Optional
	DetectOutliers *bool `json:"detectOutliers,omitempty" protobuf:"varint,8,opt,name=detectOutliers"`
	// List of SQL statements to run after the prediction was performed
	// +kubebuilder:validation:Optional
	PostSQL []string `json:"postSQL,omitempty" protobuf:"bytes,9,opt,name=postSQL"`
}

DataOutputSpec specifies the format, features, and output location of a transformed dataset

func (*DataOutputSpec) DeepCopy 

func (in *DataOutputSpec) DeepCopy() *DataOutputSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DataOutputSpec.

func (*DataOutputSpec) DeepCopyInto 

func (in *DataOutputSpec) DeepCopyInto(out *DataOutputSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*DataOutputSpec) Descriptor 

func (*DataOutputSpec) Descriptor() ([]byte, []int)

func (*DataOutputSpec) Marshal 

func (m *DataOutputSpec) Marshal() (dAtA []byte, err error)

func (*DataOutputSpec) MarshalTo 

func (m *DataOutputSpec) MarshalTo(dAtA []byte) (int, error)

func (*DataOutputSpec) MarshalToSizedBuffer 

func (m *DataOutputSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*DataOutputSpec) ProtoMessage 

func (*DataOutputSpec) ProtoMessage()

func (*DataOutputSpec) Reset 

func (m *DataOutputSpec) Reset()

func (*DataOutputSpec) Size 

func (m *DataOutputSpec) Size() (n int)

func (*DataOutputSpec) String 

func (this *DataOutputSpec) String() string

func (*DataOutputSpec) Unmarshal 

func (m *DataOutputSpec) Unmarshal(dAtA []byte) error

func (*DataOutputSpec) XXX_DiscardUnknown 

func (m *DataOutputSpec) XXX_DiscardUnknown()

func (*DataOutputSpec) XXX_Marshal 

func (m *DataOutputSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*DataOutputSpec) XXX_Merge 

func (m *DataOutputSpec) XXX_Merge(src proto.Message)

func (*DataOutputSpec) XXX_Size 

func (m *DataOutputSpec) XXX_Size() int

func (*DataOutputSpec) XXX_Unmarshal 

func (m *DataOutputSpec) XXX_Unmarshal(b []byte) error

type DataPipeline 

type DataPipeline struct {
	metav1.TypeMeta   `json:",inline"`
	metav1.ObjectMeta `json:"metadata" protobuf:"bytes,1,opt,name=metadata"`
	Spec              DataPipelineSpec `json:"spec" protobuf:"bytes,2,opt,name=spec"`
	//+optional
	Status DataPipelineStatus `json:"status,omitempty" protobuf:"bytes,3,opt,name=status"`
}

+kubebuilder:object:root=true +kubebuilder:resource:path=datapipelines,singular=datapipeline,shortName="dpl",categories={data,modela} +kubebuilder:subresource:status +kubebuilder:storageversion +kubebuilder:printcolumn:name="Ready",type="string",JSONPath=".status.conditions[?(@.type==\"Ready\")].status",description="" +kubebuilder:printcolumn:name="Description",type="string",JSONPath=".spec.description",description="" +kubebuilder:printcolumn:name="Schedule",type="string",JSONPath=".spec.schedule",description="" +kubebuilder:printcolumn:name="Last Run",type="date",JSONPath=".status.lastRun.at",description="" +kubebuilder:printcolumn:name="Age",type="date",JSONPath=".metadata.creationTimestamp",description="" DataPipeline represents the ETL flow from the data sources to a processed dataset, ready for training.

func (*DataPipeline) AddFinalizer 

func (wr *DataPipeline) AddFinalizer()

func (*DataPipeline) CreateOrUpdateCond 

func (wr *DataPipeline) CreateOrUpdateCond(cond metav1.Condition)

Merge or update condition

func (*DataPipeline) DeepCopy 

func (in *DataPipeline) DeepCopy() *DataPipeline

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DataPipeline.

func (*DataPipeline) DeepCopyInto 

func (in *DataPipeline) DeepCopyInto(out *DataPipeline)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*DataPipeline) DeepCopyObject 

func (in *DataPipeline) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

func (*DataPipeline) Default 

func (wr *DataPipeline) Default()

func (*DataPipeline) Descriptor 

func (*DataPipeline) Descriptor() ([]byte, []int)

func (DataPipeline) GetCond 

func (wr DataPipeline) GetCond(t string) metav1.Condition

func (DataPipeline) GetCondIdx 

func (wr DataPipeline) GetCondIdx(t string) int

func (DataPipeline) HasFinalizer 

func (wr DataPipeline) HasFinalizer() bool

func (DataPipeline) IsReady 

func (w DataPipeline) IsReady() bool

func (DataPipeline) ManifestURI added in v0.5.472 

func (wr DataPipeline) ManifestURI() string

func (*DataPipeline) MarkFailed 

func (in *DataPipeline) MarkFailed(err error)

func (*DataPipeline) MarkReady 

func (in *DataPipeline) MarkReady()

func (*DataPipeline) Marshal 

func (m *DataPipeline) Marshal() (dAtA []byte, err error)

func (*DataPipeline) MarshalTo 

func (m *DataPipeline) MarshalTo(dAtA []byte) (int, error)

func (*DataPipeline) MarshalToSizedBuffer 

func (m *DataPipeline) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*DataPipeline) ProtoMessage 

func (*DataPipeline) ProtoMessage()

func (*DataPipeline) RemoveFinalizer 

func (wr *DataPipeline) RemoveFinalizer()

func (*DataPipeline) Reset 

func (m *DataPipeline) Reset()

func (DataPipeline) RootURI added in v0.5.472 

func (wr DataPipeline) RootURI() string

func (*DataPipeline) SetupWebhookWithManager 

func (wr *DataPipeline) SetupWebhookWithManager(mgr ctrl.Manager) error

func (*DataPipeline) Size 

func (m *DataPipeline) Size() (n int)

func (*DataPipeline) String 

func (this *DataPipeline) String() string

func (*DataPipeline) Unmarshal 

func (m *DataPipeline) Unmarshal(dAtA []byte) error

func (DataPipeline) ValidateCreate 

func (wr DataPipeline) ValidateCreate() error

ValidateCreate implements webhook.Validator so a webhook will be registered for the type

func (DataPipeline) ValidateDelete 

func (wr DataPipeline) ValidateDelete() error

func (DataPipeline) ValidateUpdate 

func (wr DataPipeline) ValidateUpdate(old runtime.Object) error

ValidateUpdate implements webhook.Validator so a webhook will be registered for the type

func (*DataPipeline) XXX_DiscardUnknown 

func (m *DataPipeline) XXX_DiscardUnknown()

func (*DataPipeline) XXX_Marshal 

func (m *DataPipeline) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*DataPipeline) XXX_Merge 

func (m *DataPipeline) XXX_Merge(src proto.Message)

func (*DataPipeline) XXX_Size 

func (m *DataPipeline) XXX_Size() int

func (*DataPipeline) XXX_Unmarshal 

func (m *DataPipeline) XXX_Unmarshal(b []byte) error

type DataPipelineConditionType 

type DataPipelineConditionType string

Condition of the data pipeline

type DataPipelineList 

type DataPipelineList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata,omitempty" protobuf:"bytes,1,opt,name=metadata"`
	Items           []DataPipeline `json:"items" protobuf:"bytes,2,rep,name=items"`
}

+kubebuilder:object:root=true DataPipelineList contain the list of DataPipeline

func (*DataPipelineList) DeepCopy 

func (in *DataPipelineList) DeepCopy() *DataPipelineList

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DataPipelineList.

func (*DataPipelineList) DeepCopyInto 

func (in *DataPipelineList) DeepCopyInto(out *DataPipelineList)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*DataPipelineList) DeepCopyObject 

func (in *DataPipelineList) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

func (*DataPipelineList) Descriptor 

func (*DataPipelineList) Descriptor() ([]byte, []int)

func (*DataPipelineList) Marshal 

func (m *DataPipelineList) Marshal() (dAtA []byte, err error)

func (*DataPipelineList) MarshalTo 

func (m *DataPipelineList) MarshalTo(dAtA []byte) (int, error)

func (*DataPipelineList) MarshalToSizedBuffer 

func (m *DataPipelineList) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*DataPipelineList) ProtoMessage 

func (*DataPipelineList) ProtoMessage()

func (*DataPipelineList) Reset 

func (m *DataPipelineList) Reset()

func (*DataPipelineList) Size 

func (m *DataPipelineList) Size() (n int)

func (*DataPipelineList) String 

func (this *DataPipelineList) String() string

func (*DataPipelineList) Unmarshal 

func (m *DataPipelineList) Unmarshal(dAtA []byte) error

func (*DataPipelineList) XXX_DiscardUnknown 

func (m *DataPipelineList) XXX_DiscardUnknown()

func (*DataPipelineList) XXX_Marshal 

func (m *DataPipelineList) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*DataPipelineList) XXX_Merge 

func (m *DataPipelineList) XXX_Merge(src proto.Message)

func (*DataPipelineList) XXX_Size 

func (m *DataPipelineList) XXX_Size() int

func (*DataPipelineList) XXX_Unmarshal 

func (m *DataPipelineList) XXX_Unmarshal(b []byte) error

type DataPipelineRun 

type DataPipelineRun struct {
	metav1.TypeMeta   `json:",inline"`
	metav1.ObjectMeta `json:"metadata" protobuf:"bytes,1,opt,name=metadata"`
	Spec              DataPipelineRunSpec `json:"spec" protobuf:"bytes,2,opt,name=spec"`
	//+optional
	Status DataPipelineRunStatus `json:"status,omitempty" protobuf:"bytes,3,opt,name=status"`
}

+kubebuilder:object:root=true +kubebuilder:resource:path=datapipelineruns,singular=datapipelinerun,shortName="dpr",categories={data,modela,all} +kubebuilder:subresource:status +kubebuilder:storageversion +kubebuilder:printcolumn:name="Status",type="string",JSONPath=".status.phase" +kubebuilder:printcolumn:name="Progress",type="string",JSONPath=".status.progress",priority=1 +kubebuilder:printcolumn:name="Pipeline",type="string",JSONPath=".spec.datapipelineName" +kubebuilder:printcolumn:name="StartedAt",type="date",JSONPath=".status.startTime",priority=1 +kubebuilder:printcolumn:name="CompletedAt",type="date",JSONPath=".status.completionTime",priority=1 +kubebuilder:printcolumn:name="Failure",type="string",JSONPath=".metadata.failureMessage" +kubebuilder:printcolumn:name="Age",type="date",JSONPath=".metadata.creationTimestamp" DataPipelineRun represent one execution of the data pipeline

func (DataPipelineRun) Aborted 

func (in DataPipelineRun) Aborted() bool

func (*DataPipelineRun) AddFinalizer 

func (run *DataPipelineRun) AddFinalizer()

func (DataPipelineRun) CompletionAlert added in v0.4.601 

func (run DataPipelineRun) CompletionAlert(tenantRef *v1.ObjectReference, notifierName *string) *infra.Alert

Generate a dataset completion alert

func (*DataPipelineRun) CreateOrUpdateCond 

func (run *DataPipelineRun) CreateOrUpdateCond(cond metav1.Condition)

Merge or update condition

func (*DataPipelineRun) DeepCopy 

func (in *DataPipelineRun) DeepCopy() *DataPipelineRun

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DataPipelineRun.

func (*DataPipelineRun) DeepCopyInto 

func (in *DataPipelineRun) DeepCopyInto(out *DataPipelineRun)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*DataPipelineRun) DeepCopyObject 

func (in *DataPipelineRun) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

func (*DataPipelineRun) Default 

func (run *DataPipelineRun) Default()

func (*DataPipelineRun) Descriptor 

func (*DataPipelineRun) Descriptor() ([]byte, []int)

func (DataPipelineRun) ErrorAlert added in v0.4.601 

func (run DataPipelineRun) ErrorAlert(tenantRef *v1.ObjectReference, notifierName *string, err error) *infra.Alert

func (DataPipelineRun) GetCond 

func (run DataPipelineRun) GetCond(t string) metav1.Condition

func (DataPipelineRun) GetCondIdx 

func (run DataPipelineRun) GetCondIdx(t string) int

func (DataPipelineRun) HasFinalizer 

func (run DataPipelineRun) HasFinalizer() bool

func (DataPipelineRun) IsCompleted 

func (in DataPipelineRun) IsCompleted() bool

func (DataPipelineRun) IsFailed 

func (in DataPipelineRun) IsFailed() bool

func (DataPipelineRun) IsReady 

func (w DataPipelineRun) IsReady() bool

func (DataPipelineRun) IsRunning 

func (in DataPipelineRun) IsRunning() bool

func (DataPipelineRun) IsSaved 

func (w DataPipelineRun) IsSaved() bool

func (DataPipelineRun) ManifestURI added in v0.5.472 

func (run DataPipelineRun) ManifestURI() string

func (*DataPipelineRun) MarkAborted added in v0.4.607 

func (in *DataPipelineRun) MarkAborted(err error)

func (*DataPipelineRun) MarkComplete 

func (in *DataPipelineRun) MarkComplete()

func (*DataPipelineRun) MarkFailed 

func (in *DataPipelineRun) MarkFailed(err error)

func (*DataPipelineRun) MarkRunning 

func (r *DataPipelineRun) MarkRunning()

func (*DataPipelineRun) Marshal 

func (m *DataPipelineRun) Marshal() (dAtA []byte, err error)

func (*DataPipelineRun) MarshalTo 

func (m *DataPipelineRun) MarshalTo(dAtA []byte) (int, error)

func (*DataPipelineRun) MarshalToSizedBuffer 

func (m *DataPipelineRun) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (DataPipelineRun) Paused 

func (in DataPipelineRun) Paused() bool

func (*DataPipelineRun) ProtoMessage 

func (*DataPipelineRun) ProtoMessage()

func (*DataPipelineRun) RemoveFinalizer 

func (run *DataPipelineRun) RemoveFinalizer()

func (*DataPipelineRun) Reset 

func (m *DataPipelineRun) Reset()

func (DataPipelineRun) RootURI added in v0.5.472 

func (run DataPipelineRun) RootURI() string

func (DataPipelineRun) RunStatus added in v0.4.614 

func (run DataPipelineRun) RunStatus() *catalog.LastRunStatus

Return the state of the run as RunStatus

func (*DataPipelineRun) SetupWebhookWithManager 

func (wr *DataPipelineRun) SetupWebhookWithManager(mgr ctrl.Manager) error

func (*DataPipelineRun) Size 

func (m *DataPipelineRun) Size() (n int)

func (DataPipelineRun) StatusString 

func (run DataPipelineRun) StatusString() string

func (*DataPipelineRun) String 

func (this *DataPipelineRun) String() string

func (*DataPipelineRun) Unmarshal 

func (m *DataPipelineRun) Unmarshal(dAtA []byte) error

func (DataPipelineRun) ValidateCreate 

func (run DataPipelineRun) ValidateCreate() error

ValidateCreate implements webhook.Validator so a webhook will be registered for the type

func (DataPipelineRun) ValidateDelete 

func (run DataPipelineRun) ValidateDelete() error

func (DataPipelineRun) ValidateUpdate 

func (run DataPipelineRun) ValidateUpdate(old runtime.Object) error

ValidateUpdate implements webhook.Validator so a webhook will be registered for the type

func (*DataPipelineRun) XXX_DiscardUnknown 

func (m *DataPipelineRun) XXX_DiscardUnknown()

func (*DataPipelineRun) XXX_Marshal 

func (m *DataPipelineRun) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*DataPipelineRun) XXX_Merge 

func (m *DataPipelineRun) XXX_Merge(src proto.Message)

func (*DataPipelineRun) XXX_Size 

func (m *DataPipelineRun) XXX_Size() int

func (*DataPipelineRun) XXX_Unmarshal 

func (m *DataPipelineRun) XXX_Unmarshal(b []byte) error

type DataPipelineRunCondition 

type DataPipelineRunCondition struct {
	// Type of account condition.
	Type DataPipelineRunConditionType `json:"type" protobuf:"bytes,1,opt,name=type,casttype=DataPipelineRunConditionType"`
	// Status of the condition, one of True, False, Unknown.
	Status v1.ConditionStatus `json:"status" protobuf:"bytes,2,opt,name=status,casttype=k8s.io/api/core/v1.ConditionStatus"`
	// Last time the condition transitioned from one status to another.
	LastTransitionTime *metav1.Time `json:"lastTransitionTime,omitempty" protobuf:"bytes,4,opt,name=lastTransitionTime"`
	// The reason for the condition's last transition.
	Reason string `json:"reason,omitempty" protobuf:"bytes,5,opt,name=reason"`
	// A human readable message indicating details about the transition.
	Message string `json:"message,omitempty" protobuf:"bytes,6,opt,name=message"`
}

DataPipelineRunCondition describes the state of a data processor run at a certain point.

func (*DataPipelineRunCondition) DeepCopy 

func (in *DataPipelineRunCondition) DeepCopy() *DataPipelineRunCondition

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DataPipelineRunCondition.

func (*DataPipelineRunCondition) DeepCopyInto 

func (in *DataPipelineRunCondition) DeepCopyInto(out *DataPipelineRunCondition)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*DataPipelineRunCondition) Descriptor 

func (*DataPipelineRunCondition) Descriptor() ([]byte, []int)

func (*DataPipelineRunCondition) Marshal 

func (m *DataPipelineRunCondition) Marshal() (dAtA []byte, err error)

func (*DataPipelineRunCondition) MarshalTo 

func (m *DataPipelineRunCondition) MarshalTo(dAtA []byte) (int, error)

func (*DataPipelineRunCondition) MarshalToSizedBuffer 

func (m *DataPipelineRunCondition) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*DataPipelineRunCondition) ProtoMessage 

func (*DataPipelineRunCondition) ProtoMessage()

func (*DataPipelineRunCondition) Reset 

func (m *DataPipelineRunCondition) Reset()

func (*DataPipelineRunCondition) Size 

func (m *DataPipelineRunCondition) Size() (n int)

func (*DataPipelineRunCondition) String 

func (this *DataPipelineRunCondition) String() string

func (*DataPipelineRunCondition) Unmarshal 

func (m *DataPipelineRunCondition) Unmarshal(dAtA []byte) error

func (*DataPipelineRunCondition) XXX_DiscardUnknown 

func (m *DataPipelineRunCondition) XXX_DiscardUnknown()

func (*DataPipelineRunCondition) XXX_Marshal 

func (m *DataPipelineRunCondition) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*DataPipelineRunCondition) XXX_Merge 

func (m *DataPipelineRunCondition) XXX_Merge(src proto.Message)

func (*DataPipelineRunCondition) XXX_Size 

func (m *DataPipelineRunCondition) XXX_Size() int

func (*DataPipelineRunCondition) XXX_Unmarshal 

func (m *DataPipelineRunCondition) XXX_Unmarshal(b []byte) error

type DataPipelineRunConditionType 

type DataPipelineRunConditionType string

Condition on the dataset

type DataPipelineRunList 

type DataPipelineRunList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata,omitempty" protobuf:"bytes,1,opt,name=metadata"`
	Items           []DataPipelineRun `json:"items" protobuf:"bytes,2,rep,name=items"`
}

+kubebuilder:object:root=true DataPipelineRunList contains a list of DataPipelineRun

func (*DataPipelineRunList) DeepCopy 

func (in *DataPipelineRunList) DeepCopy() *DataPipelineRunList

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DataPipelineRunList.

func (*DataPipelineRunList) DeepCopyInto 

func (in *DataPipelineRunList) DeepCopyInto(out *DataPipelineRunList)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*DataPipelineRunList) DeepCopyObject 

func (in *DataPipelineRunList) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

func (*DataPipelineRunList) Descriptor 

func (*DataPipelineRunList) Descriptor() ([]byte, []int)

func (*DataPipelineRunList) Marshal 

func (m *DataPipelineRunList) Marshal() (dAtA []byte, err error)

func (*DataPipelineRunList) MarshalTo 

func (m *DataPipelineRunList) MarshalTo(dAtA []byte) (int, error)

func (*DataPipelineRunList) MarshalToSizedBuffer 

func (m *DataPipelineRunList) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*DataPipelineRunList) ProtoMessage 

func (*DataPipelineRunList) ProtoMessage()

func (*DataPipelineRunList) Reset 

func (m *DataPipelineRunList) Reset()

func (*DataPipelineRunList) Size 

func (m *DataPipelineRunList) Size() (n int)

func (*DataPipelineRunList) String 

func (this *DataPipelineRunList) String() string

func (*DataPipelineRunList) Unmarshal 

func (m *DataPipelineRunList) Unmarshal(dAtA []byte) error

func (*DataPipelineRunList) XXX_DiscardUnknown 

func (m *DataPipelineRunList) XXX_DiscardUnknown()

func (*DataPipelineRunList) XXX_Marshal 

func (m *DataPipelineRunList) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*DataPipelineRunList) XXX_Merge 

func (m *DataPipelineRunList) XXX_Merge(src proto.Message)

func (*DataPipelineRunList) XXX_Size 

func (m *DataPipelineRunList) XXX_Size() int

func (*DataPipelineRunList) XXX_Unmarshal 

func (m *DataPipelineRunList) XXX_Unmarshal(b []byte) error

type DataPipelineRunPhase 

type DataPipelineRunPhase string
const (
	DataPipelineRunPhasePending   DataPipelineRunPhase = "Pending"
	DataPipelineRunPhaseRunning   DataPipelineRunPhase = "Running"
	DataPipelineRunPhaseCompleted DataPipelineRunPhase = "Completed"
	DataPipelineRunPhaseFailed    DataPipelineRunPhase = "Failed"
	DataPipelineRunPhaseAborted   DataPipelineRunPhase = "Aborted"
	DataPipelineRunPhasePaused    DataPipelineRunPhase = "Paused"
)

type DataPipelineRunSpec 

type DataPipelineRunSpec struct {
	// The data product version of the run
	// +kubebuilder:default:=""
	// +kubebuilder:validation:Optional
	VersionName *string `json:"versionName,omitempty" protobuf:"bytes,1,opt,name=versionName"`
	// The data product
	// +kubebuilder:default:=""
	// +kubebuilder:validation:Optional
	DataPipelineName *string `json:"datapipelineName,omitempty" protobuf:"bytes,2,opt,name=datapipelineName"`
	// The owner of the run, set to the owner of the pipeline
	// +kubebuilder:default:="no-one"
	// +kubebuilder:validation:Pattern="[a-z0-9]([-a-z0-9]*[a-z0-9])?(\\.[a-z0-9]([-a-z0-9]*[a-z0-9])?)*"
	// +kubebuilder:validation:Optional
	Owner *string `json:"owner,omitempty" protobuf:"bytes,4,opt,name=owner"`
	// Specify the resources for the data pipeline run
	// +kubebuilder:validation:Optional
	Resources catalog.ResourceSpec `json:"resources,omitempty" protobuf:"bytes,5,opt,name=resources"`
	// The priority of this data pipeline. The default is medium.
	// +kubebuilder:default:=medium
	// +kubebuilder:validation:Optional
	Priority *catalog.PriorityLevel `json:"priority,omitempty" protobuf:"bytes,6,opt,name=priority"`
	// Set to true to pause the pipeline run
	// +kubebuilder:default:=false
	// +kubebuilder:validation:Optional
	Paused *bool `json:"paused,omitempty" protobuf:"varint,7,opt,name=paused"`
	// Set to true to abort the  pipeline run
	// +kubebuilder:default:=false
	// +kubebuilder:validation:Optional
	Aborted *bool `json:"aborted,omitempty" protobuf:"varint,8,opt,name=aborted"`
	// The Lab where the data pipeline run.
	// +kubebuilder:validation:Optional
	LabRef v1.ObjectReference `json:"labRef,omitempty" protobuf:"bytes,9,opt,name=labRef"`
	// The model class for this data pipeline run if the dataset was created by a model class
	// +kubebuilder:validation:Optional
	ModelClassName *string `json:"modelClassName,omitempty" protobuf:"bytes,10,opt,name=modelClassName"`
	// If this report was created by a data pipeline run, this is the run name
	// +kubebuilder:validation:Optional
	ModelClassRunName *string `json:"modelClassRunName,omitempty" protobuf:"bytes,11,opt,name=modelClassRunName"`
}

DataPipelineRunSpec defines the desired state of a schema

func (*DataPipelineRunSpec) DeepCopy 

func (in *DataPipelineRunSpec) DeepCopy() *DataPipelineRunSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DataPipelineRunSpec.

func (*DataPipelineRunSpec) DeepCopyInto 

func (in *DataPipelineRunSpec) DeepCopyInto(out *DataPipelineRunSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*DataPipelineRunSpec) Descriptor 

func (*DataPipelineRunSpec) Descriptor() ([]byte, []int)

func (*DataPipelineRunSpec) Marshal 

func (m *DataPipelineRunSpec) Marshal() (dAtA []byte, err error)

func (*DataPipelineRunSpec) MarshalTo 

func (m *DataPipelineRunSpec) MarshalTo(dAtA []byte) (int, error)

func (*DataPipelineRunSpec) MarshalToSizedBuffer 

func (m *DataPipelineRunSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*DataPipelineRunSpec) ProtoMessage 

func (*DataPipelineRunSpec) ProtoMessage()

func (*DataPipelineRunSpec) Reset 

func (m *DataPipelineRunSpec) Reset()

func (*DataPipelineRunSpec) Size 

func (m *DataPipelineRunSpec) Size() (n int)

func (*DataPipelineRunSpec) String 

func (this *DataPipelineRunSpec) String() string

func (*DataPipelineRunSpec) Unmarshal 

func (m *DataPipelineRunSpec) Unmarshal(dAtA []byte) error

func (*DataPipelineRunSpec) XXX_DiscardUnknown 

func (m *DataPipelineRunSpec) XXX_DiscardUnknown()

func (*DataPipelineRunSpec) XXX_Marshal 

func (m *DataPipelineRunSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*DataPipelineRunSpec) XXX_Merge 

func (m *DataPipelineRunSpec) XXX_Merge(src proto.Message)

func (*DataPipelineRunSpec) XXX_Size 

func (m *DataPipelineRunSpec) XXX_Size() int

func (*DataPipelineRunSpec) XXX_Unmarshal 

func (m *DataPipelineRunSpec) XXX_Unmarshal(b []byte) error

type DataPipelineRunStatus 

type DataPipelineRunStatus struct {
	// RecipeRuns is the names of the recipe runs that occur during running of the pipeline.
	//+kubebuilder:validation:Optional
	RecipeRuns []string `json:"recipeRuns" protobuf:"bytes,1,rep,name=recipeRuns"`
	// the resulting dataset from the flow
	//+kubebuilder:validation:Optional
	Output DataLocation `json:"output" protobuf:"bytes,2,opt,name=output"`
	// the phase of the run
	// +kubebuilder:default:="Pending"
	//+kubebuilder:validation:Optional
	Phase DataPipelineRunPhase `json:"phase" protobuf:"bytes,3,opt,name=phase"`
	// CompletedAt is the end time of the pipeline
	// +kubebuilder:validation:Optional
	CompletedAt *metav1.Time `json:"completedAt,omitempty" protobuf:"bytes,5,opt,name=completedAt"`
	//ObservedGeneration is the Last generation that was acted on
	//+kubebuilder:validation:Optional
	ObservedGeneration int64 `json:"observedGeneration,omitempty" protobuf:"varint,6,opt,name=observedGeneration"`

	// UpdateUpdateStrategy in case of terminal failure
	// Borrowed from cluster api controller
	FailureReason *catalog.StatusError `json:"failureReason,omitempty" protobuf:"bytes,7,opt,name=failureReason"`

	// UpdateUpdateStrategy in case of terminal failure message
	FailureMessage *string `json:"failureMessage,omitempty" protobuf:"bytes,8,opt,name=failureMessage"`

	// Pipeline progress Progress in percent, the progress takes into account the different stages of the pipeline
	// +kubebuilder:validation:Optional
	Progress *int32 `json:"progress" protobuf:"varint,9,opt,name=progress"`
	// Holds the location of log paths
	//+kubebuilder:validation:Optional
	Logs catalog.Logs `json:"logs,,omitempty" protobuf:"bytes,10,opt,name=logs"`

	// Last time the object was updated
	//+kubebuilder:validation:Optional
	UpdatedAt *metav1.Time `json:"updatedAt,omitempty" protobuf:"bytes,11,opt,name=updatedAt"`

	// +patchMergeKey=type
	// +patchStrategy=merge
	// +kubebuilder:validation:Optional
	Conditions []metav1.Condition `json:"conditions,omitempty" patchStrategy:"merge" patchMergeKey:"type" protobuf:"bytes,12,rep,name=conditions"`
}

DataPipelineRunStatus defines the observed state of DataPipelineRun

func (*DataPipelineRunStatus) DeepCopy 

func (in *DataPipelineRunStatus) DeepCopy() *DataPipelineRunStatus

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DataPipelineRunStatus.

func (*DataPipelineRunStatus) DeepCopyInto 

func (in *DataPipelineRunStatus) DeepCopyInto(out *DataPipelineRunStatus)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*DataPipelineRunStatus) Descriptor 

func (*DataPipelineRunStatus) Descriptor() ([]byte, []int)

func (*DataPipelineRunStatus) Marshal 

func (m *DataPipelineRunStatus) Marshal() (dAtA []byte, err error)

func (*DataPipelineRunStatus) MarshalTo 

func (m *DataPipelineRunStatus) MarshalTo(dAtA []byte) (int, error)

func (*DataPipelineRunStatus) MarshalToSizedBuffer 

func (m *DataPipelineRunStatus) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*DataPipelineRunStatus) ProtoMessage 

func (*DataPipelineRunStatus) ProtoMessage()

func (*DataPipelineRunStatus) Reset 

func (m *DataPipelineRunStatus) Reset()

func (*DataPipelineRunStatus) Size 

func (m *DataPipelineRunStatus) Size() (n int)

func (*DataPipelineRunStatus) String 

func (this *DataPipelineRunStatus) String() string

func (*DataPipelineRunStatus) Unmarshal 

func (m *DataPipelineRunStatus) Unmarshal(dAtA []byte) error

func (*DataPipelineRunStatus) XXX_DiscardUnknown 

func (m *DataPipelineRunStatus) XXX_DiscardUnknown()

func (*DataPipelineRunStatus) XXX_Marshal 

func (m *DataPipelineRunStatus) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*DataPipelineRunStatus) XXX_Merge 

func (m *DataPipelineRunStatus) XXX_Merge(src proto.Message)

func (*DataPipelineRunStatus) XXX_Size 

func (m *DataPipelineRunStatus) XXX_Size() int

func (*DataPipelineRunStatus) XXX_Unmarshal 

func (m *DataPipelineRunStatus) XXX_Unmarshal(b []byte) error

type DataPipelineSpec 

type DataPipelineSpec struct {
	// VersionName is the data product version of the data pipeline
	// +kubebuilder:default:=""
	// +kubebuilder:validation:Optional
	VersionName *string `json:"versionName,omitempty" protobuf:"bytes,1,opt,name=versionName"`
	// The model class for this pipeline
	// +kubebuilder:validation:Optional
	ModelClassName *string `json:"modelClassName,omitempty" protobuf:"bytes,2,opt,name=modelClassName"`
	// Description of the data pipeline
	// +kubebuilder:default:=""
	// +kubebuilder:validation:Optional
	Description *string `json:"description,omitempty" protobuf:"bytes,3,opt,name=description"`
	// DatasetSelector is used to select datasets for processing in the pipeline
	// +kubebuilder:validation:Optional
	DatasetSelector map[string]string `json:"datasetSelector,omitempty" protobuf:"bytes,4,opt,name=datasetSelector"`
	// RecipeOrder defines the list of recipes and the order they need to run
	// +kubebuilder:validation:Optional
	Recipes []RecipePartSpec `json:"recipes,omitempty" protobuf:"bytes,5,rep,name=recipes"`
	// The output definition
	// +kubebuilder:validation:Optional
	Output DataOutputSpec `json:"output,omitempty" protobuf:"bytes,6,opt,name=output"`
	// Schedule for running the pipeline
	// +kubebuilder:validation:Optional
	Schedule catalog.RunSchedule `json:"schedule,omitempty" protobuf:"bytes,7,opt,name=schedule"`
	// Specification for notification
	// +kubebuilder:validation:Optional
	Notification catalog.NotificationSpec `json:"notification,omitempty" protobuf:"bytes,8,opt,name=notification"`
	// Owner of this data pipeline
	// +kubebuilder:default:="no-one"
	// +kubebuilder:validation:Pattern="[a-z0-9]([-a-z0-9]*[a-z0-9])?(\\.[a-z0-9]([-a-z0-9]*[a-z0-9])?)*"
	// +kubebuilder:validation:Optional
	Owner *string `json:"owner,omitempty" protobuf:"bytes,9,opt,name=owner"`
	// Resources are hardware resource req.
	// +kubebuilder:validation:Optional
	Resources catalog.ResourceSpec `json:"resources,omitempty" protobuf:"bytes,10,opt,name=resources"`
	// The priority of this data pipeline. The default is medium.
	// +kubebuilder:default:="medium"
	// +kubebuilder:validation:Optional
	Priority *catalog.PriorityLevel `json:"priority,omitempty" protobuf:"bytes,11,opt,name=priority"`
	// Set to true to pause the cron prediction
	// +kubebuilder:default:=false
	// +kubebuilder:validation:Optional
	Paused *bool `json:"paused,omitempty" protobuf:"varint,12,opt,name=paused"`
	// TTL for the data product run. Set to 0 if no garbage collected is needed.
	// +kubebuilder:default:=0
	// +kubebuilder:validation:Optional
	TTL *int32 `json:"ttl,omitempty" protobuf:"varint,13,opt,name=ttl"`
}

DataPipelineSpec defines the desired state of a DataPipeline

func (*DataPipelineSpec) DeepCopy 

func (in *DataPipelineSpec) DeepCopy() *DataPipelineSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DataPipelineSpec.

func (*DataPipelineSpec) DeepCopyInto 

func (in *DataPipelineSpec) DeepCopyInto(out *DataPipelineSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*DataPipelineSpec) Descriptor 

func (*DataPipelineSpec) Descriptor() ([]byte, []int)

func (*DataPipelineSpec) Marshal 

func (m *DataPipelineSpec) Marshal() (dAtA []byte, err error)

func (*DataPipelineSpec) MarshalTo 

func (m *DataPipelineSpec) MarshalTo(dAtA []byte) (int, error)

func (*DataPipelineSpec) MarshalToSizedBuffer 

func (m *DataPipelineSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*DataPipelineSpec) ProtoMessage 

func (*DataPipelineSpec) ProtoMessage()

func (*DataPipelineSpec) Reset 

func (m *DataPipelineSpec) Reset()

func (*DataPipelineSpec) Size 

func (m *DataPipelineSpec) Size() (n int)

func (*DataPipelineSpec) String 

func (this *DataPipelineSpec) String() string

func (*DataPipelineSpec) Unmarshal 

func (m *DataPipelineSpec) Unmarshal(dAtA []byte) error

func (*DataPipelineSpec) XXX_DiscardUnknown 

func (m *DataPipelineSpec) XXX_DiscardUnknown()

func (*DataPipelineSpec) XXX_Marshal 

func (m *DataPipelineSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*DataPipelineSpec) XXX_Merge 

func (m *DataPipelineSpec) XXX_Merge(src proto.Message)

func (*DataPipelineSpec) XXX_Size 

func (m *DataPipelineSpec) XXX_Size() int

func (*DataPipelineSpec) XXX_Unmarshal 

func (m *DataPipelineSpec) XXX_Unmarshal(b []byte) error

type DataPipelineStatus 

type DataPipelineStatus struct {
	//ObservedGeneration is the Last generation that was acted on
	//+kubebuilder:validation:Optional
	ObservedGeneration int64 `json:"observedGeneration,omitempty" protobuf:"varint,1,opt,name=observedGeneration"`
	// Last time the object was updated
	//+kubebuilder:validation:Optional
	UpdatedAt *metav1.Time `json:"updatedAt,omitempty" protobuf:"bytes,2,opt,name=updatedAt"`
	// Last run is the last time a data pipeline run was created
	//+kubebuilder:validation:Optional
	Schedule catalog.RunScheduleStatus `json:"schedule,omitempty" protobuf:"bytes,3,opt,name=schedule"`
	// The name of the last data pipeline count
	//+kubebuilder:validation:Optional
	LastRunName string `json:"lastRunName,omitempty" protobuf:"bytes,4,opt,name=lastRunName"`
	// The number of datapipline runs
	//+kubebuilder:validation:Optional
	RunsCount int32 `json:"runsCount,omitempty" protobuf:"bytes,5,opt,name=runsCount"`
	// +patchMergeKey=type
	// +patchStrategy=merge
	// +kubebuilder:validation:Optional
	Conditions []metav1.Condition `json:"conditions,omitempty" patchStrategy:"merge" patchMergeKey:"type" protobuf:"bytes,6,rep,name=conditions"`
}

DataPipelineStatus is the observed state of the DataPipeline object.

func (*DataPipelineStatus) DeepCopy 

func (in *DataPipelineStatus) DeepCopy() *DataPipelineStatus

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DataPipelineStatus.

func (*DataPipelineStatus) DeepCopyInto 

func (in *DataPipelineStatus) DeepCopyInto(out *DataPipelineStatus)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*DataPipelineStatus) Descriptor 

func (*DataPipelineStatus) Descriptor() ([]byte, []int)

func (*DataPipelineStatus) Marshal 

func (m *DataPipelineStatus) Marshal() (dAtA []byte, err error)

func (*DataPipelineStatus) MarshalTo 

func (m *DataPipelineStatus) MarshalTo(dAtA []byte) (int, error)

func (*DataPipelineStatus) MarshalToSizedBuffer 

func (m *DataPipelineStatus) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*DataPipelineStatus) ProtoMessage 

func (*DataPipelineStatus) ProtoMessage()

func (*DataPipelineStatus) Reset 

func (m *DataPipelineStatus) Reset()

func (*DataPipelineStatus) Size 

func (m *DataPipelineStatus) Size() (n int)

func (*DataPipelineStatus) String 

func (this *DataPipelineStatus) String() string

func (*DataPipelineStatus) Unmarshal 

func (m *DataPipelineStatus) Unmarshal(dAtA []byte) error

func (*DataPipelineStatus) XXX_DiscardUnknown 

func (m *DataPipelineStatus) XXX_DiscardUnknown()

func (*DataPipelineStatus) XXX_Marshal 

func (m *DataPipelineStatus) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*DataPipelineStatus) XXX_Merge 

func (m *DataPipelineStatus) XXX_Merge(src proto.Message)

func (*DataPipelineStatus) XXX_Size 

func (m *DataPipelineStatus) XXX_Size() int

func (*DataPipelineStatus) XXX_Unmarshal 

func (m *DataPipelineStatus) XXX_Unmarshal(b []byte) error

type DataProduct 

type DataProduct struct {
	metav1.TypeMeta   `json:",inline"`
	metav1.ObjectMeta `json:"metadata" protobuf:"bytes,1,opt,name=metadata"`
	Spec              DataProductSpec `json:"spec" protobuf:"bytes,2,opt,name=spec"`
	//+optional
	Status DataProductStatus `json:"status,omitempty" protobuf:"bytes,3,opt,name=status"`
}

+kubebuilder:object:root=true +kubebuilder:resource:path=dataproducts,shortName=prod,singular=dataproduct,shortName="prod",categories={data,modela,all} +kubebuilder:subresource:status +kubebuilder:storageversion +kubebuilder:printcolumn:name="Ready",type="string",JSONPath=".status.conditions[?(@.type==\"Ready\")].status" +kubebuilder:printcolumn:name="Owner",type="string",JSONPath=".spec.owner" +kubebuilder:printcolumn:name="Task",type="string",JSONPath=".spec.task" +kubebuilder:printcolumn:name="Public",type="boolean",JSONPath=".spec.public" +kubebuilder:printcolumn:name="Errors",type="integer",JSONPath=".status.errorAlertsCount" +kubebuilder:printcolumn:name="Location Sources",type="integer",JSONPath=".status.datasourcesCount",priority=1 +kubebuilder:printcolumn:name="Datasets",type="integer",JSONPath=".status.datasetsCount",priority=1 +kubebuilder:printcolumn:name="Studies",type="integer",JSONPath=".status.studiesCount",priority=1 +kubebuilder:printcolumn:name="ModelsCount",type="integer",JSONPath=".status.modelsCount",priority=1 +kubebuilder:printcolumn:name="Predictors",type="integer",JSONPath=".status.predictorsCount",priority=1 +kubebuilder:printcolumn:name="Apps",type="integer",JSONPath=".status.appsCount",priority=1 +kubebuilder:printcolumn:name="Age",type="date",JSONPath=".metadata.creationTimestamp",description="" DataProduct represents a single DataProduct namespace, which contains all non-infrastructure resources. Additionally, it specifies default parameters for resources to be created under the namespace, such as workload class and storage location

func (*DataProduct) AddFinalizer 

func (product *DataProduct) AddFinalizer()

func (DataProduct) CreateNamespace 

func (product DataProduct) CreateNamespace() *v1.Namespace

func (*DataProduct) CreateOrUpdateCond 

func (product *DataProduct) CreateOrUpdateCond(cond metav1.Condition)

Merge or update condition

func (DataProduct) DataEngineer 

func (product DataProduct) DataEngineer() *rbacv1.Role

DataEngineer role

func (DataProduct) DataLabler 

func (product DataProduct) DataLabler() *rbacv1.Role

Labeler role

func (DataProduct) DataScientist 

func (product DataProduct) DataScientist() *rbacv1.Role

DataScientist role

func (*DataProduct) DeepCopy 

func (in *DataProduct) DeepCopy() *DataProduct

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DataProduct.

func (*DataProduct) DeepCopyInto 

func (in *DataProduct) DeepCopyInto(out *DataProduct)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*DataProduct) DeepCopyObject 

func (in *DataProduct) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

func (*DataProduct) Default 

func (product *DataProduct) Default()

No defaults in this current release

func (*DataProduct) Descriptor 

func (*DataProduct) Descriptor() ([]byte, []int)

func (DataProduct) GetCond 

func (product DataProduct) GetCond(t string) metav1.Condition

func (DataProduct) GetCondIdx 

func (product DataProduct) GetCondIdx(t string) int

func (*DataProduct) GetRolesForAccount added in v0.4.547 

func (product *DataProduct) GetRolesForAccount(account *infra.Account) []string

func (DataProduct) HasFinalizer 

func (product DataProduct) HasFinalizer() bool

func (DataProduct) IsClassification 

func (product DataProduct) IsClassification() bool

func (DataProduct) IsReady 

func (product DataProduct) IsReady() bool

func (*DataProduct) MarkFailed 

func (product *DataProduct) MarkFailed(err error)

func (*DataProduct) MarkReady added in v0.4.467 

func (product *DataProduct) MarkReady()

func (*DataProduct) Marshal 

func (m *DataProduct) Marshal() (dAtA []byte, err error)

func (*DataProduct) MarshalTo 

func (m *DataProduct) MarshalTo(dAtA []byte) (int, error)

func (*DataProduct) MarshalToSizedBuffer 

func (m *DataProduct) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (DataProduct) PredictionConsumer 

func (product DataProduct) PredictionConsumer() *rbacv1.Role

PredictionConsumer role

func (DataProduct) PrefixArchiveURI added in v0.5.472 

func (product DataProduct) PrefixArchiveURI(uri string) string

func (DataProduct) PrefixDepotURI added in v0.5.472 

func (product DataProduct) PrefixDepotURI(uri string) string

func (DataProduct) PrefixLiveURI added in v0.5.472 

func (product DataProduct) PrefixLiveURI(uri string) string

func (DataProduct) ProductAdmin 

func (product DataProduct) ProductAdmin() *rbacv1.Role

DataEnv product roles

func (*DataProduct) ProtoMessage 

func (*DataProduct) ProtoMessage()

func (*DataProduct) RemoveFinalizer 

func (product *DataProduct) RemoveFinalizer()

func (DataProduct) ReportConsumer 

func (product DataProduct) ReportConsumer() *rbacv1.Role

ReportsConsumer role

func (*DataProduct) Reset 

func (m *DataProduct) Reset()

func (*DataProduct) SetupWebhookWithManager 

func (product *DataProduct) SetupWebhookWithManager(mgr ctrl.Manager) error

func (*DataProduct) Size 

func (m *DataProduct) Size() (n int)

func (*DataProduct) String 

func (this *DataProduct) String() string

func (*DataProduct) Unmarshal 

func (m *DataProduct) Unmarshal(dAtA []byte) error

func (*DataProduct) UpdateBaselineVersion added in v0.4.671 

func (product *DataProduct) UpdateBaselineVersion(versions DataProductVersionList)

func (DataProduct) ValidateCreate 

func (product DataProduct) ValidateCreate() error

ValidateCreate implements webhook.Validator so a webhook will be registered for the type

func (DataProduct) ValidateDelete 

func (product DataProduct) ValidateDelete() error

func (DataProduct) ValidateUpdate 

func (product DataProduct) ValidateUpdate(old runtime.Object) error

ValidateUpdate implements webhook.Validator so a webhook will be registered for the type

func (*DataProduct) XXX_DiscardUnknown 

func (m *DataProduct) XXX_DiscardUnknown()

func (*DataProduct) XXX_Marshal 

func (m *DataProduct) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*DataProduct) XXX_Merge 

func (m *DataProduct) XXX_Merge(src proto.Message)

func (*DataProduct) XXX_Size 

func (m *DataProduct) XXX_Size() int

func (*DataProduct) XXX_Unmarshal 

func (m *DataProduct) XXX_Unmarshal(b []byte) error

func (DataProduct) YamlURI added in v0.5.472 

func (product DataProduct) YamlURI() string

type DataProductConditionType 

type DataProductConditionType string

Condition on the dataset

type DataProductList 

type DataProductList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata,omitempty" protobuf:"bytes,1,opt,name=metadata"`
	Items           []DataProduct `json:"items" protobuf:"bytes,2,rep,name=items"`
}

+kubebuilder:object:root=true DataProductList contains a list of DataProducts

func (*DataProductList) DeepCopy 

func (in *DataProductList) DeepCopy() *DataProductList

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DataProductList.

func (*DataProductList) DeepCopyInto 

func (in *DataProductList) DeepCopyInto(out *DataProductList)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*DataProductList) DeepCopyObject 

func (in *DataProductList) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

func (*DataProductList) Descriptor 

func (*DataProductList) Descriptor() ([]byte, []int)

func (*DataProductList) Marshal 

func (m *DataProductList) Marshal() (dAtA []byte, err error)

func (*DataProductList) MarshalTo 

func (m *DataProductList) MarshalTo(dAtA []byte) (int, error)

func (*DataProductList) MarshalToSizedBuffer 

func (m *DataProductList) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*DataProductList) ProtoMessage 

func (*DataProductList) ProtoMessage()

func (*DataProductList) Reset 

func (m *DataProductList) Reset()

func (*DataProductList) Size 

func (m *DataProductList) Size() (n int)

func (*DataProductList) String 

func (this *DataProductList) String() string

func (*DataProductList) Unmarshal 

func (m *DataProductList) Unmarshal(dAtA []byte) error

func (*DataProductList) XXX_DiscardUnknown 

func (m *DataProductList) XXX_DiscardUnknown()

func (*DataProductList) XXX_Marshal 

func (m *DataProductList) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*DataProductList) XXX_Merge 

func (m *DataProductList) XXX_Merge(src proto.Message)

func (*DataProductList) XXX_Size 

func (m *DataProductList) XXX_Size() int

func (*DataProductList) XXX_Unmarshal 

func (m *DataProductList) XXX_Unmarshal(b []byte) error

type DataProductSpec 

type DataProductSpec struct {
	// The name of the Account which created the object, which exists in the same tenant as the object
	// +kubebuilder:default:="no-one"
	// +kubebuilder:validation:Optional
	Owner *string `json:"owner,omitempty" protobuf:"bytes,1,opt,name=owner"`
	// Indicates if the DataProduct is public and can be accessed without permissions
	// +kubebuilder:default:=false
	// +kubebuilder:validation:Optional
	Public *bool `json:"public,omitempty" protobuf:"varint,2,opt,name=public"`
	// The reference to the Tenant which owns the DataProduct. Defaults to `default-tenant`
	// +kubebuilder:validation:Optional
	TenantRef *v1.ObjectReference `json:"tenantRef,omitempty" protobuf:"bytes,3,opt,name=tenantRef"`
	// GitLocation is the default Git location where all child resources will be tracked as YAML
	// +kubebuilder:validation:Optional
	GitLocation GitLocation `json:"gitLocation,omitempty" protobuf:"bytes,4,opt,name=gitLocation"`
	// ImageLocation is the default Docker image repository where model images produced under the DataProduct will be stored
	// +kubebuilder:validation:Optional
	ImageLocation *ImageLocation `json:"imageLocation,omitempty" protobuf:"bytes,5,opt,name=imageLocation"`
	// The name of the Lab that will be used by default with all compute-requiring child resources
	// +kubebuilder:validation:Pattern="[a-z0-9]([-a-z0-9]*[a-z0-9])?(\\.[a-z0-9]([-a-z0-9]*[a-z0-9])?)*"
	// +kubebuilder:validation:MaxLength=63
	// +kubebuilder:validation:Optional
	LabName *string `json:"labName" protobuf:"bytes,7,opt,name=labName"`
	// The name of the Serving Site which will be used by default with all Predictor resources
	// +kubebuilder:validation:MaxLength=63
	// +kubebuilder:validation:Pattern="[a-z0-9]([-a-z0-9]*[a-z0-9])?(\\.[a-z0-9]([-a-z0-9]*[a-z0-9])?)*"
	// +kubebuilder:validation:Optional
	ServingSiteName *string `json:"servingSiteName" protobuf:"bytes,8,opt,name=servingSiteName"`
	// Task specifies the default machine learning task of the product (classification, regression, etc.)
	// +kubebuilder:validation:Optional
	Task *catalog.MLTask `json:"task,omitempty" protobuf:"bytes,9,opt,name=task"`
	// Subtask specifies the default subtask relevant to the primary task (text classification, image object detection, etc.)
	// +kubebuilder:default:=none
	// +kubebuilder:validation:Optional
	SubTask *catalog.MLSubtask `json:"subtask,omitempty" protobuf:"bytes,10,opt,name=subtask"`
	// User-provided description of the object
	// +kubebuilder:default:=""
	// +kubebuilder:validation:Optional
	// +kubebuilder:validation:MaxLength=512
	Description *string `json:"description,omitempty" protobuf:"bytes,11,opt,name=description"`
	// The default location for all artifacts created under the DataProduct. All data-producing resources will
	// use the VirtualBucket specified by the Location by default
	// +kubebuilder:validation:Optional
	Location DataLocation `json:"location,omitempty" protobuf:"bytes,12,opt,name=location"`
	// The default notification specification for all resources under the DataProduct
	// +kubebuilder:validation:Optional
	Notification catalog.NotificationSpec `json:"notification,omitempty" protobuf:"bytes,13,opt,name=notification"`
	// The default resource allocation for model training and data workloads that takes place under the DataProduct
	// +kubebuilder:validation:Optional
	DefaultTrainingResources catalog.ResourceSpec `json:"trainingResources,omitempty" protobuf:"bytes,14,opt,name=trainingResources"`
	// The default resource allocation for model serving workloads that takes place under the DataProduct
	// +kubebuilder:validation:Optional
	DefaultServingResources catalog.ResourceSpec `json:"servingResources,omitempty" protobuf:"bytes,15,opt,name=servingResources"`
	// Specifies how many times Jobs created under the DataProduct namespace will retry after failure
	// +kubebuilder:default:=3
	// +kubebuilder:validation:Minimum=0
	// +kubebuilder:validation:Maximum=10
	// +kubebuilder:validation:Optional
	RetriesOnFailure *int32 `json:"retriesOnFailure,omitempty" protobuf:"varint,16,opt,name=retriesOnFailure"`
	// KPIs define key performance indicators for the DataProduct (not functional as of the current release)
	//+kubebuilder:validation:Optional
	KPIs []KPI `json:"kpis,omitempty" protobuf:"bytes,17,rep,name=kpis"`
	// The name of the Account which should be responsible for events that occur under the DataProduct
	//+kubebuilder:validation:Optional
	OnCallAccountName string `json:"onCallAccountName,omitempty" protobuf:"bytes,18,opt,name=onCallAccountName"`
	// The default compilation specification for Study resources created under the DataProduct
	//+kubebuilder:validation:Optional
	Compilation catalog.CompilerSpec `json:"compilation,omitempty" protobuf:"bytes,19,opt,name=compilation"`
	// The clearance level required to access the DataProduct. Accounts which do not have a clearance level
	// greater than or equal to ClearanceLevel will be denied access to the DataProduct namespace
	// +kubebuilder:default:=unclassified
	// +kubebuilder:validation:Optional
	ClearanceLevel *catalog.SecurityClearanceLevel `json:"clearanceLevel,omitempty" protobuf:"bytes,20,opt,name=clearanceLevel"`
	// The default priority level assigned to Jobs created under the DataProduct namespace
	// +kubebuilder:validation:Optional
	// +kubebuilder:default:="medium"
	DefaultPriority *catalog.PriorityLevel `json:"priority,omitempty" protobuf:"bytes,21,opt,name=priority"`
	// The color assigned to the product, for visual purposes only
	// +kubebuilder:default:="none"
	// +kubebuilder:validation:Optional
	Color *catalog.Color `json:"color,omitempty" protobuf:"bytes,22,opt,name=color"`
	// The Governance requirements (not functional as of the current release)
	// +kubebuilder:validation:Optional
	Governance GovernanceSpec `json:"governance,omitempty" protobuf:"bytes,23,opt,name=governance"`
	// Permissions denotes the specification that determines which Accounts
	// can access the DataProduct and what actions they can perform
	// +kubebuilder:validation:Optional
	Permissions catalog.PermissionsSpec `json:"permissions,omitempty" protobuf:"bytes,24,opt,name=permissions"`
	// Assign tags to data product
	// +kubebuilder:validation:Optional
	Tags []string `json:"tags,omitempty" protobuf:"bytes,25,opt,name=tags"`
}

DataProductSpec defines the desired state of the DataProduct

func (*DataProductSpec) DeepCopy 

func (in *DataProductSpec) DeepCopy() *DataProductSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DataProductSpec.

func (*DataProductSpec) DeepCopyInto 

func (in *DataProductSpec) DeepCopyInto(out *DataProductSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*DataProductSpec) Descriptor 

func (*DataProductSpec) Descriptor() ([]byte, []int)

func (*DataProductSpec) Marshal 

func (m *DataProductSpec) Marshal() (dAtA []byte, err error)

func (*DataProductSpec) MarshalTo 

func (m *DataProductSpec) MarshalTo(dAtA []byte) (int, error)

func (*DataProductSpec) MarshalToSizedBuffer 

func (m *DataProductSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*DataProductSpec) ProtoMessage 

func (*DataProductSpec) ProtoMessage()

func (*DataProductSpec) Reset 

func (m *DataProductSpec) Reset()

func (*DataProductSpec) Size 

func (m *DataProductSpec) Size() (n int)

func (*DataProductSpec) String 

func (this *DataProductSpec) String() string

func (*DataProductSpec) Unmarshal 

func (m *DataProductSpec) Unmarshal(dAtA []byte) error

func (*DataProductSpec) XXX_DiscardUnknown 

func (m *DataProductSpec) XXX_DiscardUnknown()

func (*DataProductSpec) XXX_Marshal 

func (m *DataProductSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*DataProductSpec) XXX_Merge 

func (m *DataProductSpec) XXX_Merge(src proto.Message)

func (*DataProductSpec) XXX_Size 

func (m *DataProductSpec) XXX_Size() int

func (*DataProductSpec) XXX_Unmarshal 

func (m *DataProductSpec) XXX_Unmarshal(b []byte) error

type DataProductStatus 

type DataProductStatus struct {
	// ObservedGeneration is the last generation that was acted on
	//+kubebuilder:validation:Optional
	ObservedGeneration int64 `json:"observedGeneration,omitempty" protobuf:"varint,1,opt,name=observedGeneration"`
	// The last time the object was updated
	//+kubebuilder:validation:Optional
	UpdatedAt *metav1.Time `json:"updatedAt,omitempty" protobuf:"bytes,2,opt,name=updatedAt"`
	// The number of DataSource resources that exist under the namespace
	//+kubebuilder:validation:Optional
	DatasourcesCount int32 `json:"datasourcesCount,omitempty" protobuf:"varint,3,opt,name=datasourcesCount"`
	// The number of Dataset resources that exist under the namespace
	//+kubebuilder:validation:Optional
	DatasetsCount int32 `json:"datasetsCount,omitempty" protobuf:"varint,4,opt,name=datasetsCount"`
	// The number of DataPipeline resources that exist under the namespace
	//+kubebuilder:validation:Optional
	DataPipelinesCount int32 `json:"dataPipelineCount,omitempty" protobuf:"varint,5,opt,name=dataPipelineCount"`
	// The number of DataPipelineRun resources that exist under the namespace
	//+kubebuilder:validation:Optional
	DataPipelineRunsCount int32 `json:"dataPipelineRunsCount,omitempty" protobuf:"varint,6,opt,name=totalDataPipelineRuns"`
	// The number of Study resources that exist under the namespace
	//+kubebuilder:validation:Optional
	StudiesCount int32 `json:"studiesCount,omitempty" protobuf:"varint,7,opt,name=studiesCount"`
	// The number of Model resources that exist under the namespace
	//+kubebuilder:validation:Optional
	ModelsCount int32 `json:"modelsCount,omitempty" protobuf:"varint,8,opt,name=modelsCount"`
	// The number of Predictor resources that exist under the namespace
	//+kubebuilder:validation:Optional
	PredictorsCount int32 `json:"predictorsCount,omitempty" protobuf:"varint,11,opt,name=predictorsCount"`
	// The number of DataApp resources that exist under the namespace
	//+kubebuilder:validation:Optional
	DataAppsCount int32 `json:"dataAppsCount,omitempty" protobuf:"varint,13,opt,name=dataAppsCount"`
	// The number of BatchPrediction resources that exist under the namespace
	//+kubebuilder:validation:Optional
	PredictionsCount int32 `json:"predictionsCount,omitempty" protobuf:"varint,14,opt,name=predictionsCount"`
	// The number of informative alerts produced under the namespace
	//+kubebuilder:validation:Optional
	InfoAlertsCount int32 `json:"infoAlertsCount,omitempty" protobuf:"varint,15,opt,name=infoAlertsCount"`
	// The number of error alerts produced under the namespace
	//+kubebuilder:validation:Optional
	ErrorsAlertsCount int32 `json:"errorAlertsCount,omitempty" protobuf:"varint,16,opt,name=errorAlertsCount"`
	// Count the number of model classes
	//+kubebuilder:validation:Optional
	ModelClassesCount int32 `json:"modelClassesCount,omitempty" protobuf:"varint,17,opt,name=modelClassesCount"`
	// In the case of failure, the DataProduct resource controller will set this field with a failure reason
	FailureReason *catalog.StatusError `json:"failureReason,omitempty" protobuf:"bytes,18,opt,name=failureReason"`
	// In the case of failure, the DataProduct resource controller will set this field with a failure message
	FailureMessage *string `json:"failureMessage,omitempty" protobuf:"bytes,19,opt,name=failureMessage"`
	// The name of the DataProductVersion which currently represents the latest version of the DataProduct.
	// Newly-created resources will be instantiated with this version by default
	BaselineVersion *string `json:"baselineVersion,omitempty" protobuf:"bytes,20,opt,name=baselineVersion"`
	// +patchMergeKey=type
	// +patchStrategy=merge
	// +kubebuilder:validation:Optional
	Conditions []metav1.Condition `json:"conditions,omitempty" patchStrategy:"merge" patchMergeKey:"type" protobuf:"bytes,21,rep,name=conditions"`
}

DataProductStatus defines the observed state of DataProduct

func (*DataProductStatus) DeepCopy 

func (in *DataProductStatus) DeepCopy() *DataProductStatus

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DataProductStatus.

func (*DataProductStatus) DeepCopyInto 

func (in *DataProductStatus) DeepCopyInto(out *DataProductStatus)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*DataProductStatus) Descriptor 

func (*DataProductStatus) Descriptor() ([]byte, []int)

func (*DataProductStatus) Marshal 

func (m *DataProductStatus) Marshal() (dAtA []byte, err error)

func (*DataProductStatus) MarshalTo 

func (m *DataProductStatus) MarshalTo(dAtA []byte) (int, error)

func (*DataProductStatus) MarshalToSizedBuffer 

func (m *DataProductStatus) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*DataProductStatus) ProtoMessage 

func (*DataProductStatus) ProtoMessage()

func (*DataProductStatus) Reset 

func (m *DataProductStatus) Reset()

func (*DataProductStatus) Size 

func (m *DataProductStatus) Size() (n int)

func (*DataProductStatus) String 

func (this *DataProductStatus) String() string

func (*DataProductStatus) Unmarshal 

func (m *DataProductStatus) Unmarshal(dAtA []byte) error

func (*DataProductStatus) XXX_DiscardUnknown 

func (m *DataProductStatus) XXX_DiscardUnknown()

func (*DataProductStatus) XXX_Marshal 

func (m *DataProductStatus) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*DataProductStatus) XXX_Merge 

func (m *DataProductStatus) XXX_Merge(src proto.Message)

func (*DataProductStatus) XXX_Size 

func (m *DataProductStatus) XXX_Size() int

func (*DataProductStatus) XXX_Unmarshal 

func (m *DataProductStatus) XXX_Unmarshal(b []byte) error

type DataProductVersion 

type DataProductVersion struct {
	metav1.TypeMeta   `json:",inline"`
	metav1.ObjectMeta `json:"metadata" protobuf:"bytes,1,opt,name=metadata"`
	Spec              DataProductVersionSpec `json:"spec" protobuf:"bytes,2,opt,name=spec"`
	//+optional
	Status DataProductVersionStatus `json:"status,omitempty" protobuf:"bytes,3,opt,name=status"`
}

+kubebuilder:object:root=true +kubebuilder:resource:path=dataproductversions,shortName=dpv,singular=dataproductversion,categories={data,modela,all} +kubebuilder:subresource:status +kubebuilder:storageversion +kubebuilder:printcolumn:name="Ready",type="string",JSONPath=".status.conditions[?(@.type==\"Ready\")].status",description="" +kubebuilder:printcolumn:name="Owner",type="string",JSONPath=".spec.owner" +kubebuilder:printcolumn:name="Product",type="string",JSONPath=".spec.productRef.name",description="" +kubebuilder:printcolumn:name="Base",type="boolean",JSONPath=".spec.baseline",description="" +kubebuilder:printcolumn:name="Age",type="date",JSONPath=".metadata.creationTimestamp",description="" DataProductVersion represents a single version of a DataProduct, which should increment versions in response to changes in data

func ParseDataProductVersionYaml 

func ParseDataProductVersionYaml(content []byte) (*DataProductVersion, error)

func (*DataProductVersion) AddFinalizer 

func (version *DataProductVersion) AddFinalizer()

func (DataProductVersion) Archived 

func (version DataProductVersion) Archived() bool

func (*DataProductVersion) CreateOrUpdateCond 

func (version *DataProductVersion) CreateOrUpdateCond(cond metav1.Condition)

Merge or update condition

func (*DataProductVersion) DeepCopy 

func (in *DataProductVersion) DeepCopy() *DataProductVersion

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DataProductVersion.

func (*DataProductVersion) DeepCopyInto 

func (in *DataProductVersion) DeepCopyInto(out *DataProductVersion)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*DataProductVersion) DeepCopyObject 

func (in *DataProductVersion) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

func (*DataProductVersion) Default 

func (dp *DataProductVersion) Default()

No defaults in this current release

func (*DataProductVersion) Descriptor 

func (*DataProductVersion) Descriptor() ([]byte, []int)

func (DataProductVersion) GetCond 

func (version DataProductVersion) GetCond(t string) metav1.Condition

func (DataProductVersion) GetCondIdx 

func (version DataProductVersion) GetCondIdx(t string) int

func (DataProductVersion) HasFinalizer 

func (version DataProductVersion) HasFinalizer() bool

func (DataProductVersion) IsReady 

func (version DataProductVersion) IsReady() bool

func (*DataProductVersion) MarkArchived 

func (version *DataProductVersion) MarkArchived()

func (*DataProductVersion) MarkFailed 

func (version *DataProductVersion) MarkFailed(err error)

func (*DataProductVersion) MarkReady 

func (version *DataProductVersion) MarkReady()

func (*DataProductVersion) Marshal 

func (m *DataProductVersion) Marshal() (dAtA []byte, err error)

func (*DataProductVersion) MarshalTo 

func (m *DataProductVersion) MarshalTo(dAtA []byte) (int, error)

func (*DataProductVersion) MarshalToSizedBuffer 

func (m *DataProductVersion) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (DataProductVersion) MessageURI added in v0.5.472 

func (version DataProductVersion) MessageURI() string

func (*DataProductVersion) ProtoMessage 

func (*DataProductVersion) ProtoMessage()

func (*DataProductVersion) RemoveFinalizer 

func (version *DataProductVersion) RemoveFinalizer()

func (*DataProductVersion) Reset 

func (m *DataProductVersion) Reset()

func (DataProductVersion) SetupWebhookWithManager 

func (version DataProductVersion) SetupWebhookWithManager(mgr ctrl.Manager) error

func (*DataProductVersion) Size 

func (m *DataProductVersion) Size() (n int)

func (*DataProductVersion) String 

func (this *DataProductVersion) String() string

func (*DataProductVersion) Unmarshal 

func (m *DataProductVersion) Unmarshal(dAtA []byte) error

func (DataProductVersion) ValidateCreate 

func (version DataProductVersion) ValidateCreate() error

ValidateCreate implements webhook.Validator so a webhook will be registered for the type

func (DataProductVersion) ValidateDelete 

func (version DataProductVersion) ValidateDelete() error

func (DataProductVersion) ValidateUpdate 

func (version DataProductVersion) ValidateUpdate(old runtime.Object) error

ValidateUpdate implements webhook.Validator so a webhook will be registered for the type

func (*DataProductVersion) XXX_DiscardUnknown 

func (m *DataProductVersion) XXX_DiscardUnknown()

func (*DataProductVersion) XXX_Marshal 

func (m *DataProductVersion) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*DataProductVersion) XXX_Merge 

func (m *DataProductVersion) XXX_Merge(src proto.Message)

func (*DataProductVersion) XXX_Size 

func (m *DataProductVersion) XXX_Size() int

func (*DataProductVersion) XXX_Unmarshal 

func (m *DataProductVersion) XXX_Unmarshal(b []byte) error

func (DataProductVersion) YamlURI added in v0.5.472 

func (version DataProductVersion) YamlURI() string

type DataProductVersionConditionType 

type DataProductVersionConditionType string

Condition on the dataset

type DataProductVersionList 

type DataProductVersionList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata,omitempty" protobuf:"bytes,1,opt,name=metadata"`
	Items           []DataProductVersion `json:"items" protobuf:"bytes,2,rep,name=items"`
}

+kubebuilder:object:root=true DataProductVersionList contains a list of DataProductVersion

func (*DataProductVersionList) DeepCopy 

func (in *DataProductVersionList) DeepCopy() *DataProductVersionList

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DataProductVersionList.

func (*DataProductVersionList) DeepCopyInto 

func (in *DataProductVersionList) DeepCopyInto(out *DataProductVersionList)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*DataProductVersionList) DeepCopyObject 

func (in *DataProductVersionList) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

func (*DataProductVersionList) Descriptor 

func (*DataProductVersionList) Descriptor() ([]byte, []int)

func (*DataProductVersionList) Marshal 

func (m *DataProductVersionList) Marshal() (dAtA []byte, err error)

func (*DataProductVersionList) MarshalTo 

func (m *DataProductVersionList) MarshalTo(dAtA []byte) (int, error)

func (*DataProductVersionList) MarshalToSizedBuffer 

func (m *DataProductVersionList) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*DataProductVersionList) ProtoMessage 

func (*DataProductVersionList) ProtoMessage()

func (*DataProductVersionList) Reset 

func (m *DataProductVersionList) Reset()

func (*DataProductVersionList) Size 

func (m *DataProductVersionList) Size() (n int)

func (*DataProductVersionList) String 

func (this *DataProductVersionList) String() string

func (*DataProductVersionList) Unmarshal 

func (m *DataProductVersionList) Unmarshal(dAtA []byte) error

func (*DataProductVersionList) XXX_DiscardUnknown 

func (m *DataProductVersionList) XXX_DiscardUnknown()

func (*DataProductVersionList) XXX_Marshal 

func (m *DataProductVersionList) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*DataProductVersionList) XXX_Merge 

func (m *DataProductVersionList) XXX_Merge(src proto.Message)

func (*DataProductVersionList) XXX_Size 

func (m *DataProductVersionList) XXX_Size() int

func (*DataProductVersionList) XXX_Unmarshal 

func (m *DataProductVersionList) XXX_Unmarshal(b []byte) error

type DataProductVersionSpec 

type DataProductVersionSpec struct {
	// ProductRef contains the object reference to the DataProduct
	// resource which the DataProductVersion describes the version of
	// +kubebuilder:validation:Optional
	ProductRef v1.ObjectReference `json:"productRef,omitempty" protobuf:"bytes,1,opt,name=productRef"`
	// User-provided description of the object
	// +kubebuilder:validation:Optional
	// +kubebuilder:default:=""
	// +kubebuilder:validation:MaxLength=512
	Description *string `json:"description,omitempty" protobuf:"bytes,2,opt,name=description"`
	// The name of the version which preceded the current version
	// +kubebuilder:validation:MaxLength=63
	// +kubebuilder:default:=""
	// +kubebuilder:validation:Optional
	PrevVersionName *string `json:"prevVersionName,omitempty" protobuf:"bytes,3,opt,name=prevVersionName"`
	// Indicates if the version is a baseline, and if so will cause Modela to garbage collect the resources from previous versions
	// +kubebuilder:default:=false
	// +kubebuilder:validation:Optional
	Baseline *bool `json:"baseline,omitempty" protobuf:"varint,4,opt,name=baseline"`
	// The name of the Account which created the object, which exists in the same tenant as the object
	// +kubebuilder:default:="no-one"
	// +kubebuilder:validation:Optional
	Owner *string `json:"owner,omitempty" protobuf:"bytes,5,opt,name=owner"`
}

DataProductVersionSpec defines the desired state of a DataProductVersion

func (*DataProductVersionSpec) DeepCopy 

func (in *DataProductVersionSpec) DeepCopy() *DataProductVersionSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DataProductVersionSpec.

func (*DataProductVersionSpec) DeepCopyInto 

func (in *DataProductVersionSpec) DeepCopyInto(out *DataProductVersionSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*DataProductVersionSpec) Descriptor 

func (*DataProductVersionSpec) Descriptor() ([]byte, []int)

func (*DataProductVersionSpec) Marshal 

func (m *DataProductVersionSpec) Marshal() (dAtA []byte, err error)

func (*DataProductVersionSpec) MarshalTo 

func (m *DataProductVersionSpec) MarshalTo(dAtA []byte) (int, error)

func (*DataProductVersionSpec) MarshalToSizedBuffer 

func (m *DataProductVersionSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*DataProductVersionSpec) ProtoMessage 

func (*DataProductVersionSpec) ProtoMessage()

func (*DataProductVersionSpec) Reset 

func (m *DataProductVersionSpec) Reset()

func (*DataProductVersionSpec) Size 

func (m *DataProductVersionSpec) Size() (n int)

func (*DataProductVersionSpec) String 

func (this *DataProductVersionSpec) String() string

func (*DataProductVersionSpec) Unmarshal 

func (m *DataProductVersionSpec) Unmarshal(dAtA []byte) error

func (*DataProductVersionSpec) XXX_DiscardUnknown 

func (m *DataProductVersionSpec) XXX_DiscardUnknown()

func (*DataProductVersionSpec) XXX_Marshal 

func (m *DataProductVersionSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*DataProductVersionSpec) XXX_Merge 

func (m *DataProductVersionSpec) XXX_Merge(src proto.Message)

func (*DataProductVersionSpec) XXX_Size 

func (m *DataProductVersionSpec) XXX_Size() int

func (*DataProductVersionSpec) XXX_Unmarshal 

func (m *DataProductVersionSpec) XXX_Unmarshal(b []byte) error

type DataProductVersionStatus 

type DataProductVersionStatus struct {
	// ObservedGeneration is the last generation that was acted on
	//+kubebuilder:validation:Optional
	ObservedGeneration int64 `json:"observedGeneration,omitempty" protobuf:"varint,1,opt,name=observedGeneration"`
	// The last time the object was updated
	//+kubebuilder:validation:Optional
	UpdatedAt *metav1.Time `json:"updatedAt,omitempty" protobuf:"bytes,2,opt,name=updatedAt"`
	// In the case of failure, the Dataset resource controller will set this field with a failure reason
	// Borrowed from cluster api controller
	FailureReason *catalog.StatusError `json:"failureReason,omitempty" protobuf:"bytes,3,opt,name=failureReason"`
	// In the case of failure, the Dataset resource controller will set this field with a failure message
	FailureMessage *string `json:"failureMessage,omitempty" protobuf:"bytes,4,opt,name=failureMessage"`
	// +patchMergeKey=type
	// +patchStrategy=merge
	// +kubebuilder:validation:Optional
	Conditions []metav1.Condition `json:"conditions,omitempty" patchStrategy:"merge" patchMergeKey:"type" protobuf:"bytes,5,rep,name=conditions"`
}

DataProductVersionStatus defines the observed state of a DataProductVersion

func (*DataProductVersionStatus) DeepCopy 

func (in *DataProductVersionStatus) DeepCopy() *DataProductVersionStatus

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DataProductVersionStatus.

func (*DataProductVersionStatus) DeepCopyInto 

func (in *DataProductVersionStatus) DeepCopyInto(out *DataProductVersionStatus)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*DataProductVersionStatus) Descriptor 

func (*DataProductVersionStatus) Descriptor() ([]byte, []int)

func (*DataProductVersionStatus) Marshal 

func (m *DataProductVersionStatus) Marshal() (dAtA []byte, err error)

func (*DataProductVersionStatus) MarshalTo 

func (m *DataProductVersionStatus) MarshalTo(dAtA []byte) (int, error)

func (*DataProductVersionStatus) MarshalToSizedBuffer 

func (m *DataProductVersionStatus) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*DataProductVersionStatus) ProtoMessage 

func (*DataProductVersionStatus) ProtoMessage()

func (*DataProductVersionStatus) Reset 

func (m *DataProductVersionStatus) Reset()

func (*DataProductVersionStatus) Size 

func (m *DataProductVersionStatus) Size() (n int)

func (*DataProductVersionStatus) String 

func (this *DataProductVersionStatus) String() string

func (*DataProductVersionStatus) Unmarshal 

func (m *DataProductVersionStatus) Unmarshal(dAtA []byte) error

func (*DataProductVersionStatus) XXX_DiscardUnknown 

func (m *DataProductVersionStatus) XXX_DiscardUnknown()

func (*DataProductVersionStatus) XXX_Marshal 

func (m *DataProductVersionStatus) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*DataProductVersionStatus) XXX_Merge 

func (m *DataProductVersionStatus) XXX_Merge(src proto.Message)

func (*DataProductVersionStatus) XXX_Size 

func (m *DataProductVersionStatus) XXX_Size() int

func (*DataProductVersionStatus) XXX_Unmarshal 

func (m *DataProductVersionStatus) XXX_Unmarshal(b []byte) error

type DataSource 

type DataSource struct {
	metav1.TypeMeta   `json:",inline"`
	metav1.ObjectMeta `json:"metadata" protobuf:"bytes,1,opt,name=metadata"`
	Spec              DataSourceSpec `json:"spec" protobuf:"bytes,2,opt,name=spec"`
	//+optional
	Status DataSourceStatus `json:"status,omitempty" protobuf:"bytes,3,opt,name=status"`
}

+kubebuilder:object:root=true +kubebuilder:resource:path=datasources,singular=datasource,shortName="dsrc",categories={data,modela,all} +kubebuilder:storageversion +kubebuilder:subresource:status +kubebuilder:printcolumn:name="Ready",type="string",JSONPath=".status.conditions[?(@.type==\"Ready\")].status",description="" +kubebuilder:printcolumn:name="Owner",type="string",JSONPath=".spec.owner" +kubebuilder:printcolumn:name="Version",type="string",JSONPath=".spec.versionName" +kubebuilder:printcolumn:name="Format",type="string",JSONPath=".spec.flatfile.fileType" +kubebuilder:printcolumn:name="Type",type="string",JSONPath=".spec.datasetType" +kubebuilder:printcolumn:name="Task",type="string",JSONPath=".spec.task" +kubebuilder:printcolumn:name="Age",type="date",JSONPath=".metadata.creationTimestamp" DataSource defines the specification for the file format and column-level schema of data to be used within Modela

func (DataSource) ActiveColumns 

func (datasource DataSource) ActiveColumns() (string, error)

func (*DataSource) AddColumn 

func (datasource *DataSource) AddColumn(
	name string,
	dtype catalog.DataType,
	dformat catalog.DataDomain,
	Ignore bool,
	Target bool,
	Nullable bool)

func (*DataSource) AddFinalizer 

func (datasource *DataSource) AddFinalizer()

func (DataSource) CountActiveAttributes 

func (datasource DataSource) CountActiveAttributes() int

CountActiveAttributes counts the number of attributes that we should not ignore

func (DataSource) CountTargetAttributes 

func (datasource DataSource) CountTargetAttributes() int

Count the number of attributes that are mark as targets

func (*DataSource) CreateOrUpdateCond 

func (datasource *DataSource) CreateOrUpdateCond(cond metav1.Condition)

Merge or update condition Merge or update condition

func (*DataSource) DeepCopy 

func (in *DataSource) DeepCopy() *DataSource

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DataSource.

func (*DataSource) DeepCopyInto 

func (in *DataSource) DeepCopyInto(out *DataSource)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*DataSource) DeepCopyObject 

func (in *DataSource) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

func (*DataSource) Default 

func (datasource *DataSource) Default()

func (*DataSource) Descriptor 

func (*DataSource) Descriptor() ([]byte, []int)

func (DataSource) GetCond 

func (datasource DataSource) GetCond(t string) metav1.Condition

func (DataSource) GetCondIdx 

func (datasource DataSource) GetCondIdx(t string) int

func (DataSource) HasFinalizer 

func (datasource DataSource) HasFinalizer() bool

func (*DataSource) HaveValidationRules added in v0.4.654 

func (datasource *DataSource) HaveValidationRules() bool

func (DataSource) InferTask 

func (datasource DataSource) InferTask() catalog.MLTask

func (DataSource) IsReady 

func (datasource DataSource) IsReady() bool

func (DataSource) Key 

func (datasource DataSource) Key() string

func (DataSource) ManifestURI added in v0.5.472 

func (datasource DataSource) ManifestURI() string

func (*DataSource) MarkFieldAsTarget 

func (datasource *DataSource) MarkFieldAsTarget(target string)

func (*DataSource) MarkLastFieldAsTarget 

func (datasource *DataSource) MarkLastFieldAsTarget()

func (*DataSource) MarkReady 

func (datasource *DataSource) MarkReady()

func (*DataSource) Marshal 

func (m *DataSource) Marshal() (dAtA []byte, err error)

func (*DataSource) MarshalTo 

func (m *DataSource) MarshalTo(dAtA []byte) (int, error)

func (*DataSource) MarshalToSizedBuffer 

func (m *DataSource) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*DataSource) Poplulate 

func (datasource *DataSource) Poplulate()

func (*DataSource) ProtoMessage 

func (*DataSource) ProtoMessage()

func (*DataSource) RemoveFinalizer 

func (datasource *DataSource) RemoveFinalizer()

func (*DataSource) Reset 

func (m *DataSource) Reset()

func (DataSource) RootURI added in v0.5.472 

func (datasource DataSource) RootURI() string

func (*DataSource) SetupWebhookWithManager 

func (datasource *DataSource) SetupWebhookWithManager(mgr ctrl.Manager) error

func (*DataSource) Size 

func (m *DataSource) Size() (n int)

func (*DataSource) String 

func (this *DataSource) String() string

func (*DataSource) Unmarshal 

func (m *DataSource) Unmarshal(dAtA []byte) error

func (DataSource) Validate 

func (datasource DataSource) Validate() (bool, []metav1.StatusCause)

func (DataSource) ValidateCreate 

func (datasource DataSource) ValidateCreate() error

ValidateCreate implements webhook.Validator so a webhook will be registered for the type

func (DataSource) ValidateDelete 

func (datasource DataSource) ValidateDelete() error

func (DataSource) ValidateUpdate 

func (datasource DataSource) ValidateUpdate(old runtime.Object) error

ValidateUpdate implements webhook.Validator so a webhook will be registered for the type

func (*DataSource) XXX_DiscardUnknown 

func (m *DataSource) XXX_DiscardUnknown()

func (*DataSource) XXX_Marshal 

func (m *DataSource) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*DataSource) XXX_Merge 

func (m *DataSource) XXX_Merge(src proto.Message)

func (*DataSource) XXX_Size 

func (m *DataSource) XXX_Size() int

func (*DataSource) XXX_Unmarshal 

func (m *DataSource) XXX_Unmarshal(b []byte) error

type DataSourceConditionType 

type DataSourceConditionType string

Condition on the dataset

type DataSourceList 

type DataSourceList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata,omitempty" protobuf:"bytes,1,opt,name=metadata"`
	Items           []DataSource `json:"items" protobuf:"bytes,2,rep,name=items"`
}

DataSourceList contains a list of DataSource objects +kubebuilder:object:root=true

func (*DataSourceList) DeepCopy 

func (in *DataSourceList) DeepCopy() *DataSourceList

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DataSourceList.

func (*DataSourceList) DeepCopyInto 

func (in *DataSourceList) DeepCopyInto(out *DataSourceList)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*DataSourceList) DeepCopyObject 

func (in *DataSourceList) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

func (*DataSourceList) Descriptor 

func (*DataSourceList) Descriptor() ([]byte, []int)

func (*DataSourceList) Marshal 

func (m *DataSourceList) Marshal() (dAtA []byte, err error)

func (*DataSourceList) MarshalTo 

func (m *DataSourceList) MarshalTo(dAtA []byte) (int, error)

func (*DataSourceList) MarshalToSizedBuffer 

func (m *DataSourceList) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*DataSourceList) ProtoMessage 

func (*DataSourceList) ProtoMessage()

func (*DataSourceList) Reset 

func (m *DataSourceList) Reset()

func (*DataSourceList) Size 

func (m *DataSourceList) Size() (n int)

func (*DataSourceList) String 

func (this *DataSourceList) String() string

func (*DataSourceList) Unmarshal 

func (m *DataSourceList) Unmarshal(dAtA []byte) error

func (*DataSourceList) XXX_DiscardUnknown 

func (m *DataSourceList) XXX_DiscardUnknown()

func (*DataSourceList) XXX_Marshal 

func (m *DataSourceList) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*DataSourceList) XXX_Merge 

func (m *DataSourceList) XXX_Merge(src proto.Message)

func (*DataSourceList) XXX_Size 

func (m *DataSourceList) XXX_Size() int

func (*DataSourceList) XXX_Unmarshal 

func (m *DataSourceList) XXX_Unmarshal(b []byte) error

type DataSourceSpec 

type DataSourceSpec struct {
	// The name of the Account which created the object, which exists in the same tenant as the object
	// +kubebuilder:default:="no-one"
	// +kubebuilder:validation:Optional
	Owner *string `json:"owner,omitempty" protobuf:"bytes,1,opt,name=owner"`
	// The name of the DataProductVersion which describes the version of the resource
	// that exists in the same DataProduct namespace as the resource
	// +kubebuilder:validation:MaxLength=63
	// +kubebuilder:default:=""
	// +kubebuilder:validation:Optional
	VersionName *string `json:"versionName,omitempty" protobuf:"bytes,2,opt,name=versionName"`
	// User-provided description of the object
	// +kubebuilder:validation:MaxLength=512
	// +kubebuilder:validation:Optional
	Description *string `json:"description,omitempty" protobuf:"bytes,3,opt,name=description"`
	// The type of dataset; currently, the only supported type is `tabular`
	// +kubebuilder:default:="tabular"
	// +kubebuilder:validation:Optional
	DatasetType *catalog.DatasetType `json:"datasetType,omitempty" protobuf:"bytes,4,opt,name=datasetType"`
	// The schema which will be used during the ingestion process of any Dataset resources which specify the DataSource
	Schema Schema `json:"schema,omitempty" protobuf:"bytes,5,opt,name=schema"`
	// Flat file spec define the paramter needed to read a flat file.
	// +kubebuilder:validation:Optional
	FlatFile *FlatFileFormatSpec `json:"flatfile,omitempty" protobuf:"bytes,6,opt,name=flatfile"`
	// If true, this datasource is for labeled data.
	// +kubebuilder:default:=true
	// +kubebuilder:validation:Optional
	Labeled *bool `json:"labeled,omitempty" protobuf:"varint,7,opt,name=labeled"`
	// The specification for how incoming data should be sampled (i.e. how many rows should be used). Applicable
	// primarily for very large datasets
	Sample SampleSpec `json:"sample,omitempty" protobuf:"bytes,9,opt,name=sample"`
	// The default task for Dataset resources created from the Location Source. If null, the task type will default to the
	// the default task type of the Location Product which contains the Location Source
	// +kubebuilder:validation:Optional
	Task *catalog.MLTask `json:"task,omitempty" protobuf:"bytes,10,opt,name=task"`
	// The machine learning subtask relevant to the primary task (text classification, image object detection, etc.)
	// +kubebuilder:default:="none"
	// +kubebuilder:validation:Optional
	SubTask *catalog.MLSubtask `json:"subtask,omitempty" protobuf:"bytes,11,opt,name=subtask"`
	// List of relationships to other data sources
	// +kubebuilder:validation:Optional
	Relationships []RelationshipSpec `json:"relationships,omitempty" protobuf:"bytes,12,rep,name=relationships"`
	// Labeling specificies how to automatically label the dataset using positive and negative rules
	// +kubebuilder:validation:Optional
	Labeling LabelingSpec `json:"labeling,omitempty" protobuf:"bytes,13,rep,name=labeling"`
	// InferredFrom specifies the location of the data that was used to generate the schema of the Location Source
	// +kubebuilder:validation:Optional
	InferredFrom *DataLocation `json:"inferredFrom,omitempty" protobuf:"bytes,14,opt,name=inferredFrom"`
	// The specification for tests for a new dataset
	// +kubebuilder:validation:Optional
	UnitTestsTemplate catalog.TestSuite `json:"unitTestsTemplate,omitempty" protobuf:"bytes,15,opt,name=unitTestsTemplate"`
	// +kubebuilder:validation:Optional
	IngestMethod *catalog.FeatureStoreIngestType `json:"ingestMethod,omitempty" protobuf:"bytes,16,opt,name=ingestMethod"`
}

DataSourceSpec defines the desired state of the DataSource

func (*DataSourceSpec) DeepCopy 

func (in *DataSourceSpec) DeepCopy() *DataSourceSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DataSourceSpec.

func (*DataSourceSpec) DeepCopyInto 

func (in *DataSourceSpec) DeepCopyInto(out *DataSourceSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*DataSourceSpec) Descriptor 

func (*DataSourceSpec) Descriptor() ([]byte, []int)

func (*DataSourceSpec) Marshal 

func (m *DataSourceSpec) Marshal() (dAtA []byte, err error)

func (*DataSourceSpec) MarshalTo 

func (m *DataSourceSpec) MarshalTo(dAtA []byte) (int, error)

func (*DataSourceSpec) MarshalToSizedBuffer 

func (m *DataSourceSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*DataSourceSpec) ProtoMessage 

func (*DataSourceSpec) ProtoMessage()

func (*DataSourceSpec) Reset 

func (m *DataSourceSpec) Reset()

func (*DataSourceSpec) Size 

func (m *DataSourceSpec) Size() (n int)

func (*DataSourceSpec) String 

func (this *DataSourceSpec) String() string

func (*DataSourceSpec) Unmarshal 

func (m *DataSourceSpec) Unmarshal(dAtA []byte) error

func (*DataSourceSpec) XXX_DiscardUnknown 

func (m *DataSourceSpec) XXX_DiscardUnknown()

func (*DataSourceSpec) XXX_Marshal 

func (m *DataSourceSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*DataSourceSpec) XXX_Merge 

func (m *DataSourceSpec) XXX_Merge(src proto.Message)

func (*DataSourceSpec) XXX_Size 

func (m *DataSourceSpec) XXX_Size() int

func (*DataSourceSpec) XXX_Unmarshal 

func (m *DataSourceSpec) XXX_Unmarshal(b []byte) error

type DataSourceStatus 

type DataSourceStatus struct {
	// The number of columns determined to be present in the DataSource's schema
	// +kubebuilder:validation:Minimum=0
	// +kubebuilder:validation:Optional
	Cols int32 `json:"cols,omitempty" protobuf:"varint,1,opt,name=cols"`
	// ObservedGeneration is the last generation that was acted on
	//+kubebuilder:validation:Optional
	ObservedGeneration int64 `json:"observedGeneration,omitempty" protobuf:"varint,2,opt,name=observedGeneration"`
	// Last time the DataSource was used to create a Dataset
	//+kubebuilder:validation:Optional
	LastDatasetCreatedAt *metav1.Time `json:"lastDatasetCreatedAt,omitempty" protobuf:"bytes,3,opt,name=lastDatasetCreatedAt"`
	// The name of the last Dataset created using the DataSource
	//+kubebuilder:validation:Optional
	LastDatasetName string `json:"lastDatasetName,omitempty" protobuf:"bytes,4,opt,name=lastDatasetName"`
	// Last time the object was updated
	//+kubebuilder:validation:Optional
	UpdatedAt *metav1.Time `json:"updatedAt,omitempty" protobuf:"bytes,5,opt,name=updatedAt"`
	// In the case of failure, the DataSource resource controller will set this field with a failure reason
	//+kubebuilder:validation:Optional
	FailureReason *catalog.StatusError `json:"failureReason,omitempty" protobuf:"bytes,6,opt,name=failureReason"`
	// In the case of failure, the DataSource resource controller will set this field with a failure message
	//+kubebuilder:validation:Optional
	FailureMessage *string `json:"failureMessage,omitempty" protobuf:"bytes,7,opt,name=failureMessage"`
	// +patchMergeKey=type
	// +patchStrategy=merge
	// +kubebuilder:validation:Optional
	Conditions []metav1.Condition `json:"conditions,omitempty" patchStrategy:"merge" patchMergeKey:"type" protobuf:"bytes,8,rep,name=conditions"`
}

DataSourceStatus defines the observed state of a DataSource object

func (*DataSourceStatus) DeepCopy 

func (in *DataSourceStatus) DeepCopy() *DataSourceStatus

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DataSourceStatus.

func (*DataSourceStatus) DeepCopyInto 

func (in *DataSourceStatus) DeepCopyInto(out *DataSourceStatus)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*DataSourceStatus) Descriptor 

func (*DataSourceStatus) Descriptor() ([]byte, []int)

func (*DataSourceStatus) Marshal 

func (m *DataSourceStatus) Marshal() (dAtA []byte, err error)

func (*DataSourceStatus) MarshalTo 

func (m *DataSourceStatus) MarshalTo(dAtA []byte) (int, error)

func (*DataSourceStatus) MarshalToSizedBuffer 

func (m *DataSourceStatus) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*DataSourceStatus) ProtoMessage 

func (*DataSourceStatus) ProtoMessage()

func (*DataSourceStatus) Reset 

func (m *DataSourceStatus) Reset()

func (*DataSourceStatus) Size 

func (m *DataSourceStatus) Size() (n int)

func (*DataSourceStatus) String 

func (this *DataSourceStatus) String() string

func (*DataSourceStatus) Unmarshal 

func (m *DataSourceStatus) Unmarshal(dAtA []byte) error

func (*DataSourceStatus) XXX_DiscardUnknown 

func (m *DataSourceStatus) XXX_DiscardUnknown()

func (*DataSourceStatus) XXX_Marshal 

func (m *DataSourceStatus) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*DataSourceStatus) XXX_Merge 

func (m *DataSourceStatus) XXX_Merge(src proto.Message)

func (*DataSourceStatus) XXX_Size 

func (m *DataSourceStatus) XXX_Size() int

func (*DataSourceStatus) XXX_Unmarshal 

func (m *DataSourceStatus) XXX_Unmarshal(b []byte) error

type DatabaseServerType 

type DatabaseServerType string

DatabaseServerType is the type of the database server +kubebuilder:validation:Enum="sqlserver";"mysql";"postgress";"sqlite";"oracle";"presto";"redshift";"apache-hive";"snowflake";"sybase";"vertica";"cockroach-db";"elasticsearch";"informix";"sap-hana";"teradata";"gcp-spanner";"apache-spark";"clickhouse";"greenplum";"couchbase";"exasol" 

const (
	MsSqlServer    DatabaseServerType = "sqlserver"
	MySql          DatabaseServerType = "mysql"
	Postgres       DatabaseServerType = "postgres"
	SqlLite        DatabaseServerType = "sqlite"
	Oracle         DatabaseServerType = "oracle"
	Presto         DatabaseServerType = "presto"
	AmazonRedShift DatabaseServerType = "redshift"
	ApacheHive     DatabaseServerType = "apache-hive"
	Snowflake      DatabaseServerType = "snowflake"
	Sybase         DatabaseServerType = "sybase"
	Vertica        DatabaseServerType = "vertica"
	CockroachDB    DatabaseServerType = "cockroach-db"
	ElasticSearch  DatabaseServerType = "elasticsearch"
	Informix       DatabaseServerType = "informix"
	SAPHana        DatabaseServerType = "sap-hana"
	Teradata       DatabaseServerType = "teradata"
	GcpSpanner     DatabaseServerType = "gcp-spanner"
	ApacheSpark    DatabaseServerType = "apache-spark"
	ClickHouse     DatabaseServerType = "clickhouse"
	GreenPlum      DatabaseServerType = "greenplum"
	Couchbase      DatabaseServerType = "couchbase"
	Exasol         DatabaseServerType = "exasol"
)

type Dataset 

type Dataset struct {
	metav1.TypeMeta   `json:",inline"`
	metav1.ObjectMeta `json:"metadata" protobuf:"bytes,1,opt,name=metadata"`
	Spec              DatasetSpec `json:"spec" protobuf:"bytes,2,opt,name=spec"`
	//+optional
	Status DatasetStatus `json:"status,omitempty" protobuf:"bytes,3,opt,name=status"`
}

+kubebuilder:object:root=true +kubebuilder:resource:path=datasets,shortName=ds,singular=dataset,categories={data,modela,all} +kubebuilder:subresource:status +kubebuilder:storageversion +kubebuilder:printcolumn:name="Status",type="string",JSONPath=".status.phase" +kubebuilder:printcolumn:name="Owner",type="string",JSONPath=".spec.owner" +kubebuilder:printcolumn:name="Version",type="string",JSONPath=".spec.versionName" +kubebuilder:printcolumn:name="Location Source",type="string",JSONPath=".spec.datasourceName" +kubebuilder:printcolumn:name="Type",type="string",JSONPath=".spec.type" +kubebuilder:printcolumn:name="Rows",type="integer",JSONPath=".status.statistics.rows" +kubebuilder:printcolumn:name="Columns",type="integer",JSONPath=".status.statistics.cols" +kubebuilder:printcolumn:name="Size",type="integer",JSONPath=".status.statistics.fileSize" +kubebuilder:printcolumn:name="Age",type="date",JSONPath=".metadata.creationTimestamp",description="" Dataset represents a chunk of data that has been analyzed and stored inside a managed bucket

func ParseDatasetYaml 

func ParseDatasetYaml(content []byte) (*Dataset, error)

func (*Dataset) AddFinalizer 

func (dataset *Dataset) AddFinalizer()

func (Dataset) Archived 

func (dataset Dataset) Archived() bool

func (Dataset) CompletionAlert added in v0.4.601 

func (dataset Dataset) CompletionAlert(tenantRef *v1.ObjectReference, notifierName *string) *infra.Alert

Generate a dataset completion alert

func (Dataset) ConstuctFeatureHistogram added in v0.5.76 

func (dataset Dataset) ConstuctFeatureHistogram() (*FeatureHistogram, error)

func (*Dataset) CreateOrUpdateCond 

func (dataset *Dataset) CreateOrUpdateCond(cond metav1.Condition)

Merge or update condition

func (*Dataset) DeepCopy 

func (in *Dataset) DeepCopy() *Dataset

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new Dataset.

func (*Dataset) DeepCopyInto 

func (in *Dataset) DeepCopyInto(out *Dataset)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*Dataset) DeepCopyObject 

func (in *Dataset) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

func (*Dataset) Default 

func (dataset *Dataset) Default()

func (Dataset) Deleted 

func (dataset Dataset) Deleted() bool

func (*Dataset) Descriptor 

func (*Dataset) Descriptor() ([]byte, []int)

func (Dataset) DriftColumnNames added in v0.4.969 

func (dataset Dataset) DriftColumnNames() []string

return the list of drift. Currently return the drift columns

func (Dataset) ErrorAlert added in v0.4.601 

func (dataset Dataset) ErrorAlert(tenantRef *v1.ObjectReference, notifierName *string, err error) *infra.Alert

func (Dataset) Generated 

func (dataset Dataset) Generated() bool

func (Dataset) GetColumn added in v0.4.969 

func (dataset Dataset) GetColumn(name string) (*ColumnStatistics, error)

Search for a column stat, based on name

func (Dataset) GetCond 

func (dataset Dataset) GetCond(t string) metav1.Condition

func (Dataset) GetCondIdx 

func (dataset Dataset) GetCondIdx(t string) int

func (Dataset) GroupDataFile added in v0.5.212 

func (dataset Dataset) GroupDataFile() string

func (Dataset) GroupDataFolder added in v0.5.209 

func (dataset Dataset) GroupDataFolder() string

func (Dataset) GroupFolder added in v0.5.209 

func (dataset Dataset) GroupFolder() string

func (*Dataset) GroupForecastFile added in v0.5.212 

func (dataset *Dataset) GroupForecastFile() string

func (Dataset) GroupProfileFolder added in v0.5.211 

func (dataset Dataset) GroupProfileFolder() string

func (Dataset) GroupReportFile added in v0.5.212 

func (dataset Dataset) GroupReportFile() string

func (Dataset) Grouped added in v0.5.163 

func (dataset Dataset) Grouped() bool

func (Dataset) GroupsFolder added in v0.5.214 

func (dataset Dataset) GroupsFolder() string

func (Dataset) HasFinalizer 

func (dataset Dataset) HasFinalizer() bool

func (Dataset) IndexFileKey added in v0.5.190 

func (dataset Dataset) IndexFileKey() string

func (Dataset) Ingested 

func (dataset Dataset) Ingested() bool

func (Dataset) IsFailed added in v0.4.675 

func (dataset Dataset) IsFailed() bool

func (Dataset) IsFeatureGroup added in v0.5.387 

func (dataset Dataset) IsFeatureGroup() bool

Answer true if the dataset is used for feature groupp monitoring.

func (Dataset) IsGroup added in v0.5.155 

func (dataset Dataset) IsGroup() bool

func (Dataset) IsInCond 

func (dataset Dataset) IsInCond(ct string) bool

func (Dataset) IsReady 

func (dataset Dataset) IsReady() bool

func (Dataset) ManifestURI added in v0.5.472 

func (dataset Dataset) ManifestURI() string

func (*Dataset) MarkArchived 

func (dataset *Dataset) MarkArchived()

func (*Dataset) MarkGenerated 

func (dataset *Dataset) MarkGenerated()

func (*Dataset) MarkGeneratedFailed 

func (dataset *Dataset) MarkGeneratedFailed(msg string)

func (*Dataset) MarkGenerting 

func (dataset *Dataset) MarkGenerting()

func (*Dataset) MarkGroupFailed added in v0.5.161 

func (dataset *Dataset) MarkGroupFailed(msg string)

func (*Dataset) MarkGroupSuccess added in v0.5.161 

func (dataset *Dataset) MarkGroupSuccess()

func (*Dataset) MarkGrouping added in v0.5.162 

func (dataset *Dataset) MarkGrouping()

func (*Dataset) MarkIngestFailed 

func (dataset *Dataset) MarkIngestFailed(msg string)

func (*Dataset) MarkIngested 

func (dataset *Dataset) MarkIngested()

func (*Dataset) MarkIngesting 

func (dataset *Dataset) MarkIngesting()

func (*Dataset) MarkProfiled 

func (dataset *Dataset) MarkProfiled(uri string)

func (*Dataset) MarkProfiledFailed 

func (dataset *Dataset) MarkProfiledFailed(msg string)

func (*Dataset) MarkProfiling 

func (dataset *Dataset) MarkProfiling()

func (*Dataset) MarkReady 

func (dataset *Dataset) MarkReady()

func (*Dataset) MarkReportFailed 

func (dataset *Dataset) MarkReportFailed(msg string)

func (*Dataset) MarkReported 

func (dataset *Dataset) MarkReported()

func (*Dataset) MarkReporting 

func (dataset *Dataset) MarkReporting()

func (*Dataset) MarkSaved 

func (dataset *Dataset) MarkSaved()

func (*Dataset) MarkSkewColumns 

func (dataset *Dataset) MarkSkewColumns()

func (*Dataset) MarkSnapshotFailed 

func (dataset *Dataset) MarkSnapshotFailed(msg string)

func (*Dataset) MarkSnapshotSuccess 

func (dataset *Dataset) MarkSnapshotSuccess()

func (*Dataset) MarkTakingSnapshot 

func (dataset *Dataset) MarkTakingSnapshot()

func (*Dataset) MarkUnitTestFailed added in v0.5.13 

func (dataset *Dataset) MarkUnitTestFailed(msg string)

func (*Dataset) MarkUnitTested added in v0.5.13 

func (dataset *Dataset) MarkUnitTested()

func (*Dataset) MarkUnitTesting added in v0.5.18 

func (dataset *Dataset) MarkUnitTesting()

func (*Dataset) Marshal 

func (m *Dataset) Marshal() (dAtA []byte, err error)

func (*Dataset) MarshalTo 

func (m *Dataset) MarshalTo(dAtA []byte) (int, error)

func (*Dataset) MarshalToSizedBuffer 

func (m *Dataset) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*Dataset) OpName 

func (r *Dataset) OpName() string

func (*Dataset) Populate 

func (dataset *Dataset) Populate(name string)

func (Dataset) PrintConditions 

func (dataset Dataset) PrintConditions()

func (Dataset) ProfileURI added in v0.5.472 

func (dataset Dataset) ProfileURI() string

func (Dataset) Profiled 

func (dataset Dataset) Profiled() bool

func (*Dataset) ProtoMessage 

func (*Dataset) ProtoMessage()

func (*Dataset) RemoveFinalizer 

func (dataset *Dataset) RemoveFinalizer()

func (Dataset) ReportName 

func (dataset Dataset) ReportName() string

func (Dataset) ReportURI added in v0.5.472 

func (dataset Dataset) ReportURI() string

func (Dataset) Reported 

func (dataset Dataset) Reported() bool

func (*Dataset) Reset 

func (m *Dataset) Reset()

func (Dataset) RootURI added in v0.5.472 

func (dataset Dataset) RootURI() string

func (Dataset) Saved 

func (dataset Dataset) Saved() bool

func (*Dataset) SetupWebhookWithManager 

func (r *Dataset) SetupWebhookWithManager(mgr ctrl.Manager) error

func (*Dataset) Size 

func (m *Dataset) Size() (n int)

func (Dataset) Snapshotted 

func (dataset Dataset) Snapshotted() bool

func (Dataset) StatusString 

func (dataset Dataset) StatusString() string

func (*Dataset) String 

func (this *Dataset) String() string

func (Dataset) TaskIndexFileKey added in v0.5.196 

func (dataset Dataset) TaskIndexFileKey(task string) string

This is the index file for task

func (Dataset) UnitTested added in v0.5.13 

func (dataset Dataset) UnitTested() bool

func (*Dataset) Unmarshal 

func (m *Dataset) Unmarshal(dAtA []byte) error

func (*Dataset) UpdatePhaseFromConditions 

func (dataset *Dataset) UpdatePhaseFromConditions()

update the phase of the study based on its condition

func (Dataset) ValidateCreate 

func (dataset Dataset) ValidateCreate() error

ValidateCreate implements webhook.Validator so a webhook will be registered for the type

func (Dataset) ValidateDelete 

func (dataset Dataset) ValidateDelete() error

func (Dataset) ValidateUpdate 

func (dataset Dataset) ValidateUpdate(old runtime.Object) error

ValidateUpdate implements webhook.Validator so a webhook will be registered for the type

func (Dataset) WorkerIndexFileKey added in v0.5.193 

func (dataset Dataset) WorkerIndexFileKey(workerIndex int, task string) string

Return the location of the worker index file for the key

func (*Dataset) XXX_DiscardUnknown 

func (m *Dataset) XXX_DiscardUnknown()

func (*Dataset) XXX_Marshal 

func (m *Dataset) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*Dataset) XXX_Merge 

func (m *Dataset) XXX_Merge(src proto.Message)

func (*Dataset) XXX_Size 

func (m *Dataset) XXX_Size() int

func (*Dataset) XXX_Unmarshal 

func (m *Dataset) XXX_Unmarshal(b []byte) error

type DatasetConditionType 

type DatasetConditionType string

Condition on the dataset

type DatasetGroupByStatus added in v0.5.172 

type DatasetGroupByStatus struct {
	// The locations of the datasets files. Each file is the group
	// +kubebuilder:validation:Optional
	DatasetsURI string `json:"datasetsURI,omitempty" protobuf:"bytes,1,opt,name=datasetsURI"`
	// The locations of the datasets files.
	// +kubebuilder:validation:Optional
	ProfilesURI string `json:"profilesURI,omitempty" protobuf:"bytes,2,opt,name=profilesURI"`
	// The locations of the report file. One report for each key
	// +kubebuilder:validation:Optional
	ReportsURI string `json:"reportsURI,omitempty" protobuf:"bytes,3,opt,name=reportsURI"`
	// The locations of the report file. One report for each key
	// +kubebuilder:validation:Optional
	UnitTestsURI string `json:"unitTestsURI,omitempty" protobuf:"bytes,4,opt,name=unitTestsURI"`
	// The locations of the time series feature files. The file contain a line for each feature
	// +kubebuilder:validation:Optional
	FeaturesURI string `json:"featuresURI,omitempty" protobuf:"bytes,5,opt,name=featuresURI"`
	// Holds the worker on going result, when a worker finish, we update the location of thier result files
	// +kubebuilder:validation:Optional
	WorkerResults []catalog.WorkerRunResult `json:"workerResults,omitempty" protobuf:"bytes,6,rep,name=workerResults"`
}

Represent the status of a groupby

func (*DatasetGroupByStatus) DeepCopy added in v0.5.173 

func (in *DatasetGroupByStatus) DeepCopy() *DatasetGroupByStatus

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DatasetGroupByStatus.

func (*DatasetGroupByStatus) DeepCopyInto added in v0.5.173 

func (in *DatasetGroupByStatus) DeepCopyInto(out *DatasetGroupByStatus)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*DatasetGroupByStatus) Descriptor added in v0.5.172 

func (*DatasetGroupByStatus) Descriptor() ([]byte, []int)

func (*DatasetGroupByStatus) Marshal added in v0.5.172 

func (m *DatasetGroupByStatus) Marshal() (dAtA []byte, err error)

func (*DatasetGroupByStatus) MarshalTo added in v0.5.172 

func (m *DatasetGroupByStatus) MarshalTo(dAtA []byte) (int, error)

func (*DatasetGroupByStatus) MarshalToSizedBuffer added in v0.5.172 

func (m *DatasetGroupByStatus) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*DatasetGroupByStatus) ProtoMessage added in v0.5.172 

func (*DatasetGroupByStatus) ProtoMessage()

func (*DatasetGroupByStatus) Reset added in v0.5.172 

func (m *DatasetGroupByStatus) Reset()

func (*DatasetGroupByStatus) Size added in v0.5.172 

func (m *DatasetGroupByStatus) Size() (n int)

func (*DatasetGroupByStatus) String added in v0.5.172 

func (this *DatasetGroupByStatus) String() string

func (*DatasetGroupByStatus) Unmarshal added in v0.5.172 

func (m *DatasetGroupByStatus) Unmarshal(dAtA []byte) error

func (*DatasetGroupByStatus) XXX_DiscardUnknown added in v0.5.172 

func (m *DatasetGroupByStatus) XXX_DiscardUnknown()

func (*DatasetGroupByStatus) XXX_Marshal added in v0.5.172 

func (m *DatasetGroupByStatus) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*DatasetGroupByStatus) XXX_Merge added in v0.5.172 

func (m *DatasetGroupByStatus) XXX_Merge(src proto.Message)

func (*DatasetGroupByStatus) XXX_Size added in v0.5.172 

func (m *DatasetGroupByStatus) XXX_Size() int

func (*DatasetGroupByStatus) XXX_Unmarshal added in v0.5.172 

func (m *DatasetGroupByStatus) XXX_Unmarshal(b []byte) error

type DatasetList 

type DatasetList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata,omitempty" protobuf:"bytes,1,opt,name=metadata"`
	Items           []Dataset `json:"items" protobuf:"bytes,2,rep,name=items"`
}

+kubebuilder:object:root=true DatasetList contains a list of Datasets

func (*DatasetList) DeepCopy 

func (in *DatasetList) DeepCopy() *DatasetList

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DatasetList.

func (*DatasetList) DeepCopyInto 

func (in *DatasetList) DeepCopyInto(out *DatasetList)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*DatasetList) DeepCopyObject 

func (in *DatasetList) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

func (*DatasetList) Descriptor 

func (*DatasetList) Descriptor() ([]byte, []int)

func (*DatasetList) Marshal 

func (m *DatasetList) Marshal() (dAtA []byte, err error)

func (*DatasetList) MarshalTo 

func (m *DatasetList) MarshalTo(dAtA []byte) (int, error)

func (*DatasetList) MarshalToSizedBuffer 

func (m *DatasetList) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*DatasetList) ProtoMessage 

func (*DatasetList) ProtoMessage()

func (*DatasetList) Reset 

func (m *DatasetList) Reset()

func (*DatasetList) Size 

func (m *DatasetList) Size() (n int)

func (*DatasetList) String 

func (this *DatasetList) String() string

func (*DatasetList) Unmarshal 

func (m *DatasetList) Unmarshal(dAtA []byte) error

func (*DatasetList) XXX_DiscardUnknown 

func (m *DatasetList) XXX_DiscardUnknown()

func (*DatasetList) XXX_Marshal 

func (m *DatasetList) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*DatasetList) XXX_Merge 

func (m *DatasetList) XXX_Merge(src proto.Message)

func (*DatasetList) XXX_Size 

func (m *DatasetList) XXX_Size() int

func (*DatasetList) XXX_Unmarshal 

func (m *DatasetList) XXX_Unmarshal(b []byte) error

type DatasetPhase 

type DatasetPhase string
const (
	DatasetPhasePending         DatasetPhase = "Pending"    // when generating
	DatasetPhaseGenerating      DatasetPhase = "Generating" // when generating
	DatasetPhaseGenSuccess      DatasetPhase = "GenSuccess" // when synthetic gen success
	DatasetPhaseIngestRunning   DatasetPhase = "Ingesting"
	DatasetPhaseIngestSuccess   DatasetPhase = "Ingested"
	DatasetPhaseGrouping        DatasetPhase = "Grouping"
	DatasetPhaseGrouped         DatasetPhase = "Grouped"
	DatasetPhaseReportRunning   DatasetPhase = "Reporting"
	DatasetPhaseReportSuccess   DatasetPhase = "Reported"
	DatasetPhaseProfileRunning  DatasetPhase = "Profiling"
	DatasetPhaseProfileSuccess  DatasetPhase = "Profiled"
	DatasetPhaseUnitTesting     DatasetPhase = "UnitTesting"
	DatasetPhaseSnapshotRunning DatasetPhase = "TakingSnapshot"
	DatasetPhaseSnapshotSuccess DatasetPhase = "Snapshotted"
	DatasetPhaseFailed          DatasetPhase = "Failed"
	DatasetPhaseAborted         DatasetPhase = "Aborted"
	DatasetPhaseReady           DatasetPhase = "Ready"
)

type DatasetRole added in v0.4.914 

type DatasetRole string

+kubebuilder:validation:Enum="unlabled";"serving";"feedback";"training";"prediction";"featuregroup"; 

const (
	DatasetRoleUnlabeled    DatasetRole = "unlabeled"    // Unlabeled dataset
	DatasetRoleFeatureGroup DatasetRole = "featuregroup" // Unlabeled dataset
	DatasetRoleServing      DatasetRole = "serving"      // Dataset contain serving data.
	DatasetRoleFeedback     DatasetRole = "feedback"     // feedback dataset which was labeled
	DatasetRoleTraining     DatasetRole = "training"     // Regular Labeled dataset
	DatasetRolePrediction   DatasetRole = "prediction"   // Regular Labeled dataset

)

type DatasetSpec 

type DatasetSpec struct {
	// The name of the Account which created the object, which exists in the same tenant as the object
	// +kubebuilder:default:="no-one"
	// +kubebuilder:validation:Optional
	Owner *string `json:"owner,omitempty" protobuf:"bytes,1,opt,name=owner"`
	// The name of the DataProductVersion which describes the version of the resource
	// that exists in the same DataProduct namespace as the resource
	// +kubebuilder:default:=""
	// +kubebuilder:validation:MaxLength=63
	// +kubebuilder:validation:Required
	// +required
	VersionName *string `json:"versionName,omitempty" protobuf:"bytes,2,opt,name=versionName"`
	// The reference to the Location Source resource which exists in the same Location Product namespace as the object.
	// The Location Source must represent the columns and the task type of the Dataset. The validation rules associated with
	// the Location Source will be validated against the raw data of the Dataset once it is created
	// +kubebuilder:validation:Required
	// +kubebuilder:validation:MaxLength=63
	// +kubebuilder:default:=""
	// +required
	DataSourceName *string `json:"datasourceName,omitempty" protobuf:"bytes,3,opt,name=datasourceName"`
	// In case of training data, this is the model class name that created it.
	// +kubebuilder:validation:Optional
	FeatureGroupName *string `json:"featureGroupName,omitempty" protobuf:"bytes,4,opt,name=featureGroupName"`
	// User-provided description of the object
	// +kubebuilder:validation:MaxLength=512
	// +kubebuilder:default:=""
	// +kubebuilder:validation:Optional
	Description *string `json:"description,omitempty" protobuf:"bytes,7,opt,name=description"`
	// User-provided display name of the object
	// +kubebuilder:default:=""
	// +kubebuilder:validation:Optional
	DisplayName *string `json:"displayName,omitempty" protobuf:"bytes,8,opt,name=displayName"`
	// The dataset role
	// +kubebuilder:default:="training"
	// +kubebuilder:validation:Optional
	Role *DatasetRole `json:"role,omitempty" protobuf:"bytes,9,opt,name=role"`
	// Tags attached to the dataset
	// +kubebuilder:validation:Optional
	Tags []string `json:"tags,omitempty" protobuf:"bytes,10,rep,name=tags"`
	// Indicates if a PDF report containing the Dataset's profile should be generated
	// +kubebuilder:default:=true
	// +kubebuilder:validation:Optional
	Reported *bool `json:"reported,omitempty" protobuf:"varint,11,opt,name=reported"`
	// Indicates if the resource controller has created a snapshot of the data in the case that it is being read
	// directly from a database, and must be converted to a flat-file type such as a CSV as a result
	// +kubebuilder:default:=false
	// +kubebuilder:validation:Optional
	Snapshotted *bool `json:"snapshotted,omitempty" protobuf:"varint,12,opt,name=snapshotted"`
	// Indicates if the Dataset should be checked against the validation rules of its Location Source
	// +kubebuilder:default:=true
	// +kubebuilder:validation:Optional
	UnitTested *bool `json:"unitTested,omitempty" protobuf:"varint,13,opt,name=unitTested"`
	// Origin is the location of the data file or database query which holds the raw data of the Dataset. When the Dataset is
	// created, the resource controller will retrieve the data from the location, validate it against its Location Source
	// if applicable, and store it inside the `live` section of the Virtual Bucket resource specified by the location
	// +kubebuilder:validation:Optional
	Origin DataLocation `json:"origin,omitempty" protobuf:"bytes,14,opt,name=origin"`
	// Location is the final location of the data which was copied from the `Origin` location during the ingestion phase.
	// This field is set by the Dataset resource controller and should not be changed by any end-users
	// +kubebuilder:validation:Required
	// +required
	Location DataLocation `json:"location,omitempty" protobuf:"bytes,15,opt,name=location"`
	// Resources specifies the resource requirements which the Dataset will request when creating Jobs to analyze the data
	// +kubebuilder:validation:Optional
	Resources catalog.ResourceSpec `json:"resources,omitempty" protobuf:"bytes,16,opt,name=resources"`
	// The deadline in seconds for all Jobs created by the Dataset
	// +kubebuilder:default:=600
	// +kubebuilder:validation:Optional
	Timeout *int64 `json:"timeout,omitempty" protobuf:"varint,17,opt,name=timeout"`
	// The type of dataset which was uploaded. `tabular` is the only supported type as of the current release
	// +kubebuilder:default:="tabular"
	// +kubebuilder:validation:Optional
	Type *catalog.DatasetType `json:"type,omitempty" protobuf:"bytes,18,opt,name=type"`
	// The specification for how the data should be sampled, if applicable. Sampling may improve dataset and model creation
	// time in the case of very large datasets that are being rapidly prototyped and iterated on
	// +kubebuilder:validation:Optional
	Sample SampleSpec `json:"sample,omitempty" protobuf:"bytes,19,opt,name=sample"`
	// If the dataset is Synthetic , this is the syntactic spec
	// +kubebuilder:validation:Optional
	Synthetic SyntheticSpec `json:"synthetic,omitempty" protobuf:"bytes,20,opt,name=synthetic "`
	// The machine learning task relevant to the Dataset. This field *must* be the same as the Location Source of the object
	// +kubebuilder:validation:Optional
	Task *catalog.MLTask `json:"task,omitempty" protobuf:"bytes,21,opt,name=task"`
	// The machine learning sub task relevant to the Dataset. This field *must* be the same as the Location Source of the object
	// +kubebuilder:default:=none
	// +kubebuilder:validation:Optional
	SubTask *catalog.MLSubtask `json:"subtask,omitempty" protobuf:"bytes,22,opt,name=subtask"`
	// The specification for how to find the correlations of the Dataset's features during the profiling phase.
	// Based on the specification, the data plane will compute the correlation between each feature and will store the highest-scoring
	// +kubebuilder:validation:Optional
	Correlation CorrelationSpec `json:"correlation,omitempty" protobuf:"bytes,23,opt,name=correlation"`
	// Indicates if the Dataset should be quickly processed.
	// If enabled, the validation, profiling, and reporting phases will be skipped.
	// +kubebuilder:default:=false
	// +kubebuilder:validation:Optional
	Fast *bool `json:"fast,omitempty" protobuf:"varint,24,opt,name=fast"`
	// Indicates if the Dataset should be featurized. Features are computed using tsfresh.
	// If the dataset is grouped dataset, a feature will be computed to each group.
	// If enabled, the validation, profiling, and reporting phases will be skipped.
	// +kubebuilder:default:=false
	// +kubebuilder:validation:Optional
	Featurized *bool `json:"featurized,omitempty" protobuf:"varint,25,opt,name=featurized"`
	// The reference to the Lab under which Jobs created by the Dataset will be executed
	// +kubebuilder:validation:Optional
	LabRef v1.ObjectReference `json:"labRef,omitempty" protobuf:"bytes,26,opt,name=labRef"`
	// For dataset that contain feedback information, this is reference to the serving dataset
	// +kubebuilder:validation:Optional
	ServingDatasetRef v1.ObjectReference `json:"servingDatasetRef,omitempty" protobuf:"bytes,27,opt,name=servingDatasetRef"`
	// Used for prediction dataset, contain a reference to the predictor resource that created this dataset
	// +kubebuilder:validation:Optional
	PredictorRef v1.ObjectReference `json:"predictorRef,omitempty" protobuf:"bytes,28,opt,name=predictorRef"`
	// If true generate feature histogram object from this dataset columns.
	// +kubebuilder:default:=true
	// +kubebuilder:validation:Optional
	GenerateFeatureHistogram *bool `json:"generateFeatureHistogram,omitempty" protobuf:"varint,29,opt,name=generateFeatureHistogram"`
	// The specification for tests for a new dataset
	// +kubebuilder:validation:Optional
	UnitTests catalog.TestSuite `json:"unitTests,omitempty" protobuf:"bytes,30,opt,name=unitTests"`
	// Define how to group by the base dataset, before making the forecasts.
	// By default, this dataset is assigned
	GroupBy GroupBySpec `json:"groupBy,omitempty" protobuf:"bytes,31,opt,name=groupBy"`
	// Define how to group by the base dataset, before making the forecasts.
	// By default, this dataset is assigned
	GroupLocations GroupDatasetLocationsSpec `json:"groupLocations,omitempty" protobuf:"bytes,32,opt,name=groupLocations"`
	// If this dataset represent a group in a multi series dataset, these are the values of the group key.
	// +kubebuilder:validation:Optional
	Key []string `json:"key,omitempty" protobuf:"bytes,33,rep,name=key"`
	// For filtering
	// +kubebuilder:validation:Optional
	MinEventTime *metav1.Time `json:"minEventTime,omitempty" protobuf:"bytes,34,opt,name=minEventTime"`
	// For filtering
	// +kubebuilder:validation:Optional
	MaxEventTime *metav1.Time `json:"maxEventTime,omitempty" protobuf:"bytes,35,opt,name=maxEventTime"`
	// The model class for this dataset if the dataset was created by a model class
	// +kubebuilder:validation:Optional
	ModelClassName *string `json:"modelClassName,omitempty" protobuf:"bytes,36,opt,name=modelClassName"`
	// If this report was created by a model class run, this is the run name
	// +kubebuilder:validation:Optional
	ModelClassRunName *string `json:"modelClassRunName,omitempty" protobuf:"bytes,37,opt,name=modelClassRunName"`
	// List the feature groups that were used to create this dataset
	// This is used for lineage.
	// +kubebuilder:validation:Optional
	FeatureGroups []v1.ObjectReference `json:"featureGroups,omitempty" protobuf:"bytes,38,rep,name=featureGroups"`
}

DatasetSpec defines the desired state of the Dataset

func (*DatasetSpec) DeepCopy 

func (in *DatasetSpec) DeepCopy() *DatasetSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DatasetSpec.

func (*DatasetSpec) DeepCopyInto 

func (in *DatasetSpec) DeepCopyInto(out *DatasetSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*DatasetSpec) Descriptor 

func (*DatasetSpec) Descriptor() ([]byte, []int)

func (*DatasetSpec) Marshal 

func (m *DatasetSpec) Marshal() (dAtA []byte, err error)

func (*DatasetSpec) MarshalTo 

func (m *DatasetSpec) MarshalTo(dAtA []byte) (int, error)

func (*DatasetSpec) MarshalToSizedBuffer 

func (m *DatasetSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*DatasetSpec) ProtoMessage 

func (*DatasetSpec) ProtoMessage()

func (*DatasetSpec) Reset 

func (m *DatasetSpec) Reset()

func (*DatasetSpec) Size 

func (m *DatasetSpec) Size() (n int)

func (*DatasetSpec) String 

func (this *DatasetSpec) String() string

func (*DatasetSpec) Unmarshal 

func (m *DatasetSpec) Unmarshal(dAtA []byte) error

func (*DatasetSpec) XXX_DiscardUnknown 

func (m *DatasetSpec) XXX_DiscardUnknown()

func (*DatasetSpec) XXX_Marshal 

func (m *DatasetSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*DatasetSpec) XXX_Merge 

func (m *DatasetSpec) XXX_Merge(src proto.Message)

func (*DatasetSpec) XXX_Size 

func (m *DatasetSpec) XXX_Size() int

func (*DatasetSpec) XXX_Unmarshal 

func (m *DatasetSpec) XXX_Unmarshal(b []byte) error

type DatasetStatistics 

type DatasetStatistics struct {
	// Columns contains the collection of statistics for each feature
	// +kubebuilder:validation:Optional
	Columns []ColumnStatistics `json:"columns,omitempty" protobuf:"bytes,1,rep,name=columns"`
	// Number of rows observed from the data
	// +kubebuilder:validation:Optional
	Rows int32 `json:"rows,omitempty" protobuf:"varint,3,opt,name=rows"`
	// Number of columns observed from the data
	// +kubebuilder:validation:Optional
	Cols int32 `json:"cols,omitempty" protobuf:"varint,4,opt,name=cols"`
	// The file size of the data in bytes
	// +kubebuilder:validation:Optional
	FileSize int32 `json:"fileSize,omitempty" protobuf:"varint,5,opt,name=fileSize"`
	// The top correlations between all features and the target feature
	// +kubebuilder:validation:Optional
	CorrelationsWithTarget []Correlation `json:"correlationsWithTarget,omitempty" protobuf:"bytes,6,rep,name=correlationsWithTarget"`
	// The top correlations between features, computed per the CorrelationSpec of the parent Dataset
	// +kubebuilder:validation:Optional
	TopCorrelations []Correlation `json:"topCorrelations,omitempty" protobuf:"bytes,7,rep,name=topCorrelations"`
}

DatasetStatistics contains statistics about the Dataset's overall data, as well as every feature of the data. The data structure is populated with information during the `Profiling` phase of the parent Dataset.

func (*DatasetStatistics) DeepCopy 

func (in *DatasetStatistics) DeepCopy() *DatasetStatistics

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DatasetStatistics.

func (*DatasetStatistics) DeepCopyInto 

func (in *DatasetStatistics) DeepCopyInto(out *DatasetStatistics)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*DatasetStatistics) Descriptor 

func (*DatasetStatistics) Descriptor() ([]byte, []int)

func (*DatasetStatistics) Marshal 

func (m *DatasetStatistics) Marshal() (dAtA []byte, err error)

func (*DatasetStatistics) MarshalTo 

func (m *DatasetStatistics) MarshalTo(dAtA []byte) (int, error)

func (*DatasetStatistics) MarshalToSizedBuffer 

func (m *DatasetStatistics) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*DatasetStatistics) ProtoMessage 

func (*DatasetStatistics) ProtoMessage()

func (*DatasetStatistics) Reset 

func (m *DatasetStatistics) Reset()

func (*DatasetStatistics) Size 

func (m *DatasetStatistics) Size() (n int)

func (*DatasetStatistics) String 

func (this *DatasetStatistics) String() string

func (*DatasetStatistics) Unmarshal 

func (m *DatasetStatistics) Unmarshal(dAtA []byte) error

func (*DatasetStatistics) XXX_DiscardUnknown 

func (m *DatasetStatistics) XXX_DiscardUnknown()

func (*DatasetStatistics) XXX_Marshal 

func (m *DatasetStatistics) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*DatasetStatistics) XXX_Merge 

func (m *DatasetStatistics) XXX_Merge(src proto.Message)

func (*DatasetStatistics) XXX_Size 

func (m *DatasetStatistics) XXX_Size() int

func (*DatasetStatistics) XXX_Unmarshal 

func (m *DatasetStatistics) XXX_Unmarshal(b []byte) error

type DatasetStatus 

type DatasetStatus struct {
	// Statistics for each column of the Dataset, which are generated during the profiling phase.
	// +kubebuilder:validation:Optional
	Statistics DatasetStatistics `json:"statistics,omitempty" protobuf:"bytes,1,opt,name=statistics"`
	// The current phase of the Dataset progress
	// +kubebuilder:default:="Pending"
	// +kubebuilder:validation:Optional
	Phase DatasetPhase `json:"phase,omitempty" protobuf:"bytes,2,opt,name=phase"`
	// Reference to the report object that was generated for the dataset, which exists in the same Location Product namespace
	// as the object
	// +kubebuilder:validation:Optional
	ReportName string `json:"reportName,omitempty" protobuf:"bytes,3,opt,name=reportName"`
	// The location of report generated during the reporting phase. This field is intended for internal use
	// +kubebuilder:validation:Optional
	ReportURI string `json:"reportURI,omitempty" protobuf:"bytes,4,opt,name=reportURI"`
	// The location of raw profile data. This field is intended for internal use
	// +kubebuilder:validation:Optional
	ProfileURI string `json:"profileURI" protobuf:"bytes,5,opt,name=profileURI"`
	// Whether or not the data was detected as imbalanced
	//+kubebuilder:validation:Optional
	Imbalanced bool `json:"imbalanced,omitempty" protobuf:"varint,6,opt,name=imbalanced"`
	// The location of anomaly file. The file contain the list of rows that were marked as anomaly by an isolation forest.
	// algorithm
	// +kubebuilder:validation:Optional
	AnomaliesURI string `json:"anomaliesURI" protobuf:"bytes,7,opt,name=anomaliesURI"`
	// ObservedGeneration is the last generation that was acted on
	//+kubebuilder:validation:Optional
	ObservedGeneration int64 `json:"observedGeneration,omitempty" protobuf:"varint,8,opt,name=observedGeneration"`
	// List of validation results which are generated for every validation rule associated with the Dataset's Location Source
	//+kubebuilder:validation:Optional
	TestResults catalog.TestSuiteResult `json:"testResults,omitempty" protobuf:"bytes,9,opt,name=testResults"`
	// Last time the Dataset was used with a Study
	//+kubebuilder:validation:Optional
	LastStudyAt *metav1.Time `json:"lastStudyAt,omitempty" protobuf:"bytes,10,opt,name=lastStudyAt"`
	// In the case of failure, the Dataset resource controller will set this field with a failure reason
	//+kubebuilder:validation:Optional
	FailureReason *catalog.StatusError `json:"failureReason,omitempty" protobuf:"bytes,12,opt,name=failureReason"`
	// In the case of failure, the Dataset resource controller will set this field with a failure message
	//+kubebuilder:validation:Optional
	FailureMessage *string `json:"failureMessage,omitempty" protobuf:"bytes,13,opt,name=failureMessage"`
	// The current progress of the Dataset, with a maximum of 100, that is associated with the current phase
	//+kubebuilder:default:=0
	// +kubebuilder:validation:Optional
	Progress int32 `json:"progress,omitempty" protobuf:"varint,14,opt,name=progress"`
	// Sha256 signature of the raw data. Intended for internal use
	// +kubebuilder:default:=""
	// +kubebuilder:validation:Optional
	Hash string `json:"hash,omitempty" protobuf:"bytes,15,opt,name=hash"`
	// The log file specification that determines the location of all logs produced by the object
	Logs catalog.Logs `json:"logs" protobuf:"bytes,16,opt,name=logs"`
	// If the dataset is derived, the name of the Dataset that the object is derived from
	// +kubebuilder:validation:Optional
	DerivedFromDataset *string `json:"derivedFromDataset,omitempty" protobuf:"bytes,17,opt,name=derivedFromDataset"`
	// The last time the object was updated
	//+kubebuilder:validation:Optional
	UpdatedAt *metav1.Time `json:"updatedAt,omitempty" protobuf:"bytes,18,opt,name=updatedAt"`
	// The Docker images used during the analysis of the Dataset
	// +kubebuilder:validation:Optional
	Images catalog.Images `json:"images,omitempty" protobuf:"bytes,19,opt,name=images"`
	// The time that the Dataset finished processing, either due to completion or failure
	// +kubebuilder:validation:Optional
	CompletedAt *metav1.Time `json:"completedAt,omitempty" protobuf:"bytes,21,opt,name=completedAt"`
	// The generated training feature histogram, Empty if no feature histogram generated
	// +kubebuilder:validation:Optional
	FeatureHistogramRef v1.ObjectReference `json:"featureHistogramRef,omitempty" protobuf:"bytes,22,opt,name=featureHistogramRef"`
	// The location of dataset index file
	// +kubebuilder:validation:Optional
	GroupBy DatasetGroupByStatus `json:"groupby,omitempty" protobuf:"bytes,23,opt,name=groupby"`
	// +patchMergeKey=type
	// +patchStrategy=merge
	// +kubebuilder:validation:Optional
	Conditions []metav1.Condition `json:"conditions,omitempty" patchStrategy:"merge" patchMergeKey:"type" protobuf:"bytes,24,rep,name=conditions"`
}

DatasetStatus defines the observed state of a Dataset object

func (*DatasetStatus) DeepCopy 

func (in *DatasetStatus) DeepCopy() *DatasetStatus

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DatasetStatus.

func (*DatasetStatus) DeepCopyInto 

func (in *DatasetStatus) DeepCopyInto(out *DatasetStatus)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*DatasetStatus) Descriptor 

func (*DatasetStatus) Descriptor() ([]byte, []int)

func (*DatasetStatus) Marshal 

func (m *DatasetStatus) Marshal() (dAtA []byte, err error)

func (*DatasetStatus) MarshalTo 

func (m *DatasetStatus) MarshalTo(dAtA []byte) (int, error)

func (*DatasetStatus) MarshalToSizedBuffer 

func (m *DatasetStatus) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*DatasetStatus) ProtoMessage 

func (*DatasetStatus) ProtoMessage()

func (*DatasetStatus) Reset 

func (m *DatasetStatus) Reset()

func (*DatasetStatus) Size 

func (m *DatasetStatus) Size() (n int)

func (*DatasetStatus) String 

func (this *DatasetStatus) String() string

func (*DatasetStatus) Unmarshal 

func (m *DatasetStatus) Unmarshal(dAtA []byte) error

func (*DatasetStatus) XXX_DiscardUnknown 

func (m *DatasetStatus) XXX_DiscardUnknown()

func (*DatasetStatus) XXX_Marshal 

func (m *DatasetStatus) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*DatasetStatus) XXX_Merge 

func (m *DatasetStatus) XXX_Merge(src proto.Message)

func (*DatasetStatus) XXX_Size 

func (m *DatasetStatus) XXX_Size() int

func (*DatasetStatus) XXX_Unmarshal 

func (m *DatasetStatus) XXX_Unmarshal(b []byte) error

type DatasetTemplate 

type DatasetTemplate struct {
	// Standard object's metadata.
	// More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#metadata
	// +kubebuilder:validation:Optional
	metav1.ObjectMeta `json:"metadata" protobuf:"bytes,1,opt,name=metadata"`
	Spec              DatasetSpec `json:"spec" protobuf:"bytes,2,opt,name=spec"`
}

DatasetTemplate is used to generate new datasets

func (*DatasetTemplate) DeepCopy 

func (in *DatasetTemplate) DeepCopy() *DatasetTemplate

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DatasetTemplate.

func (*DatasetTemplate) DeepCopyInto 

func (in *DatasetTemplate) DeepCopyInto(out *DatasetTemplate)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*DatasetTemplate) Descriptor 

func (*DatasetTemplate) Descriptor() ([]byte, []int)

func (*DatasetTemplate) Marshal 

func (m *DatasetTemplate) Marshal() (dAtA []byte, err error)

func (*DatasetTemplate) MarshalTo 

func (m *DatasetTemplate) MarshalTo(dAtA []byte) (int, error)

func (*DatasetTemplate) MarshalToSizedBuffer 

func (m *DatasetTemplate) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*DatasetTemplate) ProtoMessage 

func (*DatasetTemplate) ProtoMessage()

func (*DatasetTemplate) Reset 

func (m *DatasetTemplate) Reset()

func (*DatasetTemplate) Size 

func (m *DatasetTemplate) Size() (n int)

func (*DatasetTemplate) String 

func (this *DatasetTemplate) String() string

func (*DatasetTemplate) Unmarshal 

func (m *DatasetTemplate) Unmarshal(dAtA []byte) error

func (*DatasetTemplate) XXX_DiscardUnknown 

func (m *DatasetTemplate) XXX_DiscardUnknown()

func (*DatasetTemplate) XXX_Marshal 

func (m *DatasetTemplate) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*DatasetTemplate) XXX_Merge 

func (m *DatasetTemplate) XXX_Merge(src proto.Message)

func (*DatasetTemplate) XXX_Size 

func (m *DatasetTemplate) XXX_Size() int

func (*DatasetTemplate) XXX_Unmarshal 

func (m *DatasetTemplate) XXX_Unmarshal(b []byte) error

type Delimiter 

type Delimiter string

Delimiter specify char or group of char +kubebuilder:validation:Enum="crlf";"cr";"lf";"semicolon";"colon";"comma";"tab";"space";"pipe" 

const (
	DelimiterCRLF      Delimiter = "crlf"
	DelimiterCR        Delimiter = "cr"
	DelimiterLF        Delimiter = "lf"
	DelimiterSemicolon Delimiter = "semicolon"
	DelimiterColon     Delimiter = "colon"
	DelimiterComma     Delimiter = "comma"
	DelimiterTab       Delimiter = "tab"
	DelimiterSpace     Delimiter = "space"
	DelimiterPipe      Delimiter = "pipe"
)

type DriftThreshold added in v0.4.1017 

type DriftThreshold struct {
	// The metric type name (e.g. F1 / Accuracy)
	// +kubebuilder:validation:Required
	Metric catalog.Metric `json:"metric" protobuf:"bytes,1,opt,name=metric"`
	// The value of the metric for quantitive observations
	// +kubebuilder:validation:Required
	// +required
	Value float64 `json:"value" protobuf:"bytes,2,opt,name=value"`
}

Define a threshold

func (*DriftThreshold) DeepCopy added in v0.4.1017 

func (in *DriftThreshold) DeepCopy() *DriftThreshold

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DriftThreshold.

func (*DriftThreshold) DeepCopyInto added in v0.4.1017 

func (in *DriftThreshold) DeepCopyInto(out *DriftThreshold)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*DriftThreshold) Descriptor added in v0.4.1017 

func (*DriftThreshold) Descriptor() ([]byte, []int)

func (*DriftThreshold) Marshal added in v0.4.1017 

func (m *DriftThreshold) Marshal() (dAtA []byte, err error)

func (*DriftThreshold) MarshalTo added in v0.4.1017 

func (m *DriftThreshold) MarshalTo(dAtA []byte) (int, error)

func (*DriftThreshold) MarshalToSizedBuffer added in v0.4.1017 

func (m *DriftThreshold) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*DriftThreshold) ProtoMessage added in v0.4.1017 

func (*DriftThreshold) ProtoMessage()

func (*DriftThreshold) Reset added in v0.4.1017 

func (m *DriftThreshold) Reset()

func (*DriftThreshold) Size added in v0.4.1017 

func (m *DriftThreshold) Size() (n int)

func (*DriftThreshold) String added in v0.4.1017 

func (this *DriftThreshold) String() string

func (*DriftThreshold) Unmarshal added in v0.4.1017 

func (m *DriftThreshold) Unmarshal(dAtA []byte) error

func (*DriftThreshold) XXX_DiscardUnknown added in v0.4.1017 

func (m *DriftThreshold) XXX_DiscardUnknown()

func (*DriftThreshold) XXX_Marshal added in v0.4.1017 

func (m *DriftThreshold) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*DriftThreshold) XXX_Merge added in v0.4.1017 

func (m *DriftThreshold) XXX_Merge(src proto.Message)

func (*DriftThreshold) XXX_Size added in v0.4.1017 

func (m *DriftThreshold) XXX_Size() int

func (*DriftThreshold) XXX_Unmarshal added in v0.4.1017 

func (m *DriftThreshold) XXX_Unmarshal(b []byte) error

type Entity 

type Entity struct {
	metav1.TypeMeta   `json:",inline"`
	metav1.ObjectMeta `json:"metadata" protobuf:"bytes,1,opt,name=metadata"`
	Spec              EntitySpec `json:"spec" protobuf:"bytes,2,opt,name=spec"`
	//+optional
	Status EntityStatus `json:"status" protobuf:"bytes,3,opt,name=status"`
}

+kubebuilder:object:root=true +kubebuilder:storageversion +kubebuilder:resource:path=entities,singular=entity,shortName=et,categories={data,modela} +kubebuilder:subresource:status +kubebuilder:printcolumn:name="Ready",type="string",JSONPath=".status.conditions[?(@.type==\"Ready\")].status",description="" +kubebuilder:printcolumn:name="Owner",type="string",JSONPath=".spec.owner" +kubebuilder:printcolumn:name="Description",type="string",JSONPath=".spec.description" +kubebuilder:printcolumn:name="Version",type="string",JSONPath=".spec.version" +kubebuilder:printcolumn:name="JoinKey",type="string",JSONPath=".spec.joinKey" +kubebuilder:printcolumn:name="Age",type="date",JSONPath=".metadata.creationTimestamp",description="" Entity represents a entity object

func (*Entity) AddFinalizer 

func (entity *Entity) AddFinalizer()

func (*Entity) CreateOrUpdateCond 

func (entity *Entity) CreateOrUpdateCond(cond metav1.Condition)

Merge or update condition

func (*Entity) DeepCopy 

func (in *Entity) DeepCopy() *Entity

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new Entity.

func (*Entity) DeepCopyInto 

func (in *Entity) DeepCopyInto(out *Entity)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*Entity) DeepCopyObject 

func (in *Entity) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

func (*Entity) Default 

func (entity *Entity) Default()

No defaults in this current release

func (*Entity) Descriptor 

func (*Entity) Descriptor() ([]byte, []int)

func (*Entity) GetCond 

func (entity *Entity) GetCond(t string) metav1.Condition

func (*Entity) GetCondIdx 

func (entity *Entity) GetCondIdx(t string) int

func (Entity) HasFinalizer 

func (entity Entity) HasFinalizer() bool

func (*Entity) IsGitObj 

func (entity *Entity) IsGitObj() bool

func (Entity) IsReady 

func (entity Entity) IsReady() bool

func (Entity) Key 

func (entity Entity) Key() string

func (*Entity) LabelWithCommit 

func (entity *Entity) LabelWithCommit(commit string, uname string, branch string)

func (*Entity) MarkReady 

func (entity *Entity) MarkReady()

func (*Entity) Marshal 

func (m *Entity) Marshal() (dAtA []byte, err error)

func (*Entity) MarshalTo 

func (m *Entity) MarshalTo(dAtA []byte) (int, error)

func (*Entity) MarshalToSizedBuffer 

func (m *Entity) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*Entity) ProtoMessage 

func (*Entity) ProtoMessage()

func (*Entity) RemoveFinalizer 

func (entity *Entity) RemoveFinalizer()

func (Entity) RepEntry 

func (entity Entity) RepEntry() (string, error)

func (Entity) RepPath 

func (entity Entity) RepPath(root string) (string, error)

Return the on disk rep location

func (*Entity) Reset 

func (m *Entity) Reset()

func (*Entity) SetChanged 

func (entity *Entity) SetChanged()

func (*Entity) SetupWebhookWithManager 

func (entity *Entity) SetupWebhookWithManager(mgr ctrl.Manager) error

Set up the webhook with the manager.

func (*Entity) Size 

func (m *Entity) Size() (n int)

func (*Entity) String 

func (this *Entity) String() string

func (*Entity) Unmarshal 

func (m *Entity) Unmarshal(dAtA []byte) error

func (Entity) ValidateCreate 

func (entity Entity) ValidateCreate() error

ValidateCreate implements webhook.Validator so a webhook will be registered for the type

func (Entity) ValidateDelete 

func (entity Entity) ValidateDelete() error

func (Entity) ValidateUpdate 

func (entity Entity) ValidateUpdate(old runtime.Object) error

ValidateUpdate implements webhook.Validator so a webhook will be registered for the type

func (*Entity) XXX_DiscardUnknown 

func (m *Entity) XXX_DiscardUnknown()

func (*Entity) XXX_Marshal 

func (m *Entity) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*Entity) XXX_Merge 

func (m *Entity) XXX_Merge(src proto.Message)

func (*Entity) XXX_Size 

func (m *Entity) XXX_Size() int

func (*Entity) XXX_Unmarshal 

func (m *Entity) XXX_Unmarshal(b []byte) error

type EntityConditionType 

type EntityConditionType string

Condition on the entity

type EntityList 

type EntityList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata" protobuf:"bytes,1,opt,name=metadata"`
	Items           []Entity `json:"items" protobuf:"bytes,2,rep,name=items"`
}

+kubebuilder:object:root=true EntityList contains a list of Entity

func (*EntityList) DeepCopy 

func (in *EntityList) DeepCopy() *EntityList

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new EntityList.

func (*EntityList) DeepCopyInto 

func (in *EntityList) DeepCopyInto(out *EntityList)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*EntityList) DeepCopyObject 

func (in *EntityList) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

func (*EntityList) Descriptor 

func (*EntityList) Descriptor() ([]byte, []int)

func (*EntityList) Marshal 

func (m *EntityList) Marshal() (dAtA []byte, err error)

func (*EntityList) MarshalTo 

func (m *EntityList) MarshalTo(dAtA []byte) (int, error)

func (*EntityList) MarshalToSizedBuffer 

func (m *EntityList) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*EntityList) ProtoMessage 

func (*EntityList) ProtoMessage()

func (*EntityList) Reset 

func (m *EntityList) Reset()

func (*EntityList) Size 

func (m *EntityList) Size() (n int)

func (*EntityList) String 

func (this *EntityList) String() string

func (*EntityList) Unmarshal 

func (m *EntityList) Unmarshal(dAtA []byte) error

func (*EntityList) XXX_DiscardUnknown 

func (m *EntityList) XXX_DiscardUnknown()

func (*EntityList) XXX_Marshal 

func (m *EntityList) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*EntityList) XXX_Merge 

func (m *EntityList) XXX_Merge(src proto.Message)

func (*EntityList) XXX_Size 

func (m *EntityList) XXX_Size() int

func (*EntityList) XXX_Unmarshal 

func (m *EntityList) XXX_Unmarshal(b []byte) error

type EntitySpec 

type EntitySpec struct {
	// The reference to the tenant which the object exists under
	// +kubebuilder:validation:Optional
	TenantRef *v1.ObjectReference `json:"tenantRef,omitempty" protobuf:"bytes,1,opt,name=tenantRef"`
	// The entity version
	// +kubebuilder:default:=""
	Version *string `json:"version" protobuf:"bytes,2,opt,name=version"`
	// Description of the entity
	// +kubebuilder:default:=""
	// +kubebuilder:validation:Optional
	// +kubebuilder:validation:MaxLength=512
	Description *string `json:"description,omitempty" protobuf:"bytes,3,opt,name=description"`
	// Join keys are the way to join all the feature groups
	// Join key can be either UUID or seq.
	// Entity must have a join key
	JoinKey string `json:"joinKey,omitempty" protobuf:"bytes,4,rep,name=joinKey"`
	// Owner of this Entity
	// +kubebuilder:default:="no-one"
	// +kubebuilder:validation:Pattern="[a-z0-9]([-a-z0-9]*[a-z0-9])?(\\.[a-z0-9]([-a-z0-9]*[a-z0-9])?)*"
	// +kubebuilder:validation:Optional
	Owner *string `json:"owner,omitempty" protobuf:"bytes,5,opt,name=owner"`
	// Tags for this feature groups
	// +kubebuilder:validation:Optional
	Tags []string `json:"tags,omitempty" protobuf:"bytes,6,rep,name=tags"`
}

EntitySpec contain the desired state of a Entity.

func (*EntitySpec) DeepCopy 

func (in *EntitySpec) DeepCopy() *EntitySpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new EntitySpec.

func (*EntitySpec) DeepCopyInto 

func (in *EntitySpec) DeepCopyInto(out *EntitySpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*EntitySpec) Descriptor 

func (*EntitySpec) Descriptor() ([]byte, []int)

func (*EntitySpec) Marshal 

func (m *EntitySpec) Marshal() (dAtA []byte, err error)

func (*EntitySpec) MarshalTo 

func (m *EntitySpec) MarshalTo(dAtA []byte) (int, error)

func (*EntitySpec) MarshalToSizedBuffer 

func (m *EntitySpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*EntitySpec) ProtoMessage 

func (*EntitySpec) ProtoMessage()

func (*EntitySpec) Reset 

func (m *EntitySpec) Reset()

func (*EntitySpec) Size 

func (m *EntitySpec) Size() (n int)

func (*EntitySpec) String 

func (this *EntitySpec) String() string

func (*EntitySpec) Unmarshal 

func (m *EntitySpec) Unmarshal(dAtA []byte) error

func (*EntitySpec) XXX_DiscardUnknown 

func (m *EntitySpec) XXX_DiscardUnknown()

func (*EntitySpec) XXX_Marshal 

func (m *EntitySpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*EntitySpec) XXX_Merge 

func (m *EntitySpec) XXX_Merge(src proto.Message)

func (*EntitySpec) XXX_Size 

func (m *EntitySpec) XXX_Size() int

func (*EntitySpec) XXX_Unmarshal 

func (m *EntitySpec) XXX_Unmarshal(b []byte) error

type EntityStatus 

type EntityStatus struct {
	// ObservedGeneration is the Last generation that was acted on
	//+kubebuilder:validation:Optional
	ObservedGeneration int64 `json:"observedGeneration,omitempty" protobuf:"varint,1,opt,name=observedGeneration"`

	// Last time the object was updated
	//+kubebuilder:validation:Optional
	UpdatedAt *metav1.Time `json:"updatedAt,omitempty" protobuf:"bytes,2,opt,name=updatedAt"`

	// +patchMergeKey=type
	// +patchStrategy=merge
	// +kubebuilder:validation:Optional
	Conditions []metav1.Condition `json:"conditions,omitempty" patchStrategy:"merge" patchMergeKey:"type" protobuf:"bytes,3,rep,name=conditions"`
}

EntityStatus defines the observed state of Entity

func (*EntityStatus) DeepCopy 

func (in *EntityStatus) DeepCopy() *EntityStatus

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new EntityStatus.

func (*EntityStatus) DeepCopyInto 

func (in *EntityStatus) DeepCopyInto(out *EntityStatus)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*EntityStatus) Descriptor 

func (*EntityStatus) Descriptor() ([]byte, []int)

func (*EntityStatus) Marshal 

func (m *EntityStatus) Marshal() (dAtA []byte, err error)

func (*EntityStatus) MarshalTo 

func (m *EntityStatus) MarshalTo(dAtA []byte) (int, error)

func (*EntityStatus) MarshalToSizedBuffer 

func (m *EntityStatus) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*EntityStatus) ProtoMessage 

func (*EntityStatus) ProtoMessage()

func (*EntityStatus) Reset 

func (m *EntityStatus) Reset()

func (*EntityStatus) Size 

func (m *EntityStatus) Size() (n int)

func (*EntityStatus) String 

func (this *EntityStatus) String() string

func (*EntityStatus) Unmarshal 

func (m *EntityStatus) Unmarshal(dAtA []byte) error

func (*EntityStatus) XXX_DiscardUnknown 

func (m *EntityStatus) XXX_DiscardUnknown()

func (*EntityStatus) XXX_Marshal 

func (m *EntityStatus) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*EntityStatus) XXX_Merge 

func (m *EntityStatus) XXX_Merge(src proto.Message)

func (*EntityStatus) XXX_Size 

func (m *EntityStatus) XXX_Size() int

func (*EntityStatus) XXX_Unmarshal 

func (m *EntityStatus) XXX_Unmarshal(b []byte) error

type EscapeChar 

type EscapeChar string

+kubebuilder:validation:Enum="single-quote";"double-quote";"tilda";"none" 

const (
	SingleEscapeChar EscapeChar = "single-quote"
	DoubleEscapeChar EscapeChar = "double-quote"
	TildaEscapeChar  EscapeChar = "tilda"
	NoneEscapeChar   EscapeChar = "none"
)

type ExcelNotebookSpec 

type ExcelNotebookSpec struct {
	// Indicates if the excel reader should use the first sheet that contains data
	// +kubebuilder:default:=false
	// +kubebuilder:validation:Optional
	FirstSheetWithData *bool `json:"firstSheetWithData,omitempty" protobuf:"varint,1,opt,name=firstSheetWithData"`
	// The name of the sheet that exists in the excel file to read data from
	// +kubebuilder:validation:Optional
	SheetName *string `json:"sheetName,omitempty" protobuf:"bytes,2,opt,name=sheetName"`
	// The index of the sheet in the excel file to read data from
	// +kubebuilder:validation:Optional
	SheetIndex *int32 `json:"sheetIndex,omitempty" protobuf:"varint,3,opt,name=sheetIndex"`
	// The position of the row that contains the column names (i.e. the header)
	// +kubebuilder:validation:Optional
	ColumnNamesRow *int32 `json:"columnNameRow,omitempty" protobuf:"varint,4,opt,name=columnNameRow"`
	// The specification for the bounds of the data
	// +kubebuilder:validation:Optional
	Data ExcelSheetArea `json:"data,omitempty" protobuf:"bytes,5,opt,name=data"`
}

ExcelNotebookSpec specifies the format of an excel file

func (*ExcelNotebookSpec) DeepCopy 

func (in *ExcelNotebookSpec) DeepCopy() *ExcelNotebookSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ExcelNotebookSpec.

func (*ExcelNotebookSpec) DeepCopyInto 

func (in *ExcelNotebookSpec) DeepCopyInto(out *ExcelNotebookSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*ExcelNotebookSpec) Descriptor 

func (*ExcelNotebookSpec) Descriptor() ([]byte, []int)

func (*ExcelNotebookSpec) Marshal 

func (m *ExcelNotebookSpec) Marshal() (dAtA []byte, err error)

func (*ExcelNotebookSpec) MarshalTo 

func (m *ExcelNotebookSpec) MarshalTo(dAtA []byte) (int, error)

func (*ExcelNotebookSpec) MarshalToSizedBuffer 

func (m *ExcelNotebookSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*ExcelNotebookSpec) ProtoMessage 

func (*ExcelNotebookSpec) ProtoMessage()

func (*ExcelNotebookSpec) Reset 

func (m *ExcelNotebookSpec) Reset()

func (*ExcelNotebookSpec) Size 

func (m *ExcelNotebookSpec) Size() (n int)

func (*ExcelNotebookSpec) String 

func (this *ExcelNotebookSpec) String() string

func (*ExcelNotebookSpec) Unmarshal 

func (m *ExcelNotebookSpec) Unmarshal(dAtA []byte) error

func (*ExcelNotebookSpec) XXX_DiscardUnknown 

func (m *ExcelNotebookSpec) XXX_DiscardUnknown()

func (*ExcelNotebookSpec) XXX_Marshal 

func (m *ExcelNotebookSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*ExcelNotebookSpec) XXX_Merge 

func (m *ExcelNotebookSpec) XXX_Merge(src proto.Message)

func (*ExcelNotebookSpec) XXX_Size 

func (m *ExcelNotebookSpec) XXX_Size() int

func (*ExcelNotebookSpec) XXX_Unmarshal 

func (m *ExcelNotebookSpec) XXX_Unmarshal(b []byte) error

type ExcelSheetArea 

type ExcelSheetArea struct {
	// Indicates if the excel reader should read the entire sheet; if false, it will read only within the bounds
	// specified by the `To` and `From` fields of the ExcelSheetArea
	// +kubebuilder:default:=false
	EntireSheet *bool `json:"entireSheet,omitempty" protobuf:"varint,1,opt,name=entireSheet"`
	// If reading part of the excel sheet, start with the column in this position
	FromColumn *int32 `json:"fromColumn,omitempty" protobuf:"varint,2,opt,name=fromColumn"`
	// If reading part of the excel sheet, end with the column in this position
	ToColumn *int32 `json:"toColumn,omitempty" protobuf:"varint,3,opt,name=toColumn"`
	// If reading part of the excel sheet, start with the row in this position
	FromRow *int32 `json:"fromRow,omitempty" protobuf:"varint,4,opt,name=fromRow"`
	// If reading part of the excel sheet, end with the row in this position
	ToRow *int32 `json:"toRow,omitempty" protobuf:"varint,5,opt,name=toRow"`
}

ExcelSheetArea specifies the bounds of the data within an excel sheet

func (*ExcelSheetArea) DeepCopy 

func (in *ExcelSheetArea) DeepCopy() *ExcelSheetArea

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ExcelSheetArea.

func (*ExcelSheetArea) DeepCopyInto 

func (in *ExcelSheetArea) DeepCopyInto(out *ExcelSheetArea)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*ExcelSheetArea) Descriptor 

func (*ExcelSheetArea) Descriptor() ([]byte, []int)

func (*ExcelSheetArea) Marshal 

func (m *ExcelSheetArea) Marshal() (dAtA []byte, err error)

func (*ExcelSheetArea) MarshalTo 

func (m *ExcelSheetArea) MarshalTo(dAtA []byte) (int, error)

func (*ExcelSheetArea) MarshalToSizedBuffer 

func (m *ExcelSheetArea) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*ExcelSheetArea) ProtoMessage 

func (*ExcelSheetArea) ProtoMessage()

func (*ExcelSheetArea) Reset 

func (m *ExcelSheetArea) Reset()

func (*ExcelSheetArea) Size 

func (m *ExcelSheetArea) Size() (n int)

func (*ExcelSheetArea) String 

func (this *ExcelSheetArea) String() string

func (*ExcelSheetArea) Unmarshal 

func (m *ExcelSheetArea) Unmarshal(dAtA []byte) error

func (*ExcelSheetArea) XXX_DiscardUnknown 

func (m *ExcelSheetArea) XXX_DiscardUnknown()

func (*ExcelSheetArea) XXX_Marshal 

func (m *ExcelSheetArea) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*ExcelSheetArea) XXX_Merge 

func (m *ExcelSheetArea) XXX_Merge(src proto.Message)

func (*ExcelSheetArea) XXX_Size 

func (m *ExcelSheetArea) XXX_Size() int

func (*ExcelSheetArea) XXX_Unmarshal 

func (m *ExcelSheetArea) XXX_Unmarshal(b []byte) error

type FeatureGroup added in v0.5.282 

type FeatureGroup struct {
	metav1.TypeMeta   `json:",inline"`
	metav1.ObjectMeta `json:"metadata" protobuf:"bytes,1,opt,name=metadata"`
	Spec              FeatureGroupSpec `json:"spec" protobuf:"bytes,2,opt,name=spec"`
	//+optional
	Status FeatureGroupStatus `json:"status" protobuf:"bytes,3,opt,name=status"`
}

+kubebuilder:object:root=true +kubebuilder:storageversion +kubebuilder:resource:path=featuregroups,singular=featuregroup,shortName="fg",categories={data,modela} +kubebuilder:subresource:status +kubebuilder:printcolumn:name="Ready",type="string",JSONPath=".status.conditions[?(@.type==\"Ready\")].status",description="" +kubebuilder:printcolumn:name="Version",type="string",JSONPath=".spec.version" +kubebuilder:printcolumn:name="Entity",type="string",JSONPath=".spec.entityName" +kubebuilder:printcolumn:name="Schedule",type="string",JSONPath=".spec.schedule",description="" +kubebuilder:printcolumn:name="Next Ingest",type="date",JSONPath=".status.ingestSchedule.nextRunAt",description="" +kubebuilder:printcolumn:name="Next Sync",type="date",JSONPath=".status.syncScedule.nextRunAt",description="" +kubebuilder:printcolumn:name="Age",type="date",JSONPath=".metadata.creationTimestamp",description="" +kubebuilder:printcolumn:name="Description",type="string",JSONPath=".spec.description" FeatureGroup represent a group of features

func ParseFeatureGroupYaml added in v0.5.282 

func ParseFeatureGroupYaml(content []byte) (*FeatureGroup, error)

func (*FeatureGroup) AddConfiditions added in v0.5.282 

func (fg *FeatureGroup) AddConfiditions()

func (*FeatureGroup) AddFinalizer added in v0.5.282 

func (fg *FeatureGroup) AddFinalizer()

func (*FeatureGroup) CreateOrUpdateCond added in v0.5.282 

func (fg *FeatureGroup) CreateOrUpdateCond(cond metav1.Condition)

Merge or update condition Merge or update condition

func (*FeatureGroup) DeepCopy added in v0.5.282 

func (in *FeatureGroup) DeepCopy() *FeatureGroup

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new FeatureGroup.

func (*FeatureGroup) DeepCopyInto added in v0.5.282 

func (in *FeatureGroup) DeepCopyInto(out *FeatureGroup)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*FeatureGroup) DeepCopyObject added in v0.5.282 

func (in *FeatureGroup) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

func (*FeatureGroup) Default added in v0.5.282 

func (fg *FeatureGroup) Default()

No defaults in this current release

func (*FeatureGroup) Descriptor added in v0.5.282 

func (*FeatureGroup) Descriptor() ([]byte, []int)

func (FeatureGroup) ErrorAlert added in v0.5.309 

func (fh FeatureGroup) ErrorAlert(tenantRef *v1.ObjectReference, notifierName *string, err error) *infra.Alert

func (FeatureGroup) GetCond added in v0.5.282 

func (fg FeatureGroup) GetCond(t string) metav1.Condition

func (FeatureGroup) GetCondIdx added in v0.5.282 

func (fg FeatureGroup) GetCondIdx(t string) int

func (*FeatureGroup) HasFinalizer added in v0.5.282 

func (fg *FeatureGroup) HasFinalizer() bool

func (FeatureGroup) IsDeleted added in v0.5.315 

func (fg FeatureGroup) IsDeleted() bool

func (*FeatureGroup) IsGitObj added in v0.5.282 

func (fg *FeatureGroup) IsGitObj() bool

func (*FeatureGroup) IsIngesting added in v0.5.373 

func (fg *FeatureGroup) IsIngesting() bool

func (FeatureGroup) IsReady added in v0.5.282 

func (fg FeatureGroup) IsReady() bool

func (*FeatureGroup) IsSynced added in v0.5.315 

func (fg *FeatureGroup) IsSynced() bool

func (*FeatureGroup) IsSynching added in v0.5.373 

func (fg *FeatureGroup) IsSynching() bool

func (FeatureGroup) Key added in v0.5.282 

func (fg FeatureGroup) Key() string

func (*FeatureGroup) LabelWithCommit added in v0.5.282 

func (fg *FeatureGroup) LabelWithCommit(commit string, uname string, branch string)

func (*FeatureGroup) MarkIngestFailed added in v0.5.327 

func (fg *FeatureGroup) MarkIngestFailed(msg string)

func (*FeatureGroup) MarkIngested added in v0.5.327 

func (fg *FeatureGroup) MarkIngested()

func (*FeatureGroup) MarkIngesting added in v0.5.327 

func (fg *FeatureGroup) MarkIngesting()

////////////////////////////////////////////// Ingest //////////////////////////////////////////////

func (*FeatureGroup) MarkReady added in v0.5.282 

func (fg *FeatureGroup) MarkReady()

func (*FeatureGroup) MarkSyncFailed added in v0.5.308 

func (fg *FeatureGroup) MarkSyncFailed(msg string)

func (*FeatureGroup) MarkSynced added in v0.5.306 

func (fg *FeatureGroup) MarkSynced()

func (*FeatureGroup) MarkSyncing added in v0.5.315 

func (fg *FeatureGroup) MarkSyncing()

///////////////////////////////////////////// Sync ////////////////////////////////////////////

func (*FeatureGroup) Marshal added in v0.5.282 

func (m *FeatureGroup) Marshal() (dAtA []byte, err error)

func (*FeatureGroup) MarshalTo added in v0.5.282 

func (m *FeatureGroup) MarshalTo(dAtA []byte) (int, error)

func (*FeatureGroup) MarshalToSizedBuffer added in v0.5.282 

func (m *FeatureGroup) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*FeatureGroup) PrefixLiveURI added in v0.5.472 

func (fg *FeatureGroup) PrefixLiveURI(path string) string

func (*FeatureGroup) ProtoMessage added in v0.5.282 

func (*FeatureGroup) ProtoMessage()

func (*FeatureGroup) RemoveFinalizer added in v0.5.282 

func (fg *FeatureGroup) RemoveFinalizer()

func (*FeatureGroup) RepEntry added in v0.5.282 

func (fg *FeatureGroup) RepEntry() (string, error)

func (*FeatureGroup) RepPath added in v0.5.282 

func (fg *FeatureGroup) RepPath(root string) (string, error)

Return the on disk rep location

func (*FeatureGroup) Reset added in v0.5.282 

func (m *FeatureGroup) Reset()

func (*FeatureGroup) SetChanged added in v0.5.282 

func (fg *FeatureGroup) SetChanged()

func (*FeatureGroup) SetupWebhookWithManager added in v0.5.282 

func (fg *FeatureGroup) SetupWebhookWithManager(mgr ctrl.Manager) error

func (*FeatureGroup) Size added in v0.5.282 

func (m *FeatureGroup) Size() (n int)

func (*FeatureGroup) String added in v0.5.282 

func (this *FeatureGroup) String() string

func (FeatureGroup) TenantName added in v0.5.386 

func (fg FeatureGroup) TenantName() string

func (*FeatureGroup) Unmarshal added in v0.5.282 

func (m *FeatureGroup) Unmarshal(dAtA []byte) error

func (FeatureGroup) ValidateCreate added in v0.5.282 

func (fg FeatureGroup) ValidateCreate() error

ValidateCreate implements webhook.Validator so a webhook will be registered for the type

func (FeatureGroup) ValidateDelete added in v0.5.282 

func (fg FeatureGroup) ValidateDelete() error

func (FeatureGroup) ValidateUpdate added in v0.5.282 

func (fg FeatureGroup) ValidateUpdate(old runtime.Object) error

ValidateUpdate implements webhook.Validator so a webhook will be registered for the type

func (*FeatureGroup) XXX_DiscardUnknown added in v0.5.282 

func (m *FeatureGroup) XXX_DiscardUnknown()

func (*FeatureGroup) XXX_Marshal added in v0.5.282 

func (m *FeatureGroup) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*FeatureGroup) XXX_Merge added in v0.5.282 

func (m *FeatureGroup) XXX_Merge(src proto.Message)

func (*FeatureGroup) XXX_Size added in v0.5.282 

func (m *FeatureGroup) XXX_Size() int

func (*FeatureGroup) XXX_Unmarshal added in v0.5.282 

func (m *FeatureGroup) XXX_Unmarshal(b []byte) error

type FeatureGroupConditionType added in v0.5.282 

type FeatureGroupConditionType string

FeatureGroupConditionType

type FeatureGroupList added in v0.5.282 

type FeatureGroupList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata" protobuf:"bytes,1,opt,name=metadata"`
	Items           []FeatureGroup `json:"items" protobuf:"bytes,2,rep,name=items"`
}

+kubebuilder:object:root=true FeatureList contain a list of feature objects

func (*FeatureGroupList) DeepCopy added in v0.5.282 

func (in *FeatureGroupList) DeepCopy() *FeatureGroupList

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new FeatureGroupList.

func (*FeatureGroupList) DeepCopyInto added in v0.5.282 

func (in *FeatureGroupList) DeepCopyInto(out *FeatureGroupList)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*FeatureGroupList) DeepCopyObject added in v0.5.282 

func (in *FeatureGroupList) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

func (*FeatureGroupList) Descriptor added in v0.5.282 

func (*FeatureGroupList) Descriptor() ([]byte, []int)

func (*FeatureGroupList) Marshal added in v0.5.282 

func (m *FeatureGroupList) Marshal() (dAtA []byte, err error)

func (*FeatureGroupList) MarshalTo added in v0.5.282 

func (m *FeatureGroupList) MarshalTo(dAtA []byte) (int, error)

func (*FeatureGroupList) MarshalToSizedBuffer added in v0.5.282 

func (m *FeatureGroupList) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*FeatureGroupList) ProtoMessage added in v0.5.282 

func (*FeatureGroupList) ProtoMessage()

func (*FeatureGroupList) Reset added in v0.5.282 

func (m *FeatureGroupList) Reset()

func (*FeatureGroupList) Size added in v0.5.282 

func (m *FeatureGroupList) Size() (n int)

func (*FeatureGroupList) String added in v0.5.282 

func (this *FeatureGroupList) String() string

func (*FeatureGroupList) Unmarshal added in v0.5.282 

func (m *FeatureGroupList) Unmarshal(dAtA []byte) error

func (*FeatureGroupList) XXX_DiscardUnknown added in v0.5.282 

func (m *FeatureGroupList) XXX_DiscardUnknown()

func (*FeatureGroupList) XXX_Marshal added in v0.5.282 

func (m *FeatureGroupList) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*FeatureGroupList) XXX_Merge added in v0.5.282 

func (m *FeatureGroupList) XXX_Merge(src proto.Message)

func (*FeatureGroupList) XXX_Size added in v0.5.282 

func (m *FeatureGroupList) XXX_Size() int

func (*FeatureGroupList) XXX_Unmarshal added in v0.5.282 

func (m *FeatureGroupList) XXX_Unmarshal(b []byte) error

type FeatureGroupPhase added in v0.5.306 

type FeatureGroupPhase string
const (
	FeatureGroupPhaseSyncing   FeatureGroupPhase = "Syncing"
	FeatureGroupPhaseIngesting FeatureGroupPhase = "Ingesting"
	FeatureGroupPhaseFailed    FeatureGroupPhase = "Failed"
	FeatureGroupPhaseReady     FeatureGroupPhase = "Ready"
)

type FeatureGroupSpec added in v0.5.282 

type FeatureGroupSpec struct {
	// The reference to the tenant which the object exists under
	// +kubebuilder:validation:Optional
	TenantRef *v1.ObjectReference `json:"tenantRef,omitempty" protobuf:"bytes,1,opt,name=tenantRef"`
	// Owner is the owner of the feature group.
	// +kubebuilder:default:="no-one"
	// +kubebuilder:validation:Pattern="[a-z0-9]([-a-z0-9]*[a-z0-9])?(\\.[a-z0-9]([-a-z0-9]*[a-z0-9])?)*"
	// +kubebuilder:validation:Optional
	Owner *string `json:"owner,omitempty" protobuf:"bytes,2,opt,name=owner"`
	// Version name is the product version for the feature group.
	// +kubebuilder:default:=""
	// +kubebuilder:validation:Optional
	Version *string `json:"version,omitempty" protobuf:"bytes,3,opt,name=version"`
	// Description of the feature group.
	// +kubebuilder:default:=""
	// +kubebuilder:validation:Optional
	// +kubebuilder:validation:MaxLength=512
	Description string `json:"description,omitempty" protobuf:"bytes,4,opt,name=description"`
	// How this group is ingested
	// +kubebuilder:default:="batch"
	// +kubebuilder:validation:Optional
	IngestType *catalog.FeatureStoreIngestType `json:"ingestType,omitempty" protobuf:"bytes,5,opt,name=ingestType"`
	// A feature group must be part of an entity.
	EntityName string `json:"entityName,omitempty" protobuf:"bytes,6,opt,name=entityName"`
	// Tags for this feature groups
	// +kubebuilder:validation:Optional
	Tags []string `json:"tags,omitempty" protobuf:"bytes,7,rep,name=tags"`
	// Schedule for running ingesting the data from the feature.
	// On virtual features (e.g. where the data already reside in a table)
	// The ingest will just perform feature profile, and run the feature group unit tests.
	// +kubebuilder:validation:Optional
	IngestSchedule catalog.RunSchedule `json:"ingestSchedule,omitempty" protobuf:"bytes,8,opt,name=ingestSchedule"`
	// Schedule for running ingesting the data from the feature.
	// On virtual features (e.g. where the data already reside in a table)
	// The ingest will just perform feature profile, and run the feature group unit tests.
	// +kubebuilder:validation:Optional
	SyncSchedule catalog.RunSchedule `json:"syncSchedule,omitempty" protobuf:"bytes,9,opt,name=syncSchedule"`
	// In case where the feature group data is stored as flat file. the flat file format
	// define how to read the file.
	// +kubebuilder:validation:Optional
	FlatFile *FlatFileFormatSpec `json:"flatfile,omitempty" protobuf:"bytes,10,opt,name=flatfile"`
	// The name of the data source which contain the schema for this entity
	// +kubebuilder:validation:Optional
	Schema Schema `json:"schema,omitempty" protobuf:"bytes,11,opt,name=schema"`
	// Unit test to run on data from this feature group upon ingrest.
	// +kubebuilder:validation:Optional
	Tests catalog.TestSuite `json:"tests,omitempty" protobuf:"bytes,12,opt,name=tests"`
	// Specify the data for this feature group
	// This can be a table,  a view or a file on S3.
	// +kubebuilder:validation:Optional
	Location DataLocation `json:"location,omitempty" protobuf:"bytes,13,opt,name=location"`
	// the time column index. Might be null, if the fg does not have time column.
	// +kubebuilder:validation:Optional
	TimeColumn *string `json:"timeColumn,omitempty" protobuf:"bytes,14,opt,name=timeColumn"`
	// The time column format
	// +kubebuilder:validation:Optional
	TimeColumnFormat *string `json:"timeColumnFormat,omitempty" protobuf:"bytes,15,opt,name=timeColumnFormat"`
	// The feature group primary key. This is usually the key that is used to join the feature groups
	// to other feature groups in the entity
	KeyColumn *string `json:"keyColumn,omitempty" protobuf:"bytes,16,opt,name=keyColumn"`
	// Materialization
	// +kubebuilder:validation:Optional
	Materialization MaterializationSpec `json:"materialization,omitempty" protobuf:"bytes,17,opt,name=materialization"`
	// Resources used for ingest and the sync
	//+kubebuilder:validation:Optional
	Resources catalog.ResourceSpec `json:"resources,omitempty" protobuf:"bytes,18,opt,name=resources"`
}

FeatureGroupSpec contain the desired state of a FeatureGroup

func (*FeatureGroupSpec) DeepCopy added in v0.5.282 

func (in *FeatureGroupSpec) DeepCopy() *FeatureGroupSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new FeatureGroupSpec.

func (*FeatureGroupSpec) DeepCopyInto added in v0.5.282 

func (in *FeatureGroupSpec) DeepCopyInto(out *FeatureGroupSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*FeatureGroupSpec) Descriptor added in v0.5.282 

func (*FeatureGroupSpec) Descriptor() ([]byte, []int)

func (*FeatureGroupSpec) Marshal added in v0.5.282 

func (m *FeatureGroupSpec) Marshal() (dAtA []byte, err error)

func (*FeatureGroupSpec) MarshalTo added in v0.5.282 

func (m *FeatureGroupSpec) MarshalTo(dAtA []byte) (int, error)

func (*FeatureGroupSpec) MarshalToSizedBuffer added in v0.5.282 

func (m *FeatureGroupSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*FeatureGroupSpec) ProtoMessage added in v0.5.282 

func (*FeatureGroupSpec) ProtoMessage()

func (*FeatureGroupSpec) Reset added in v0.5.282 

func (m *FeatureGroupSpec) Reset()

func (*FeatureGroupSpec) Size added in v0.5.282 

func (m *FeatureGroupSpec) Size() (n int)

func (*FeatureGroupSpec) String added in v0.5.282 

func (this *FeatureGroupSpec) String() string

func (*FeatureGroupSpec) Unmarshal added in v0.5.282 

func (m *FeatureGroupSpec) Unmarshal(dAtA []byte) error

func (*FeatureGroupSpec) XXX_DiscardUnknown added in v0.5.282 

func (m *FeatureGroupSpec) XXX_DiscardUnknown()

func (*FeatureGroupSpec) XXX_Marshal added in v0.5.282 

func (m *FeatureGroupSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*FeatureGroupSpec) XXX_Merge added in v0.5.282 

func (m *FeatureGroupSpec) XXX_Merge(src proto.Message)

func (*FeatureGroupSpec) XXX_Size added in v0.5.282 

func (m *FeatureGroupSpec) XXX_Size() int

func (*FeatureGroupSpec) XXX_Unmarshal added in v0.5.282 

func (m *FeatureGroupSpec) XXX_Unmarshal(b []byte) error

type FeatureGroupStatus added in v0.5.282 

type FeatureGroupStatus struct {
	Phase FeatureGroupPhase `json:"phase,omitempty" protobuf:"bytes,2,opt,name=phase"`
	// ObservedGeneration is the Last generation that was acted on
	//+kubebuilder:validation:Optional
	ObservedGeneration int64 `json:"observedGeneration,omitempty" protobuf:"varint,3,opt,name=observedGeneration"`
	// Last time the object was updated
	//+kubebuilder:validation:Optional
	UpdatedAt *metav1.Time `json:"updatedAt,omitempty" protobuf:"bytes,4,opt,name=updatedAt"`
	// The current number of rows in the feature group.
	//+kubebuilder:validation:Optional
	Rows int32 `json:"rows,omitempty" protobuf:"varint,5,opt,name=rows"`
	// the ingest schedule status. During ingest we test and profile the current feature group content.
	//+kubebuilder:validation:Optional
	IngestSchedule catalog.RunScheduleStatus `json:"ingestSchedule,omitempty" protobuf:"bytes,7,opt,name=ingestSchedule"`
	// The status of the sync schedule
	//+kubebuilder:validation:Optional
	SyncSchedule catalog.RunScheduleStatus `json:"syncSchedule,omitempty" protobuf:"bytes,8,opt,name=syncSchedule"`
	// Holds the last online table location. set the null when running the sync process
	//+kubebuilder:validation:Optional
	OnlineTable DataLocation `json:"onlineTable,omitempty" protobuf:"bytes,9,opt,name=onelineTable"`
	// The last time an online table was created
	//+kubebuilder:validation:Optional
	OnlineTableCreated *metav1.Time `json:"onlineTableCreated,omitempty" protobuf:"bytes,10,opt,name=onelineTableCreated"`
	// The last monitor dataset name
	//+kubebuilder:validation:Optional
	IngestDatasetName string `json:"ingestDatasetName,omitempty" protobuf:"bytes,11,opt,name=ingestDatasetName"`
	// In the case of failure, the Study resource controller will set this field with a failure reason
	//+kubebuilder:validation:Optional
	FailureReason *catalog.StatusError `json:"failureReason,omitempty" protobuf:"bytes,12,opt,name=failureReason"`
	// In the case of failure, the Study resource controller will set this field with a failure message
	//+kubebuilder:validation:Optional
	FailureMessage *string `json:"failureMessage,omitempty" protobuf:"bytes,13,opt,name=failureMessage"`
	// +patchMergeKey=type
	// +patchStrategy=merge
	// +kubebuilder:validation:Optional
	Conditions []metav1.Condition `json:"conditions,omitempty" patchStrategy:"merge" patchMergeKey:"type" protobuf:"bytes,14,rep,name=conditions"`
}

FeatureStatus defines the observed state of Feature

func (*FeatureGroupStatus) DeepCopy added in v0.5.282 

func (in *FeatureGroupStatus) DeepCopy() *FeatureGroupStatus

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new FeatureGroupStatus.

func (*FeatureGroupStatus) DeepCopyInto added in v0.5.282 

func (in *FeatureGroupStatus) DeepCopyInto(out *FeatureGroupStatus)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*FeatureGroupStatus) Descriptor added in v0.5.282 

func (*FeatureGroupStatus) Descriptor() ([]byte, []int)

func (*FeatureGroupStatus) Marshal added in v0.5.282 

func (m *FeatureGroupStatus) Marshal() (dAtA []byte, err error)

func (*FeatureGroupStatus) MarshalTo added in v0.5.282 

func (m *FeatureGroupStatus) MarshalTo(dAtA []byte) (int, error)

func (*FeatureGroupStatus) MarshalToSizedBuffer added in v0.5.282 

func (m *FeatureGroupStatus) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*FeatureGroupStatus) ProtoMessage added in v0.5.282 

func (*FeatureGroupStatus) ProtoMessage()

func (*FeatureGroupStatus) Reset added in v0.5.282 

func (m *FeatureGroupStatus) Reset()

func (*FeatureGroupStatus) Size added in v0.5.282 

func (m *FeatureGroupStatus) Size() (n int)

func (*FeatureGroupStatus) String added in v0.5.282 

func (this *FeatureGroupStatus) String() string

func (*FeatureGroupStatus) Unmarshal added in v0.5.282 

func (m *FeatureGroupStatus) Unmarshal(dAtA []byte) error

func (*FeatureGroupStatus) XXX_DiscardUnknown added in v0.5.282 

func (m *FeatureGroupStatus) XXX_DiscardUnknown()

func (*FeatureGroupStatus) XXX_Marshal added in v0.5.282 

func (m *FeatureGroupStatus) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*FeatureGroupStatus) XXX_Merge added in v0.5.282 

func (m *FeatureGroupStatus) XXX_Merge(src proto.Message)

func (*FeatureGroupStatus) XXX_Size added in v0.5.282 

func (m *FeatureGroupStatus) XXX_Size() int

func (*FeatureGroupStatus) XXX_Unmarshal added in v0.5.282 

func (m *FeatureGroupStatus) XXX_Unmarshal(b []byte) error

type FeatureHistogram 

type FeatureHistogram struct {
	metav1.TypeMeta   `json:",inline"`
	metav1.ObjectMeta `json:"metadata" protobuf:"bytes,1,opt,name=metadata"`
	Spec              FeatureHistogramSpec `json:"spec" protobuf:"bytes,2,opt,name=spec"`
	//+optional
	Status FeatureHistogramStatus `json:"status,omitempty" protobuf:"bytes,3,opt,name=status"`
}

+kubebuilder:object:root=true +kubebuilder:resource:path=featurehistograms,shortName=fh,singular=featurehistogram,categories={data,modela} +kubebuilder:subresource:status +kubebuilder:printcolumn:name="Status",type="string",JSONPath=".status.phase" +kubebuilder:printcolumn:name="Owner",type="string",JSONPath=".spec.owner" +kubebuilder:printcolumn:name="Description",type="string",JSONPath=".spec.description" +kubebuilder:printcolumn:name="Version",type="string",JSONPath=".spec.versionName" +kubebuilder:printcolumn:name="Live",type="boolean",JSONPath=".spec.live" +kubebuilder:printcolumn:name="Start",type="date",JSONPath=".spec.start" +kubebuilder:printcolumn:name="End",type="date",JSONPath=".spec.end" +kubebuilder:printcolumn:name="Age",type="date",JSONPath=".metadata.creationTimestamp",description="" FeatureHistogram represent a single feature in the feature store.

func ParseFeatureHistogramYaml 

func ParseFeatureHistogramYaml(content []byte) (*FeatureHistogram, error)

func (*FeatureHistogram) AddConditions added in v0.4.514 

func (fh *FeatureHistogram) AddConditions()

func (*FeatureHistogram) AddFinalizer 

func (fh *FeatureHistogram) AddFinalizer()

func (*FeatureHistogram) CreateOrUpdateCond 

func (fh *FeatureHistogram) CreateOrUpdateCond(cond metav1.Condition)

Merge or update condition Merge or update condition

func (*FeatureHistogram) DeepCopy 

func (in *FeatureHistogram) DeepCopy() *FeatureHistogram

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new FeatureHistogram.

func (*FeatureHistogram) DeepCopyInto 

func (in *FeatureHistogram) DeepCopyInto(out *FeatureHistogram)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*FeatureHistogram) DeepCopyObject 

func (in *FeatureHistogram) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

func (*FeatureHistogram) Default 

func (fh *FeatureHistogram) Default()

No defaults in this current release

func (*FeatureHistogram) DefaultDriftThreshold added in v0.5.59 

func (fh *FeatureHistogram) DefaultDriftThreshold(metric catalog.Metric) float64

Used during drift unit test generation

func (*FeatureHistogram) Descriptor 

func (*FeatureHistogram) Descriptor() ([]byte, []int)

func (FeatureHistogram) DriftAlert added in v0.4.976 

func (fh FeatureHistogram) DriftAlert(tenantRef *v1.ObjectReference, notifierName *string, columns []string) *infra.Alert

func (*FeatureHistogram) Drifted added in v0.5.74 

func (fh *FeatureHistogram) Drifted() bool

func (FeatureHistogram) ErrorAlert added in v0.4.976 

func (fh FeatureHistogram) ErrorAlert(tenantRef *v1.ObjectReference, notifierName *string, err error) *infra.Alert

func (*FeatureHistogram) Expired added in v0.5.74 

func (fh *FeatureHistogram) Expired() bool

Return true if the feature histogram is expired

func (*FeatureHistogram) GetCond 

func (fh *FeatureHistogram) GetCond(t string) metav1.Condition

func (FeatureHistogram) GetCondIdx 

func (fh FeatureHistogram) GetCondIdx(t string) int

func (*FeatureHistogram) HasFinalizer 

func (fh *FeatureHistogram) HasFinalizer() bool

func (FeatureHistogram) IsArchived added in v0.4.1023 

func (fh FeatureHistogram) IsArchived() bool

func (*FeatureHistogram) IsGitObj 

func (fh *FeatureHistogram) IsGitObj() bool

func (FeatureHistogram) IsReady 

func (fh FeatureHistogram) IsReady() bool

func (FeatureHistogram) Key 

func (fh FeatureHistogram) Key() string

func (*FeatureHistogram) LabelWithCommit 

func (fh *FeatureHistogram) LabelWithCommit(commit string, uname string, branch string)

func (FeatureHistogram) Live added in v0.5.74 

func (fh FeatureHistogram) Live() bool

func (*FeatureHistogram) MarkDrift added in v0.5.74 

func (fh *FeatureHistogram) MarkDrift()

func (*FeatureHistogram) MarkExpired added in v0.5.74 

func (fh *FeatureHistogram) MarkExpired()

Mark Expired

func (*FeatureHistogram) MarkFailed added in v0.4.975 

func (fh *FeatureHistogram) MarkFailed(msg string)

func (*FeatureHistogram) MarkGenTest added in v0.5.74 

func (fh *FeatureHistogram) MarkGenTest()

MarkGenTest

func (*FeatureHistogram) MarkLive added in v0.5.74 

func (fh *FeatureHistogram) MarkLive()

MarkLive

func (*FeatureHistogram) MarkReady 

func (fh *FeatureHistogram) MarkReady()

func (*FeatureHistogram) MarkReadyToTest added in v0.5.74 

func (fh *FeatureHistogram) MarkReadyToTest()

MarkReadyToTest

func (*FeatureHistogram) MarkUnitTestFailed added in v0.5.44 

func (fh *FeatureHistogram) MarkUnitTestFailed(msg string, stop bool)

func (*FeatureHistogram) MarkUnitTested added in v0.5.44 

func (fh *FeatureHistogram) MarkUnitTested()

func (*FeatureHistogram) MarkUnitTesting added in v0.5.44 

func (fh *FeatureHistogram) MarkUnitTesting()

MarkUnitTesting

func (*FeatureHistogram) Marshal 

func (m *FeatureHistogram) Marshal() (dAtA []byte, err error)

func (*FeatureHistogram) MarshalTo 

func (m *FeatureHistogram) MarshalTo(dAtA []byte) (int, error)

func (*FeatureHistogram) MarshalToSizedBuffer 

func (m *FeatureHistogram) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*FeatureHistogram) ProtoMessage 

func (*FeatureHistogram) ProtoMessage()

func (*FeatureHistogram) RemoveFinalizer 

func (fh *FeatureHistogram) RemoveFinalizer()

func (*FeatureHistogram) RepEntry 

func (fh *FeatureHistogram) RepEntry() (string, error)

func (*FeatureHistogram) RepPath 

func (fh *FeatureHistogram) RepPath(root string) (string, error)

Return the on disk rep location

func (*FeatureHistogram) Reset 

func (m *FeatureHistogram) Reset()

func (*FeatureHistogram) SetChanged 

func (fh *FeatureHistogram) SetChanged()

func (*FeatureHistogram) SetupWebhookWithManager 

func (fh *FeatureHistogram) SetupWebhookWithManager(mgr ctrl.Manager) error

func (*FeatureHistogram) ShouldDetectDriftForColumn added in v0.5.59 

func (fh *FeatureHistogram) ShouldDetectDriftForColumn(column string) bool

Return true if we should detect drift for column

func (*FeatureHistogram) ShouldExpire added in v0.5.77 

func (fh *FeatureHistogram) ShouldExpire(maxPredictions int32) bool

check if we need to expire the feature histogram

func (*FeatureHistogram) ShouldGenerateUnitTest added in v0.5.57 

func (fh *FeatureHistogram) ShouldGenerateUnitTest() bool

Check if we need to generate unit test for this feature histogram

func (*FeatureHistogram) ShouldUnitTest added in v0.5.45 

func (fh *FeatureHistogram) ShouldUnitTest() bool

check if we should compute drift, we should compute drift, if we have no drift parameters, and we pass the historam

func (*FeatureHistogram) Size 

func (m *FeatureHistogram) Size() (n int)

func (*FeatureHistogram) String 

func (this *FeatureHistogram) String() string

func (FeatureHistogram) UnitTested added in v0.5.44 

func (fh FeatureHistogram) UnitTested() bool

func (*FeatureHistogram) Unmarshal 

func (m *FeatureHistogram) Unmarshal(dAtA []byte) error

func (FeatureHistogram) ValidateCreate 

func (fh FeatureHistogram) ValidateCreate() error

ValidateCreate implements webhook.Validator so a webhook will be registered for the type

func (FeatureHistogram) ValidateDelete 

func (fh FeatureHistogram) ValidateDelete() error

func (FeatureHistogram) ValidateUpdate 

func (fh FeatureHistogram) ValidateUpdate(old runtime.Object) error

ValidateUpdate implements webhook.Validator so a webhook will be registered for the type

func (*FeatureHistogram) XXX_DiscardUnknown 

func (m *FeatureHistogram) XXX_DiscardUnknown()

func (*FeatureHistogram) XXX_Marshal 

func (m *FeatureHistogram) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*FeatureHistogram) XXX_Merge 

func (m *FeatureHistogram) XXX_Merge(src proto.Message)

func (*FeatureHistogram) XXX_Size 

func (m *FeatureHistogram) XXX_Size() int

func (*FeatureHistogram) XXX_Unmarshal 

func (m *FeatureHistogram) XXX_Unmarshal(b []byte) error

type FeatureHistogramConditionType 

type FeatureHistogramConditionType string

FeatureHistogramConditionType is the condition of the feature

type FeatureHistogramList 

type FeatureHistogramList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata" protobuf:"bytes,1,opt,name=metadata"`
	Items           []FeatureHistogram `json:"items" protobuf:"bytes,2,rep,name=items"`
}

+kubebuilder:object:root=true FeatureHistogramList contain a list of feature objects

func (*FeatureHistogramList) DeepCopy 

func (in *FeatureHistogramList) DeepCopy() *FeatureHistogramList

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new FeatureHistogramList.

func (*FeatureHistogramList) DeepCopyInto 

func (in *FeatureHistogramList) DeepCopyInto(out *FeatureHistogramList)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*FeatureHistogramList) DeepCopyObject 

func (in *FeatureHistogramList) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

func (*FeatureHistogramList) Descriptor 

func (*FeatureHistogramList) Descriptor() ([]byte, []int)

func (*FeatureHistogramList) Marshal 

func (m *FeatureHistogramList) Marshal() (dAtA []byte, err error)

func (*FeatureHistogramList) MarshalTo 

func (m *FeatureHistogramList) MarshalTo(dAtA []byte) (int, error)

func (*FeatureHistogramList) MarshalToSizedBuffer 

func (m *FeatureHistogramList) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*FeatureHistogramList) ProtoMessage 

func (*FeatureHistogramList) ProtoMessage()

func (*FeatureHistogramList) Reset 

func (m *FeatureHistogramList) Reset()

func (*FeatureHistogramList) Size 

func (m *FeatureHistogramList) Size() (n int)

func (*FeatureHistogramList) String 

func (this *FeatureHistogramList) String() string

func (*FeatureHistogramList) Unmarshal 

func (m *FeatureHistogramList) Unmarshal(dAtA []byte) error

func (*FeatureHistogramList) XXX_DiscardUnknown 

func (m *FeatureHistogramList) XXX_DiscardUnknown()

func (*FeatureHistogramList) XXX_Marshal 

func (m *FeatureHistogramList) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*FeatureHistogramList) XXX_Merge 

func (m *FeatureHistogramList) XXX_Merge(src proto.Message)

func (*FeatureHistogramList) XXX_Size 

func (m *FeatureHistogramList) XXX_Size() int

func (*FeatureHistogramList) XXX_Unmarshal 

func (m *FeatureHistogramList) XXX_Unmarshal(b []byte) error

type FeatureHistogramPhase added in v0.4.975 

type FeatureHistogramPhase string
const (
	FeatureHistogramPhasePending     FeatureHistogramPhase = "Pending"        // when generating
	FeatureHistogramPhaseLive        FeatureHistogramPhase = "Live"           // when the feature histogram is live. I.e. get updated by predictions
	FeatureHistogramPhaseExpired     FeatureHistogramPhase = "Expired"        // when the feature histogram is expired. I.e. get updated by predictions
	FeatureHistogramPhaseGenTest     FeatureHistogramPhase = "GeneratingTest" // when the unit tests are generated
	FeatureHistogramPhaseReadyToTest FeatureHistogramPhase = "ReadyToTest"    // when the unit tests were generated or the histogram has tests
	FeatureHistogramPhaseUnitTesting FeatureHistogramPhase = "UnitTesting"    // when running the unit tests
	FeatureHistogramPhaseDrift       FeatureHistogramPhase = "Drift"          // when one or more column drifted
	FeatureHistogramPhaseReady       FeatureHistogramPhase = "Ready"          // when ready and not drift.
	FeatureHistogramPhaseFailed      FeatureHistogramPhase = "Failed"         // failed in the process.
)

type FeatureHistogramSpec 

type FeatureHistogramSpec struct {
	// The feature owner
	// +kubebuilder:validation:Optional
	// +kubebuilder:default:="no-one"
	Owner *string `json:"owner,omitempty" protobuf:"bytes,1,opt,name=owner"`
	// The product version for the feature.
	// +kubebuilder:default:=""
	// +kubebuilder:validation:Optional
	VersionName *string `json:"versionName,omitempty" protobuf:"bytes,2,opt,name=versionName"`
	// Comments is a description of the feature
	// +kubebuilder:validation:Optional
	// +kubebuilder:default:=""
	// +kubebuilder:validation:MaxLength=512
	Description *string `json:"description,omitempty" protobuf:"bytes,3,opt,name=description"`
	// The list of columns to generate the histograms.
	// +kubebuilder:validation:Optional
	Columns []string `json:"columns,omitempty" protobuf:"bytes,5,rep,name=columns"`
	// A reference to the dataset or predictor that contain the column with this histogram
	// +kubebuilder:validation:Optional
	SourceRef *v1.ObjectReference `json:"sourceRef,omitempty" protobuf:"bytes,6,opt,name=sourceRef"`
	// If true, this is a training dataset feature histogram. If false the histogram was generated during serving.
	// +kubebuilder:default:=false
	// +kubebuilder:validation:Optional
	Training *bool `json:"training,omitempty" protobuf:"varint,7,opt,name=training"`
	// If true, this is an active feature histogram. This feature histogram is being live updated by the predictorlet
	// +kubebuilder:default:=false
	// +kubebuilder:validation:Optional
	Live *bool `json:"live,omitempty" protobuf:"varint,9,opt,name=live"`
	// The start time of this feature histogram. For training dataset histogram this is set to the creation
	// time of the dataset
	// +kubebuilder:validation:Optional
	Start *metav1.Time `json:"start,omitempty" protobuf:"bytes,10,opt,name=start"`
	// The end time of the feature histogram. If reached, the predictor will start a new feature histogram
	// +kubebuilder:validation:Optional
	End *metav1.Time `json:"end,omitempty" protobuf:"bytes,11,opt,name=end"`
	// The histogram to compare to for data drift calc
	// +kubebuilder:validation:Optional
	BaseRef v1.ObjectReference `json:"baseRef,omitempty" protobuf:"bytes,12,opt,name=baseRef"`
	// Define drift thresholds. This is usually assigned from the predictor.
	// +kubebuilder:validation:Optional
	DriftThresholds []DriftThreshold `json:"driftThresholds" protobuf:"bytes,13,rep,name=driftThresholds"`
	// How much time in seconds, we should sync the im memory histograms to etcd
	// Default is one minute.
	// +kubebuilder:default:=60
	// +kubebuilder:validation:Optional
	SyncIntervalSec *int32 `json:"syncIntervalSec,omitempty" protobuf:"varint,14,opt,name=syncIntervalSec"`
	// Test suite for this histogram.
	// +kubebuilder:validation:Optional
	UnitTests catalog.TestSuite `json:"unitTests,omitempty" protobuf:"bytes,15,opt,name=unitTests"`
	// If true, generate the unit tests
	// +kubebuilder:default:=false
	// +kubebuilder:validation:Optional
	GenUnitTests *bool `json:"genUnitTests,omitempty" protobuf:"varint,16,opt,name=genUnitTests"`
	// Filter the filter for this unit test.
	// +kubebuilder:validation:Optional
	FeatureFilter catalog.FeatureFilterType `json:"featureFilter,omitempty" protobuf:"bytes,17,opt,name=featureFilter"`
	// Set the reference type for this unit test
	// +kubebuilder:validation:Optional
	ReferenceType catalog.ReferenceDataType `json:"referenceType,omitempty" protobuf:"bytes,18,opt,name=referenceType"`
}

FeatureHistogramSpec contain the desired state of a FeatureHistogram

func (*FeatureHistogramSpec) DeepCopy 

func (in *FeatureHistogramSpec) DeepCopy() *FeatureHistogramSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new FeatureHistogramSpec.

func (*FeatureHistogramSpec) DeepCopyInto 

func (in *FeatureHistogramSpec) DeepCopyInto(out *FeatureHistogramSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*FeatureHistogramSpec) Descriptor 

func (*FeatureHistogramSpec) Descriptor() ([]byte, []int)

func (*FeatureHistogramSpec) Marshal 

func (m *FeatureHistogramSpec) Marshal() (dAtA []byte, err error)

func (*FeatureHistogramSpec) MarshalTo 

func (m *FeatureHistogramSpec) MarshalTo(dAtA []byte) (int, error)

func (*FeatureHistogramSpec) MarshalToSizedBuffer 

func (m *FeatureHistogramSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*FeatureHistogramSpec) ProtoMessage 

func (*FeatureHistogramSpec) ProtoMessage()

func (*FeatureHistogramSpec) Reset 

func (m *FeatureHistogramSpec) Reset()

func (*FeatureHistogramSpec) Size 

func (m *FeatureHistogramSpec) Size() (n int)

func (*FeatureHistogramSpec) String 

func (this *FeatureHistogramSpec) String() string

func (*FeatureHistogramSpec) Unmarshal 

func (m *FeatureHistogramSpec) Unmarshal(dAtA []byte) error

func (*FeatureHistogramSpec) XXX_DiscardUnknown 

func (m *FeatureHistogramSpec) XXX_DiscardUnknown()

func (*FeatureHistogramSpec) XXX_Marshal 

func (m *FeatureHistogramSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*FeatureHistogramSpec) XXX_Merge 

func (m *FeatureHistogramSpec) XXX_Merge(src proto.Message)

func (*FeatureHistogramSpec) XXX_Size 

func (m *FeatureHistogramSpec) XXX_Size() int

func (*FeatureHistogramSpec) XXX_Unmarshal 

func (m *FeatureHistogramSpec) XXX_Unmarshal(b []byte) error

type FeatureHistogramStatus 

type FeatureHistogramStatus struct {
	// ObservedGeneration is the Last generation that was acted on
	//+kubebuilder:validation:Optional
	ObservedGeneration int64 `json:"observedGeneration,omitempty" protobuf:"varint,1,opt,name=observedGeneration"`
	// The histogram values, map from column name to an histogram
	// +kubebuilder:validation:Optional
	Columns []ColumnHistogram `json:"columns,omitempty" protobuf:"bytes,2,rep,name=columns"`
	// Last time the object was updated
	//+kubebuilder:validation:Optional
	UpdatedAt *metav1.Time `json:"updatedAt,omitempty" protobuf:"bytes,3,opt,name=updatedAt"`
	// The log file specification that determines the location of all logs produced by the object
	// +kubebuilder:validation:Optional
	Logs catalog.Logs `json:"logs,omitempty" protobuf:"bytes,5,opt,name=logs"`
	// The phase of the feature histogram
	// +kubebuilder:validation:Optional
	Phase FeatureHistogramPhase `json:"phase,omitempty" protobuf:"bytes,6,opt,name=phase"`
	// In the case of failure, the Dataset resource controller will set this field with a failure reason
	//+kubebuilder:validation:Optional
	FailureReason catalog.StatusError `json:"failureReason,omitempty" protobuf:"bytes,7,opt,name=failureReason"`
	// In the case of failure, the Dataset resource controller will set this field with a failure message
	//+kubebuilder:validation:Optional
	FailureMessage string `json:"failureMessage,omitempty" protobuf:"bytes,8,opt,name=failureMessage"`
	// Test suite for this histogram.
	//+kubebuilder:validation:Optional
	UnitTestsResult catalog.TestSuiteResult `json:"unitTestsResult,omitempty" protobuf:"bytes,9,opt,name=unitTestsResult"`
	// Total prediction recorded by this feature histograms
	//+kubebuilder:validation:Optional
	Total int32 `json:"total,omitempty" protobuf:"varint,10,opt,name=total"`
	// Errors predictions
	//+kubebuilder:validation:Optional
	Errors int32 `json:"errors,omitempty" protobuf:"varint,11,opt,name=errors"`
	// +patchMergeKey=type
	// +patchStrategy=merge
	// +kubebuilder:validation:Optional
	Conditions []metav1.Condition `json:"conditions,omitempty" patchStrategy:"merge" patchMergeKey:"type" protobuf:"bytes,12,rep,name=conditions"`
}

FeatureHistogramStatus defines the observed state of FeatureHistogram

func (*FeatureHistogramStatus) DeepCopy 

func (in *FeatureHistogramStatus) DeepCopy() *FeatureHistogramStatus

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new FeatureHistogramStatus.

func (*FeatureHistogramStatus) DeepCopyInto 

func (in *FeatureHistogramStatus) DeepCopyInto(out *FeatureHistogramStatus)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*FeatureHistogramStatus) Descriptor 

func (*FeatureHistogramStatus) Descriptor() ([]byte, []int)

func (*FeatureHistogramStatus) Marshal 

func (m *FeatureHistogramStatus) Marshal() (dAtA []byte, err error)

func (*FeatureHistogramStatus) MarshalTo 

func (m *FeatureHistogramStatus) MarshalTo(dAtA []byte) (int, error)

func (*FeatureHistogramStatus) MarshalToSizedBuffer 

func (m *FeatureHistogramStatus) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*FeatureHistogramStatus) ProtoMessage 

func (*FeatureHistogramStatus) ProtoMessage()

func (*FeatureHistogramStatus) Reset 

func (m *FeatureHistogramStatus) Reset()

func (*FeatureHistogramStatus) Size 

func (m *FeatureHistogramStatus) Size() (n int)

func (*FeatureHistogramStatus) String 

func (this *FeatureHistogramStatus) String() string

func (*FeatureHistogramStatus) Unmarshal 

func (m *FeatureHistogramStatus) Unmarshal(dAtA []byte) error

func (*FeatureHistogramStatus) XXX_DiscardUnknown 

func (m *FeatureHistogramStatus) XXX_DiscardUnknown()

func (*FeatureHistogramStatus) XXX_Marshal 

func (m *FeatureHistogramStatus) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*FeatureHistogramStatus) XXX_Merge 

func (m *FeatureHistogramStatus) XXX_Merge(src proto.Message)

func (*FeatureHistogramStatus) XXX_Size 

func (m *FeatureHistogramStatus) XXX_Size() int

func (*FeatureHistogramStatus) XXX_Unmarshal 

func (m *FeatureHistogramStatus) XXX_Unmarshal(b []byte) error

type FlatFileFormatSpec added in v0.4.861 

type FlatFileFormatSpec struct {
	// The file type of incoming data which uses the DataSource (by default, a CSV file)
	// +kubebuilder:default:="csv"
	// +kubebuilder:validation:Optional
	FileType *FlatFileType `json:"fileType,omitempty" protobuf:"bytes,1,opt,name=fileType"`
	// The file format for CSV files, if applicable
	// +kubebuilder:validation:Optional
	Csv CsvFileSpec `json:"csv,omitempty" protobuf:"bytes,2,opt,name=csv"`
	// The file format for Excel files, if applicable
	// +kubebuilder:validation:Optional
	Excel ExcelNotebookSpec `json:"excel,omitempty" protobuf:"bytes,3,opt,name=excel"`
	// The file format for Parquet files, if applicable
	// +kubebuilder:validation:Optional
	Parquet ParquetFileSpec `json:"parquet,omitempty" protobuf:"bytes,4,opt,name=parquet"`
}

FlatFileFormatSpec defines the format for incoming flat-files to be parsed

func (*FlatFileFormatSpec) DeepCopy added in v0.4.861 

func (in *FlatFileFormatSpec) DeepCopy() *FlatFileFormatSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new FlatFileFormatSpec.

func (*FlatFileFormatSpec) DeepCopyInto added in v0.4.861 

func (in *FlatFileFormatSpec) DeepCopyInto(out *FlatFileFormatSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*FlatFileFormatSpec) Descriptor added in v0.4.861 

func (*FlatFileFormatSpec) Descriptor() ([]byte, []int)

func (*FlatFileFormatSpec) Marshal added in v0.4.861 

func (m *FlatFileFormatSpec) Marshal() (dAtA []byte, err error)

func (*FlatFileFormatSpec) MarshalTo added in v0.4.861 

func (m *FlatFileFormatSpec) MarshalTo(dAtA []byte) (int, error)

func (*FlatFileFormatSpec) MarshalToSizedBuffer added in v0.4.861 

func (m *FlatFileFormatSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*FlatFileFormatSpec) ProtoMessage added in v0.4.861 

func (*FlatFileFormatSpec) ProtoMessage()

func (*FlatFileFormatSpec) Reset added in v0.4.861 

func (m *FlatFileFormatSpec) Reset()

func (*FlatFileFormatSpec) Size added in v0.4.861 

func (m *FlatFileFormatSpec) Size() (n int)

func (*FlatFileFormatSpec) String added in v0.4.861 

func (this *FlatFileFormatSpec) String() string

func (*FlatFileFormatSpec) Unmarshal added in v0.4.861 

func (m *FlatFileFormatSpec) Unmarshal(dAtA []byte) error

func (*FlatFileFormatSpec) XXX_DiscardUnknown added in v0.4.861 

func (m *FlatFileFormatSpec) XXX_DiscardUnknown()

func (*FlatFileFormatSpec) XXX_Marshal added in v0.4.861 

func (m *FlatFileFormatSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*FlatFileFormatSpec) XXX_Merge added in v0.4.861 

func (m *FlatFileFormatSpec) XXX_Merge(src proto.Message)

func (*FlatFileFormatSpec) XXX_Size added in v0.4.861 

func (m *FlatFileFormatSpec) XXX_Size() int

func (*FlatFileFormatSpec) XXX_Unmarshal added in v0.4.861 

func (m *FlatFileFormatSpec) XXX_Unmarshal(b []byte) error

type FlatFileType 

type FlatFileType string

FlatFileType represent the type of the file +kubebuilder:validation:Enum="csv";"tsv";"excel";"fwf";"hdf";"html";"json";"pickle";"sas";"stata";"feather";"parquet"; 

const (
	FlatFileTypeCsv     FlatFileType = "csv"
	FlatFileTypeTable   FlatFileType = "tsv"
	FlatFileTypeExcel   FlatFileType = "excel"
	FlatFileTypeFwf     FlatFileType = "fwf"
	FlatFileTypeHdf5    FlatFileType = "hdf"
	FlatFileTypeHtml    FlatFileType = "html"
	FlatFileTypeJson    FlatFileType = "json"
	FlatFileTypePickle  FlatFileType = "pickle"
	FlatFileTypeSas     FlatFileType = "sas"
	FlatFileTypeStata   FlatFileType = "stata"
	FlatFileTypeFeather FlatFileType = "feather"
	FlatFileTypeParquet FlatFileType = "parquet"
)

type GaugeSpec 

type GaugeSpec struct {
	// Dataset is the name of the dataset
	// +kubebuilder:validation:Optional
	DatasetName *string `json:"datasetName,omitempty" protobuf:"bytes,1,opt,name=datasetName"`
	// Column is the name of the column
	// +kubebuilder:validation:Optional
	Column *string `json:"column,omitempty" protobuf:"bytes,2,opt,name=column"`
	// Row is the row number
	// +kubebuilder:validation:Optional
	Row *int32 `json:"row,omitempty" protobuf:"varint,3,opt,name=row"`
	// Scalar the a const value
	// +kubebuilder:validation:Optional
	Scalar *string `json:"scalar,omitempty" protobuf:"bytes,4,opt,name=scalar"`
}

func (*GaugeSpec) DeepCopy 

func (in *GaugeSpec) DeepCopy() *GaugeSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new GaugeSpec.

func (*GaugeSpec) DeepCopyInto 

func (in *GaugeSpec) DeepCopyInto(out *GaugeSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*GaugeSpec) Descriptor 

func (*GaugeSpec) Descriptor() ([]byte, []int)

func (*GaugeSpec) Marshal 

func (m *GaugeSpec) Marshal() (dAtA []byte, err error)

func (*GaugeSpec) MarshalTo 

func (m *GaugeSpec) MarshalTo(dAtA []byte) (int, error)

func (*GaugeSpec) MarshalToSizedBuffer 

func (m *GaugeSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*GaugeSpec) ProtoMessage 

func (*GaugeSpec) ProtoMessage()

func (*GaugeSpec) Reset 

func (m *GaugeSpec) Reset()

func (*GaugeSpec) Size 

func (m *GaugeSpec) Size() (n int)

func (*GaugeSpec) String 

func (this *GaugeSpec) String() string

func (*GaugeSpec) Unmarshal 

func (m *GaugeSpec) Unmarshal(dAtA []byte) error

func (*GaugeSpec) XXX_DiscardUnknown 

func (m *GaugeSpec) XXX_DiscardUnknown()

func (*GaugeSpec) XXX_Marshal 

func (m *GaugeSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*GaugeSpec) XXX_Merge 

func (m *GaugeSpec) XXX_Merge(src proto.Message)

func (*GaugeSpec) XXX_Size 

func (m *GaugeSpec) XXX_Size() int

func (*GaugeSpec) XXX_Unmarshal 

func (m *GaugeSpec) XXX_Unmarshal(b []byte) error

type GitLocation 

type GitLocation struct {
	// The Git Connection resource which exists in the same tenant as the parent DataProduct
	// +kubebuilder:default:=""
	// +kubebuilder:validation:Optional
	GitConnectionName *string `json:"gitConnectionName,omitempty" protobuf:"bytes,1,opt,name=gitConnectionName"`
	// The URL to the destination Git repository
	// +kubebuilder:default:=""
	// +kubebuilder:validation:MaxLength=256
	URL *string `json:"url,omitempty" protobuf:"bytes,2,opt,name=url"`
	// The branch inside the Git repository
	// +kubebuilder:default:=""
	// +kubebuilder:validation:MaxLength=256
	Branch *string `json:"branch,omitempty" protobuf:"bytes,3,opt,name=branch"`
	// Indicates if the repository is private
	// +kubebuilder:default:=true
	Private *bool `json:"private,omitempty" protobuf:"varint,4,opt,name=private"`
}

GitLocation specifies the Git location where Modela will track resources as YAML

func (*GitLocation) DeepCopy 

func (in *GitLocation) DeepCopy() *GitLocation

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new GitLocation.

func (*GitLocation) DeepCopyInto 

func (in *GitLocation) DeepCopyInto(out *GitLocation)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*GitLocation) Descriptor 

func (*GitLocation) Descriptor() ([]byte, []int)

func (*GitLocation) Marshal 

func (m *GitLocation) Marshal() (dAtA []byte, err error)

func (*GitLocation) MarshalTo 

func (m *GitLocation) MarshalTo(dAtA []byte) (int, error)

func (*GitLocation) MarshalToSizedBuffer 

func (m *GitLocation) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*GitLocation) ProtoMessage 

func (*GitLocation) ProtoMessage()

func (*GitLocation) Reset 

func (m *GitLocation) Reset()

func (*GitLocation) Size 

func (m *GitLocation) Size() (n int)

func (*GitLocation) String 

func (this *GitLocation) String() string

func (*GitLocation) Unmarshal 

func (m *GitLocation) Unmarshal(dAtA []byte) error

func (*GitLocation) XXX_DiscardUnknown 

func (m *GitLocation) XXX_DiscardUnknown()

func (*GitLocation) XXX_Marshal 

func (m *GitLocation) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*GitLocation) XXX_Merge 

func (m *GitLocation) XXX_Merge(src proto.Message)

func (*GitLocation) XXX_Size 

func (m *GitLocation) XXX_Size() int

func (*GitLocation) XXX_Unmarshal 

func (m *GitLocation) XXX_Unmarshal(b []byte) error

type GovernanceReviewStatus 

type GovernanceReviewStatus struct {
	// The approval status, which can be approved or rejected
	Result ApprovalType `json:"result,omitempty" protobuf:"bytes,1,opt,name=result"`
	// The date of the approval
	ApprovedAt *metav1.Time `json:"approvedAt,omitempty" protobuf:"bytes,2,opt,name=approvedAt"`
	// Notes taken during the review
	Notes string `json:"notes,omitempty" protobuf:"bytes,3,opt,name=notes"`
}

func (*GovernanceReviewStatus) DeepCopy 

func (in *GovernanceReviewStatus) DeepCopy() *GovernanceReviewStatus

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new GovernanceReviewStatus.

func (*GovernanceReviewStatus) DeepCopyInto 

func (in *GovernanceReviewStatus) DeepCopyInto(out *GovernanceReviewStatus)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*GovernanceReviewStatus) Descriptor 

func (*GovernanceReviewStatus) Descriptor() ([]byte, []int)

func (*GovernanceReviewStatus) Marshal 

func (m *GovernanceReviewStatus) Marshal() (dAtA []byte, err error)

func (*GovernanceReviewStatus) MarshalTo 

func (m *GovernanceReviewStatus) MarshalTo(dAtA []byte) (int, error)

func (*GovernanceReviewStatus) MarshalToSizedBuffer 

func (m *GovernanceReviewStatus) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*GovernanceReviewStatus) ProtoMessage 

func (*GovernanceReviewStatus) ProtoMessage()

func (*GovernanceReviewStatus) Reset 

func (m *GovernanceReviewStatus) Reset()

func (*GovernanceReviewStatus) Size 

func (m *GovernanceReviewStatus) Size() (n int)

func (*GovernanceReviewStatus) String 

func (this *GovernanceReviewStatus) String() string

func (*GovernanceReviewStatus) Unmarshal 

func (m *GovernanceReviewStatus) Unmarshal(dAtA []byte) error

func (*GovernanceReviewStatus) XXX_DiscardUnknown 

func (m *GovernanceReviewStatus) XXX_DiscardUnknown()

func (*GovernanceReviewStatus) XXX_Marshal 

func (m *GovernanceReviewStatus) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*GovernanceReviewStatus) XXX_Merge 

func (m *GovernanceReviewStatus) XXX_Merge(src proto.Message)

func (*GovernanceReviewStatus) XXX_Size 

func (m *GovernanceReviewStatus) XXX_Size() int

func (*GovernanceReviewStatus) XXX_Unmarshal 

func (m *GovernanceReviewStatus) XXX_Unmarshal(b []byte) error

type GovernanceSpec 

type GovernanceSpec struct {
	// Indicates if governance is enabled
	// +kubebuilder:default:=false
	// +kubebuilder:validation:Optional
	Enabled *bool `json:"enabled,omitempty" protobuf:"varint,1,opt,name=enabled"`
	// The country whose regulations are under consideration
	// +kubebuilder:validation:Optional
	Country *string `json:"country,omitempty" protobuf:"bytes,2,opt,name=country"`
	// The account name of the IT reviewer
	// +kubebuilder:validation:Optional
	ITReviewer *string `json:"itReviewer,omitempty" protobuf:"bytes,3,opt,name=itReviewer"`
	// The account name of the compliance reviewer
	// +kubebuilder:validation:Optional
	ComplianceReviewer *string `json:"complianceReviewer,omitempty" protobuf:"bytes,4,opt,name=complianceReviewer"`
	// The account name of the business reviewer
	// +kubebuilder:validation:Optional
	BusinessReviewer *string `json:"businessReviewer,omitempty" protobuf:"bytes,5,opt,name=businessReviewer"`
	// The name of the team members account that goveren this data product.
	// +kubebuilder:validation:Optional
	Members []string `json:"members,omitempty" protobuf:"bytes,6,rep,name=members"`
}

GovernanceSpec describes the governance requirements for models produced under a DataProduct

func (*GovernanceSpec) DeepCopy 

func (in *GovernanceSpec) DeepCopy() *GovernanceSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new GovernanceSpec.

func (*GovernanceSpec) DeepCopyInto 

func (in *GovernanceSpec) DeepCopyInto(out *GovernanceSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*GovernanceSpec) Descriptor 

func (*GovernanceSpec) Descriptor() ([]byte, []int)

func (*GovernanceSpec) Marshal 

func (m *GovernanceSpec) Marshal() (dAtA []byte, err error)

func (*GovernanceSpec) MarshalTo 

func (m *GovernanceSpec) MarshalTo(dAtA []byte) (int, error)

func (*GovernanceSpec) MarshalToSizedBuffer 

func (m *GovernanceSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*GovernanceSpec) ProtoMessage 

func (*GovernanceSpec) ProtoMessage()

func (*GovernanceSpec) Reset 

func (m *GovernanceSpec) Reset()

func (*GovernanceSpec) Size 

func (m *GovernanceSpec) Size() (n int)

func (*GovernanceSpec) String 

func (this *GovernanceSpec) String() string

func (*GovernanceSpec) Unmarshal 

func (m *GovernanceSpec) Unmarshal(dAtA []byte) error

func (*GovernanceSpec) XXX_DiscardUnknown 

func (m *GovernanceSpec) XXX_DiscardUnknown()

func (*GovernanceSpec) XXX_Marshal 

func (m *GovernanceSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*GovernanceSpec) XXX_Merge 

func (m *GovernanceSpec) XXX_Merge(src proto.Message)

func (*GovernanceSpec) XXX_Size 

func (m *GovernanceSpec) XXX_Size() int

func (*GovernanceSpec) XXX_Unmarshal 

func (m *GovernanceSpec) XXX_Unmarshal(b []byte) error

type GovernanceStatus 

type GovernanceStatus struct {
	// The review status for IT department
	// +kubebuilder:validation:Optional
	ITReviewStatus GovernanceReviewStatus `json:"ITReviewStatus,omitempty" protobuf:"bytes,1,opt,name=ITReviewStatus"`
	// The review status for the compliance department
	// +kubebuilder:validation:Optional
	ComplianceReviewStatus GovernanceReviewStatus `json:"complianceReviewStatus,omitempty" protobuf:"bytes,2,opt,name=complianceReviewStatus"`
	// The review status for the management department
	// +kubebuilder:validation:Optional
	BusinessReviewStatus GovernanceReviewStatus `json:"businessReviewStatus,omitempty" protobuf:"bytes,3,opt,name=businessReviewStatus"`
}

GovernanceStatus describes the current state of a governance review for a model

func (*GovernanceStatus) DeepCopy 

func (in *GovernanceStatus) DeepCopy() *GovernanceStatus

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new GovernanceStatus.

func (*GovernanceStatus) DeepCopyInto 

func (in *GovernanceStatus) DeepCopyInto(out *GovernanceStatus)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*GovernanceStatus) Descriptor 

func (*GovernanceStatus) Descriptor() ([]byte, []int)

func (*GovernanceStatus) Marshal 

func (m *GovernanceStatus) Marshal() (dAtA []byte, err error)

func (*GovernanceStatus) MarshalTo 

func (m *GovernanceStatus) MarshalTo(dAtA []byte) (int, error)

func (*GovernanceStatus) MarshalToSizedBuffer 

func (m *GovernanceStatus) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*GovernanceStatus) ProtoMessage 

func (*GovernanceStatus) ProtoMessage()

func (*GovernanceStatus) Reset 

func (m *GovernanceStatus) Reset()

func (*GovernanceStatus) Size 

func (m *GovernanceStatus) Size() (n int)

func (*GovernanceStatus) String 

func (this *GovernanceStatus) String() string

func (*GovernanceStatus) Unmarshal 

func (m *GovernanceStatus) Unmarshal(dAtA []byte) error

func (*GovernanceStatus) XXX_DiscardUnknown 

func (m *GovernanceStatus) XXX_DiscardUnknown()

func (*GovernanceStatus) XXX_Marshal 

func (m *GovernanceStatus) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*GovernanceStatus) XXX_Merge 

func (m *GovernanceStatus) XXX_Merge(src proto.Message)

func (*GovernanceStatus) XXX_Size 

func (m *GovernanceStatus) XXX_Size() int

func (*GovernanceStatus) XXX_Unmarshal 

func (m *GovernanceStatus) XXX_Unmarshal(b []byte) error

type GroupBySpec added in v0.5.174 

type GroupBySpec struct {
	// Enabled the group by, if not enabled, the dataset is treated as defined in the data source.
	// +kubebuilder:validation:Optional
	Enabled *bool `json:"enabled,omitempty" protobuf:"varint,1,opt,name=enabled"`
	// For group forecasting, this is the key of the group
	// If not specify this will be the key from the data source.
	// +kubebuilder:validation:Optional
	GroupBy []string `json:"groupby,omitempty" protobuf:"bytes,2,rep,name=groupby"`
	// The time series frequency, if not specify they freq will be the base freq from the data source.
	// +kubebuilder:default:="day"
	// +kubebuilder:validation:Optional
	Freq *catalog.Freq `json:"freq,omitempty" protobuf:"bytes,3,opt,name=freq"`
	// The interval to forecast at this level. If not specify the interval will be the base interval
	// the data source
	// +kubebuilder:default:=1
	// +kubebuilder:validation:Optional
	Interval *int32 `json:"interval,omitempty" protobuf:"varint,4,opt,name=interval"`
	// Aggregation function. Define how to aggregate
	// By default this is the aggregation function from the data source.
	// +kubebuilder:default:="sum"
	// +kubebuilder:validation:Optional
	Aggr catalog.Aggregate `json:"aggr,omitempty" protobuf:"bytes,5,opt,name=aggr"`
}

Define how to group by the data, before processing.

func (*GroupBySpec) DeepCopy added in v0.5.174 

func (in *GroupBySpec) DeepCopy() *GroupBySpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new GroupBySpec.

func (*GroupBySpec) DeepCopyInto added in v0.5.174 

func (in *GroupBySpec) DeepCopyInto(out *GroupBySpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*GroupBySpec) Descriptor added in v0.5.174 

func (*GroupBySpec) Descriptor() ([]byte, []int)

func (*GroupBySpec) Marshal added in v0.5.174 

func (m *GroupBySpec) Marshal() (dAtA []byte, err error)

func (*GroupBySpec) MarshalTo added in v0.5.174 

func (m *GroupBySpec) MarshalTo(dAtA []byte) (int, error)

func (*GroupBySpec) MarshalToSizedBuffer added in v0.5.174 

func (m *GroupBySpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*GroupBySpec) ProtoMessage added in v0.5.174 

func (*GroupBySpec) ProtoMessage()

func (*GroupBySpec) Reset added in v0.5.174 

func (m *GroupBySpec) Reset()

func (*GroupBySpec) Size added in v0.5.174 

func (m *GroupBySpec) Size() (n int)

func (*GroupBySpec) String added in v0.5.174 

func (this *GroupBySpec) String() string

func (*GroupBySpec) Unmarshal added in v0.5.174 

func (m *GroupBySpec) Unmarshal(dAtA []byte) error

func (GroupBySpec) Validate added in v0.5.515 

func (gb GroupBySpec) Validate(field string) ([]metav1.StatusCause, bool)

func (*GroupBySpec) XXX_DiscardUnknown added in v0.5.174 

func (m *GroupBySpec) XXX_DiscardUnknown()

func (*GroupBySpec) XXX_Marshal added in v0.5.174 

func (m *GroupBySpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*GroupBySpec) XXX_Merge added in v0.5.174 

func (m *GroupBySpec) XXX_Merge(src proto.Message)

func (*GroupBySpec) XXX_Size added in v0.5.174 

func (m *GroupBySpec) XXX_Size() int

func (*GroupBySpec) XXX_Unmarshal added in v0.5.174 

func (m *GroupBySpec) XXX_Unmarshal(b []byte) error

type GroupDatasetLocationsSpec added in v0.5.210 

type GroupDatasetLocationsSpec struct {
	// The root folder of all the groups
	GroupsRoot *string `json:"groupsRoot,omitempty" protobuf:"bytes,1,opt,name=groupsRoot"`
	// The root of the group folders and files
	// +kubebuilder:validation:Optional
	GroupRoot *string `json:"groupRoot,omitempty" protobuf:"bytes,2,opt,name=groupRoot"`
	// The folder of group data
	// +kubebuilder:validation:Optional
	GroupDataFolder *string `json:"groupDataFolder,omitempty" protobuf:"bytes,3,opt,name=groupDataFolder"`
	// The folder of group data
	// +kubebuilder:validation:Optional
	GroupDataFile *string `json:"groupDataFile,omitempty" protobuf:"bytes,4,opt,name=groupDataFile"`
	// The folder group data profile
	// +kubebuilder:validation:Optional
	GroupProfileFolder *string `json:"groupProfileFolder,omitempty" protobuf:"bytes,5,opt,name=groupProfileFolder"`
	// The path of the group report
	// +kubebuilder:validation:Optional
	GroupReportFile *string `json:"groupReportFile,omitempty" protobuf:"bytes,6,opt,name=groupReportFile"`
	// The path of the group features files
	// +kubebuilder:validation:Optional
	GroupFeaturesFile *string `json:"groupFeaturesFile,omitempty" protobuf:"bytes,7,opt,name=groupFeaturesFile"`
}

If this is a group dataset , the group spec contain the location of the different artifacts

func (*GroupDatasetLocationsSpec) DeepCopy added in v0.5.249 

func (in *GroupDatasetLocationsSpec) DeepCopy() *GroupDatasetLocationsSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new GroupDatasetLocationsSpec.

func (*GroupDatasetLocationsSpec) DeepCopyInto added in v0.5.249 

func (in *GroupDatasetLocationsSpec) DeepCopyInto(out *GroupDatasetLocationsSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*GroupDatasetLocationsSpec) Descriptor added in v0.5.210 

func (*GroupDatasetLocationsSpec) Descriptor() ([]byte, []int)

func (*GroupDatasetLocationsSpec) Marshal added in v0.5.210 

func (m *GroupDatasetLocationsSpec) Marshal() (dAtA []byte, err error)

func (*GroupDatasetLocationsSpec) MarshalTo added in v0.5.210 

func (m *GroupDatasetLocationsSpec) MarshalTo(dAtA []byte) (int, error)

func (*GroupDatasetLocationsSpec) MarshalToSizedBuffer added in v0.5.210 

func (m *GroupDatasetLocationsSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*GroupDatasetLocationsSpec) ProtoMessage added in v0.5.210 

func (*GroupDatasetLocationsSpec) ProtoMessage()

func (*GroupDatasetLocationsSpec) Reset added in v0.5.210 

func (m *GroupDatasetLocationsSpec) Reset()

func (*GroupDatasetLocationsSpec) Size added in v0.5.210 

func (m *GroupDatasetLocationsSpec) Size() (n int)

func (*GroupDatasetLocationsSpec) String added in v0.5.210 

func (this *GroupDatasetLocationsSpec) String() string

func (*GroupDatasetLocationsSpec) Unmarshal added in v0.5.210 

func (m *GroupDatasetLocationsSpec) Unmarshal(dAtA []byte) error

func (*GroupDatasetLocationsSpec) XXX_DiscardUnknown added in v0.5.210 

func (m *GroupDatasetLocationsSpec) XXX_DiscardUnknown()

func (*GroupDatasetLocationsSpec) XXX_Marshal added in v0.5.210 

func (m *GroupDatasetLocationsSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*GroupDatasetLocationsSpec) XXX_Merge added in v0.5.210 

func (m *GroupDatasetLocationsSpec) XXX_Merge(src proto.Message)

func (*GroupDatasetLocationsSpec) XXX_Size added in v0.5.210 

func (m *GroupDatasetLocationsSpec) XXX_Size() int

func (*GroupDatasetLocationsSpec) XXX_Unmarshal added in v0.5.210 

func (m *GroupDatasetLocationsSpec) XXX_Unmarshal(b []byte) error

type HistogramSpec 

type HistogramSpec struct {
	// Dataset is the name of the dataset
	// +kubebuilder:validation:Optional
	DatasetName *string `json:"datasetName,omitempty" protobuf:"bytes,1,opt,name=datasetName"`
	// name of the X column
	// +kubebuilder:validation:Optional
	X *string `json:"x,omitempty" protobuf:"bytes,2,opt,name=x"`
	// Show borther
	// +kubebuilder:validation:Optional
	Bins *int32 `json:"bins,omitempty" protobuf:"varint,3,opt,name=bins"`
}

func (*HistogramSpec) DeepCopy 

func (in *HistogramSpec) DeepCopy() *HistogramSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new HistogramSpec.

func (*HistogramSpec) DeepCopyInto 

func (in *HistogramSpec) DeepCopyInto(out *HistogramSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*HistogramSpec) Descriptor 

func (*HistogramSpec) Descriptor() ([]byte, []int)

func (*HistogramSpec) Marshal 

func (m *HistogramSpec) Marshal() (dAtA []byte, err error)

func (*HistogramSpec) MarshalTo 

func (m *HistogramSpec) MarshalTo(dAtA []byte) (int, error)

func (*HistogramSpec) MarshalToSizedBuffer 

func (m *HistogramSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*HistogramSpec) ProtoMessage 

func (*HistogramSpec) ProtoMessage()

func (*HistogramSpec) Reset 

func (m *HistogramSpec) Reset()

func (*HistogramSpec) Size 

func (m *HistogramSpec) Size() (n int)

func (*HistogramSpec) String 

func (this *HistogramSpec) String() string

func (*HistogramSpec) Unmarshal 

func (m *HistogramSpec) Unmarshal(dAtA []byte) error

func (*HistogramSpec) XXX_DiscardUnknown 

func (m *HistogramSpec) XXX_DiscardUnknown()

func (*HistogramSpec) XXX_Marshal 

func (m *HistogramSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*HistogramSpec) XXX_Merge 

func (m *HistogramSpec) XXX_Merge(src proto.Message)

func (*HistogramSpec) XXX_Size 

func (m *HistogramSpec) XXX_Size() int

func (*HistogramSpec) XXX_Unmarshal 

func (m *HistogramSpec) XXX_Unmarshal(b []byte) error

type ImageLocation 

type ImageLocation struct {
	// The canonical name of the image repository. If not set, it will default to docker/{dataproduct_name}
	// +kubebuilder:default:=""
	// +kubebuilder:validation:MaxLength=256
	Name *string `json:"name,omitempty" protobuf:"bytes,1,opt,name=name"`
	// The image repository Connection resource which exists in the same tenant as the parent DataProduct. If the field
	// is not set, Modela will ignore the image location and not push images
	// +kubebuilder:default:=""
	RegistryConnectionName *string `json:"registryConnectionName,omitempty" protobuf:"bytes,2,opt,name=registryConnectionName"`
}

ImageLocation specifies the destination for all model images produced under a DataProduct

func (*ImageLocation) DeepCopy 

func (in *ImageLocation) DeepCopy() *ImageLocation

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ImageLocation.

func (*ImageLocation) DeepCopyInto 

func (in *ImageLocation) DeepCopyInto(out *ImageLocation)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*ImageLocation) Descriptor 

func (*ImageLocation) Descriptor() ([]byte, []int)

func (*ImageLocation) Marshal 

func (m *ImageLocation) Marshal() (dAtA []byte, err error)

func (*ImageLocation) MarshalTo 

func (m *ImageLocation) MarshalTo(dAtA []byte) (int, error)

func (*ImageLocation) MarshalToSizedBuffer 

func (m *ImageLocation) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*ImageLocation) ProtoMessage 

func (*ImageLocation) ProtoMessage()

func (*ImageLocation) Reset 

func (m *ImageLocation) Reset()

func (*ImageLocation) Size 

func (m *ImageLocation) Size() (n int)

func (*ImageLocation) String 

func (this *ImageLocation) String() string

func (*ImageLocation) Unmarshal 

func (m *ImageLocation) Unmarshal(dAtA []byte) error

func (*ImageLocation) XXX_DiscardUnknown 

func (m *ImageLocation) XXX_DiscardUnknown()

func (*ImageLocation) XXX_Marshal 

func (m *ImageLocation) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*ImageLocation) XXX_Merge 

func (m *ImageLocation) XXX_Merge(src proto.Message)

func (*ImageLocation) XXX_Size 

func (m *ImageLocation) XXX_Size() int

func (*ImageLocation) XXX_Unmarshal 

func (m *ImageLocation) XXX_Unmarshal(b []byte) error

type KPI 

type KPI struct {
	// The name of the KPI
	// +kubebuilder:default:=""
	// +kubebuilder:validation:Optional
	Name *string `json:"name,omitempty" protobuf:"bytes,1,opt,name=name"`
	// The value of the KPI
	Value *float64 `json:"value,omitempty" protobuf:"bytes,2,opt,name=value"`
}

KPI specifies a key performance indicator for a DataProduct. Currently not implemented.

func (*KPI) DeepCopy 

func (in *KPI) DeepCopy() *KPI

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new KPI.

func (*KPI) DeepCopyInto 

func (in *KPI) DeepCopyInto(out *KPI)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*KPI) Descriptor 

func (*KPI) Descriptor() ([]byte, []int)

func (*KPI) Marshal 

func (m *KPI) Marshal() (dAtA []byte, err error)

func (*KPI) MarshalTo 

func (m *KPI) MarshalTo(dAtA []byte) (int, error)

func (*KPI) MarshalToSizedBuffer 

func (m *KPI) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*KPI) ProtoMessage 

func (*KPI) ProtoMessage()

func (*KPI) Reset 

func (m *KPI) Reset()

func (*KPI) Size 

func (m *KPI) Size() (n int)

func (*KPI) String 

func (this *KPI) String() string

func (*KPI) Unmarshal 

func (m *KPI) Unmarshal(dAtA []byte) error

func (*KPI) XXX_DiscardUnknown 

func (m *KPI) XXX_DiscardUnknown()

func (*KPI) XXX_Marshal 

func (m *KPI) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*KPI) XXX_Merge 

func (m *KPI) XXX_Merge(src proto.Message)

func (*KPI) XXX_Size 

func (m *KPI) XXX_Size() int

func (*KPI) XXX_Unmarshal 

func (m *KPI) XXX_Unmarshal(b []byte) error

type LabelingRule added in v0.4.821 

type LabelingRule struct {
	//+kubebuilder:validation:Optional
	Column string `json:"column,omitempty" protobuf:"bytes,1,opt,name=column"`
	//+kubebuilder:validation:Optional
	Operator catalog.Op `json:"operator,omitempty" protobuf:"bytes,2,opt,name=operator"`
	//+kubebuilder:validation:Optional
	Value string `json:"value,omitempty" protobuf:"bytes,3,opt,name=value"`
}

Labeling rule define a column expression

func (*LabelingRule) DeepCopy added in v0.4.821 

func (in *LabelingRule) DeepCopy() *LabelingRule

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new LabelingRule.

func (*LabelingRule) DeepCopyInto added in v0.4.821 

func (in *LabelingRule) DeepCopyInto(out *LabelingRule)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*LabelingRule) Descriptor added in v0.4.821 

func (*LabelingRule) Descriptor() ([]byte, []int)

func (*LabelingRule) Marshal added in v0.4.821 

func (m *LabelingRule) Marshal() (dAtA []byte, err error)

func (*LabelingRule) MarshalTo added in v0.4.821 

func (m *LabelingRule) MarshalTo(dAtA []byte) (int, error)

func (*LabelingRule) MarshalToSizedBuffer added in v0.4.821 

func (m *LabelingRule) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*LabelingRule) ProtoMessage added in v0.4.821 

func (*LabelingRule) ProtoMessage()

func (*LabelingRule) Reset added in v0.4.821 

func (m *LabelingRule) Reset()

func (*LabelingRule) Size added in v0.4.821 

func (m *LabelingRule) Size() (n int)

func (*LabelingRule) String added in v0.4.821 

func (this *LabelingRule) String() string

func (*LabelingRule) Unmarshal added in v0.4.821 

func (m *LabelingRule) Unmarshal(dAtA []byte) error

func (*LabelingRule) XXX_DiscardUnknown added in v0.4.821 

func (m *LabelingRule) XXX_DiscardUnknown()

func (*LabelingRule) XXX_Marshal added in v0.4.821 

func (m *LabelingRule) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*LabelingRule) XXX_Merge added in v0.4.821 

func (m *LabelingRule) XXX_Merge(src proto.Message)

func (*LabelingRule) XXX_Size added in v0.4.821 

func (m *LabelingRule) XXX_Size() int

func (*LabelingRule) XXX_Unmarshal added in v0.4.821 

func (m *LabelingRule) XXX_Unmarshal(b []byte) error

type LabelingSpec added in v0.4.821 

type LabelingSpec struct {
	// If true enable labeling.
	Enabled *bool `json:"enabled,omitempty" protobuf:"varint,1,opt,name=enabled"`
	// The name of the column that will hold the result.
	ResultColumn string `json:"resultColumn,omitempty" protobuf:"bytes,2,opt,name=resultColumn"`
	// List of rules for positive rules.
	Positive []LabelingRule `json:"positive,omitempty" protobuf:"bytes,3,rep,name=positive"`
	// List of negative rules
	Negative []LabelingRule `json:"negative,omitempty" protobuf:"bytes,4,rep,name=negative"`
}

func (*LabelingSpec) DeepCopy added in v0.4.821 

func (in *LabelingSpec) DeepCopy() *LabelingSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new LabelingSpec.

func (*LabelingSpec) DeepCopyInto added in v0.4.821 

func (in *LabelingSpec) DeepCopyInto(out *LabelingSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*LabelingSpec) Descriptor added in v0.4.821 

func (*LabelingSpec) Descriptor() ([]byte, []int)

func (*LabelingSpec) Marshal added in v0.4.821 

func (m *LabelingSpec) Marshal() (dAtA []byte, err error)

func (*LabelingSpec) MarshalTo added in v0.4.821 

func (m *LabelingSpec) MarshalTo(dAtA []byte) (int, error)

func (*LabelingSpec) MarshalToSizedBuffer added in v0.4.821 

func (m *LabelingSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*LabelingSpec) ProtoMessage added in v0.4.821 

func (*LabelingSpec) ProtoMessage()

func (*LabelingSpec) Reset added in v0.4.821 

func (m *LabelingSpec) Reset()

func (*LabelingSpec) Size added in v0.4.821 

func (m *LabelingSpec) Size() (n int)

func (*LabelingSpec) String added in v0.4.821 

func (this *LabelingSpec) String() string

func (*LabelingSpec) Unmarshal added in v0.4.821 

func (m *LabelingSpec) Unmarshal(dAtA []byte) error

func (*LabelingSpec) XXX_DiscardUnknown added in v0.4.821 

func (m *LabelingSpec) XXX_DiscardUnknown()

func (*LabelingSpec) XXX_Marshal added in v0.4.821 

func (m *LabelingSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*LabelingSpec) XXX_Merge added in v0.4.821 

func (m *LabelingSpec) XXX_Merge(src proto.Message)

func (*LabelingSpec) XXX_Size added in v0.4.821 

func (m *LabelingSpec) XXX_Size() int

func (*LabelingSpec) XXX_Unmarshal added in v0.4.821 

func (m *LabelingSpec) XXX_Unmarshal(b []byte) error

type LineChartSpec 

type LineChartSpec struct {
	// Dataset is the name of the dataset
	DatasetName *string `json:"datasetName,omitempty" protobuf:"bytes,1,opt,name=datasetName"`
	// name of the X column
	// +kubebuilder:validation:Optional
	X *string `json:"x,omitempty" protobuf:"bytes,2,opt,name=x"`
	// Y column
	// +kubebuilder:validation:Optional
	Y *string `json:"y,omitempty" protobuf:"bytes,3,opt,name=y"`
	// Show borther
	// +kubebuilder:validation:Optional
	Legend *bool `json:"legend,omitempty" protobuf:"varint,4,opt,name=legend"`
}

func (*LineChartSpec) DeepCopy 

func (in *LineChartSpec) DeepCopy() *LineChartSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new LineChartSpec.

func (*LineChartSpec) DeepCopyInto 

func (in *LineChartSpec) DeepCopyInto(out *LineChartSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*LineChartSpec) Descriptor 

func (*LineChartSpec) Descriptor() ([]byte, []int)

func (*LineChartSpec) Marshal 

func (m *LineChartSpec) Marshal() (dAtA []byte, err error)

func (*LineChartSpec) MarshalTo 

func (m *LineChartSpec) MarshalTo(dAtA []byte) (int, error)

func (*LineChartSpec) MarshalToSizedBuffer 

func (m *LineChartSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*LineChartSpec) ProtoMessage 

func (*LineChartSpec) ProtoMessage()

func (*LineChartSpec) Reset 

func (m *LineChartSpec) Reset()

func (*LineChartSpec) Size 

func (m *LineChartSpec) Size() (n int)

func (*LineChartSpec) String 

func (this *LineChartSpec) String() string

func (*LineChartSpec) Unmarshal 

func (m *LineChartSpec) Unmarshal(dAtA []byte) error

func (*LineChartSpec) XXX_DiscardUnknown 

func (m *LineChartSpec) XXX_DiscardUnknown()

func (*LineChartSpec) XXX_Marshal 

func (m *LineChartSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*LineChartSpec) XXX_Merge 

func (m *LineChartSpec) XXX_Merge(src proto.Message)

func (*LineChartSpec) XXX_Size 

func (m *LineChartSpec) XXX_Size() int

func (*LineChartSpec) XXX_Unmarshal 

func (m *LineChartSpec) XXX_Unmarshal(b []byte) error

type MaterializationSpec 

type MaterializationSpec struct {
	// If true, update the online store
	// +kubebuilder:default:=false
	// +kubebuilder:validation:Optional
	Online *bool `json:"online,omitempty" protobuf:"varint,1,opt,name=online"`
	// If true update the offline store.
	// +kubebuilder:default:=false
	// +kubebuilder:validation:Optional
	Offline *bool `json:"offline,omitempty" protobuf:"varint,2,opt,name=offline"`
	// +kubebuilder:validation:Optional
	StartDate *metav1.Time `json:"startDate,omitempty" protobuf:"bytes,3,opt,name=startDate"`
	// +kubebuilder:validation:Optional
	// +kubebuilder:validation:Minimum=0
	// +kubebuilder:default:=0
	OfflineTTL *int32 `json:"offlineTTL,omitempty" protobuf:"varint,4,opt,name=offlineTTL"`
	// +kubebuilder:validation:Optional
	// +kubebuilder:validation:Minimum=0
	// +kubebuilder:default:=0
	OnlineTTL *int32 `json:"onlineTTL,omitempty" protobuf:"varint,5,opt,name=onlineTTL"`
	// Number of days to store information from the past in the feature store.
	// +kubebuilder:validation:Optional
	// +kubebuilder:default:=21
	// +kubebuilder:validation:Minimum=0
	Backfill *int32 `json:"backfill,omitempty" protobuf:"varint,6,opt,name=backfill"`
	// Set the sync schedule between offline store and online store.
	//+kubebuilder:validation:Optional
	Schedule catalog.RunSchedule `json:"schedule,omitempty" protobuf:"bytes,7,opt,name=schedule"`
}

func (*MaterializationSpec) DeepCopy 

func (in *MaterializationSpec) DeepCopy() *MaterializationSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new MaterializationSpec.

func (*MaterializationSpec) DeepCopyInto 

func (in *MaterializationSpec) DeepCopyInto(out *MaterializationSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*MaterializationSpec) Descriptor 

func (*MaterializationSpec) Descriptor() ([]byte, []int)

func (*MaterializationSpec) Marshal 

func (m *MaterializationSpec) Marshal() (dAtA []byte, err error)

func (*MaterializationSpec) MarshalTo 

func (m *MaterializationSpec) MarshalTo(dAtA []byte) (int, error)

func (*MaterializationSpec) MarshalToSizedBuffer 

func (m *MaterializationSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*MaterializationSpec) ProtoMessage 

func (*MaterializationSpec) ProtoMessage()

func (*MaterializationSpec) Reset 

func (m *MaterializationSpec) Reset()

func (*MaterializationSpec) Size 

func (m *MaterializationSpec) Size() (n int)

func (*MaterializationSpec) String 

func (this *MaterializationSpec) String() string

func (*MaterializationSpec) Unmarshal 

func (m *MaterializationSpec) Unmarshal(dAtA []byte) error

func (*MaterializationSpec) XXX_DiscardUnknown 

func (m *MaterializationSpec) XXX_DiscardUnknown()

func (*MaterializationSpec) XXX_Marshal 

func (m *MaterializationSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*MaterializationSpec) XXX_Merge 

func (m *MaterializationSpec) XXX_Merge(src proto.Message)

func (*MaterializationSpec) XXX_Size 

func (m *MaterializationSpec) XXX_Size() int

func (*MaterializationSpec) XXX_Unmarshal 

func (m *MaterializationSpec) XXX_Unmarshal(b []byte) error

type MetricSpec 

type MetricSpec struct {
	// Dataset is the name of the dataset
	// +kubebuilder:validation:Optional
	DatasetName *string `json:"datasetName,omitempty" protobuf:"bytes,1,opt,name=datasetName"`
	// Column is the name of the column
	// +kubebuilder:validation:Optional
	Column *string `json:"column,omitempty" protobuf:"bytes,2,opt,name=column"`
	// Row is the row number
	// +kubebuilder:validation:Optional
	Row *int32 `json:"row,omitempty" protobuf:"varint,3,opt,name=row"`
	// Scalar the a const value
	// +kubebuilder:validation:Optional
	Scalar *string `json:"scalar,omitempty" protobuf:"bytes,4,opt,name=scalar"`
}

func (*MetricSpec) DeepCopy 

func (in *MetricSpec) DeepCopy() *MetricSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new MetricSpec.

func (*MetricSpec) DeepCopyInto 

func (in *MetricSpec) DeepCopyInto(out *MetricSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*MetricSpec) Descriptor 

func (*MetricSpec) Descriptor() ([]byte, []int)

func (*MetricSpec) Marshal 

func (m *MetricSpec) Marshal() (dAtA []byte, err error)

func (*MetricSpec) MarshalTo 

func (m *MetricSpec) MarshalTo(dAtA []byte) (int, error)

func (*MetricSpec) MarshalToSizedBuffer 

func (m *MetricSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*MetricSpec) ProtoMessage 

func (*MetricSpec) ProtoMessage()

func (*MetricSpec) Reset 

func (m *MetricSpec) Reset()

func (*MetricSpec) Size 

func (m *MetricSpec) Size() (n int)

func (*MetricSpec) String 

func (this *MetricSpec) String() string

func (*MetricSpec) Unmarshal 

func (m *MetricSpec) Unmarshal(dAtA []byte) error

func (*MetricSpec) XXX_DiscardUnknown 

func (m *MetricSpec) XXX_DiscardUnknown()

func (*MetricSpec) XXX_Marshal 

func (m *MetricSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*MetricSpec) XXX_Merge 

func (m *MetricSpec) XXX_Merge(src proto.Message)

func (*MetricSpec) XXX_Size 

func (m *MetricSpec) XXX_Size() int

func (*MetricSpec) XXX_Unmarshal 

func (m *MetricSpec) XXX_Unmarshal(b []byte) error

type OutlierStat added in v0.4.858 

type OutlierStat struct {
	// The number of outliers below baseline
	Lower int32 `json:"lower,omitempty" protobuf:"varint,1,opt,name=lower"`
	// The number of outliers above baseline
	Upper int32 `json:"upper,omitempty" protobuf:"varint,2,opt,name=upper"`
	// Percentage of rows detected as outliers
	Percent float32 `json:"percent,omitempty" protobuf:"bytes,3,opt,name=percent"`
}

func (*OutlierStat) DeepCopy added in v0.4.858 

func (in *OutlierStat) DeepCopy() *OutlierStat

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new OutlierStat.

func (*OutlierStat) DeepCopyInto added in v0.4.858 

func (in *OutlierStat) DeepCopyInto(out *OutlierStat)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*OutlierStat) Descriptor added in v0.4.858 

func (*OutlierStat) Descriptor() ([]byte, []int)

func (*OutlierStat) Marshal added in v0.4.858 

func (m *OutlierStat) Marshal() (dAtA []byte, err error)

func (*OutlierStat) MarshalTo added in v0.4.858 

func (m *OutlierStat) MarshalTo(dAtA []byte) (int, error)

func (*OutlierStat) MarshalToSizedBuffer added in v0.4.858 

func (m *OutlierStat) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*OutlierStat) ProtoMessage added in v0.4.858 

func (*OutlierStat) ProtoMessage()

func (*OutlierStat) Reset added in v0.4.858 

func (m *OutlierStat) Reset()

func (*OutlierStat) Size added in v0.4.858 

func (m *OutlierStat) Size() (n int)

func (*OutlierStat) String added in v0.4.858 

func (this *OutlierStat) String() string

func (*OutlierStat) Unmarshal added in v0.4.858 

func (m *OutlierStat) Unmarshal(dAtA []byte) error

func (*OutlierStat) XXX_DiscardUnknown added in v0.4.858 

func (m *OutlierStat) XXX_DiscardUnknown()

func (*OutlierStat) XXX_Marshal added in v0.4.858 

func (m *OutlierStat) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*OutlierStat) XXX_Merge added in v0.4.858 

func (m *OutlierStat) XXX_Merge(src proto.Message)

func (*OutlierStat) XXX_Size added in v0.4.858 

func (m *OutlierStat) XXX_Size() int

func (*OutlierStat) XXX_Unmarshal added in v0.4.858 

func (m *OutlierStat) XXX_Unmarshal(b []byte) error

type PageSpec 

type PageSpec struct {
	Rows []RowSpec `json:"rows,omitempty" protobuf:"bytes,1,rep,name=rows"`
}

func (*PageSpec) DeepCopy 

func (in *PageSpec) DeepCopy() *PageSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new PageSpec.

func (*PageSpec) DeepCopyInto 

func (in *PageSpec) DeepCopyInto(out *PageSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*PageSpec) Descriptor 

func (*PageSpec) Descriptor() ([]byte, []int)

func (*PageSpec) Marshal 

func (m *PageSpec) Marshal() (dAtA []byte, err error)

func (*PageSpec) MarshalTo 

func (m *PageSpec) MarshalTo(dAtA []byte) (int, error)

func (*PageSpec) MarshalToSizedBuffer 

func (m *PageSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*PageSpec) ProtoMessage 

func (*PageSpec) ProtoMessage()

func (*PageSpec) Reset 

func (m *PageSpec) Reset()

func (*PageSpec) Size 

func (m *PageSpec) Size() (n int)

func (*PageSpec) String 

func (this *PageSpec) String() string

func (*PageSpec) Unmarshal 

func (m *PageSpec) Unmarshal(dAtA []byte) error

func (*PageSpec) XXX_DiscardUnknown 

func (m *PageSpec) XXX_DiscardUnknown()

func (*PageSpec) XXX_Marshal 

func (m *PageSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*PageSpec) XXX_Merge 

func (m *PageSpec) XXX_Merge(src proto.Message)

func (*PageSpec) XXX_Size 

func (m *PageSpec) XXX_Size() int

func (*PageSpec) XXX_Unmarshal 

func (m *PageSpec) XXX_Unmarshal(b []byte) error

type ParquetFileSpec added in v0.4.861 

type ParquetFileSpec struct {
	// The character used to separate fields (by default, a comma)
	// +kubebuilder:default:="auto"
	// +kubebuilder:validation:Optional
	Engine *string `json:"engine,omitempty" protobuf:"bytes,1,opt,name=engine"`
}

ParquetFileSpec specifies the format of a CSV (comma-separated values) file

func (*ParquetFileSpec) DeepCopy added in v0.4.861 

func (in *ParquetFileSpec) DeepCopy() *ParquetFileSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ParquetFileSpec.

func (*ParquetFileSpec) DeepCopyInto added in v0.4.861 

func (in *ParquetFileSpec) DeepCopyInto(out *ParquetFileSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*ParquetFileSpec) Descriptor added in v0.4.861 

func (*ParquetFileSpec) Descriptor() ([]byte, []int)

func (*ParquetFileSpec) Marshal added in v0.4.861 

func (m *ParquetFileSpec) Marshal() (dAtA []byte, err error)

func (*ParquetFileSpec) MarshalTo added in v0.4.861 

func (m *ParquetFileSpec) MarshalTo(dAtA []byte) (int, error)

func (*ParquetFileSpec) MarshalToSizedBuffer added in v0.4.861 

func (m *ParquetFileSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*ParquetFileSpec) ProtoMessage added in v0.4.861 

func (*ParquetFileSpec) ProtoMessage()

func (*ParquetFileSpec) Reset added in v0.4.861 

func (m *ParquetFileSpec) Reset()

func (*ParquetFileSpec) Size added in v0.4.861 

func (m *ParquetFileSpec) Size() (n int)

func (*ParquetFileSpec) String added in v0.4.861 

func (this *ParquetFileSpec) String() string

func (*ParquetFileSpec) Unmarshal added in v0.4.861 

func (m *ParquetFileSpec) Unmarshal(dAtA []byte) error

func (*ParquetFileSpec) XXX_DiscardUnknown added in v0.4.861 

func (m *ParquetFileSpec) XXX_DiscardUnknown()

func (*ParquetFileSpec) XXX_Marshal added in v0.4.861 

func (m *ParquetFileSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*ParquetFileSpec) XXX_Merge added in v0.4.861 

func (m *ParquetFileSpec) XXX_Merge(src proto.Message)

func (*ParquetFileSpec) XXX_Size added in v0.4.861 

func (m *ParquetFileSpec) XXX_Size() int

func (*ParquetFileSpec) XXX_Unmarshal added in v0.4.861 

func (m *ParquetFileSpec) XXX_Unmarshal(b []byte) error

type QuoteChar 

type QuoteChar string

+kubebuilder:validation:Enum="double-quote";"single-quote"; 

const (
	SingleQuote QuoteChar = "single-quote"
	DoubleQuote QuoteChar = "double-quote"
)

type Recipe 

type Recipe struct {
	metav1.TypeMeta   `json:",inline"`
	metav1.ObjectMeta `json:"metadata" protobuf:"bytes,1,opt,name=metadata"`
	Spec              RecipeSpec `json:"spec" protobuf:"bytes,2,opt,name=spec"`
	//+optional
	Status RecipeStatus `json:"status,omitempty" protobuf:"bytes,3,opt,name=status"`
}

+kubebuilder:object:root=true +kubebuilder:resource:path=recipes,shortName=rc,singular=recipe,categories={data,modela,all} +kubebuilder:storageversion +kubebuilder:subresource:status +kubebuilder:printcolumn:name="Ready",type="string",JSONPath=".status.conditions[?(@.type==\"Ready\")].status" +kubebuilder:printcolumn:name="Owner",type="string",JSONPath=".spec.owner" +kubebuilder:printcolumn:name="Version",type="string",JSONPath=".spec.versionName" +kubebuilder:printcolumn:name="Description",type="string",JSONPath=".spec.description" +kubebuilder:printcolumn:name="Last Run",type="date",JSONPath=".status.lastRun.at",description="" +kubebuilder:printcolumn:name="Age",type="date",JSONPath=".metadata.creationTimestamp",description="" Recipe represents a single batch of data

func (*Recipe) AddFinalizer 

func (recipe *Recipe) AddFinalizer()

func (*Recipe) CreateOrUpdateCond 

func (recipe *Recipe) CreateOrUpdateCond(cond metav1.Condition)

Merge or update condition

func (*Recipe) DeepCopy 

func (in *Recipe) DeepCopy() *Recipe

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new Recipe.

func (*Recipe) DeepCopyInto 

func (in *Recipe) DeepCopyInto(out *Recipe)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*Recipe) DeepCopyObject 

func (in *Recipe) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

func (*Recipe) Default 

func (recipe *Recipe) Default()

func (Recipe) Deleted 

func (recipe Recipe) Deleted() bool

func (*Recipe) Descriptor 

func (*Recipe) Descriptor() ([]byte, []int)

func (Recipe) GetCond 

func (recipe Recipe) GetCond(t string) metav1.Condition

func (*Recipe) GetCondIdx 

func (recipe *Recipe) GetCondIdx(t string) int

func (Recipe) HasFinalizer 

func (recipe Recipe) HasFinalizer() bool

func (Recipe) IsInCond 

func (recipe Recipe) IsInCond(ct string) bool

func (Recipe) IsReady 

func (recipe Recipe) IsReady() bool

func (*Recipe) MarkReady 

func (recipe *Recipe) MarkReady()

func (*Recipe) Marshal 

func (m *Recipe) Marshal() (dAtA []byte, err error)

func (*Recipe) MarshalTo 

func (m *Recipe) MarshalTo(dAtA []byte) (int, error)

func (*Recipe) MarshalToSizedBuffer 

func (m *Recipe) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*Recipe) Populate 

func (recipe *Recipe) Populate(name string)

func (Recipe) PrintConditions 

func (recipe Recipe) PrintConditions()

func (*Recipe) ProtoMessage 

func (*Recipe) ProtoMessage()

func (*Recipe) RemoveFinalizer 

func (recipe *Recipe) RemoveFinalizer()

func (*Recipe) Reset 

func (m *Recipe) Reset()

func (*Recipe) SetupWebhookWithManager 

func (recipe *Recipe) SetupWebhookWithManager(mgr ctrl.Manager) error

func (*Recipe) Size 

func (m *Recipe) Size() (n int)

func (*Recipe) String 

func (this *Recipe) String() string

func (*Recipe) Unmarshal 

func (m *Recipe) Unmarshal(dAtA []byte) error

func (*Recipe) UpdateRunStatus added in v0.4.612 

func (recipe *Recipe) UpdateRunStatus(run RecipeRun)

func (Recipe) ValidateCreate 

func (recipe Recipe) ValidateCreate() error

ValidateCreate implements webhook.Validator so a webhook will be registered for the type

func (Recipe) ValidateDelete 

func (recipe Recipe) ValidateDelete() error

func (Recipe) ValidateUpdate 

func (recipe Recipe) ValidateUpdate(old runtime.Object) error

ValidateUpdate implements webhook.Validator so a webhook will be registered for the type

func (*Recipe) XXX_DiscardUnknown 

func (m *Recipe) XXX_DiscardUnknown()

func (*Recipe) XXX_Marshal 

func (m *Recipe) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*Recipe) XXX_Merge 

func (m *Recipe) XXX_Merge(src proto.Message)

func (*Recipe) XXX_Size 

func (m *Recipe) XXX_Size() int

func (*Recipe) XXX_Unmarshal 

func (m *Recipe) XXX_Unmarshal(b []byte) error

type RecipeConditionType 

type RecipeConditionType string

RecipeConditionType is the condition on the Recipe

type RecipeInputSpec 

type RecipeInputSpec struct {
	// DatasetName is the name of the dataset
	// +kubebuilder:default:=""
	// +kubebuilder:validation:Optional
	DatasetName *string `json:"datasetName,omitempty" protobuf:"bytes,1,opt,name=datasetName"`
	// Location is the folder of the actual data resides, if not using dataset
	// +required.
	Location *DataLocation `json:"location,omitempty" protobuf:"bytes,2,opt,name=location"`
	// Format is the dataset format
	// +kubebuilder:default:=csv
	Format *FlatFileType `json:"format,omitempty" protobuf:"bytes,3,opt,name=format"`
}

RecipeInputSpec specify the input for a recipe

func (*RecipeInputSpec) DeepCopy 

func (in *RecipeInputSpec) DeepCopy() *RecipeInputSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new RecipeInputSpec.

func (*RecipeInputSpec) DeepCopyInto 

func (in *RecipeInputSpec) DeepCopyInto(out *RecipeInputSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*RecipeInputSpec) Descriptor 

func (*RecipeInputSpec) Descriptor() ([]byte, []int)

func (*RecipeInputSpec) Marshal 

func (m *RecipeInputSpec) Marshal() (dAtA []byte, err error)

func (*RecipeInputSpec) MarshalTo 

func (m *RecipeInputSpec) MarshalTo(dAtA []byte) (int, error)

func (*RecipeInputSpec) MarshalToSizedBuffer 

func (m *RecipeInputSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*RecipeInputSpec) ProtoMessage 

func (*RecipeInputSpec) ProtoMessage()

func (*RecipeInputSpec) Reset 

func (m *RecipeInputSpec) Reset()

func (*RecipeInputSpec) Size 

func (m *RecipeInputSpec) Size() (n int)

func (*RecipeInputSpec) String 

func (this *RecipeInputSpec) String() string

func (*RecipeInputSpec) Unmarshal 

func (m *RecipeInputSpec) Unmarshal(dAtA []byte) error

func (*RecipeInputSpec) XXX_DiscardUnknown 

func (m *RecipeInputSpec) XXX_DiscardUnknown()

func (*RecipeInputSpec) XXX_Marshal 

func (m *RecipeInputSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*RecipeInputSpec) XXX_Merge 

func (m *RecipeInputSpec) XXX_Merge(src proto.Message)

func (*RecipeInputSpec) XXX_Size 

func (m *RecipeInputSpec) XXX_Size() int

func (*RecipeInputSpec) XXX_Unmarshal 

func (m *RecipeInputSpec) XXX_Unmarshal(b []byte) error

type RecipeList 

type RecipeList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata,omitempty" protobuf:"bytes,1,opt,name=metadata"`
	Items           []Recipe `json:"items" protobuf:"bytes,2,rep,name=items"`
}

RecipeList contains a list of Recipes +kubebuilder:object:root=true

func (*RecipeList) DeepCopy 

func (in *RecipeList) DeepCopy() *RecipeList

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new RecipeList.

func (*RecipeList) DeepCopyInto 

func (in *RecipeList) DeepCopyInto(out *RecipeList)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*RecipeList) DeepCopyObject 

func (in *RecipeList) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

func (*RecipeList) Descriptor 

func (*RecipeList) Descriptor() ([]byte, []int)

func (*RecipeList) Marshal 

func (m *RecipeList) Marshal() (dAtA []byte, err error)

func (*RecipeList) MarshalTo 

func (m *RecipeList) MarshalTo(dAtA []byte) (int, error)

func (*RecipeList) MarshalToSizedBuffer 

func (m *RecipeList) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*RecipeList) ProtoMessage 

func (*RecipeList) ProtoMessage()

func (*RecipeList) Reset 

func (m *RecipeList) Reset()

func (*RecipeList) Size 

func (m *RecipeList) Size() (n int)

func (*RecipeList) String 

func (this *RecipeList) String() string

func (*RecipeList) Unmarshal 

func (m *RecipeList) Unmarshal(dAtA []byte) error

func (*RecipeList) XXX_DiscardUnknown 

func (m *RecipeList) XXX_DiscardUnknown()

func (*RecipeList) XXX_Marshal 

func (m *RecipeList) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*RecipeList) XXX_Merge 

func (m *RecipeList) XXX_Merge(src proto.Message)

func (*RecipeList) XXX_Size 

func (m *RecipeList) XXX_Size() int

func (*RecipeList) XXX_Unmarshal 

func (m *RecipeList) XXX_Unmarshal(b []byte) error

type RecipeOutputSpec 

type RecipeOutputSpec struct {
	// CreateDataset if true, create a new dataset when the recipe is done.
	// +kubebuilder:default:=false
	// +kubebuilder:validation:Optional
	CreateDataset *bool `json:"createDataset,omitempty" protobuf:"varint,1,opt,name=createDataset"`
	// DatasetName is the name of the dataset output to the recipe
	// +kubebuilder:default:=""
	// +kubebuilder:validation:Optional
	DatasetName *string `json:"datasetName,omitempty" protobuf:"bytes,2,opt,name=datasetName"`
	// Location is the data location folder of the actual data resides.
	// +kubebuilder:validation:Required
	// +required
	Location *DataLocation `json:"location,omitempty" protobuf:"bytes,3,opt,name=location"`
}

RecipeOutputSpec for the recipe output

func (*RecipeOutputSpec) DeepCopy 

func (in *RecipeOutputSpec) DeepCopy() *RecipeOutputSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new RecipeOutputSpec.

func (*RecipeOutputSpec) DeepCopyInto 

func (in *RecipeOutputSpec) DeepCopyInto(out *RecipeOutputSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*RecipeOutputSpec) Descriptor 

func (*RecipeOutputSpec) Descriptor() ([]byte, []int)

func (*RecipeOutputSpec) Marshal 

func (m *RecipeOutputSpec) Marshal() (dAtA []byte, err error)

func (*RecipeOutputSpec) MarshalTo 

func (m *RecipeOutputSpec) MarshalTo(dAtA []byte) (int, error)

func (*RecipeOutputSpec) MarshalToSizedBuffer 

func (m *RecipeOutputSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*RecipeOutputSpec) ProtoMessage 

func (*RecipeOutputSpec) ProtoMessage()

func (*RecipeOutputSpec) Reset 

func (m *RecipeOutputSpec) Reset()

func (*RecipeOutputSpec) Size 

func (m *RecipeOutputSpec) Size() (n int)

func (*RecipeOutputSpec) String 

func (this *RecipeOutputSpec) String() string

func (*RecipeOutputSpec) Unmarshal 

func (m *RecipeOutputSpec) Unmarshal(dAtA []byte) error

func (*RecipeOutputSpec) XXX_DiscardUnknown 

func (m *RecipeOutputSpec) XXX_DiscardUnknown()

func (*RecipeOutputSpec) XXX_Marshal 

func (m *RecipeOutputSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*RecipeOutputSpec) XXX_Merge 

func (m *RecipeOutputSpec) XXX_Merge(src proto.Message)

func (*RecipeOutputSpec) XXX_Size 

func (m *RecipeOutputSpec) XXX_Size() int

func (*RecipeOutputSpec) XXX_Unmarshal 

func (m *RecipeOutputSpec) XXX_Unmarshal(b []byte) error

type RecipePartSpec 

type RecipePartSpec struct {
	// RecipeName is the name of the recipe to run
	// +kubebuilder:default:=""
	// +kubebuilder:validation:Optional
	RecipeName *string `json:"recipeName,omitempty" protobuf:"bytes,1,opt,name=recipeName"`
	// Dependents is the list of recipe that need to run after this recipe.
	Dependents []string `json:"dependents,omitempty" protobuf:"bytes,2,rep,name=dependents"`
}

func (*RecipePartSpec) DeepCopy 

func (in *RecipePartSpec) DeepCopy() *RecipePartSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new RecipePartSpec.

func (*RecipePartSpec) DeepCopyInto 

func (in *RecipePartSpec) DeepCopyInto(out *RecipePartSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*RecipePartSpec) Descriptor 

func (*RecipePartSpec) Descriptor() ([]byte, []int)

func (*RecipePartSpec) Marshal 

func (m *RecipePartSpec) Marshal() (dAtA []byte, err error)

func (*RecipePartSpec) MarshalTo 

func (m *RecipePartSpec) MarshalTo(dAtA []byte) (int, error)

func (*RecipePartSpec) MarshalToSizedBuffer 

func (m *RecipePartSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*RecipePartSpec) ProtoMessage 

func (*RecipePartSpec) ProtoMessage()

func (*RecipePartSpec) Reset 

func (m *RecipePartSpec) Reset()

func (*RecipePartSpec) Size 

func (m *RecipePartSpec) Size() (n int)

func (*RecipePartSpec) String 

func (this *RecipePartSpec) String() string

func (*RecipePartSpec) Unmarshal 

func (m *RecipePartSpec) Unmarshal(dAtA []byte) error

func (*RecipePartSpec) XXX_DiscardUnknown 

func (m *RecipePartSpec) XXX_DiscardUnknown()

func (*RecipePartSpec) XXX_Marshal 

func (m *RecipePartSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*RecipePartSpec) XXX_Merge 

func (m *RecipePartSpec) XXX_Merge(src proto.Message)

func (*RecipePartSpec) XXX_Size 

func (m *RecipePartSpec) XXX_Size() int

func (*RecipePartSpec) XXX_Unmarshal 

func (m *RecipePartSpec) XXX_Unmarshal(b []byte) error

type RecipeRun 

type RecipeRun struct {
	metav1.TypeMeta   `json:",inline"`
	metav1.ObjectMeta `json:"metadata" protobuf:"bytes,1,opt,name=metadata"`
	Spec              RecipeRunSpec `json:"spec" protobuf:"bytes,2,opt,name=spec"`
	//+optional
	Status RecipeRunStatus `json:"status,omitempty" protobuf:"bytes,3,opt,name=status"`
}

+kubebuilder:subresource:status +kubebuilder:resource:path=reciperuns,shortName=rcr,singular=reciperun,categories={data,modela,all} +kubebuilder:object:root=true +kubebuilder:storageversion +kubebuilder:printcolumn:name="Status",type="string",JSONPath=".status.phase" +kubebuilder:printcolumn:name="Owner",type="string",JSONPath=".spec.owner" +kubebuilder:printcolumn:name="Version",type="string",JSONPath=".spec.versionName" +kubebuilder:printcolumn:name="Recipe",type="string",JSONPath=".spec.recipeName" +kubebuilder:printcolumn:name="StartedAt",type="date",JSONPath=".status.startTime",priority=1 +kubebuilder:printcolumn:name="CompletedAt",type="date",JSONPath=".status.completionTime",priority=1 RecipeRun represent one execution of the recipe. Execution is performed by creating a Kubernetes job.

func (*RecipeRun) AddFinalizer 

func (reciperun *RecipeRun) AddFinalizer()

func (RecipeRun) CompletionAlert added in v0.4.601 

func (reciperun RecipeRun) CompletionAlert(tenantRef *v1.ObjectReference, notifierName *string) *infra.Alert

Generate a dataset completion alert

func (*RecipeRun) CreateOrUpdateCond 

func (reciperun *RecipeRun) CreateOrUpdateCond(cond metav1.Condition)

Merge or update condition

func (*RecipeRun) DeepCopy 

func (in *RecipeRun) DeepCopy() *RecipeRun

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new RecipeRun.

func (*RecipeRun) DeepCopyInto 

func (in *RecipeRun) DeepCopyInto(out *RecipeRun)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*RecipeRun) DeepCopyObject 

func (in *RecipeRun) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

func (*RecipeRun) Default 

func (reciperun *RecipeRun) Default()

func (*RecipeRun) Deleted 

func (reciperun *RecipeRun) Deleted() bool

func (*RecipeRun) Descriptor 

func (*RecipeRun) Descriptor() ([]byte, []int)

func (RecipeRun) ErrorAlert added in v0.4.601 

func (reciperun RecipeRun) ErrorAlert(tenantRef *v1.ObjectReference, notifierName *string, err error) *infra.Alert

func (RecipeRun) GetCond 

func (reciperun RecipeRun) GetCond(t string) metav1.Condition

func (RecipeRun) GetCondIdx 

func (reciperun RecipeRun) GetCondIdx(t string) int

func (RecipeRun) HasFinalizer 

func (reciperun RecipeRun) HasFinalizer() bool

func (*RecipeRun) IsFailed 

func (reciperun *RecipeRun) IsFailed() bool

func (RecipeRun) IsInCond 

func (reciperun RecipeRun) IsInCond(ct string) bool

func (RecipeRun) IsReady 

func (reciperun RecipeRun) IsReady() bool

func (*RecipeRun) IsRunning 

func (reciperun *RecipeRun) IsRunning() bool

func (RecipeRun) ManifestURI added in v0.5.472 

func (reciperun RecipeRun) ManifestURI() string

func (*RecipeRun) MarkCompleted 

func (reciperun *RecipeRun) MarkCompleted()

func (*RecipeRun) MarkFailed 

func (reciperun *RecipeRun) MarkFailed(error string)

func (*RecipeRun) MarkRunning 

func (reciperun *RecipeRun) MarkRunning()

func (*RecipeRun) Marshal 

func (m *RecipeRun) Marshal() (dAtA []byte, err error)

func (*RecipeRun) MarshalTo 

func (m *RecipeRun) MarshalTo(dAtA []byte) (int, error)

func (*RecipeRun) MarshalToSizedBuffer 

func (m *RecipeRun) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (RecipeRun) PrintConditions 

func (reciperun RecipeRun) PrintConditions()

func (*RecipeRun) ProtoMessage 

func (*RecipeRun) ProtoMessage()

func (*RecipeRun) RemoveFinalizer 

func (reciperun *RecipeRun) RemoveFinalizer()

func (RecipeRun) ReportName 

func (reciperun RecipeRun) ReportName() string

func (*RecipeRun) Reset 

func (m *RecipeRun) Reset()

func (RecipeRun) RootURI added in v0.5.472 

func (reciperun RecipeRun) RootURI() string

func (RecipeRun) RunStatus added in v0.4.614 

func (reciperun RecipeRun) RunStatus() *catalog.LastRunStatus

Return the state of the run as RunStatus

func (*RecipeRun) SetupWebhookWithManager 

func (reciperun *RecipeRun) SetupWebhookWithManager(mgr ctrl.Manager) error

func (*RecipeRun) Size 

func (m *RecipeRun) Size() (n int)

func (RecipeRun) StatusString 

func (reciperun RecipeRun) StatusString() string

func (*RecipeRun) String 

func (this *RecipeRun) String() string

func (*RecipeRun) Unmarshal 

func (m *RecipeRun) Unmarshal(dAtA []byte) error

func (*RecipeRun) ValidateCreate 

func (reciperun *RecipeRun) ValidateCreate() error

ValidateCreate implements webhook.Validator so a webhook will be registered for the type

func (*RecipeRun) ValidateDelete 

func (reciperun *RecipeRun) ValidateDelete() error

func (*RecipeRun) ValidateUpdate 

func (reciperun *RecipeRun) ValidateUpdate(old runtime.Object) error

ValidateUpdate implements webhook.Validator so a webhook will be registered for the type

func (*RecipeRun) XXX_DiscardUnknown 

func (m *RecipeRun) XXX_DiscardUnknown()

func (*RecipeRun) XXX_Marshal 

func (m *RecipeRun) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*RecipeRun) XXX_Merge 

func (m *RecipeRun) XXX_Merge(src proto.Message)

func (*RecipeRun) XXX_Size 

func (m *RecipeRun) XXX_Size() int

func (*RecipeRun) XXX_Unmarshal 

func (m *RecipeRun) XXX_Unmarshal(b []byte) error

type RecipeRunList 

type RecipeRunList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata,omitempty" protobuf:"bytes,1,opt,name=metadata"`
	Items           []RecipeRun `json:"items" protobuf:"bytes,2,rep,name=items"`
}

+kubebuilder:object:root=true RecipeRunList contains a list of Recipes

func (*RecipeRunList) DeepCopy 

func (in *RecipeRunList) DeepCopy() *RecipeRunList

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new RecipeRunList.

func (*RecipeRunList) DeepCopyInto 

func (in *RecipeRunList) DeepCopyInto(out *RecipeRunList)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*RecipeRunList) DeepCopyObject 

func (in *RecipeRunList) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

func (*RecipeRunList) Descriptor 

func (*RecipeRunList) Descriptor() ([]byte, []int)

func (*RecipeRunList) Marshal 

func (m *RecipeRunList) Marshal() (dAtA []byte, err error)

func (*RecipeRunList) MarshalTo 

func (m *RecipeRunList) MarshalTo(dAtA []byte) (int, error)

func (*RecipeRunList) MarshalToSizedBuffer 

func (m *RecipeRunList) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*RecipeRunList) ProtoMessage 

func (*RecipeRunList) ProtoMessage()

func (*RecipeRunList) Reset 

func (m *RecipeRunList) Reset()

func (*RecipeRunList) Size 

func (m *RecipeRunList) Size() (n int)

func (*RecipeRunList) String 

func (this *RecipeRunList) String() string

func (*RecipeRunList) Unmarshal 

func (m *RecipeRunList) Unmarshal(dAtA []byte) error

func (*RecipeRunList) XXX_DiscardUnknown 

func (m *RecipeRunList) XXX_DiscardUnknown()

func (*RecipeRunList) XXX_Marshal 

func (m *RecipeRunList) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*RecipeRunList) XXX_Merge 

func (m *RecipeRunList) XXX_Merge(src proto.Message)

func (*RecipeRunList) XXX_Size 

func (m *RecipeRunList) XXX_Size() int

func (*RecipeRunList) XXX_Unmarshal 

func (m *RecipeRunList) XXX_Unmarshal(b []byte) error

type RecipeRunPhase 

type RecipeRunPhase string
const (
	RecipeRunPhasePending     RecipeRunPhase = "Pending"
	RecipeRunPhaseAborted     RecipeRunPhase = "Aborted"
	RecipeRunPhaseRunning     RecipeRunPhase = "Running"
	RecipeRunPhaseUnitTesting RecipeRunPhase = "UnitTesting"
	RecipeRunPhaseSucceed     RecipeRunPhase = "Completed"
	RecipeRunPhaseFailed      RecipeRunPhase = "Failed"
)

type RecipeRunSpec 

type RecipeRunSpec struct {
	// +kubebuilder:default:=""
	// +kubebuilder:validation:Optional
	VersionName *string `json:"versionName,omitempty" protobuf:"bytes,1,opt,name=versionName"`
	// The name of the recipe that execute this run
	// +kubebuilder:default:=""
	// +kubebuilder:validation:Optional
	RecipeName *string `json:"recipeName,omitempty" protobuf:"bytes,2,opt,name=recipeName"`
	// The execution env of this recipes
	// +kubebuilder:validation:Optional
	LabRef v1.ObjectReference `json:"labRef,omitempty" protobuf:"bytes,3,opt,name=labRef"`
	// The location of the data output.
	// +required.
	Location DataLocation `json:"location,omitempty" protobuf:"bytes,4,opt,name=location"`
	// Resources are hardware resource req for a recipe run.
	// +kubebuilder:validation:Optional
	Resources catalog.ResourceSpec `json:"resources,omitempty" protobuf:"bytes,5,opt,name=resources"`
	// TTL.
	// +kubebuilder:default:=0
	// +kubebuilder:validation:Optional
	TTL *int32 `json:"ttl,omitempty" protobuf:"varint,6,opt,name=ttl"`
	// The model class for this data pipeline run if the dataset was created by a model class
	// +kubebuilder:validation:Optional
	ModelClassName *string `json:"modelClassName,omitempty" protobuf:"bytes,7,opt,name=modelClassName"`
	// If this report was created by a data pipeline run, this is the run name
	// +kubebuilder:validation:Optional
	ModelClassRunName *string `json:"modelClassRunName,omitempty" protobuf:"bytes,8,opt,name=modelClassRunName"`
}

RecipeSpec defines the desired state of a dataset

func (*RecipeRunSpec) DeepCopy 

func (in *RecipeRunSpec) DeepCopy() *RecipeRunSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new RecipeRunSpec.

func (*RecipeRunSpec) DeepCopyInto 

func (in *RecipeRunSpec) DeepCopyInto(out *RecipeRunSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*RecipeRunSpec) Descriptor 

func (*RecipeRunSpec) Descriptor() ([]byte, []int)

func (*RecipeRunSpec) Marshal 

func (m *RecipeRunSpec) Marshal() (dAtA []byte, err error)

func (*RecipeRunSpec) MarshalTo 

func (m *RecipeRunSpec) MarshalTo(dAtA []byte) (int, error)

func (*RecipeRunSpec) MarshalToSizedBuffer 

func (m *RecipeRunSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*RecipeRunSpec) ProtoMessage 

func (*RecipeRunSpec) ProtoMessage()

func (*RecipeRunSpec) Reset 

func (m *RecipeRunSpec) Reset()

func (*RecipeRunSpec) Size 

func (m *RecipeRunSpec) Size() (n int)

func (*RecipeRunSpec) String 

func (this *RecipeRunSpec) String() string

func (*RecipeRunSpec) Unmarshal 

func (m *RecipeRunSpec) Unmarshal(dAtA []byte) error

func (*RecipeRunSpec) XXX_DiscardUnknown 

func (m *RecipeRunSpec) XXX_DiscardUnknown()

func (*RecipeRunSpec) XXX_Marshal 

func (m *RecipeRunSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*RecipeRunSpec) XXX_Merge 

func (m *RecipeRunSpec) XXX_Merge(src proto.Message)

func (*RecipeRunSpec) XXX_Size 

func (m *RecipeRunSpec) XXX_Size() int

func (*RecipeRunSpec) XXX_Unmarshal 

func (m *RecipeRunSpec) XXX_Unmarshal(b []byte) error

type RecipeRunStatus 

type RecipeRunStatus struct {
	// Represents the end time
	// +kubebuilder:validation:Optional
	CompletedAt *metav1.Time `json:"completedAt,omitempty" protobuf:"bytes,1,opt,name=completedAt"`
	// The phase of the dataset processing
	// +kubebuilder:default:="Pending"
	// +kubebuilder:validation:Optional
	Phase RecipeRunPhase `json:"phase,omitempty" protobuf:"bytes,2,opt,name=phase"`
	// ObservedGeneration is the Last generation that was acted on
	//+kubebuilder:validation:Optional
	ObservedGeneration int64 `json:"observedGeneration,omitempty" protobuf:"varint,3,opt,name=observedGeneration"`
	// UpdateUpdateStrategy in case of terminal failure
	// Borrowed from cluster api controller
	//+kubebuilder:validation:Optional
	FailureReason *catalog.StatusError `json:"failureReason,omitempty" protobuf:"bytes,4,opt,name=failureReason"`
	// UpdateUpdateStrategy in case of terminal failure message
	//+kubebuilder:validation:Optional
	FailureMessage *string `json:"failureMessage,omitempty" protobuf:"bytes,5,opt,name=failureMessage"`
	// What triggered the run
	//+kubebuilder:validation:Optional
	TriggeredBy catalog.TriggerType `json:"triggeredBy,omitempty" protobuf:"bytes,6,opt,name=triggeredBy"`
	// Holds the location of log paths
	//+kubebuilder:validation:Optional
	Logs catalog.Logs `json:"logs,,omitempty" protobuf:"bytes,7,opt,name=logs"`
	// Last time the object was updated
	//+kubebuilder:validation:Optional
	UpdatedAt *metav1.Time `json:"updatedAt,omitempty" protobuf:"bytes,9,opt,name=updatedAt"`
	// +patchMergeKey=type
	// +patchStrategy=merge
	// +kubebuilder:validation:Optional
	Conditions []metav1.Condition `json:"conditions,omitempty" patchStrategy:"merge" patchMergeKey:"type" protobuf:"bytes,11,rep,name=conditions"`
}

RecipeStatus defines the observed state of Recipe

func (*RecipeRunStatus) DeepCopy 

func (in *RecipeRunStatus) DeepCopy() *RecipeRunStatus

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new RecipeRunStatus.

func (*RecipeRunStatus) DeepCopyInto 

func (in *RecipeRunStatus) DeepCopyInto(out *RecipeRunStatus)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*RecipeRunStatus) Descriptor 

func (*RecipeRunStatus) Descriptor() ([]byte, []int)

func (*RecipeRunStatus) Marshal 

func (m *RecipeRunStatus) Marshal() (dAtA []byte, err error)

func (*RecipeRunStatus) MarshalTo 

func (m *RecipeRunStatus) MarshalTo(dAtA []byte) (int, error)

func (*RecipeRunStatus) MarshalToSizedBuffer 

func (m *RecipeRunStatus) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*RecipeRunStatus) ProtoMessage 

func (*RecipeRunStatus) ProtoMessage()

func (*RecipeRunStatus) Reset 

func (m *RecipeRunStatus) Reset()

func (*RecipeRunStatus) Size 

func (m *RecipeRunStatus) Size() (n int)

func (*RecipeRunStatus) String 

func (this *RecipeRunStatus) String() string

func (*RecipeRunStatus) Unmarshal 

func (m *RecipeRunStatus) Unmarshal(dAtA []byte) error

func (*RecipeRunStatus) XXX_DiscardUnknown 

func (m *RecipeRunStatus) XXX_DiscardUnknown()

func (*RecipeRunStatus) XXX_Marshal 

func (m *RecipeRunStatus) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*RecipeRunStatus) XXX_Merge 

func (m *RecipeRunStatus) XXX_Merge(src proto.Message)

func (*RecipeRunStatus) XXX_Size 

func (m *RecipeRunStatus) XXX_Size() int

func (*RecipeRunStatus) XXX_Unmarshal 

func (m *RecipeRunStatus) XXX_Unmarshal(b []byte) error

type RecipeSpec 

type RecipeSpec struct {
	// Owner is the owner of the recipe
	// +kubebuilder:default:="no-one"
	// +kubebuilder:validation:Optional
	Owner *string `json:"owner,omitempty" protobuf:"bytes,1,opt,name=owner"`
	// VersionName is the data product version of the recipe
	// +kubebuilder:default:=""
	// +kubebuilder:validation:MaxLength=63
	// required.
	VersionName *string `json:"versionName,omitempty" protobuf:"bytes,2,opt,name=versionName"`
	// Description is the user provided description
	// +kubebuilder:validation:MaxLength=512
	// +kubebuilder:default:=""
	// +kubebuilder:validation:Optional
	Description *string `json:"description,omitempty" protobuf:"bytes,3,opt,name=description"`
	// Input is the input recipe spec
	Input RecipeInputSpec `json:"input,omitempty" protobuf:"bytes,4,opt,name=input"`
	// Steps are the list of recipe steps
	Steps []RecipeStep `json:"steps,omitempty" protobuf:"bytes,5,rep,name=steps"`
	// Output is the desired output
	Output RecipeOutputSpec `json:"output,omitempty" protobuf:"bytes,6,opt,name=output"`
	// Sample specify the sampling paramters when viewing the recipe
	// +kubebuilder:validation:Optional
	Sample SampleSpec `json:"sample,omitempty" protobuf:"bytes,7,opt,name=sample"`
	// Resource define the resource requirements to run the recipe
	// +kubebuilder:validation:Optional
	Resources catalog.ResourceSpec `json:"resources,omitempty" protobuf:"bytes,8,opt,name=resources"`
	// Timeout is the deadline setup on jobs for this recipe.
	// +kubebuilder:default:=600
	// +kubebuilder:validation:Optional
	Timeout *int64 `json:"timeout,omitempty" protobuf:"varint,10,opt,name=timeout"`
	// TTL.
	// +kubebuilder:default:=0
	// +kubebuilder:validation:Optional
	TTL *int32 `json:"ttl,omitempty" protobuf:"varint,11,opt,name=ttl"`
	// Unit tests templates operating on the recipe run.
	// +kubebuilder:validation:Optional
	UnitTestsTemplate catalog.TestSuite `json:"unitTestsTemplate,omitempty" protobuf:"bytes,12,opt,name=unitTestsTemplate"`
}

RecipeSpec defines the desired state of a dataset

func (*RecipeSpec) DeepCopy 

func (in *RecipeSpec) DeepCopy() *RecipeSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new RecipeSpec.

func (*RecipeSpec) DeepCopyInto 

func (in *RecipeSpec) DeepCopyInto(out *RecipeSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*RecipeSpec) Descriptor 

func (*RecipeSpec) Descriptor() ([]byte, []int)

func (*RecipeSpec) Marshal 

func (m *RecipeSpec) Marshal() (dAtA []byte, err error)

func (*RecipeSpec) MarshalTo 

func (m *RecipeSpec) MarshalTo(dAtA []byte) (int, error)

func (*RecipeSpec) MarshalToSizedBuffer 

func (m *RecipeSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*RecipeSpec) ProtoMessage 

func (*RecipeSpec) ProtoMessage()

func (*RecipeSpec) Reset 

func (m *RecipeSpec) Reset()

func (*RecipeSpec) Size 

func (m *RecipeSpec) Size() (n int)

func (*RecipeSpec) String 

func (this *RecipeSpec) String() string

func (*RecipeSpec) Unmarshal 

func (m *RecipeSpec) Unmarshal(dAtA []byte) error

func (*RecipeSpec) XXX_DiscardUnknown 

func (m *RecipeSpec) XXX_DiscardUnknown()

func (*RecipeSpec) XXX_Marshal 

func (m *RecipeSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*RecipeSpec) XXX_Merge 

func (m *RecipeSpec) XXX_Merge(src proto.Message)

func (*RecipeSpec) XXX_Size 

func (m *RecipeSpec) XXX_Size() int

func (*RecipeSpec) XXX_Unmarshal 

func (m *RecipeSpec) XXX_Unmarshal(b []byte) error

type RecipeStatus 

type RecipeStatus struct {
	//ObservedGeneration is the Last generation that was acted on
	//+kubebuilder:validation:Optional
	ObservedGeneration int64 `json:"observedGeneration,omitempty" protobuf:"varint,1,opt,name=observedGeneration"`
	// Last run is the last time a data pipeline run was created
	//+kubebuilder:validation:Optional
	LastRun catalog.LastRunStatus `json:"lastRun,omitempty" protobuf:"bytes,2,opt,name=lastRun"`
	// Last time the object was updated
	//+kubebuilder:validation:Optional
	UpdatedAt *metav1.Time `json:"updatedAt,omitempty" protobuf:"bytes,4,opt,name=updatedAt"`
	// +patchMergeKey=type
	// +patchStrategy=merge
	// +kubebuilder:validation:Optional
	Conditions []metav1.Condition `json:"conditions,omitempty" patchStrategy:"merge" patchMergeKey:"type" protobuf:"bytes,7,rep,name=conditions"`
}

RecipeStatus defines the observed state of Recipe

func (*RecipeStatus) DeepCopy 

func (in *RecipeStatus) DeepCopy() *RecipeStatus

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new RecipeStatus.

func (*RecipeStatus) DeepCopyInto 

func (in *RecipeStatus) DeepCopyInto(out *RecipeStatus)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*RecipeStatus) Descriptor 

func (*RecipeStatus) Descriptor() ([]byte, []int)

func (*RecipeStatus) Marshal 

func (m *RecipeStatus) Marshal() (dAtA []byte, err error)

func (*RecipeStatus) MarshalTo 

func (m *RecipeStatus) MarshalTo(dAtA []byte) (int, error)

func (*RecipeStatus) MarshalToSizedBuffer 

func (m *RecipeStatus) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*RecipeStatus) ProtoMessage 

func (*RecipeStatus) ProtoMessage()

func (*RecipeStatus) Reset 

func (m *RecipeStatus) Reset()

func (*RecipeStatus) Size 

func (m *RecipeStatus) Size() (n int)

func (*RecipeStatus) String 

func (this *RecipeStatus) String() string

func (*RecipeStatus) Unmarshal 

func (m *RecipeStatus) Unmarshal(dAtA []byte) error

func (*RecipeStatus) XXX_DiscardUnknown 

func (m *RecipeStatus) XXX_DiscardUnknown()

func (*RecipeStatus) XXX_Marshal 

func (m *RecipeStatus) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*RecipeStatus) XXX_Merge 

func (m *RecipeStatus) XXX_Merge(src proto.Message)

func (*RecipeStatus) XXX_Size 

func (m *RecipeStatus) XXX_Size() int

func (*RecipeStatus) XXX_Unmarshal 

func (m *RecipeStatus) XXX_Unmarshal(b []byte) error

type RecipeStep 

type RecipeStep struct {
	Op         RecipeStepOperation `json:"op,omitempty" protobuf:"bytes,1,opt,name=op"`
	Parameters []*RecipeStepParam  `json:"parameters,omitempty" protobuf:"bytes,2,rep,name=parameters"`
}

RecipeStep defines one step in the recipe

func (*RecipeStep) DeepCopy 

func (in *RecipeStep) DeepCopy() *RecipeStep

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new RecipeStep.

func (*RecipeStep) DeepCopyInto 

func (in *RecipeStep) DeepCopyInto(out *RecipeStep)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*RecipeStep) Descriptor 

func (*RecipeStep) Descriptor() ([]byte, []int)

func (*RecipeStep) Marshal 

func (m *RecipeStep) Marshal() (dAtA []byte, err error)

func (*RecipeStep) MarshalTo 

func (m *RecipeStep) MarshalTo(dAtA []byte) (int, error)

func (*RecipeStep) MarshalToSizedBuffer 

func (m *RecipeStep) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*RecipeStep) ProtoMessage 

func (*RecipeStep) ProtoMessage()

func (*RecipeStep) Reset 

func (m *RecipeStep) Reset()

func (*RecipeStep) Size 

func (m *RecipeStep) Size() (n int)

func (*RecipeStep) String 

func (this *RecipeStep) String() string

func (*RecipeStep) Unmarshal 

func (m *RecipeStep) Unmarshal(dAtA []byte) error

func (*RecipeStep) XXX_DiscardUnknown 

func (m *RecipeStep) XXX_DiscardUnknown()

func (*RecipeStep) XXX_Marshal 

func (m *RecipeStep) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*RecipeStep) XXX_Merge 

func (m *RecipeStep) XXX_Merge(src proto.Message)

func (*RecipeStep) XXX_Size 

func (m *RecipeStep) XXX_Size() int

func (*RecipeStep) XXX_Unmarshal 

func (m *RecipeStep) XXX_Unmarshal(b []byte) error

type RecipeStepOperation 

type RecipeStepOperation string

RecipeStepOperation is the operation name of one step in the recipe 

const (

	// Aggregate function
	AnyStepOp                   RecipeStepOperation = "any"
	AnyIfStepOp                 RecipeStepOperation = "any-if"
	ApproximateMedianStepOp     RecipeStepOperation = "approximate-median"
	ApproximatePercentileStepOp RecipeStepOperation = "approximate-percentile"
	ApproximateQuartileStepOp   RecipeStepOperation = "approximate-quartile"
	AverageStepOp               RecipeStepOperation = "average"
	AverageIfStepOp             RecipeStepOperation = "average-if"
	CorrelStepOp                RecipeStepOperation = "correl"
	CountAStepOp                RecipeStepOperation = "counta"
	CountAIfStepOp              RecipeStepOperation = "counta-if"
	CountDistinctStepOp         RecipeStepOperation = "counta-distinct"
	CountDistinctIfStepOp       RecipeStepOperation = "counta-distinct-if"
	CountStepOp                 RecipeStepOperation = "count"
	CountIfStepOp               RecipeStepOperation = "count-if"
	CovarStepOp                 RecipeStepOperation = "covar"
	KthLargestStepOp            RecipeStepOperation = "kth-largest"
	KthLargestIfStepOp          RecipeStepOperation = "kth-largest-if"
	KthLargestUniqueStepOp      RecipeStepOperation = "kth-largest-unique"
	KthLargestUniqueIfStepOp    RecipeStepOperation = "kth-largest-unique-if"
	ListStepOp                  RecipeStepOperation = "list"
	ListIfStepOp                RecipeStepOperation = "list-if"
	MaxStepOp                   RecipeStepOperation = "max"
	MaxIfStepOp                 RecipeStepOperation = "max-if"
	MedianStepOp                RecipeStepOperation = "median"
	MinStepOp                   RecipeStepOperation = "min"
	MinIfStepOp                 RecipeStepOperation = "min-if"
	ModeStepOp                  RecipeStepOperation = "mode"
	ModeIfStepOp                RecipeStepOperation = "mode-if"
	PercentileStepOp            RecipeStepOperation = "percentile"
	QuartileStepOp              RecipeStepOperation = "quartile"
	StdDevStepOp                RecipeStepOperation = "stddev"
	StdDevIfStepOp              RecipeStepOperation = "stddev-if"
	SumStepOp                   RecipeStepOperation = "sum"
	SumIfStepOp                 RecipeStepOperation = "sum-if"
	UniqueStepOp                RecipeStepOperation = "unique"
	VarStepOp                   RecipeStepOperation = "var"
	VarIfStepOp                 RecipeStepOperation = "var-if"

	// Logical functions
	OrStepOp  RecipeStepOperation = "or"
	AndStepOp RecipeStepOperation = "and"
	NotStepOp RecipeStepOperation = "not"

	// Comparison
	ComparisonStepOp       RecipeStepOperation = "comparison"
	IsEvenStepOp           RecipeStepOperation = "is-even"
	IsOddStepOp            RecipeStepOperation = "is-odd"
	InStepOp               RecipeStepOperation = "in"
	MatchesStepOp          RecipeStepOperation = "matches"
	EqualStepOp            RecipeStepOperation = "equal"
	NotEqualStepOp         RecipeStepOperation = "not-equal"
	GreaterThanStepOp      RecipeStepOperation = "greater-than"
	GreaterThanEqualStepOp RecipeStepOperation = "greater-than-equal"
	LessThanStepOp         RecipeStepOperation = "less-than"
	LessThanEqualOp        RecipeStepOperation = "less-than-equal"

	// Math
	AddStepOp           RecipeStepOperation = "add"
	SubstractStepOp     RecipeStepOperation = "subtract"
	MultiplyStepOp      RecipeStepOperation = "multiply"
	DivideOp            RecipeStepOperation = "divide"
	ModStepOp           RecipeStepOperation = "mod"
	NegateStepOp        RecipeStepOperation = "negate"
	SignStepOp          RecipeStepOperation = "sign"
	LcmStepOp           RecipeStepOperation = "lcm"
	AbsoluteStepOp      RecipeStepOperation = "absolute"
	ExponentStepOp      RecipeStepOperation = "exponent"
	LogStepOp           RecipeStepOperation = "log"
	LnStepOp            RecipeStepOperation = "ln"
	PowerStepOp         RecipeStepOperation = "power"
	SquareRootStepOp    RecipeStepOperation = "sqr"
	CeilingStepOp       RecipeStepOperation = "ceiling"
	FloorStepOp         RecipeStepOperation = "floor"
	RoundStepOp         RecipeStepOperation = "round"
	TruncStepOp         RecipeStepOperation = "trunc"
	PIStepOp            RecipeStepOperation = "pi"
	RandomStepOp        RecipeStepOperation = "random"
	RandomBetweenStepOp RecipeStepOperation = "random-between"

	// Trig
	SinStepOp     RecipeStepOperation = "sin"
	CosStepOp     RecipeStepOperation = "cos"
	TanStepOp     RecipeStepOperation = "tan"
	ASinStepOp    RecipeStepOperation = "asin"
	ACosStepOp    RecipeStepOperation = "acos"
	ATanStepOp    RecipeStepOperation = "atan"
	SinHStepOp    RecipeStepOperation = "sinh"
	CosHStepOp    RecipeStepOperation = "cosh"
	TanHStepOp    RecipeStepOperation = "tanh"
	ASinHStepOp   RecipeStepOperation = "asinh"
	ACosHStepOp   RecipeStepOperation = "acosh"
	ATanHStepOp   RecipeStepOperation = "atanh"
	DegreesOp     RecipeStepOperation = "degrees"
	RadiansStepOp RecipeStepOperation = "radians"

	// Date and time functions
	DateStepOp                   RecipeStepOperation = "date"
	TimeStepOp                   RecipeStepOperation = "time"
	DateTimeStepOp               RecipeStepOperation = "date-time"
	DateAddStepOp                RecipeStepOperation = "date-add"
	DateDiffStepOp               RecipeStepOperation = "date-diff"
	DateFormatStepOp             RecipeStepOperation = "date-format"
	UnixTimeFormatStepOp         RecipeStepOperation = "unix-time-format"
	MonthStepOp                  RecipeStepOperation = "month"
	MonthNameStepOp              RecipeStepOperation = "month-name"
	YearStepOp                   RecipeStepOperation = "year"
	DayStepOp                    RecipeStepOperation = "day"
	WeekNumberStepOp             RecipeStepOperation = "week-number"
	WeekDayStepOp                RecipeStepOperation = "week-day"
	HourStepOp                   RecipeStepOperation = "hour"
	MinuteStepOp                 RecipeStepOperation = "minute"
	SecondStepOp                 RecipeStepOperation = "second"
	UnixTimeStepOp               RecipeStepOperation = "unix-time"
	NowStepOp                    RecipeStepOperation = "now"
	TodayStepOp                  RecipeStepOperation = "today"
	ParseDateStepOp              RecipeStepOperation = "parse-date"
	NetworkDaysStepOp            RecipeStepOperation = "network-days"
	NetworkDaysIntlStepOp        RecipeStepOperation = "network-days-intl"
	MinDateStepOp                RecipeStepOperation = "min-date"
	MaxDateStepOp                RecipeStepOperation = "max-date"
	ModeDateStepOp               RecipeStepOperation = "mode-date"
	WorkdayStepOp                RecipeStepOperation = "workday"
	WorkDayIntlStepOp            RecipeStepOperation = "workday-intl"
	ConvertFromUtcStepOp         RecipeStepOperation = "convert-from-utc"
	ConvertToUtcStepOp           RecipeStepOperation = "convert-to-utc"
	ConvertTimeZoneStepOp        RecipeStepOperation = "convert-time-zone"
	MinDateIfStepOp              RecipeStepOperation = "min-date-if"
	MaxDateIfStepOp              RecipeStepOperation = "max-date-if"
	ModeDateIfStepOp             RecipeStepOperation = "model-date-if"
	KthLargestDateStepOp         RecipeStepOperation = "kth-largest-date"
	KthLargestUniqueDateStepOp   RecipeStepOperation = "kth-largest-unique-date"
	KthLargestUniqueDateIfStepOp RecipeStepOperation = "kth-largest-unique-date-step"
	KthLargestDateIfStepOp       RecipeStepOperation = "kth-largest-date-if"
	WeekDayNameStepOp            RecipeStepOperation = "week-day-name"

	// String
	CharStepOp                   RecipeStepOperation = "char"
	UnicodeStepOp                RecipeStepOperation = "unicode"
	UpperStepOp                  RecipeStepOperation = "upper"
	LowerStepOp                  RecipeStepOperation = "lower"
	ProperStepOp                 RecipeStepOperation = "proper"
	TrimStepOp                   RecipeStepOperation = "trim"
	RemoveWhitespaceStepOp       RecipeStepOperation = "remove-white-spaces"
	RemoveSymbolsStepOp          RecipeStepOperation = "remove-symbols"
	LenStepOp                    RecipeStepOperation = "len"
	FindStepOp                   RecipeStepOperation = "find"
	RightFindStepOp              RecipeStepOperation = "right-find"
	SubstringStepOp              RecipeStepOperation = "substring"
	SubstitueStepOp              RecipeStepOperation = "substitute"
	LeftStepOp                   RecipeStepOperation = "left"
	RightStepOp                  RecipeStepOperation = "right"
	PadStepOp                    RecipeStepOperation = "pad"
	MergeStringStepOp            RecipeStepOperation = "merge-string"
	StartsWithStepOp             RecipeStepOperation = "starts-with"
	EndsWithStepOp               RecipeStepOperation = "ends-with"
	RepeatStepOp                 RecipeStepOperation = "repeat"
	ExactStepOp                  RecipeStepOperation = "exact"
	StringGreaterThanStepOp      RecipeStepOperation = "string-greater-than"
	StringGreaterThanEqualStepOp RecipeStepOperation = "string-greater-equal"
	StringLessThanStepOp         RecipeStepOperation = "string-less-than"
	StringLessThanEqualStepOp    RecipeStepOperation = "string-less-than-equal"
	DoubleMetaphoneStepOp        RecipeStepOperation = "double-metaphone"
	DoubleMetaphoneEqualsStepOp  RecipeStepOperation = "double-metaphone-equals"
	TransliterateStepOp          RecipeStepOperation = "transliterate"
	TrimQuotesStepOp             RecipeStepOperation = "trim-quotes"
	Base64EncodeStepOp           RecipeStepOperation = "base64-encode"
	Base64DecodeStepOp           RecipeStepOperation = "base64-decode"

	// Type functions
	IfMissingStepOp  RecipeStepOperation = "if-missing"
	IsMissingStepOp  RecipeStepOperation = "is-missing"
	ParseIntStepOp   RecipeStepOperation = "parse-int"
	ParseBoolStepOp  RecipeStepOperation = "parse-bool"
	ParseFloatStepOp RecipeStepOperation = "parse-float"

	// windows functions
	PrevStepOp                    RecipeStepOperation = "prev"
	NextStepOp                    RecipeStepOperation = "next"
	FillStepOp                    RecipeStepOperation = "fill"
	RankStepOp                    RecipeStepOperation = "rank"
	DenseRankStepOp               RecipeStepOperation = "dense-rank"
	RollingAvgStepOp              RecipeStepOperation = "rolling-avg"
	RollingModeStepOp             RecipeStepOperation = "rolling-mode"
	RollingMaxStepOp              RecipeStepOperation = "rolling-max"
	RollingMinStepOp              RecipeStepOperation = "rolling-min"
	RollingSumStepOp              RecipeStepOperation = "rolling-sum"
	RollingStdDevStepOp           RecipeStepOperation = "rolling-std-dev"
	RollingStdDevSampStepOp       RecipeStepOperation = "rolling-std-dev-samp"
	RollingVarianceStepOp         RecipeStepOperation = "rolling-variance"
	RollingVarianceSampStepOp     RecipeStepOperation = "rolling-variance-samp"
	RollingCountAStepOp           RecipeStepOperation = "rolling-counta"
	RollingKthLargestStepOp       RecipeStepOperation = "rolling-k-largest"
	RollingKthLargestUniqueStepOp RecipeStepOperation = "rolling-k-largest-unique"
	RollingListStepOp             RecipeStepOperation = "rolling-list"
	RowNumberStepOp               RecipeStepOperation = "row-number"
	SessionStepOp                 RecipeStepOperation = "session"

	// other functions
	IpToIntStepOp         RecipeStepOperation = "ip-to-int"
	IntToIpStepOp         RecipeStepOperation = "int-to-ip"
	UrlParamsStepOp       RecipeStepOperation = "url-params"
	COALESCEStepOp        RecipeStepOperation = "coalesce"
	SourceRowNumberStepOp RecipeStepOperation = "source-row-number"
	IfStepOp              RecipeStepOperation = "if"
	CaseStepOp            RecipeStepOperation = "case"
	RangeStepOp           RecipeStepOperation = "range"
	HostStepOp            RecipeStepOperation = "host"
	DomainStepOp          RecipeStepOperation = "domain"
	SubDomainStepOp       RecipeStepOperation = "subdomain"

	// Basic cleaning
	DeleteStep         RecipeStepOperation = "delete"
	DuplicateStep      RecipeStepOperation = "duplicate"
	MoveAfterStep      RecipeStepOperation = "move-after"
	MoveBeforeStep     RecipeStepOperation = "move-before"
	MoveToEndStep      RecipeStepOperation = "move-to-end"
	MoveToIndexStep    RecipeStepOperation = "move-to-index"
	MoveToStartStep    RecipeStepOperation = "move-to-start"
	RenameStep         RecipeStepOperation = "rename"
	ToBoolColumnStep   RecipeStepOperation = "to-boolean-column"
	ToDoubleColumnStep RecipeStepOperation = "to-double-column"
	ToNumberColumnStep RecipeStepOperation = "to-number-column"
	ToStringColumnStep RecipeStepOperation = "to-string-column"

	// Location cleaning
	CapitalCaseStepOp              RecipeStepOperation = "capital-case"
	FormatDateStepOp               RecipeStepOperation = "format-date"
	AddDoubleQuotesStepOp          RecipeStepOperation = "add-double-quotes"
	AddPrefixStepOp                RecipeStepOperation = "add-prefix"
	AddSingleQuotesStepOp          RecipeStepOperation = "add-single-quotes"
	AddSuffixStepOp                RecipeStepOperation = "add-suffix"
	ExtractBetweenDelimitersStepOp RecipeStepOperation = "extract-between-delimiters"
	ExtractBetweenPositionsStepOp  RecipeStepOperation = "extract-between-position"
	ExtractPatternStepOp           RecipeStepOperation = "extract-pattern"
	RemoveCombinedStepOp           RecipeStepOperation = "remove-combined"
	ReplaceBetweenDelimitersStepOp RecipeStepOperation = "replace-between-delimiters"
	ReplaceBetweenPositionsStepOp  RecipeStepOperation = "replace-between-positions"
	ReplaceTextStepOp              RecipeStepOperation = "replace-text"

	// Location quality
	FillWithAvgStepOp       RecipeStepOperation = "fill-with-average"
	FillWithCustomStepOp    RecipeStepOperation = "fill-with-custom"
	FillWithEmptyStepOp     RecipeStepOperation = "fill-with-empty"
	FillWithLastValidStepOp RecipeStepOperation = "fill-with-last-valid"
	FillWithMedianStepOp    RecipeStepOperation = "fill-with-median"
	FillWithModeStepOp      RecipeStepOperation = "fill-with-mode"
	FillWithMostFreqStepOp  RecipeStepOperation = "fill-with-most-freq"
	FillWithNullStepOp      RecipeStepOperation = "fill-with-null"
	FillWithSumStepOp       RecipeStepOperation = "fill-with-sum"
	RemoveDuplicatesStepOp  RecipeStepOperation = "remove-duplicates"
	RemoveMissingStepOp     RecipeStepOperation = "remove-missing"

	FlagColumnFromNullStepOp           RecipeStepOperation = "flag-column-from-null"
	FlagColumnFromPatternStepOp        RecipeStepOperation = "flag-column-from-pattern"
	MergeStepOp                        RecipeStepOperation = "merge"
	SplitColumnsBetweenDelimiterStepOp RecipeStepOperation = "split-columns-between-delimiter"
	SplitColumnsBetweenPositionsStepOp RecipeStepOperation = "split-columns-between-positions"
	SplitColumnsFromEndStepOp          RecipeStepOperation = "split-columns-from-end"
	SplitColumnsFromStartStepOp        RecipeStepOperation = "split-columns-from-start"
	SplitColumnMultipleDelimiterStepOp RecipeStepOperation = "split-column-multiple-delimiter"
	SplitColumnSingleDelimiterStepOp   RecipeStepOperation = "split-column-single-delimiter"
	SplitColumnWithIntervalsStepOp     RecipeStepOperation = "split-column-with-intervals"

	// Location structure
	CatMappingStepOp   RecipeStepOperation = "category-mapping"
	GroupByStepOp      RecipeStepOperation = "group-by"
	JoinStepOp         RecipeStepOperation = "join"
	OneHotEncodeStepOp RecipeStepOperation = "one-hot-encode"
	PivotStepOp        RecipeStepOperation = "pivot"
	TokenizeStepOp     RecipeStepOperation = "tokenize"
	UnionStepOp        RecipeStepOperation = "union"
	UnpivotStepOp      RecipeStepOperation = "unpivot"
)

type RecipeStepParam 

type RecipeStepParam struct {
	Name  string `json:"name,omitempty" protobuf:"bytes,1,opt,name=name"`
	Value string `json:"value,omitempty" protobuf:"bytes,2,opt,name=value"`
}

RecipeStepParam is a key value parameter of the recipe

func (*RecipeStepParam) DeepCopy 

func (in *RecipeStepParam) DeepCopy() *RecipeStepParam

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new RecipeStepParam.

func (*RecipeStepParam) DeepCopyInto 

func (in *RecipeStepParam) DeepCopyInto(out *RecipeStepParam)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*RecipeStepParam) Descriptor 

func (*RecipeStepParam) Descriptor() ([]byte, []int)

func (*RecipeStepParam) Marshal 

func (m *RecipeStepParam) Marshal() (dAtA []byte, err error)

func (*RecipeStepParam) MarshalTo 

func (m *RecipeStepParam) MarshalTo(dAtA []byte) (int, error)

func (*RecipeStepParam) MarshalToSizedBuffer 

func (m *RecipeStepParam) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*RecipeStepParam) ProtoMessage 

func (*RecipeStepParam) ProtoMessage()

func (*RecipeStepParam) Reset 

func (m *RecipeStepParam) Reset()

func (*RecipeStepParam) Size 

func (m *RecipeStepParam) Size() (n int)

func (*RecipeStepParam) String 

func (this *RecipeStepParam) String() string

func (*RecipeStepParam) Unmarshal 

func (m *RecipeStepParam) Unmarshal(dAtA []byte) error

func (*RecipeStepParam) XXX_DiscardUnknown 

func (m *RecipeStepParam) XXX_DiscardUnknown()

func (*RecipeStepParam) XXX_Marshal 

func (m *RecipeStepParam) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*RecipeStepParam) XXX_Merge 

func (m *RecipeStepParam) XXX_Merge(src proto.Message)

func (*RecipeStepParam) XXX_Size 

func (m *RecipeStepParam) XXX_Size() int

func (*RecipeStepParam) XXX_Unmarshal 

func (m *RecipeStepParam) XXX_Unmarshal(b []byte) error

type RecommendationSchema 

type RecommendationSchema struct {
	// The name of the column that specifies user IDs (i.e. the primary key)
	// +kubebuilder:default:="user_id"
	// +kubebuilder:validation:Optional
	UserIDColumn *string `json:"userIDColumn,omitempty" protobuf:"bytes,1,opt,name=userIDColumn"`
	// The name of the column that specifies item IDs
	// +kubebuilder:default:="item_id"
	// +kubebuilder:validation:Optional
	ItemIDColumn *string `json:"itemIDColumn,omitempty" protobuf:"bytes,2,opt,name=itemIDColumn"`
	// The name of the column that specifies ratings
	// +kubebuilder:default:="rating"
	// +kubebuilder:validation:Optional
	RatingColumn *string `json:"ratingColumn,omitempty" protobuf:"bytes,3,opt,name=ratingColumn"`
}

func (*RecommendationSchema) DeepCopy 

func (in *RecommendationSchema) DeepCopy() *RecommendationSchema

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new RecommendationSchema.

func (*RecommendationSchema) DeepCopyInto 

func (in *RecommendationSchema) DeepCopyInto(out *RecommendationSchema)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*RecommendationSchema) Descriptor 

func (*RecommendationSchema) Descriptor() ([]byte, []int)

func (*RecommendationSchema) Marshal 

func (m *RecommendationSchema) Marshal() (dAtA []byte, err error)

func (*RecommendationSchema) MarshalTo 

func (m *RecommendationSchema) MarshalTo(dAtA []byte) (int, error)

func (*RecommendationSchema) MarshalToSizedBuffer 

func (m *RecommendationSchema) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*RecommendationSchema) ProtoMessage 

func (*RecommendationSchema) ProtoMessage()

func (*RecommendationSchema) Reset 

func (m *RecommendationSchema) Reset()

func (*RecommendationSchema) Size 

func (m *RecommendationSchema) Size() (n int)

func (*RecommendationSchema) String 

func (this *RecommendationSchema) String() string

func (*RecommendationSchema) Unmarshal 

func (m *RecommendationSchema) Unmarshal(dAtA []byte) error

func (*RecommendationSchema) XXX_DiscardUnknown 

func (m *RecommendationSchema) XXX_DiscardUnknown()

func (*RecommendationSchema) XXX_Marshal 

func (m *RecommendationSchema) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*RecommendationSchema) XXX_Merge 

func (m *RecommendationSchema) XXX_Merge(src proto.Message)

func (*RecommendationSchema) XXX_Size 

func (m *RecommendationSchema) XXX_Size() int

func (*RecommendationSchema) XXX_Unmarshal 

func (m *RecommendationSchema) XXX_Unmarshal(b []byte) error

type RelationshipSpec 

type RelationshipSpec struct {
	// The name of the relationship
	// +kubebuilder:validation:Required
	// +required
	Name string `json:"name,omitempty" protobuf:"bytes,1,opt,name=type"`
	// The name of the columns that holds the foreign key
	Column string `json:"columns,omitempty" protobuf:"bytes,2,opt,name=column"`
	// The relationship arity
	Arity *catalog.RelationshipArity `json:"arity,omitempty" protobuf:"bytes,3,opt,name=arity"`
	// The name of the other DataSource object
	// +kubebuilder:validation:Required
	// +required
	RelatesTo string `json:"relatesTo,omitempty" protobuf:"bytes,4,opt,name=relatesTo"`
}

RelationSpec defines a relationship between two DataSource objects

func (*RelationshipSpec) DeepCopy 

func (in *RelationshipSpec) DeepCopy() *RelationshipSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new RelationshipSpec.

func (*RelationshipSpec) DeepCopyInto 

func (in *RelationshipSpec) DeepCopyInto(out *RelationshipSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*RelationshipSpec) Descriptor 

func (*RelationshipSpec) Descriptor() ([]byte, []int)

func (*RelationshipSpec) Marshal 

func (m *RelationshipSpec) Marshal() (dAtA []byte, err error)

func (*RelationshipSpec) MarshalTo 

func (m *RelationshipSpec) MarshalTo(dAtA []byte) (int, error)

func (*RelationshipSpec) MarshalToSizedBuffer 

func (m *RelationshipSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*RelationshipSpec) ProtoMessage 

func (*RelationshipSpec) ProtoMessage()

func (*RelationshipSpec) Reset 

func (m *RelationshipSpec) Reset()

func (*RelationshipSpec) Size 

func (m *RelationshipSpec) Size() (n int)

func (*RelationshipSpec) String 

func (this *RelationshipSpec) String() string

func (*RelationshipSpec) Unmarshal 

func (m *RelationshipSpec) Unmarshal(dAtA []byte) error

func (*RelationshipSpec) XXX_DiscardUnknown 

func (m *RelationshipSpec) XXX_DiscardUnknown()

func (*RelationshipSpec) XXX_Marshal 

func (m *RelationshipSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*RelationshipSpec) XXX_Merge 

func (m *RelationshipSpec) XXX_Merge(src proto.Message)

func (*RelationshipSpec) XXX_Size 

func (m *RelationshipSpec) XXX_Size() int

func (*RelationshipSpec) XXX_Unmarshal 

func (m *RelationshipSpec) XXX_Unmarshal(b []byte) error

type RowSpec 

type RowSpec struct {
	Cols []ColumnSpec `json:"cols,omitempty" protobuf:"bytes,1,rep,name=cols"`
}

func (*RowSpec) DeepCopy 

func (in *RowSpec) DeepCopy() *RowSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new RowSpec.

func (*RowSpec) DeepCopyInto 

func (in *RowSpec) DeepCopyInto(out *RowSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*RowSpec) Descriptor 

func (*RowSpec) Descriptor() ([]byte, []int)

func (*RowSpec) Marshal 

func (m *RowSpec) Marshal() (dAtA []byte, err error)

func (*RowSpec) MarshalTo 

func (m *RowSpec) MarshalTo(dAtA []byte) (int, error)

func (*RowSpec) MarshalToSizedBuffer 

func (m *RowSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*RowSpec) ProtoMessage 

func (*RowSpec) ProtoMessage()

func (*RowSpec) Reset 

func (m *RowSpec) Reset()

func (*RowSpec) Size 

func (m *RowSpec) Size() (n int)

func (*RowSpec) String 

func (this *RowSpec) String() string

func (*RowSpec) Unmarshal 

func (m *RowSpec) Unmarshal(dAtA []byte) error

func (*RowSpec) XXX_DiscardUnknown 

func (m *RowSpec) XXX_DiscardUnknown()

func (*RowSpec) XXX_Marshal 

func (m *RowSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*RowSpec) XXX_Merge 

func (m *RowSpec) XXX_Merge(src proto.Message)

func (*RowSpec) XXX_Size 

func (m *RowSpec) XXX_Size() int

func (*RowSpec) XXX_Unmarshal 

func (m *RowSpec) XXX_Unmarshal(b []byte) error

type SampleSpec 

type SampleSpec struct {
	// Indicates if sampling is enabled
	// +kubebuilder:default:=false
	// +kubebuilder:validation:Optional
	Enabled *bool `json:"enabled,omitempty" protobuf:"varint,1,opt,name=enabled"`
	// The type of sampling (random sampling, by default)
	// +kubebuilder:default:="random"
	// +kubebuilder:validation:Optional
	Type catalog.SamplingType `json:"type,omitempty" protobuf:"bytes,2,opt,name=type"`
	// The number of rows to sample (by default, 500)
	// +kubebuilder:default:=500
	// +kubebuilder:validation:Minimum=0
	// +kubebuilder:validation:Optional
	Rows *int32 `json:"rows,omitempty" protobuf:"varint,3,opt,name=rows"`
	// The percentage of rows to sample
	// +kubebuilder:default:=100
	// +kubebuilder:validation:Minimum=0
	// +kubebuilder:validation:Optional
	Pct *int32 `json:"percent,omitempty" protobuf:"varint,4,opt,name=percent"`
	// The filter formula, valid only if the sample type is a filter
	// +kubebuilder:default:=""
	// +kubebuilder:validation:Optional
	Filter *string `json:"filter,omitempty" protobuf:"bytes,5,opt,name=filter"`
	// The name of the column to be used for stratified sampling
	// +kubebuilder:default:=""
	// +kubebuilder:validation:Optional
	Column *string `json:"column,omitempty" protobuf:"bytes,6,opt,name=column"`
}

SampleSpec specifies how the contents of a dataset should be sampled

func (*SampleSpec) DeepCopy 

func (in *SampleSpec) DeepCopy() *SampleSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new SampleSpec.

func (*SampleSpec) DeepCopyInto 

func (in *SampleSpec) DeepCopyInto(out *SampleSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*SampleSpec) Descriptor 

func (*SampleSpec) Descriptor() ([]byte, []int)

func (*SampleSpec) Marshal 

func (m *SampleSpec) Marshal() (dAtA []byte, err error)

func (*SampleSpec) MarshalTo 

func (m *SampleSpec) MarshalTo(dAtA []byte) (int, error)

func (*SampleSpec) MarshalToSizedBuffer 

func (m *SampleSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*SampleSpec) ProtoMessage 

func (*SampleSpec) ProtoMessage()

func (*SampleSpec) Reset 

func (m *SampleSpec) Reset()

func (*SampleSpec) Size 

func (m *SampleSpec) Size() (n int)

func (*SampleSpec) String 

func (this *SampleSpec) String() string

func (*SampleSpec) Unmarshal 

func (m *SampleSpec) Unmarshal(dAtA []byte) error

func (*SampleSpec) XXX_DiscardUnknown 

func (m *SampleSpec) XXX_DiscardUnknown()

func (*SampleSpec) XXX_Marshal 

func (m *SampleSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*SampleSpec) XXX_Merge 

func (m *SampleSpec) XXX_Merge(src proto.Message)

func (*SampleSpec) XXX_Size 

func (m *SampleSpec) XXX_Size() int

func (*SampleSpec) XXX_Unmarshal 

func (m *SampleSpec) XXX_Unmarshal(b []byte) error

type ScatterPlotSpec 

type ScatterPlotSpec struct {
	// Dataset is the name of the dataset
	// +kubebuilder:validation:Optional
	DatasetName *string `json:"datasetName,omitempty" protobuf:"bytes,1,opt,name=datasetName"`
	// name of the X column
	// +kubebuilder:validation:Optional
	X *string `json:"x,omitempty" protobuf:"bytes,2,opt,name=x"`
	// name of the Y axis columns
	// +kubebuilder:validation:Optional
	Y *string `json:"y,omitempty" protobuf:"bytes,3,opt,name=y"`
}

func (*ScatterPlotSpec) DeepCopy 

func (in *ScatterPlotSpec) DeepCopy() *ScatterPlotSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ScatterPlotSpec.

func (*ScatterPlotSpec) DeepCopyInto 

func (in *ScatterPlotSpec) DeepCopyInto(out *ScatterPlotSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*ScatterPlotSpec) Descriptor 

func (*ScatterPlotSpec) Descriptor() ([]byte, []int)

func (*ScatterPlotSpec) Marshal 

func (m *ScatterPlotSpec) Marshal() (dAtA []byte, err error)

func (*ScatterPlotSpec) MarshalTo 

func (m *ScatterPlotSpec) MarshalTo(dAtA []byte) (int, error)

func (*ScatterPlotSpec) MarshalToSizedBuffer 

func (m *ScatterPlotSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*ScatterPlotSpec) ProtoMessage 

func (*ScatterPlotSpec) ProtoMessage()

func (*ScatterPlotSpec) Reset 

func (m *ScatterPlotSpec) Reset()

func (*ScatterPlotSpec) Size 

func (m *ScatterPlotSpec) Size() (n int)

func (*ScatterPlotSpec) String 

func (this *ScatterPlotSpec) String() string

func (*ScatterPlotSpec) Unmarshal 

func (m *ScatterPlotSpec) Unmarshal(dAtA []byte) error

func (*ScatterPlotSpec) XXX_DiscardUnknown 

func (m *ScatterPlotSpec) XXX_DiscardUnknown()

func (*ScatterPlotSpec) XXX_Marshal 

func (m *ScatterPlotSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*ScatterPlotSpec) XXX_Merge 

func (m *ScatterPlotSpec) XXX_Merge(src proto.Message)

func (*ScatterPlotSpec) XXX_Size 

func (m *ScatterPlotSpec) XXX_Size() int

func (*ScatterPlotSpec) XXX_Unmarshal 

func (m *ScatterPlotSpec) XXX_Unmarshal(b []byte) error

type Schema 

type Schema struct {
	// The time-series schema, which sets time-series specific parameters
	// +kubebuilder:validation:Optional
	TimeSeriesSchema TimeSeriesSchema `json:"timeSeriesSchema,omitempty" protobuf:"bytes,1,opt,name=timeSeriesSchema"`
	// The recommendation schema, which is used for the recommendation ML task
	// +kubebuilder:validation:Optional
	RecommendationSchema RecommendationSchema `json:"recommendationSchema,omitempty" protobuf:"bytes,2,opt,name=recommendationSchema"`
	// The collection of columns and their attributes
	// +kubebuilder:validation:Optional
	Columns []Column `json:"columns,omitempty" protobuf:"bytes,3,rep,name=columns"`
	// The keys columns are the index of the file or table. The set of keys will be used as an index for the in memory representation(e.g. pandas)
	// +kubebuilder:validation:Optional
	Key []string `json:"key,omitempty" protobuf:"bytes,4,rep,name=key"`
}

Schema defines the column-level format and validation rules for data associated with a DataSource

func (*Schema) DeepCopy 

func (in *Schema) DeepCopy() *Schema

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new Schema.

func (*Schema) DeepCopyInto 

func (in *Schema) DeepCopyInto(out *Schema)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*Schema) Descriptor 

func (*Schema) Descriptor() ([]byte, []int)

func (*Schema) Marshal 

func (m *Schema) Marshal() (dAtA []byte, err error)

func (*Schema) MarshalTo 

func (m *Schema) MarshalTo(dAtA []byte) (int, error)

func (*Schema) MarshalToSizedBuffer 

func (m *Schema) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*Schema) ProtoMessage 

func (*Schema) ProtoMessage()

func (*Schema) Reset 

func (m *Schema) Reset()

func (*Schema) Size 

func (m *Schema) Size() (n int)

func (*Schema) String 

func (this *Schema) String() string

func (*Schema) Unmarshal 

func (m *Schema) Unmarshal(dAtA []byte) error

func (*Schema) XXX_DiscardUnknown 

func (m *Schema) XXX_DiscardUnknown()

func (*Schema) XXX_Marshal 

func (m *Schema) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*Schema) XXX_Merge 

func (m *Schema) XXX_Merge(src proto.Message)

func (*Schema) XXX_Size 

func (m *Schema) XXX_Size() int

func (*Schema) XXX_Unmarshal 

func (m *Schema) XXX_Unmarshal(b []byte) error

type SyntheticSpec added in v0.5.177 

type SyntheticSpec struct {
	// Enabled syntatic data
	// +kubebuilder:validation:Optional
	Enabled *bool `json:"enabled,omitempty" protobuf:"varint,1,opt,name=enabled"`
	// The number of top correlations to be included in the correlation results
	// +kubebuilder:default:=0
	// +kubebuilder:validation:Optional
	Rows *int32 `json:"rows,omitempty" protobuf:"varint,2,opt,name=rows"`
}

func (*SyntheticSpec) DeepCopy added in v0.5.177 

func (in *SyntheticSpec) DeepCopy() *SyntheticSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new SyntheticSpec.

func (*SyntheticSpec) DeepCopyInto added in v0.5.177 

func (in *SyntheticSpec) DeepCopyInto(out *SyntheticSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*SyntheticSpec) Descriptor added in v0.5.177 

func (*SyntheticSpec) Descriptor() ([]byte, []int)

func (*SyntheticSpec) Marshal added in v0.5.177 

func (m *SyntheticSpec) Marshal() (dAtA []byte, err error)

func (*SyntheticSpec) MarshalTo added in v0.5.177 

func (m *SyntheticSpec) MarshalTo(dAtA []byte) (int, error)

func (*SyntheticSpec) MarshalToSizedBuffer added in v0.5.177 

func (m *SyntheticSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*SyntheticSpec) ProtoMessage added in v0.5.177 

func (*SyntheticSpec) ProtoMessage()

func (*SyntheticSpec) Reset added in v0.5.177 

func (m *SyntheticSpec) Reset()

func (*SyntheticSpec) Size added in v0.5.177 

func (m *SyntheticSpec) Size() (n int)

func (*SyntheticSpec) String added in v0.5.177 

func (this *SyntheticSpec) String() string

func (*SyntheticSpec) Unmarshal added in v0.5.177 

func (m *SyntheticSpec) Unmarshal(dAtA []byte) error

func (*SyntheticSpec) XXX_DiscardUnknown added in v0.5.177 

func (m *SyntheticSpec) XXX_DiscardUnknown()

func (*SyntheticSpec) XXX_Marshal added in v0.5.177 

func (m *SyntheticSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*SyntheticSpec) XXX_Merge added in v0.5.177 

func (m *SyntheticSpec) XXX_Merge(src proto.Message)

func (*SyntheticSpec) XXX_Size added in v0.5.177 

func (m *SyntheticSpec) XXX_Size() int

func (*SyntheticSpec) XXX_Unmarshal added in v0.5.177 

func (m *SyntheticSpec) XXX_Unmarshal(b []byte) error

type TableSpec 

type TableSpec struct {
	// Dataset is the name of the dataset
	// +kubebuilder:validation:Optional
	DatasetName *string `json:"datasetName,omitempty" protobuf:"bytes,1,opt,name=datasetName"`
	// List of table columns, if empty use call the columns
	// +kubebuilder:validation:Optional
	Columns []string `json:"columns,omitempty" protobuf:"bytes,2,rep,name=columns"`
	// one or more filters
	// +kubebuilder:validation:Optional
	Filters []string `json:"filters,omitempty" protobuf:"bytes,3,rep,name=filters"`
	// GroupBy columns
	// +kubebuilder:validation:Optional
	GroupBy []string `json:"groupby,omitempty" protobuf:"bytes,4,rep,name=groupby"`
	// Row is the row number
	// +kubebuilder:validation:Optional
	Rows *int32 `json:"rows,omitempty" protobuf:"varint,5,opt,name=rows"`
	// Show index column
	// +kubebuilder:default:=false
	// +kubebuilder:validation:Optional
	ShowIndex *bool `json:"showIndex,omitempty" protobuf:"varint,6,opt,name=showIndex"`
	// Show borther
	// +kubebuilder:default:=false
	// +kubebuilder:validation:Optional
	Border *bool `json:"border,omitempty" protobuf:"varint,7,opt,name=border"`
}

func (*TableSpec) DeepCopy 

func (in *TableSpec) DeepCopy() *TableSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TableSpec.

func (*TableSpec) DeepCopyInto 

func (in *TableSpec) DeepCopyInto(out *TableSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*TableSpec) Descriptor 

func (*TableSpec) Descriptor() ([]byte, []int)

func (*TableSpec) Marshal 

func (m *TableSpec) Marshal() (dAtA []byte, err error)

func (*TableSpec) MarshalTo 

func (m *TableSpec) MarshalTo(dAtA []byte) (int, error)

func (*TableSpec) MarshalToSizedBuffer 

func (m *TableSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*TableSpec) ProtoMessage 

func (*TableSpec) ProtoMessage()

func (*TableSpec) Reset 

func (m *TableSpec) Reset()

func (*TableSpec) Size 

func (m *TableSpec) Size() (n int)

func (*TableSpec) String 

func (this *TableSpec) String() string

func (*TableSpec) Unmarshal 

func (m *TableSpec) Unmarshal(dAtA []byte) error

func (*TableSpec) XXX_DiscardUnknown 

func (m *TableSpec) XXX_DiscardUnknown()

func (*TableSpec) XXX_Marshal 

func (m *TableSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*TableSpec) XXX_Merge 

func (m *TableSpec) XXX_Merge(src proto.Message)

func (*TableSpec) XXX_Size 

func (m *TableSpec) XXX_Size() int

func (*TableSpec) XXX_Unmarshal 

func (m *TableSpec) XXX_Unmarshal(b []byte) error

type TimeSeriesSchema 

type TimeSeriesSchema struct {
	// The time series type
	// +kubebuilder:default:="series"
	// +kubebuilder:validation:Optional
	Type *catalog.TimeSeriesType `json:"type,omitempty" protobuf:"bytes,1,rep,name=type"`
	// The time series frequency
	// +kubebuilder:default:="day"
	// +kubebuilder:validation:Optional
	Freq *catalog.Freq `json:"freq,omitempty" protobuf:"bytes,2,opt,name=freq"`
	// The interval to forecast at this level
	// +kubebuilder:default:=1
	// +kubebuilder:validation:Optional
	Interval *int32 `json:"interval,omitempty" protobuf:"varint,3,opt,name=interval"`
}

func (*TimeSeriesSchema) DeepCopy 

func (in *TimeSeriesSchema) DeepCopy() *TimeSeriesSchema

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TimeSeriesSchema.

func (*TimeSeriesSchema) DeepCopyInto 

func (in *TimeSeriesSchema) DeepCopyInto(out *TimeSeriesSchema)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*TimeSeriesSchema) Descriptor 

func (*TimeSeriesSchema) Descriptor() ([]byte, []int)

func (*TimeSeriesSchema) Marshal 

func (m *TimeSeriesSchema) Marshal() (dAtA []byte, err error)

func (*TimeSeriesSchema) MarshalTo 

func (m *TimeSeriesSchema) MarshalTo(dAtA []byte) (int, error)

func (*TimeSeriesSchema) MarshalToSizedBuffer 

func (m *TimeSeriesSchema) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*TimeSeriesSchema) ProtoMessage 

func (*TimeSeriesSchema) ProtoMessage()

func (*TimeSeriesSchema) Reset 

func (m *TimeSeriesSchema) Reset()

func (*TimeSeriesSchema) Size 

func (m *TimeSeriesSchema) Size() (n int)

func (*TimeSeriesSchema) String 

func (this *TimeSeriesSchema) String() string

func (*TimeSeriesSchema) Unmarshal 

func (m *TimeSeriesSchema) Unmarshal(dAtA []byte) error

func (*TimeSeriesSchema) XXX_DiscardUnknown 

func (m *TimeSeriesSchema) XXX_DiscardUnknown()

func (*TimeSeriesSchema) XXX_Marshal 

func (m *TimeSeriesSchema) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*TimeSeriesSchema) XXX_Merge 

func (m *TimeSeriesSchema) XXX_Merge(src proto.Message)

func (*TimeSeriesSchema) XXX_Size 

func (m *TimeSeriesSchema) XXX_Size() int

func (*TimeSeriesSchema) XXX_Unmarshal 

func (m *TimeSeriesSchema) XXX_Unmarshal(b []byte) error

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