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49 changes: 34 additions & 15 deletions go/internal/feast/featurestore.go
Original file line number Diff line number Diff line change
Expand Up @@ -4,14 +4,15 @@ import (
"context"
"errors"
"fmt"
"sort"
"strings"

"github.com/feast-dev/feast/go/protos/feast/serving"
"github.com/feast-dev/feast/go/protos/feast/types"
"google.golang.org/grpc/codes"
"google.golang.org/grpc/status"
"google.golang.org/protobuf/types/known/durationpb"
"google.golang.org/protobuf/types/known/timestamppb"
"sort"
"strings"
)

type FeatureStore struct {
Expand Down Expand Up @@ -92,7 +93,7 @@ func (fs *FeatureStore) GetOnlineFeatures(ctx context.Context, request *serving.
return nil, err
}

fvs, requestedFeatureViews, requestedRequestFeatureViews, requestedOnDemandFeatureViews, err := fs.getFeatureViewsToUse(features, true, false)
fvs, requestedFeatureViews, requestedRequestFeatureViews, requestedOnDemandFeatureViews, err := fs.getFeatureViewsToUse(features, false)

if len(requestedRequestFeatureViews)+len(requestedOnDemandFeatureViews) > 0 {
return nil, status.Errorf(codes.InvalidArgument, "on demand feature views are currently not supported")
Expand Down Expand Up @@ -253,22 +254,31 @@ func (fs *FeatureStore) getFeatureRefs(features *Features) ([]string, error) {
retrieving all feature views. Similar argument to FeatureService applies.

*/
func (fs *FeatureStore) getFeatureViewsToUse(features *Features, allowCache, hideDummyEntity bool) (map[string]*FeatureView, map[*FeatureView][]string, []*RequestFeatureView, []*OnDemandFeatureView, error) {
func (fs *FeatureStore) getFeatureViewsToUse(features *Features, hideDummyEntity bool) (map[string]*FeatureView, map[*FeatureView][]string, []*RequestFeatureView, []*OnDemandFeatureView, error) {
fvs := make(map[string]*FeatureView)
requestFvs := make(map[string]*RequestFeatureView)
odFvs := make(map[string]*OnDemandFeatureView)

featureViews := fs.listFeatureViews(allowCache, hideDummyEntity)
featureViews, err := fs.listFeatureViews(hideDummyEntity)
if err != nil {
return nil, nil, nil, nil, err
}
for _, featureView := range featureViews {
fvs[featureView.base.name] = featureView
}

requestFeatureViews := fs.registry.listRequestFeatureViews(fs.config.Project)
requestFeatureViews, err := fs.registry.listRequestFeatureViews(fs.config.Project)
if err != nil {
return nil, nil, nil, nil, err
}
for _, requestFeatureView := range requestFeatureViews {
requestFvs[requestFeatureView.base.name] = requestFeatureView
}

onDemandFeatureViews := fs.registry.listOnDemandFeatureViews(fs.config.Project)
onDemandFeatureViews, err := fs.registry.listOnDemandFeatureViews(fs.config.Project)
if err != nil {
return nil, nil, nil, nil, err
}
for _, onDemandFeatureView := range onDemandFeatureViews {
odFvs[onDemandFeatureView.base.name] = onDemandFeatureView
}
Expand Down Expand Up @@ -347,7 +357,10 @@ func (fs *FeatureStore) getEntityMaps(requestedFeatureViews map[*FeatureView][]s
var joinKeyMap map[string]string
var featureView *FeatureView

entities := fs.listEntities(true, false)
entities, err := fs.listEntities(false)
if err != nil {
return nil, err
}

for _, entity := range entities {
entityNameToJoinKeyMap[entity.name] = entity.joinKey
Expand Down Expand Up @@ -636,26 +649,32 @@ func (fs *FeatureStore) dropUnneededColumns(onlineFeaturesResponse *serving.GetO
}
}

func (fs *FeatureStore) listFeatureViews(allowCache, hideDummyEntity bool) []*FeatureView {
featureViews := fs.registry.listFeatureViews(fs.config.Project)
func (fs *FeatureStore) listFeatureViews(hideDummyEntity bool) ([]*FeatureView, error) {
featureViews, err := fs.registry.listFeatureViews(fs.config.Project)
if err != nil {
return featureViews, err
}
for _, featureView := range featureViews {
if _, ok := featureView.entities[DUMMY_ENTITY_NAME]; ok && hideDummyEntity {
featureView.entities = make(map[string]struct{})
}
}
return featureViews
return featureViews, nil
}

func (fs *FeatureStore) listEntities(allowCache, hideDummyEntity bool) []*Entity {
func (fs *FeatureStore) listEntities(hideDummyEntity bool) ([]*Entity, error) {

allEntities := fs.registry.listEntities(fs.config.Project)
allEntities, err := fs.registry.listEntities(fs.config.Project)
if err != nil {
return allEntities, err
}
entities := make([]*Entity, 0)
for _, entity := range allEntities {
if entity.name != DUMMY_ENTITY_NAME || !hideDummyEntity {
entities = append(entities, entity)
}
}
return entities
return entities, nil
}

func (fs *FeatureStore) getFvEntityValues(fv *FeatureView,
Expand Down Expand Up @@ -820,7 +839,7 @@ func (fs *FeatureStore) groupFeatureRefs(requestedFeatureViews map[*FeatureView]
return fvFeatures, nil
}

func (fs *FeatureStore) getFeatureView(project, featureViewName string, allowCache, hideDummyEntity bool) (*FeatureView, error) {
func (fs *FeatureStore) getFeatureView(project, featureViewName string, hideDummyEntity bool) (*FeatureView, error) {
fv, err := fs.registry.getFeatureView(fs.config.Project, featureViewName)
if err != nil {
return nil, err
Expand Down
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