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When applying the definitions.py file, Featureform should successfully register all providers, sources, transformations, features...
ClickHouse and Redis are used as providers.
Actual Behavior
When applying the definitions.py file, Featureform successfully register the providers, sources and transformations, but returns an error when trying to register a feature and label: transformation not found and table not found.
COMPLETED
Resource Type Name (Variant) Status Error
Provider clickhouse () READY
Provider redis () READY
SourceVariant metric_events (2024-05-09t20-40-15) READY
Transformation hourly_metric_average (2024-05-09t20-40-15) READY
FeatureVariant hourly_avg (2024-05-09t20-40-15) FAILED transformation not found: featureform_primary__hourly_metric_average__2024-05-09t20-40-15
LabelVariant value_bool (2024-05-09t20-40-15) FAILED Table metric_events Variant 2024-05-09t20-40-15 not found.
TrainingSetVariant metrics_training (2024-05-09t20-40-15) FAILED feature could not complete job: feature registration failed: name: hourly_avg, variant: 2024-05-09t20-40-15
Steps To Reproduce
Deploy Featureform on (local) K8s cluster using Helm
Portforward Featureform API server:kubectl port-forward --namespace featureform svc/featureform-api-server 7878:7878 &
Set Featureform host env variable: export FEATUREFORM_HOST=localhost:7878
Define providers, sources, transformations, features, labels... in definitions.py
Expected Behavior
When applying the
definitions.py
file, Featureform should successfully register all providers, sources, transformations, features...ClickHouse and Redis are used as providers.
Actual Behavior
When applying the
definitions.py
file, Featureform successfully register the providers, sources and transformations, but returns an error when trying to register a feature and label:transformation not found
andtable not found
.Steps To Reproduce
kubectl port-forward --namespace featureform svc/featureform-api-server 7878:7878 &
export FEATUREFORM_HOST=localhost:7878
definitions.py
featureform apply definitions.py --insecure
What mode are you running Featureform in?
Local
What version of Python are you running?
3.10
Featureform Python Package Version
1.12.6
Featureform Helm Chart Version
0.12.1
Kubernetes Version
1.27.3
Relevant log output
No response
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