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48 changes: 48 additions & 0 deletions pattern-metadata.yaml
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# This goal of this metadata is mainly used as a source of truth for
# documentation and qe
metadata_version: "1.0"
name: mlops-fraud-detection
description: Build, train and serve models in RHOAI to detect credit card fraud using Kubeflow Pipelines, KServe and Minio
pattern_version: "1.0"
display_name: MLOps Fraud Detection
repo_url: https://github.com/validatedpatterns/mlops-fraud-detection
docs_repo_url: https://github.com/validatedpatterns/docs
issues_url: https://github.com/validatedpatterns/mlops-fraud-detection/issues
docs_url: https://validatedpatterns.io/patterns/mlops-fraud-detection/
ci_url: https://validatedpatterns.io/ci/?pattern=mlopsfraud
# can be sandbox, tested or maintained
tier: sandbox
owners: dminnear-rh
requirements:
hub: # Main cluster
compute:
platform:
gcp:
replicas: 3
type: n1-standard-8
azure:
replicas: 3
type: Standard_D8s_v3
aws:
replicas: 3
type: m5.2xlarge
controlPlane:
platform:
gcp:
replicas: 3
type: n1-standard-4
azure:
replicas: 3
type: Standard_D4s_v3
aws:
replicas: 3
type: m5.xlarge

# Loosely defined extra features like hypershift support, non-openshift
# kubernetes support, spoke support
extra_features:
hypershift_support: false
spoke_support: false

external_requirements:
# none
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