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feat: Data Quality Monitoring added in feast UI #6422

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7cd7beb
feat: Operational metrics for offline store and SOX metrics for both
jyejare Apr 27, 2026
7050f54
fix: Resolve comments from review
jyejare May 11, 2026
b28265e
feat: Statistical/Distribution metrics in Feast
jyejare Mar 31, 2026
0022cd2
chore: Serving Time metrics and monitoring rollout to more backends
jyejare Apr 20, 2026
5962497
chore: Performance Improvements
jyejare Apr 20, 2026
52576c2
docs: Monitoring User Guide
jyejare Apr 21, 2026
f981fd2
feat: Optional Monitoring and utils file added
jyejare Apr 21, 2026
3e79718
test: Validate the query logic to validate metrics calculation
jyejare May 4, 2026
a4062a2
fix: Review comments and relevent code fixed
jyejare May 7, 2026
95d9d9e
fix: None values handled gracefully
jyejare May 19, 2026
d27c154
feat: Feature Store Monitoring UI support is added
jyejare May 19, 2026
f95d4fb
fix: None values handled gracefully
jyejare May 19, 2026
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35 changes: 29 additions & 6 deletions .secrets.baseline
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Original file line number Diff line number Diff line change
Expand Up @@ -272,6 +272,29 @@
"line_number": 11
}
],
"examples/monitoring/monitoring-quickstart.ipynb": [
{
"type": "Base64 High Entropy String",
"filename": "examples/monitoring/monitoring-quickstart.ipynb",
"hashed_secret": "8d921d6d629bc22832e5fae42dfc828b8ce5cf47",
"is_verified": false,
"line_number": 606
},
{
"type": "Base64 High Entropy String",
"filename": "examples/monitoring/monitoring-quickstart.ipynb",
"hashed_secret": "37b47d0b2461457e316f1b0be0eef0f9599d440d",
"is_verified": false,
"line_number": 780
},
{
"type": "Base64 High Entropy String",
"filename": "examples/monitoring/monitoring-quickstart.ipynb",
"hashed_secret": "be6715cc8d40a964c7bd1fd8eff5e840d61ad598",
"is_verified": false,
"line_number": 875
}
],
"examples/online_store/milvus_tutorial/docker-compose.yml": [
{
"type": "Secret Keyword",
Expand Down Expand Up @@ -934,7 +957,7 @@
"filename": "infra/feast-operator/api/v1/featurestore_types.go",
"hashed_secret": "44e17306b837162269a410204daaa5ecee4ec22c",
"is_verified": false,
"line_number": 885
"line_number": 889
}
],
"infra/feast-operator/api/v1/zz_generated.deepcopy.go": [
Expand All @@ -943,21 +966,21 @@
"filename": "infra/feast-operator/api/v1/zz_generated.deepcopy.go",
"hashed_secret": "f914fc9324de1bec1ad13dec94a8ea2ddb41fc87",
"is_verified": false,
"line_number": 785
"line_number": 810
},
{
"type": "Secret Keyword",
"filename": "infra/feast-operator/api/v1/zz_generated.deepcopy.go",
"hashed_secret": "44e17306b837162269a410204daaa5ecee4ec22c",
"is_verified": false,
"line_number": 846
"line_number": 871
},
{
"type": "Secret Keyword",
"filename": "infra/feast-operator/api/v1/zz_generated.deepcopy.go",
"hashed_secret": "c2028031c154bbe86fd69bef740855c74b927dcf",
"is_verified": false,
"line_number": 1496
"line_number": 1516
}
],
"infra/feast-operator/api/v1alpha1/featurestore_types.go": [
Expand Down Expand Up @@ -1140,14 +1163,14 @@
"filename": "infra/feast-operator/internal/controller/services/repo_config.go",
"hashed_secret": "44e17306b837162269a410204daaa5ecee4ec22c",
"is_verified": false,
"line_number": 129
"line_number": 133
},
{
"type": "Secret Keyword",
"filename": "infra/feast-operator/internal/controller/services/repo_config.go",
"hashed_secret": "e2fb052132fd6a07a56af2013e0b62a1f510572c",
"is_verified": false,
"line_number": 220
"line_number": 224
}
],
"infra/feast-operator/internal/controller/services/services.go": [
Expand Down
5 changes: 4 additions & 1 deletion Makefile
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Expand Up @@ -105,7 +105,10 @@ install-python-dependencies-minimal: ## Install minimal Python dependencies usin
# Used in github actions/ci
install-python-dependencies-ci: ## Install Python CI dependencies using uv pip sync
# Create virtualenv if it doesn't exist
uv venv .venv
@if [ ! -d .venv ]; then \
echo "Creating virtualenv..."; \
uv venv .venv; \
fi
# Install CPU-only torch first to prevent CUDA dependency issues (Linux only)
@if [ "$$(uname -s)" = "Linux" ]; then \
echo "Installing dependencies with torch CPU index for Linux..."; \
Expand Down
2 changes: 2 additions & 0 deletions docs/SUMMARY.md
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Expand Up @@ -57,6 +57,7 @@
* [MCP - AI Agent Example](../examples/mcp_feature_store/README.md)
* [Feast-Powered AI Agent](../examples/agent_feature_store/README.md)
* [Demo Notebooks](tutorials/demo-notebooks.md)
* [Feature Quality Monitoring Quickstart](../examples/monitoring/monitoring-quickstart.ipynb)

## How-to Guides

Expand Down Expand Up @@ -90,6 +91,7 @@
* [Adding or reusing tests](how-to-guides/adding-or-reusing-tests.md)
* [Starting Feast servers in TLS(SSL) Mode](how-to-guides/starting-feast-servers-tls-mode.md)
* [Importing Features from dbt](how-to-guides/dbt-integration.md)
* [Feature Quality Monitoring](how-to-guides/feature-monitoring.md)

## Reference

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