Add Monthly Amortized Cost chart and update AWS Benchmark metrics

[cezudas]

Fixes OPS-3858.

This PR uses the latest exported version of the baseline analytics dashboard.

Here's a summary of the existing chart updates:

• Estimated Monthly Savings — Removed the green cell highlight that appeared when savings exceeded zero. The number now displays cleanly without background coloring.

• Top Opportunities to Address — Added proper percentage formatting for the "Percent" column, so values display as e.g. 12.5% instead of a raw decimal.

• Unified Cost Efficiency Metric — Two improvements:

1. The underlying calculation now handles edge cases (zero cost, negative or out-of-range results) more gracefully, returning 0 instead of crashing or showing unexpected values.

2. The color coding was upgraded from a single red threshold to a three-tier system: red (below 80%), yellow (80–90%), and green (90%+), giving a clearer at-a-glance health signal.

[linear]

OPS-3858 Add Monthly Amortized Cost chart and update AWS Benchmark metrics

[Copilot]

Pull request overview

This PR updates the AWS Benchmark analytics dashboard bundle to add a new “Monthly Amortized Cost Over Time” chart and to adjust several existing KPI/table visualizations and dashboard layout.

Changes:

• Added a new Timeseries dataset asset and a new “Monthly Amortized Cost Over Time” chart, wiring them into the AWS Benchmark dashboard and seeding flow.
• Updated “Unified Cost Efficiency Metric” calculation and conditional color thresholds.
• Updated formatting for “Top opportunities to address” (Percent column) and removed conditional formatting from “Estimated Monthly Savings”.

Reviewed changes

Copilot reviewed 8 out of 8 changed files in this pull request and generated 9 comments.

Show a summary per file

File	Description
packages/server/api/src/assets/aws-benchmark-dashboard/datasets/openops_tables_connection/AWS_Benchmark_Timeseries.yaml	Adds dataset asset backing the new monthly amortized cost chart.
packages/server/api/src/assets/aws-benchmark-dashboard/dashboards/AWS_Benchmark.yaml	Updates layout, adds chart 9 to the first row, and adds a new markdown row.
packages/server/api/src/assets/aws-benchmark-dashboard/charts/Unified_Cost_Efficiency_Metric_8.yaml	Updates KPI metric SQL and conditional formatting tiers.
packages/server/api/src/assets/aws-benchmark-dashboard/charts/Top_opportunities_to_address_3.yaml	Adds percent formatting for the “Percent” column.
packages/server/api/src/assets/aws-benchmark-dashboard/charts/Monthly_Amortized_Cost_Over_Time_9.yaml	Introduces new chart configuration for monthly amortized cost.
packages/server/api/src/assets/aws-benchmark-dashboard/charts/Estimated_Monthly_Savings_1.yaml	Removes conditional formatting highlight rules.
packages/server/api/src/app/openops-analytics/benchmark/create-aws-benchmark-datasets.ts	Seeds a new virtual dataset for AWS_Benchmark_Timeseries.
packages/server/api/src/app/openops-analytics/benchmark/create-aws-benchmark-dashboard.ts	Maps the new dataset UUID into the Superset dashboard import step.

Comments suppressed due to low confidence (1)

packages/server/api/src/assets/aws-benchmark-dashboard/charts/Estimated_Monthly_Savings_1.yaml:55

• params.conditional_formatting is cleared, but query_context still contains the old conditional_formatting rule in form_data. This leaves the exported chart definition internally inconsistent and risks the old formatting reappearing depending on how Superset ingests query_context on import. Update query_context to match (or remove it if it’s not required in these exports).

  conditional_formatting: []
  extra_form_data: {}
  dashboards:
    - 2
    - 1
query_context:

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[sonarqubecloud]

Quality Gate passed

Issues
0 New issues
0 Accepted issues

Measures
0 Security Hotspots
0.0% Coverage on New Code
0.0% Duplication on New Code

See analysis details on SonarQube Cloud