[Azure AI Foundry] Add billing dashboard

[muthu-mps]

• Enhancement

Proposed commit message

This PR adds the Azure billing dashboard to view the usage costs for Cognitive services. The data gets loaded once user enables Azure Billing integrations.

Checklist

• I have reviewed tips for building integrations and this pull request is aligned with them.
• I have verified that all data streams collect metrics or logs.
• I have added an entry to my package's changelog.yml file.
• I have verified that Kibana version constraints are current according to guidelines.
• I have verified that any added dashboard complies with Kibana's Dashboard good practices

Related issues

Screenshots

[elastic-vault-github-plugin-prod]

🚀 Benchmarks report

To see the full report comment with /test benchmark fullreport

[muthu-mps]

@daniela-elastic - Let me know if you have any comments on the dashboard as I am planning to merge the PR today.

[elastic-sonarqube]

Quality Gate passed

Issues
0 New issues
0 Fixed issues
0 Accepted issues

Measures
0 Security Hotspots
99.3% Coverage on New Code
0.0% Duplication on New Code

See analysis details on SonarQube

[elasticmachine]

💚 Build Succeeded

• Buildkite Build
• Commit: d9dd037

History

• 💚 Build #27969 succeeded 703fe65
• 💚 Build #27908 succeeded bf23f1e
• 💚 Build #27751 succeeded 6d7321d
• 💔 Build #27750 failed bd73ec0

cc @muthu-mps

[ishleenk17]

Are we linking these dashboards within Foundry integrtion to other dashboards ?

[muthu-mps]

Are we linking these dashboards within Foundry integrtion to other dashboards ?

yes @ishleenk17, This will be done in the final dashboard PR.

[elastic-vault-github-plugin-prod]

Package azure_ai_foundry - 0.3.0 containing this change is available at https://epr.elastic.co/package/azure_ai_foundry/0.3.0/