deprecate insights module

[rootflo-hardik]

Summary by CodeRabbit

Release Notes

• Removed Features
  • Removed the Insights module, including dynamic query execution API, parsed data object management endpoints (fetch, update, media retrieval), alert generation, and insights signal analysis capabilities.
  • Removed BigQuery and Redshift database connectors; related cloud provider integrations and usage metrics tracking no longer available.

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ℹ️ Recent review info

⚙️ Run configuration

Configuration used: defaults

Review profile: CHILL

Plan: Pro

Run ID: 0d391bcd-3586-4772-9822-9baa35ebd7f5

📥 Commits

Reviewing files that changed from the base of the PR and between da41526 and addb00a.

⛔ Files ignored due to path filters (1)

• wavefront/server/uv.lock is excluded by !**/*.lock

📒 Files selected for processing (24)

• wavefront/server/apps/floware/floware/di/application_container.py
• wavefront/server/apps/floware/floware/server.py
• wavefront/server/apps/floware/pyproject.toml
• wavefront/server/docker/floware.Dockerfile
• wavefront/server/modules/insights_module/insights_module/controllers/dynamic_query_controller.py
• wavefront/server/modules/insights_module/insights_module/controllers/pdo_controller.py
• wavefront/server/modules/insights_module/insights_module/controllers/router.py
• wavefront/server/modules/insights_module/insights_module/db/bigquery_connector.py
• wavefront/server/modules/insights_module/insights_module/db/redshift_connector.py
• wavefront/server/modules/insights_module/insights_module/insights_container.py
• wavefront/server/modules/insights_module/insights_module/models/dymanic_query.py
• wavefront/server/modules/insights_module/insights_module/models/insights_signal.py
• wavefront/server/modules/insights_module/insights_module/models/insights_signal_query.py
• wavefront/server/modules/insights_module/insights_module/models/lead_signal_query.py
• wavefront/server/modules/insights_module/insights_module/models/leads_aggreegate.py
• wavefront/server/modules/insights_module/insights_module/repository/pvo_repository.py
• wavefront/server/modules/insights_module/insights_module/service/dynamic_query_service.py
• wavefront/server/modules/insights_module/insights_module/service/insights_service.py
• wavefront/server/modules/insights_module/insights_module/service/pdo_service.py
• wavefront/server/modules/insights_module/insights_module/service/usage_metric_service.py
• wavefront/server/modules/insights_module/insights_module/utils/helper.py
• wavefront/server/modules/insights_module/pyproject.toml
• wavefront/server/modules/insights_module/tests/conftest.py
• wavefront/server/modules/insights_module/tests/test_pvo_controller.py

💤 Files with no reviewable changes (24)

• wavefront/server/docker/floware.Dockerfile
• wavefront/server/apps/floware/pyproject.toml
• wavefront/server/apps/floware/floware/di/application_container.py
• wavefront/server/modules/insights_module/pyproject.toml
• wavefront/server/modules/insights_module/insights_module/controllers/router.py
• wavefront/server/apps/floware/floware/server.py
• wavefront/server/modules/insights_module/insights_module/models/leads_aggreegate.py
• wavefront/server/modules/insights_module/insights_module/utils/helper.py
• wavefront/server/modules/insights_module/insights_module/insights_container.py
• wavefront/server/modules/insights_module/tests/test_pvo_controller.py
• wavefront/server/modules/insights_module/insights_module/models/lead_signal_query.py
• wavefront/server/modules/insights_module/insights_module/service/usage_metric_service.py
• wavefront/server/modules/insights_module/insights_module/controllers/dynamic_query_controller.py
• wavefront/server/modules/insights_module/insights_module/db/bigquery_connector.py
• wavefront/server/modules/insights_module/tests/conftest.py
• wavefront/server/modules/insights_module/insights_module/models/insights_signal_query.py
• wavefront/server/modules/insights_module/insights_module/service/dynamic_query_service.py
• wavefront/server/modules/insights_module/insights_module/models/dymanic_query.py
• wavefront/server/modules/insights_module/insights_module/db/redshift_connector.py
• wavefront/server/modules/insights_module/insights_module/service/insights_service.py
• wavefront/server/modules/insights_module/insights_module/controllers/pdo_controller.py
• wavefront/server/modules/insights_module/insights_module/models/insights_signal.py
• wavefront/server/modules/insights_module/insights_module/repository/pvo_repository.py
• wavefront/server/modules/insights_module/insights_module/service/pdo_service.py

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📝 Walkthrough

Walkthrough

This PR removes the entire insights-module from the floware application, including all dependency injection declarations, API controllers, business services, data repository layer, database connectors, data models, testing infrastructure, and project configuration files.

Changes

Cohort / File(s)	Summary
Dependency Injection & Application Setup wavefront/server/apps/floware/floware/di/application_container.py, wavefront/server/apps/floware/floware/server.py, wavefront/server/modules/insights_module/insights_module/insights_container.py	Removed insights_service and pvo_repository DI provider declarations; eliminated InsightsContainer instantiation and insights router wiring from server initialization; deleted entire DI container configuration for insights module including cloud provider selection logic.
API Controllers & Routing wavefront/server/modules/insights_module/insights_module/controllers/dynamic_query_controller.py, wavefront/server/modules/insights_module/insights_module/controllers/pdo_controller.py, wavefront/server/modules/insights_module/insights_module/controllers/router.py	Removed three controller modules exposing endpoints for dynamic query execution, parsed data object management, and audio/transcript retrieval; eliminated router composition that registered these controllers under /v1/insights prefix.
Business Logic Services wavefront/server/modules/insights_module/insights_module/service/dynamic_query_service.py, wavefront/server/modules/insights_module/insights_module/service/insights_service.py, wavefront/server/modules/insights_module/insights_module/service/pdo_service.py, wavefront/server/modules/insights_module/insights_module/service/usage_metric_service.py	Deleted four service classes handling dynamic query execution, alert/insights extraction, parsed data object operations, and usage metrics collection.
Data Access Layer wavefront/server/modules/insights_module/insights_module/repository/pvo_repository.py	Removed repository class providing YAML-based query loading, SQL query execution, data caching, and usage metric aggregation against Redshift data store.
Data Models wavefront/server/modules/insights_module/insights_module/models/dymanic_query.py, wavefront/server/modules/insights_module/insights_module/models/insights_signal.py, wavefront/server/modules/insights_module/insights_module/models/insights_signal_query.py, wavefront/server/modules/insights_module/insights_module/models/lead_signal_query.py, wavefront/server/modules/insights_module/insights_module/models/leads_aggreegate.py	Deleted dataclass definitions for dynamic queries, alerts, insights, signal queries, and lead aggregations; removed YAML parsing/conversion utilities.
Database Connectors wavefront/server/modules/insights_module/insights_module/db/bigquery_connector.py, wavefront/server/modules/insights_module/insights_module/db/redshift_connector.py	Removed BigQuery and Redshift database connectors with parameterized query execution, connection pooling, and read-only transaction enforcement.
Utilities & Helpers wavefront/server/modules/insights_module/insights_module/utils/helper.py	Deleted OData filter generation utility function.
Testing Infrastructure wavefront/server/modules/insights_module/tests/conftest.py, wavefront/server/modules/insights_module/tests/test_pvo_controller.py	Removed test configuration fixtures (DI container setup, test database, auth/middleware) and all controller integration tests.
Project & Deployment Configuration wavefront/server/apps/floware/pyproject.toml, wavefront/server/modules/insights_module/pyproject.toml, wavefront/server/docker/floware.Dockerfile	Removed insights-module from floware dependencies and workspace sources; deleted insights-module pyproject.toml with all runtime/dev dependencies and build configuration; removed insights-module directory copy from Docker build process.

Estimated code review effort

🎯 4 (Complex) | ⏱️ ~65 minutes

Possibly related PRs

• chore: update redshift functions #235: Modifies ApplicationContainer DI declarations in the same application_container.py file, adding cloud storage manager providers.

Poem

🐰 A module once bustled with queries and alerts,
Dynamic insights and parsed data works,
But now it hops away, removed with great care,
Leaving the codebase cleaner and spare! ✨

🚥 Pre-merge checks | ✅ 3

✅ Passed checks (3 passed)

Check name	Status	Explanation
Description Check	✅ Passed	Check skipped - CodeRabbit’s high-level summary is enabled.
Title check	✅ Passed	The title 'deprecate insights module' directly and clearly summarizes the main change—the comprehensive removal/deprecation of the insights module from the codebase.
Docstring Coverage	✅ Passed	No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.

_{✏️ Tip: You can configure your own custom pre-merge checks in the settings.}

✨ Finishing Touches

📝 Generate docstrings

• Create stacked PR
• Commit on current branch

🧪 Generate unit tests (beta)

• Create PR with unit tests
• Commit unit tests in branch CU-86d2hrmgw-deprecate-insights-module

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