query-orchestration/CLAUDE.MD

CLAUDE.md

This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.

General rules DO NOT VIOLATE

NEVER code additional features that I did not explicitly ask for without asking permission. NEVER create mock data or simplified components unless explicitly told to do so NEVER replace existing complex components with simplified versions - always fix the actual problem or the feature that was requested. Never just bypass tests that have regressed. Stop and find out why they are failing and fix them. ALWAYS work with the existing codebase - do not create new simplified alternatives ALWAYS find and fix the root cause of issues instead of creating workarounds When debugging issues, focus on fixing the existing implementation, not replacing it When something doesn't work, debug and fix it - don't start over with a simple version Don’t build things I am not specifically asking for unless its required to build the thing I am asking for. When asked to make unit tests avoid mocks and use the actual thing that is being tested when reasonable. For commands that read such as grep or cat there is no need to ask for permission. Do not assume that we need backward compatibilty when implementing new features. If there is a decision to make that will affect this ask. Do not guess.

IDE related

Always use ide diagnostics to validate code changes when running with ide integration (goland, vscode)

linting all edits after every change

Always run task lint once you think you are done with edits to verify your changes have not caused other issues. When running task lint output should always be clean. 0 errors.
Warnings about variable not set are ok.
Lint output output must contain ‘Linting passed, A perfect score! well done!’ or you must fix an issue to resume.

Use task go:lint -- --fix to fix go (file not formmatted) types of errors from lint. Always run this before running task fullsuite:ci

Essential Commands

Development Setup

• devbox shell - Enter development environment (Nix-based) I will start you already in the devbox shell for the project if there is one.
• touch .env - Create environment variables file
• task fullsuite:ci - Complete development workflow (generate, build, lint, test) This must pass clean or its not working. If its output has the word FAIL then investigate what the issue is before calling the change complete.
• when running fullsuite:ci make sure that you have stopped the containers that run from a previous `task compose:refresh' if this applies. (use task compose:down to clean those up first)

Core Development Tasks

• task generate - Generate all code (DB queries via SQLC, OpenAPI clients/servers, mocks, docs)
• task build - Build Docker image
  • task lint - Run all linting (Go, YAML, JSON, Docker, OpenAPI)
• task go:lint -- --fix - Fix automatically fixable linting issues in Go code
• task test:functional - Run full test suite with 80% coverage threshold
• task precommit - Pre-commit checks for CI/CD readiness

Testing Commands

• task test:unit:short - Quick unit tests
• task test:race - Race condition detection
• task test:perf - Performance analysis with slowest test reporting
• task test:mem - Memory usage profiling
• task test:bench - Benchmark execution
• full suite of tests is task fullsuit:ci and it must have this statement at the end of its output 'All coverage checks passed!'

Architecture Overview

System Design

This is a document processing and query orchestration platform with microservices architecture using:

• Event-driven processing via AWS SQS queues
• RESTful API (queryAPI on port 8080) for external interactions
• Runner services (ports 8081-8090) as queue consumers
• PostgreSQL with migration-driven schema management
• AWS services (S3, SQS, Textract, Cognito) for cloud functionality

Document Processing Pipeline

1. Upload → S3 storage → storeEventRunner
2. Init → Validation/deduplication → docInitRunner
3. Sync → Client eligibility → docSyncRunner
4. Clean → Content processing → docCleanRunner
5. Text Extraction → AWS Textract OCR → docTextRunner
6. Query Processing → Custom queries → queryRunner
7. Export → Result generation

Core Entities

• Client: Customer configurations with document sets and permissions
• Collector: Query collection specifications per client
• Query: Data processing blocks with dependency chains
• Document: Uploaded files with processing state tracking
• Export: Manual result output processes

Service Architecture

• queryAPI (8080): Main REST API with OpenAPI-generated handlers
• Runners (8081-8090): Queue-based processing services implementing Controller interface
  • Each runner consumes from specific SQS queues
  • Stateless processing with database persistence
  • Prometheus metrics integration

Development Patterns

Code Generation

All code generation happens via task generate:

• SQLC: Database queries from internal/database/queries/*.sql
• OpenAPI: API clients/servers from serviceAPIs/*.yaml
• Mockery: Test mocks for interfaces
• gomarkdoc: Documentation generation

Testing Strategy

• Testcontainers: Docker-based integration testing for database/queue interactions
• 80% coverage threshold (60% function coverage) enforced
• Private test files: Use *private_test.go for internal testing
• Mock interfaces: Auto-generated in mocks/ directory

Project Structure

Follows Go Standard Project Layout:

• cmd/: Application entry points (main.go files)
• internal/: Private application code
• api/: Generated API server implementations
• pkg/: Generated API client libraries
• mocks/: Auto-generated test mocks

Naming Conventions

• Service: Commands deployed as APIs (e.g., queryAPI)
• Runner: Commands deployed as queue consumers (e.g., docTextRunner)
• API naming: <functionality>API format
• Runner naming: <functionality>Runner format

Environment Configuration

Environment variable hierarchy (first overrides subsequent):

1. devbox.json "env" section
2. devbox.json "init_hook" exports
3. .env file variables

Authentication & Authorization

• AWS Cognito: JWT-based authentication
• Permit.io: RBAC integration for fine-grained permissions
• Middleware handles token validation and permission checking

Key Dependencies

Core Technologies

• Go 1.24: Primary language
• PostgreSQL: Database with pgx driver
• Echo v4: HTTP framework with middleware
• Testcontainers: Integration testing
• AWS SDK v2: Cloud service integration

Code Quality Tools

• golangci-lint: Go linting
• yamllint: YAML validation
• Task: Build automation
• devbox: Development environment

Quick Start for New Features

Adding New API Endpoint

1. Modify serviceAPIs/queryAPI.yaml OpenAPI specification
2. Run task generate to regenerate API code
3. Implement handlers in api/queryAPI/
4. Add tests following existing patterns

Adding New Queue Consumer

1. Create api/<runnerName>/runner.go implementing Controller interface
2. Create cmd/<runnerName>/main.go entry point
3. Add queue configuration in internal/serviceconfig/queue/
4. Add to docker-compose and deployment configurations

Database Changes

1. Add migration files in internal/database/migrations/
2. Add queries in internal/database/queries/
3. Run task db:generate to regenerate Go code
4. Update repository layer as needed