Sales Assist API Example

Backend of automated web data scraper using OpenAI LLM

Alembic commands fastapi alembic revision --autogenerate -m "Initial migration" fastapi alembic upgrade head

Seeder commands python scripts/seed_db.py

Docker commands docker exec -it sales_assistant_api /bin/bash

For fargate environment: docker-compose -f docker-compose.fargate.yaml up -d docker-compose -f docker-compose.fargate.yaml up --build -d

Logging

Application logs are printed to stdout using the standard Python logging module. These logs will be forwarded to AWS CloudWatch in a future update.

Load Testing

Run the interactive load testing script (recommended)

./scripts/run-fargate-test.sh

Direct load testing with k6

k6 run tests/load-tests/load-test.js

Run load test with custom parameters

k6 run --vus 10 --duration 30s tests/load-tests/load-test.js

Run the rank endpoint scalability test (gradually increases load)

k6 run tests/load-tests/rank-scalability-test.js

Run the specific 3-parallel rank test (IDs 1-5)

k6 run tests/load-tests/rank-specific-test.js

Monitor resource usage during testing

docker stats sales_assistant_api_fargate sales_assistant_mysql_fargate