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How would you design a Bash script to interact with a REST API, including error handling and data parsing?

To design a Bash script for REST API interaction, I would use curl for making requests, jq for parsing JSON responses, and implement error handling using HTTP status codes and…

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How would you design a caching strategy using Redis to optimize read-heavy API endpoints, and what considerations would you keep in mind regarding cache expiration and invalidation?

I would use Redis as a primary in-memory cache for frequently accessed data to reduce database load. Key considerations include setting appropriate expiration policies based on data access patterns and…

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How would you implement a simple endpoint in FastAPI that returns a list of users from a hardcoded database?

To create a simple endpoint in FastAPI that returns a list of users, you’d define a list of user dictionaries, then create a GET route using the @app.get decorator. This…

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How would you design a RESTful API on AWS that ensures both scalability and security, particularly when dealing with sensitive user data?

To design a scalable and secure RESTful API on AWS, I would utilize AWS Lambda for serverless compute, Amazon API Gateway for managing the API endpoints, and AWS IAM for…

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Can you explain how to define and handle query parameters in a FastAPI endpoint?

In FastAPI, query parameters can be defined by adding function parameters with type annotations in the endpoint function. FastAPI automatically reads them from the query string and validates their types.

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Can you explain what RESTful API design is and how you would implement it in a C# application?

RESTful API design is an architectural style for designing networked applications using HTTP requests to access and use data. In a C# application, this can be implemented using ASP.NET Core,…

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How can you design an API to ensure it delivers optimal performance when handling a high volume of requests?

To ensure optimal performance for a high volume of requests, I would implement rate limiting in the API design. This controls the number of requests a client can make in…

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Can you explain what a RESTful API is and how you would approach designing one in C#?

A RESTful API is a service that follows REST principles to allow clients to interact with resources over HTTP. In C#, I would use ASP.NET Core to create controllers for…

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Can you explain how the Strategy Pattern can be useful in API design, particularly in handling different authentication mechanisms?

The Strategy Pattern allows you to define a family of algorithms, encapsulate each one, and make them interchangeable. In API design, this is particularly useful for supporting multiple authentication strategies,…

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Can you explain what a GraphQL query is and how it differs from a traditional REST API request?

A GraphQL query is a request made to a GraphQL server to fetch specific data in a structured format. Unlike REST API requests, which often return fixed structures, GraphQL queries…

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Can you explain what an API is in the context of serving a machine learning model?

An API, or Application Programming Interface, in the context of serving a machine learning model allows different software components to communicate. It provides a structured way for applications to send…

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In a CI/CD pipeline, how do you handle versioning for multiple microservices that may have interdependencies?

To handle versioning for multiple interdependent microservices, I typically use semantic versioning alongside a centralized service registry. This allows each microservice to maintain its version while enabling compatibility checks during…

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