02-AREAS

02-AREAS

2291 bookmarks
Newest
Learn - OpenAPI Spec
Learn - OpenAPI Spec
OpenAPI helps speed up API development. You Define, mock, and test REST APIs using a single truth/specification. Ideal for dev and QA teams adopting contract-first workflows.
Deeply nested schemas can become unwieldy and hard to maintain. For instance, a User object containing an Address object, which in turn contains a Location object, can quickly become complex. Why it matters: Simplifying schemas enhances readability and maintainability, making it easier for both developers and consumers to understand and work with the API.
Defining schemas, parameters, and responses inline repeatedly instead of using the components section leads to redundancy and potential inconsistencies. Why it matters: Leveraging components promotes reusability and consistency across the API specification.
Logically group your APIs into smaller, domain-specific specs — like auth.yaml, payment.yaml, orders.yaml. Use tags in OpenAPI to group related endpoints (like Order, Customer, Admin) even within a single file if needed.
/openapi ├── auth.yaml ├── customer.yaml ├── orders.yaml └── components/ └── common-schemas.yaml
·beeceptor.com·
Learn - OpenAPI Spec
401 Unauthorized vs 403 Forbidden
401 Unauthorized vs 403 Forbidden
Find the key differences between HTTP status codes 401 Unauthorized and 403 Forbidden with tabular comparison including when to use each in API development, with practical examples.
401 Unauthorized vs 403 Forbidden
In web development, ensuring access control is essential in safely and efficiently managing APIs. The meanings of 401 Unauthorized and 403 Forbidden are sometimes confused. Nonetheless, both codes have to do with restricted resources, but they serve different purposes. In this article, we will explain the codes and instruct you on which one to use.
401 Unauthorized?​ The response is an HTTP error code for a request lacking valid authentication credentials from a client is referred to as the 401 Unauthorized status code. That being said, it means that before accessing the requested resource, it’s necessary for the server to authenticate itself to the client. If no credentials are provided or if wrong ones are given by the client, then what follows is a 401 status code.
When to Use 401 Unauthorized​ Use 401 Unauthorized when: No authentication details have been received yet from the client. The authentication information supplied – username and password/token – is not valid/has expired. There is no authorization header present in your requests like “Authorization.” For instance, if an API demands Bearer token for access but this token has not been included in any request or is incorrect it will issue back a response having HTTP status code 401 Unauthorized (the most common case).
403 Forbidden?​ The reason for using a 403 Forbidden status code is when the server recognizes the request, the client has been authenticated, but the client does not have permission to access the requested resource. It means that in this case, a client is known while a server intentionally turns down fulfilling the request because of inadequate privileges. When to Use 403 Forbidden​ Use 403 Forbidden when: Authenticated clientele lack sufficient permissions to reach given resources. Server denies resource access irrespective of client’s authentication state. Client’s access to resources is prohibited by any form of an access control system. For instance, an authorized user may try accessing an admin only page without having adequate role. Even if one gets logged in, the response will indicate 403 Forbidden if they do not have sufficient rights.
·beeceptor.com·
401 Unauthorized vs 403 Forbidden
How to Easily Capture and Test Code Output in R
How to Easily Capture and Test Code Output in R
Learn methods to capture and test code output in R, including snapshot testing, dput, and constructive package.
·jakubsobolewski.com·
How to Easily Capture and Test Code Output in R
Databot is not a flotation device - Posit
Databot is not a flotation device - Posit
Databot is an exciting new LLM tool for exploratory data analysis, but to use it safely and effectively, you still need the critical skills of a data scientist.
·posit.co·
Databot is not a flotation device - Posit
Lightweight Object-Relational Mapper for R
Lightweight Object-Relational Mapper for R
oRm is a lightweight Object-Relational Mapper (ORM) for R. It simplifies database interactions by allowing users to define table models, insert and query records, and establish relationships between models without writing raw SQL. oRm uses a combination of DBI, dbplyr, and R6 to provide compatibility with most database dialects.
·kent-orr.github.io·
Lightweight Object-Relational Mapper for R
Guide – Quarto
Guide – Quarto
Comprehensive guide to using Quarto. If you are just starting out, you may want to explore the tutorials to learn the basics.
·quarto.org·
Guide – Quarto
Client for 'toxiproxy'
Client for 'toxiproxy'
Create chaotic proxies for services to test behaviour of your clients and servers in the face of unreliable network connections. Provides a client to the 'toxiproxy' API.
·richfitz.github.io·
Client for 'toxiproxy'
OpenAPI Spec Generator - AI Prompt
OpenAPI Spec Generator - AI Prompt
Generates OpenAPI 3.1.0 specifications from diverse inputs. Free Programming & Code prompt for ChatGPT, Gemini, and Claude.
·docsbot.ai·
OpenAPI Spec Generator - AI Prompt
httr2 1.2.0 - Tidyverse
httr2 1.2.0 - Tidyverse
httr2 1.2.0 improves security for redacted headers, improves URL parsing and building, enhances debugging, and includes a bunch of other quality of life improvements.
·tidyverse.org·
httr2 1.2.0 - Tidyverse
Chapter 9 Use httptest2 | HTTP testing in R
Chapter 9 Use httptest2 | HTTP testing in R
In this chapter we aim at adding HTTP testing infrastructure to exemplighratia2 using httptest2. For this, we start from the initial state of exemplighratia2 again. Back to square one!...
·books.ropensci.org·
Chapter 9 Use httptest2 | HTTP testing in R
Welcome | Geocomputation with R
Welcome | Geocomputation with R
Welcome | Geocomputation with R is for people who want to analyze, visualize and model geographic data with open source software. It is based on R, a statistical programming language that has powerful data processing, visualization, and geospatial capabilities. The book equips you with the knowledge and skills to tackle a wide range of issues manifested in geographic data, including those with scientific, societal, and environmental implications. This book will interest people from many backgrounds, especially Geographic Information Systems (GIS) users interested in applying their domain-specific knowledge in a powerful open source language for data science, and R users interested in extending their skills to handle spatial data.
·r.geocompx.org·
Welcome | Geocomputation with R
Creating OpenAPI from HTTP Traffic
Creating OpenAPI from HTTP Traffic
Around this time of year we're thinking about things we're going to do differently, new practices we've been putting off for too long, and mistakes we want to avoid continuing into another year. For many of us in the API world, that is going to be switching to API Design-first, using standards like OpenAPI to plan and prototype the API long before any code is written. More organizations are switching to API Design-first with OpenAPI, thanks to huge efforts from tooling vendors - from the bigge
·apisyouwonthate.com·
Creating OpenAPI from HTTP Traffic