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NYU DevOps SP24 Project -- Recommendations Squad

License Python Build Status BDD Testing codecov

Overview

This project is a RESTful service managing relationships between two products.

This project is part of a course project that is the backend for an eCommerce website as a collection of RESTful services. The class is divided into 9 squads, and each squad develops and runs a service end-to-end. This repo belongs to the Recommendations Squad who is responsible for managing relationships between two products.

Contents

The repo contains the following:

.gitignore          - this will ignore vagrant and other metadata files
.flaskenv           - Environment variables to configure Flask
.gitattributes      - File to gix Windows CRLF issues
.devcontainers/     - Folder with support for VSCode Remote Containers
dot-env-example     - copy to .env to use environment variables
pyproject.toml      - Poetry list of Python libraries required by the code

service/                   - service python package
├── __init__.py            - package initializer
├── config.py              - configuration parameters
├── models.py              - module with business models
├── routes.py              - module with service routes
└── common                 - common code package
    ├── cli_commands.py    - Flask command to recreate all tables
    ├── error_handlers.py  - HTTP error handling code
    ├── log_handlers.py    - logging setup code
    └── status.py          - HTTP status constants

tests/                     - TDD test cases package
├── __init__.py            - package initializer
├── test_cli_commands.py   - test suite for the CLI
├── test_models.py         - test suite for business models
└── test_routes.py         - test suite for service routes

features/                             - BDD test cases package
│   steps/                            - test steps
│   ├── recommendations_steps.py      - to be executed before every test
│   └── web_steps.py                  - implementation of test steps
├── environment.py                    - prepare the BDD testing environment
└── recommendations.feature           - BDD tests

k8s/                        - configuration files for kubernetes deployment

Database Table Schema

Column Description
id Integer, serves as the primary key
likes Integer no less than 0, reflects the popularity of a recommendation
product_a_sku String with no more than 10 characters, can not be null, represents product a
product_b_sku String with no more than 10 characters, can not be null, represents product b
recommendation_type one of {"UP_SELL", "CROSS_SELL", "ACCESSORY", "BUNDLE"}, denotes the relationship between product a and product b

Example Object

{'id': 526, 'likes': 0, 'product_a_sku': 'HYJtLnYf', 'product_b_sku': 'cUnyEDwP', 'recommendation_type': 'CROSS_SELL'}

Administration Frontend

Administration Frontend

Buttons

Retrieve

Retrieves the Recommendation with the given id.

Delete

Deletes the Recommendation with the given id.

Like

Increments the likes field of the Recommendation with the given id by 1.

Dislike

Decrements the likes field of the Recommendation with the given id by 1. Likes cannot be lower than 0.

List

Retrieves all Recommendations from the database.

Search

Retrieves all Recommendations whose product_a_sku and / or recommendation_type match the input.

Clear

Clears all inputs.

Create

Creates a Recommendation in the database with the given product_a_sku, product_b_sku, recommendation_type and likes. The id and likes are automatically managed by the database.

Implemented Endpoints

The root URL returns the administration frontend described above.

GET "/recommendations"

Returns all of the Recommendations.

POST "/recommendations"

Creates a Recommendation based on the data in the posted body.

GET "/recommendations/<int:recommendation_id>"

Retrieves a single Recommendation based on the id.

DELETE "/recommendations/<int:recommendation_id>"

Deletes a Recommendation based on the id specified in the path.

PUT "/recommendations/<int:recommendation_id>"

Updates a Recommendation based on the posted body.

PUT "/recommendations/<int:recommendation_id>/like"

Increments likes for a Recommendation.

DELETE "/recommendations/<int:recommendation_id>/like"

Decrement likes for a Recommendation.

References

The project is based on NYU DevOps Project Template

The TDD testing (pytest) is based on NYU DevOps Lab Flask TDD

The k8s templates are based on NYU DevOps Lab Kubernetes

The BDD testing (behave) is based on NYU DevOps Lab Flask BDD

The flask-restx implementation is based on NYU DevOps Lab Flask Rest Plus Swagger

License

Copyright (c) 2016, 2024 John Rofrano. All rights reserved.

Licensed under the Apache License. See LICENSE

This repository is part of the New York University (NYU) masters class: CSCI-GA.2820-001 DevOps and Agile Methodologies created and taught by John Rofrano, Adjunct Instructor, NYU Courant Institute, Graduate Division, Computer Science, and NYU Stern School of Business.