MornMon-Bangkit-Capstone/moru-ml-api

API

Installation

Install with pip:

$ pip install -r requirements.txt

Run Flask

Run flask for develop

$ python3 main.py

Endpoint

https://moru-ml-api-inq7f5uz7q-et.a.run.app/v1/{prefix}/{param}

Books

Recommendation Content Based

• URL
  • /books/recommendation_content/{judul}/{jumlah}"
• Method
  • POST
• Parameter:
  • judul as string, must be unique
  • jumlah as int
• Response

{
    "message": "Data Sucessfully Generated",
    "status": 200,
    "error": false,
    "data": [
        {
            "Judul": "Wild About Harry",
            "Penulis": "Linda Lael Miller"
        },
        {
            "Judul": "The Secrets of Harry Bright",
            "Penulis": "Joseph Wambaugh"
        },
        {
            "Judul": "Harry the Dirty Dog",
            "Penulis": "Gene Zion"
        },
        {
            "Judul": "Harry Potter and the Goblet of Fire",
            "Penulis": "J. K. Rowling"
        },
        {
            "Judul": "Harry Potter and the Chamber of Secrets",
            "Penulis": "J. K. Rowling"
        }
    ]
}

Recommendation Collaborative Based

• URL
  • /books/recommendation_collaborative/{user_id}"
• Method
  • POST
• Parameter:
  • user_id as int, must be unique
• Response

{
    "message": "Data Sucessfully Generated",
    "status": 200,
    "error": false,
    "data": [
        [
            "Little Altars Everywhere",
            "Castle",
            "Potshot",
            "Whirlwind",
            "Legend",
            "Revelation Space",
            "A Cry in the Night",
            "Tunnel in the Sky",
            "Guess How Much I Love You",
            "Illusions"
        ]
    ]
}

Retrain

• URL
  • /books/retrain"
• Method
  • GET
• Response

{
    "message": "New Model Sucessfully Generated",
    "status": 200,
    "error": false
}

Sports

• URL
  • /sport/recommendation_content/{judul}"
• Method
  • POST
• Parameter:
  • judul as string, must be unique based on database and case sensitive
• Response

{
    "message": "Data Sucessfully Generated",
    "status": 200,
    "error": false,
    "data": [
        "Running",
        "Stair Climbing",
        "Scissor Kick",
        "Tucks Jump",
        "Bridge",
        "Badminton",
        "Elliptical Training",
        "Jumping Jack",
        "Horseback Riding",
        "Jumping Rope"
    ]
}