kommandr-ML

Machine Learning Service of Kommandr

This API service recommends a k number of programs similar to another program you pass as a query parameter

Prerequisites

• Docker

Installation

Download the source code

git clone git@github.com:kommandr/kommandr-ML.git

Build docker image

docker build -t api-recommendr .

Run docker container

docker run --rm -it --name api-recommendr -p 7070:7070 --network backend_default api-recommendr

Usage

Parameters:

• program: the program name
• platformid: the platformId
  • 1: Generic, a program is usually installed and used in multiple OS's
  • 2: Linux
  • 3: macOS
  • 4: Windows
• k: return up to k programs

Show up to 10 programs similar to 'git commit'

$ curl -X GET 'http://192.168.99.100:7070/recommendations?program=rmdir&platformid=1&k=5'
{
"recommendations": [
{
"cliName": "mkdir", "shortDescription": "Creates a directory."
}, {
"cliName": "popd", "shortDescription": "Changes the current directory to the directory stored by the `pushd` command."
}, {
"cliName": "popd", "shortDescription": "Remove a directory placed on the directory stack by the `pushd` command."
}, {
"cliName": "popd", "shortDescription": "Remove a directory placed on the directory stack via the pushd shell built-in."
}, {
"cliName": "ls", "shortDescription": "List directory contents."
}
]
}

Show up to 5 programs similar to 'halt'

$ curl -X GET 'http://192.168.99.100:7070/recommendations?program=halt&platformid=1&k=5'
{
"recommendations": [
{
"cliName": "reboot", "shortDescription": "Reboot the system."
}, {
"cliName": "shutdown", "shortDescription": "Shutdown and reboot the system."
}, {
"cliName": "shutdown", "shortDescription": "Shutdown and reboot the system."
}, {
"cliName": "kexec", "shortDescription": "Directly reboot into a new kernel."
}, {
"cliName": "systemsetup", "shortDescription": "Configure System Preferences machine settings."
}
]
}