Crate bigml[−][src]

Expand description

An unofficial Rust client for BigML’s REST API.

BigML is an commercial machine-learning service. This unofficial library allows you to talk to BigML from Rust.

We focus on passing data to BigML and running WhizzML scripts, though it’s pretty easy to add support for new resource types and resource fields. See our GitHub repository for more information.

use bigml::{Client, resource::{execution, Id, Script}};
use futures::{executor::block_on, FutureExt, TryFutureExt};
use std::{path::Path, str::FromStr};

let username = "username";
let api_key = "api_key";
let path = Path::new("sample.csv");
let script_id: Id<Script> = Id::from_str("script/123abc")?;

// Create a BigML client.
let client = bigml::Client::new(username, api_key)?;

// Create a source (actually, you should do this via S3 for now).
let source =
    block_on(client.create_source_from_path_and_wait(path.to_owned()))?;
println!("{:?}", source);

// Execute the script.
let mut args = execution::Args::default();
args.set_script(script_id);
args.add_input("source-id", &source.resource)?;
args.add_output("my-output");
let execution = block_on(client.create_and_wait(&args))?;
println!("{:?}", execution);

For more information, see the BigML API and our example code.