ommx 2.0.0-rc.0

Rust SDK for OMMX (Open Mathematics prograMming eXchange)

OMMX Messages

OMMX defines several messages in protobuf schema, and their Rust bindings are in the [v1] module.

Examples

• Create [v1::Linear] message in Rust, and serialize/deserialize it

use ommx::v1::{Linear, linear::Term};
use prost::Message; // For `encode` and `decode` methods

// Create a linear function `x1 + 2 x2 + 3`
let linear = Linear::single_term(1, 1.0) + Linear::single_term(2, 2.0) + 3.0;

// Serialize the message to a byte stream
let mut buf = Vec::new();
linear.encode(&mut buf).unwrap();

// Deserialize the byte stream back into a linear function message
let decoded_linear = Linear::decode(buf.as_slice()).unwrap();

// Print the deserialized message
println!("{:?}", decoded_linear);

• [Evaluate] a [v1::Linear] with [v1::State] into f64

use ommx::{Evaluate, v1::{Linear, State, linear::Term}};
use maplit::{hashmap, btreeset};

// Create a linear function `x1 + 2 x2 + 3`
let linear = Linear::single_term(1, 1.0) + Linear::single_term(2, 2.0) + 3.0;

// Create a state `x1 = 4`, `x2 = 5`, and `x3 = 6`
let state: State = hashmap! { 1 => 4.0, 2 => 5.0, 3 => 6.0 }.into();

// Evaluate the linear function with the state, and get the value and used variable ids
let (value, used_ids) = linear.evaluate(&state).unwrap();

assert_eq!(value, 1.0 * 4.0 + 2.0 * 5.0 + 3.0);
assert_eq!(used_ids, btreeset!{ 1, 2 }) // x3 is not used

OMMX Artifact

OMMX Artifact is an OCI Artifact, i.e. a container image with arbitrary content, storing the OMMX Messages. It is useful for storing messages on local disk or sharing with others via container registry.

Examples

• Create an artifact as a file with an instance created by [random::random_lp]

use ocipkg::ImageName;
use ommx::{artifact::{Builder, InstanceAnnotations}, random::random_lp};
use rand::SeedableRng;

# fn main() -> anyhow::Result<()> {
// Create random LP instance to be saved into an artifact
let lp = random_lp(&mut rand::thread_rng(), 5, 7);

// Builder for creating an artifact as a file (e.g. `random_lp_instance.ommx`)
let mut builder = Builder::new_archive_unnamed("random_lp_instance.ommx".into())?;

// Add the instance with annotations
let mut annotations = InstanceAnnotations::default();
annotations.set_title("random_lp".to_string());
annotations.set_created(chrono::Local::now());
builder.add_instance(lp, annotations)?;

// Build the artifact
let _artifact = builder.build()?;
# Ok(()) }

• Create an artifact on local registry, and then push it to remote registry (e.g. GitHub Container Registry)

use ocipkg::ImageName;
use ommx::{artifact::{Builder, InstanceAnnotations}, random::random_lp};
use rand::SeedableRng;

# fn main() -> anyhow::Result<()> {
// Create random LP instance to be saved into an artifact
let lp = random_lp(&mut rand::thread_rng(), 5, 7);

// Builder for creating an artifact in local registry
let mut builder = Builder::new(
ImageName::parse("ghcr.io/jij-inc/ommx/random_lp_instance:testing")?
)?;

// Add annotations for the artifact
builder.add_source(&url::Url::parse("https://github.com/Jij-Inc/ommx")?);
builder.add_description("Test artifact".to_string());

// Add the instance with annotations
let mut annotations = InstanceAnnotations::default();
annotations.set_title("random_lp".to_string());
annotations.set_created(chrono::Local::now());
builder.add_instance(lp, annotations)?;

// Build the artifact
let mut artifact = builder.build()?;

// Push the artifact to remote registry
artifact.push()?;
# Ok(()) }

• Pull an artifact from remote registry, and load the instance message

use ocipkg::ImageName;
use ommx::artifact::{Artifact, media_types};

# fn main() -> anyhow::Result<()> {
let image_name = ImageName::parse("ghcr.io/jij-inc/ommx/random_lp_instance:testing")?;

// Pull the artifact from remote registry
let mut remote = Artifact::from_remote(image_name)?;
let mut local = remote.pull()?;

// List the digest of instances
for desc in local.get_layer_descriptors(&media_types::v1_instance())? {
println!("{}", desc.digest());
}
# Ok(()) }