created_at2020-01-03 02:18:53.790999
updated_at2020-12-21 16:39:26.887806
descriptionDAG aware artifact builder




DAG Aware Artifact Builder

Rust crate for managing the building and caching of artifacts which are connected in a directed acyclic graph (DAG) like manner, i.e. artifacts may depend on others.

The caching provided by this crate could be especially useful if the artifact builders use consumable resources, the building process is a heavyweight procedure, or a given DAG dependency structure among the builders shall be properly preserved among their artifacts.

Minimal Rust version: 1.40

Basic Concept

The basic concept of daab revolves around Builders, which are user provided structs that implement the Builder trait. That trait essentially has an associated type Artifact and method build where the latter will produce a value of the Artifact type, which will be subsequently be referred to as Artifact. In order to be able to depend on the Artifact of other Builders, the build method also gets a Resolver that allows to retrieve the Artifacts of others.

In order to allow Builders and Artifacts to form a directed acyclic graph this crate provides at its heart an Artifact Cache which keeps the Artifacts of Builders in order to prevent the Builders to produce multiple equal Artifacts. Thus different Builders may depend on same Builder and getting the same Artifact from the Cache.

To be able to share Builders and Artifacts this crate also provides a concept of Cans and Bins, which in the most basic case are simply an opaque Rc<dyn Any> and a transparent Rc<T>, respectively. These are referred to by the generic arguments of e.g. the Cache. For more details consult the canning module.

Additional to the canning, the Cache expects Builders to wrapped in a opaque Blueprint enforcing encapsulation, i.e. it prevents users from accessing the inner struct (the one which implements the Builder trait), while only allowing the Cache itself to call its build method.

Getting started

For the basic concept (explained above) there exists simplified traits which skip over the more advanced features. One such simplified trait is the SimpleBuilder of the rc module, which uses Rcs for canning and has simplified aliases (minimal generic arguments) for all the above types. For getting started that rc module is probably the best place to start.


use std::rc::Rc;
use daab::*;

// Simple artifact
struct Leaf {

// Simple builder
struct BuilderLeaf {
    // ...
impl BuilderLeaf {
    pub fn new() -> Self {
        Self {
            // ...
impl rc::SimpleBuilder for BuilderLeaf {
    type Artifact = Leaf;

    fn build(&self, _resolver: &mut rc::Resolver) -> Self::Artifact {
            // ...

// Composed artifact, linking to a Leaf
struct Node {
    leaf: Rc<Leaf>, // Dependency artifact
    value: u8, // Some custom value
    // ...

// Composed builder, depending on BuilderLeaf
struct BuilderNode {
    builder_leaf: rc::Blueprint<BuilderLeaf>, // Dependency builder
    // ...
impl BuilderNode {
    pub fn new(builder_leaf: rc::Blueprint<BuilderLeaf>) -> Self {
        Self {
            // ...
use std::any::Any;
impl rc::Builder for BuilderNode {
    type Artifact = Node;
    type DynState = u8;
    type Err = Never;

    fn build(&self, resolver: &mut rc::Resolver<Self::DynState>) -> Result<Rc<Self::Artifact>, Never> {
        // Resolve Blueprint to its artifact
        // Unpacking because the Err type is Never.
        let leaf = resolver.resolve(&self.builder_leaf).unpack();

        Ok(Node {
            value: *resolver.my_state(),
            // ...
    fn init_dyn_state(&self) -> Self::DynState {

// The cache to storing already created artifacts
let mut cache = rc::Cache::new();

// Constructing builders
let leaf_builder = rc::Blueprint::new(BuilderLeaf::new());

let node_builder_1 = rc::Blueprint::new(BuilderNode::new(leaf_builder.clone()));
let node_builder_2 = rc::Blueprint::new(BuilderNode::new(leaf_builder.clone()));

// Using the cache to access the artifacts from the builders

// The same builder results in same artifact
assert!(Rc::ptr_eq(&cache.get(&node_builder_1).unpack(), &cache.get(&node_builder_1).unpack()));

// Different builders result in different artifacts
assert!( ! Rc::ptr_eq(&cache.get(&node_builder_1).unpack(), &cache.get(&node_builder_2).unpack()));

// Different artifacts may link the same dependent artifact
assert!(Rc::ptr_eq(&cache.get(&node_builder_1).unpack().leaf, &cache.get(&node_builder_2).unpack().leaf));

// Purge builder 2 to ensure the following does not affect it

// Test dynamic state
assert_eq!(cache.get(&node_builder_1).unpack().value, 42);

// Change state
*cache.dyn_state_mut(&node_builder_1) = 127.into();
// Without invalidation, the cached artefact remains unchanged
assert_eq!(cache.dyn_state(&node_builder_1), &127);
// Invalidate node, and ensure it made use of the state
assert_eq!(cache.get(&node_builder_1).unpack().value, 127);

// State of node 2 remains unchanged
assert_eq!(cache.get_dyn_state(&node_builder_2), None);
assert_eq!(cache.get(&node_builder_2).unpack().value, 42);


daab comes with extensive debugging gear. However, in order to keep the production impact as low as possible, the debugging facilities are capsuled behind the diagnostics feature.

Of course, the debugging feature is for the user of this crate to debug their graphs. Therefore, it is rather modelled as a diagnostics feature (hence the name). The diagnosis is carried out by a Doctor, which is a trait receiving various internal events in order to record them, print them, or otherwise help treating the bug.

Care has been taken to keep the diagnostics feature broadly applicable as well as keeping the non-diagnostics API compatible with the diagnostics-API, meaning that a project not using the diagnostics feature can be easily converted to using diagnostics, usually by just replacing Cache::new() with Cache::new_with_doctor(). In order to store the Doctor the Cache is generic to a doctor, which is important on its creation and for storing it by value. The rest of the time the Cache uses dyn Doctor as its default generic argument. To ease conversion between them, all creatable Caches (i.e. not Cache<dyn Doctor>) implement DerefMut to &mut Cache<dyn Doctor> which has all the important methods implemented.


This crate offers the following features:

  • diagnostics enables elaborate graph and cache interaction debugging. It adds the new_with_doctor() function to the Cache and adds the diagnostics module with the Doctor trait definition and some default Doctors.

  • tynm enable the optional dependency on the tynm crate which adds functionality to abbreviate type names, which are used by some default Doctors, hence it is only useful in connection with the diagnostics feature.

  • unsized enables better conversion between unsized Builders with BlueprintUnsized::into_unsized. This feature requires Nightly Rust.


Licensed under Apache License, Version 2.0 (LICENSE or https://www.apache.org/licenses/LICENSE-2.0).


Unless you explicitly state otherwise, any contribution intentionally submitted for inclusion in this project by you, as defined in the Apache-2.0 license, shall be licensed as above, without any additional terms or conditions.

Commit count: 140

cargo fmt