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Changelog

All notable changes to this project will be documented in this file.

The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.

Changed

  • Test runners send SIGKILL to their build processes when exiting early due to stop-after.
  • cargo-maelstrom passes --no-deps to cargo metadata command.
  • cargo-maelstrom now displays warnings after the test summary.

0.12.0 - 2024-09-12

General

The focus of this release was usability improvements for test runners.

Test Scheduling Priorities

We added a new priority field to the job struct to allow the client to indicate higher-priority jobs. The tests runners now use this field to elevate the priorities of new and previously-failed tests. This way, users get immediate feedback about whether or not their changes fixed their tests.

New Configuration Values

We added a stop-after configuration value to all of the test runners. The test runner will stop executing after this many failures. This pairs well with the new scheduling priorities. Running cargo maelstrom --stop-after=1 will give immediate feedback on whether your new tests failed, or whether your changes intended to fix a failing test worked.

Passing Extra Arguments to Tests

We added a number of configuration values to allow the passing of arbitrary arguments to test binaries. In the case of Pytest, we also added configuration values to enable passing arbitrary arguments to the collect phase, the test-running phase, or both.

The extra arguments can also be passed after -- on the command line, like this: maelstrom-go-test -- -test.parallel 12.

More maelstrom-go-test Features

We added the vet, short, and fullpath pass-through configuration values to maelstrom-go-test. We also added maelstrom-go-test --list-packages.

Better Default Metadata

We updated the default metadata for the test runners to be more useful. Each test runner now has its own, specific, default metadata.

cargo maelstrom now passes RUST_BACKTRACE and RUST_LIB_BACKTRACE to the test binaries.

maelstrom-pytest now has much better defaults, as is documented here.

UI Improvements

The test-runner UI has been improved in a number of ways to provide more information about the state of tests. See below for more information.

Shared-Library Dependencies

We added a new layer type called shared-library-dependencies, which includes the closure of shared libraries required to run a list of binaries. This makes it easier to include external binaries and their dependencies in test containers.

Added

  • maelstrom-go-test now edits out some lines from test failures that come from the go test test fixture code. [369]
  • maelstrom-go-test now shows tests which call t.Skip as status IGNORED. [367]
  • vet config value added to maelstrom-go-test. [356]
  • short config value added to maelstrom-go-test. [354]
  • fullpath config value added to maelstrom-go-test. [351]
  • --list-packages command-line option to maelstrom-to-test. [318]
  • extra-test-binary-args config value added to maelstrom-go-test. [363]
  • extra-test-binary-args config value added to cargo-maelstrom. [370]
  • extra-pytest-args config value added to maelstrom-pytest. [371] [372]
  • extra-pytest-collect-args config value added to maelstrom-pytest. [372]
  • extra-pytest-test-args config value added to maelstrom-pytest. [372]
  • shared-library-dependencies layer type added. [266]
  • stop-after config value added. [114]
  • Scheduling priorities. Tests are run in LRT (longest remaining time) order within their priority band. Test with higher priority are always run before tests with lower priorities.
  • Tracking of whether or not tests failed the last time they were run. If --repeat was specified, a test is considered to have failed if any instance failed.
  • Functionality where new tests and tests that failed previously are run before other tests. This function pairs wells with the new stop-after config value. [380]
  • Fancy UI lists failed tests in a dialog before it has finished running tests. [391]
  • Simple and Fancy UI indicate the number of failed tests in their respective progress bars. [391]

Changed

  • ui test-runner config option value now matches the same casing as the CLI option (kebab-case).
  • UI now has improved tracking of the state of tests. The fancy UI in particular will now only show a test as running once it has actually started executing.
  • quiet config option removed from test runners, replaced with new "quiet" UI. [374]
  • Demoted warning to debug message concerning un-built test binaries in cargo-maelstrom. [359]
  • Forward RUST_BACKTRACE and RUST_LIB_BACKTRACE by default in cargo-maelstrom. [386]
  • maelstrom-pytest default test metadata has been updated to be better and contain examples [324] [326]
  • A mount_point of "/" is now disallowed when parsing devices in test metadata files. This didn't produce a job that worked previously, this now just fails earlier. [344]
  • A job with local networking and a "sys" mount now errors with a nicer message before even running. [389]

Fixed

  • Fixed issue with test-runner fancy UI where it would crash if the summary was too large.
  • Fixed issue with test-runners including extra trailing line in test output.
  • Fixed issue where the helpful extra comments in the file written by test runners with --init weren't being added.

Removed

  • Removed support for the deprecated maelstrom-test.toml file. [333]

0.11.0 - 2024-07-30

General

There are two big changes in this release: a brand-new terminal UI and a Go test runner.

Our original terminal UI was enough to get the job done, but it wasn't anything special. Starting this release, we plan on investing more heavily in our UI. We think that this release is a great start. The new UI is a lot prettier, but more importantly, it shows more information. There are new sections that show the background build command, any pending artifact uploads and container image downloads, and any running tests. This makes it much easier to understand what's going on in the background.

We're also proud to announce our Go test runner: maelstrom-go-test. This new test runner joins our Pytest and Rust test runners. The Go test runner currently runs all the tests that a go test ./... invocation would run, including normal tests, fuzz tests with their base corpus, and examples. There isn't yet support for actual fuzzing, profiling, or benchmarking. We plan to expand the supported features in the future.

In addition to these to big changes, there are a lot of smaller ones. See below for details.

Added

  • A way to turn off tests inside of all three test runners. This is useful when moving a test corpus over to Maelstrom. It's nice to be able to ignore some tests initially, and then add them back in slowly while containerizing them. [96]
  • Versioning of documentation on our web site. You can see documentation for latest release here. Previous releases can be found by using the desired version in the URL. [276]
  • Documentation for templating of paths in test-runner configurations.
  • A new --repeat (alias: --loop) command-line option to repeat all tests a certain number of times. [85]

Removed

  • The devices field of job specifications, both in clients and in the protobuf types, has been removed. This was deprecated in the last release. Use devices layers instead. [321]

Changed

  • maelstrom-test.toml is now deprecated. Use the test-runner specific file instead (cargo-maelstrom.toml, maelstrom-pytest.toml, or maelstrom-go-test.toml). [332]
  • The default for include_shared_libraries for test runners has changed. Before, if there were any layers added, it would be turned off. However, that doesn't make much sense since most tests have at least one layer for stubs, etc. Instead, the we now turn this off only if test's container is based off of a container image. [232]
  • image specifications in clients no longer need to provide a use field. If one is not provided, layers and environment will be used. Also, the name can be specified directly as a string, like "image = \"docker:foo\"". [329]

0.10.0 - 2024-07-03

High-Level

This release contains three big new things. The new Python test runner, the new --tty mode for maelstrom-run, and big upgrades to the container image handling code.

cargo-maelstrom

  • The test configuration language now supports a single template argument in paths. When <build-dir> is found in a path, it will be replaced with a path to the build output directory for the current profile.
  • cargo-maelstrom.toml is now the default place for test configuration. maelstrom-test.toml is still checked and used if cargo-maelstrom.toml doesn't exist, though it's use is deprecated.
  • Fixed issue where test binary name was being printed even when it was the same as the package name on newer versions of cargo.

maelstrom-pytest

First release of new test runner for Python tests. See the book for more details around its usage.

Client Job Specification

These changes affect the job specification used by all the test runners and maelstrom-run.

  • Deprecated devices and added_devices fields. Added new devices mount type.
  • Changed format of container image names to be more standardized and support new features. See the book for details of new format.
  • Added devpts and mqueue mount types.

cargo-maelstrom, maelstrom-pytest and maelstrom-run

  • Added the --accept-invalid-remote-container-tls-certs flag.
  • Changed meaning of the sha256 hashes in the container lock-file to better match other tools. The version of the file was bumped to reflect this change. Users will be forced to regenerate their lock-file to get the new hashes thanks to the new version number.
  • When generating manifests, if a file is under a certain size (< 200KiB) the data is included as part of the manifest instead of uploaded as a separate artifact.
  • Fixed issue where we were running out of file descriptors contending with ourselves on the container tags lock. [291]
  • Support for docker images with a / in the name as added. [295]
  • Support for docker images from other public container image providers was added.
  • Now search PATH environment variable when looking for a program to execute when running a job. [300]

maelstrom-run

  • Add new --file argument to pass a job specification via path.
  • Add new --one argument which allows extra functionality when running only one job.
  • Add new --tty flag which attaches a TTY to a job being run.

maelstrom-worker and Standalone Mode for Clients

  • Added a "graceful shutdown" which waits for jobs to be canceled when exiting. Also catch most signals and ensure we go through "graceful shutdown" in response. This should remove the vast majority of leaked broken FUSE mounts. [303]

Client Internals

  • Replaced enable_writable_file_system with new JobRootOverlay type.
  • Added new JobRootOverlay::Local variant which allows for providing the overlay directory on local jobs.

0.9.0 - 2024-05-21

Major Changes

There are two major changes in this release, plus a lot of smaller changes and bug fixes.

LPT Scheduling

The first big change is that Maelstrom now uses Longest-processing-time-first (LPT) scheduling. This brings narrows the theoretical upper bound on the difference between our schedules and optimal schedules (which are NP-hard to compute). In practice, this greatly helps situations where there are a few long-running tests mixed in with a bunch of faster ones.

cargo-maelstrom now remembers how long the last few runs of each test took. It uses that information to predict how long the next run will take. Those tests that are predicted to run the longest are run first.

Local Jobs

The second big change is that Maelstrom now has an "escape hatch" that one can use to force a job to be run on the local machine, with access to the local file system and/or network.

There is now a "local" network option, which means that a job will run on the local machine, without being put in its own network namespace. In other words, it will have all the same network access as any program on the local machine.

There is also now a "bind" mount type, which allows one to expose parts of the local file system to the job. For example, the ./target directory could be provided to a job, mounted at /target inside of the job's container.

Jobs that use either of these features are forced to run on the local worker, even if all other jobs are going to a remote cluster.

cargo-maelstrom

  • Added a new container-image-depot-root configuration value. The default is $XDG_CACHE_HOME/maelstrom/container, which is what was hard-coded before. [248]
  • Cleaned up where various thing go in the Cargo target directory. Before, we had a number of files and directories directly in the target directory. Now, there are target/maelstrom/cache and target/maelstrom/state, which are the equivalents to the "cache" and "state" directories in the XDG Base Directories Specification.
  • Remove the following short command-line option aliases: [277]
    • -s (--cache-size)
    • -I (--inline-limit)
    • -S (--slots)
  • Fixed a few race conditions in the outputting of tests results. [279]
  • Fixed a bug with tar files with / entries (as demonstrated by the busybox image). [272]
  • Fixed two bugs related to cargo-maelstrom hanging instead of exiting when there is a remote error.
  • Improved error messages when a container image or tag doesn't exist.
  • Restored container image download progress bars.
  • Swap order of "side" progress bars (artifact upload and container download) so that they align on the right.
  • The format for mounts has now changed. The fs_type field has been renamed type, and a new "bind" type has been added.
  • The enable_loopback field has been replaced with a new network field that can have one of the three values: "disabled", "local", or "loopback". The new "local" option is used to give a job unfettered access to the local machine's network.
  • Clarified that when running --list-binaries, the provided filters match against the package and the binary. Previously, we would only match against the package in these scenarios, which was confusing.
  • Added the shm device type.

maelstrom-run

  • Added a new container-image-depot-root configuration value. The default is $XDG_CACHE_HOME/maelstrom/container, which is what was hard-coded before. [248]
  • Added a new cache-root configuration value. The default is $XDG_CACHE_HOME/maelstrom/run, which is what was hard-coded before. [191]
  • Added a new state-root configuration value. The default is $XDG_STATE_HOME/maelstrom/run. [191]
  • Moved the client-process.log file into the state-root directory. It used to live in the cache directory, which was incorrect according to the XDG Base Directory Specification.
  • Remove the following short command-line option aliases: [277]
    • -s (--cache-size)
    • -i (--inline-limit)
    • -S (--slots)
  • Fixed a bug where we weren't properly waiting for job callbacks.
  • Improved error messages when a container image or tag doesn't exist.
  • The mounts and enable_loopback fields have been changed as in cargo-maelstrom.
  • The environment field now support multiple layers of substitution, just like in cargo-maelstrom.
  • Added the shm device type.

Client Internals

  • Changed the gRPC protobuf to remove cruft and make it easier to use.
  • The client process now does environment variable substitution, so it's now available to all clients, not just Rust.

maelstrom-worker

  • Remove the following short command-line option aliases: [277]
    • -r (--cache-root)
    • -s (--cache-size)
    • -i (--inline-limit)
    • -S (--slots)

maelstrom-broker

  • Remove the following short command-line option aliases: [277]
    • -r (--cache-root)
    • -s (--cache-size)

0.8.0 - 2024-05-01

cargo-maelstrom

  • Add default test configuration when there is no maelstrom-test.toml file present.
  • Add --init flag that writes default configuration if no maelstrom-test.toml file is present.
  • Add experimental path templating to paths in test configuration. Existing paths with < or > present may now need to escape these characters.
  • When a test fails, print stdout in addition to stderr for that test.
  • When a test times out, print stdout and stderr for that test.
  • Add printing of the time each test took.
  • Use the target directory cargo metadata says instead of always using target/, also create the target directory if it doesn't exist.
  • Changed --inline-limit's short option to -I so it doesn't conflict with --include. [220]
  • Cleaned up error messages so that it's more clear what went wrong when things go wrong. [229]
  • Fixed a bug where hostnames weren't supported for the broker configuration value, but only in configuration files. [235]
  • Clarified error message when cargo-maelstrom is run outside of a Rust workspace.

maelstrom-worker

  • Implemented support for white-out entries and opaque directories. The manifest format has been updated to add support, and OCI whiteout / opaque directory entries in tar files are interpreted.
  • Added test duration to JobEffects.

maelstrom-run

  • Fixed bug where we weren't creating cache directory if it didn't exist. [230]
  • Cleaned up error messages so that it's more clear what went wrong when things go wrong. [229]

maelstrom-client

  • Fixed issue where we weren't accepting certain OCI images from dockerhub that had the vnd.oci.image.manifest.v1+json manifest type.

All Binaries

  • Removed -v short option for version.

General

  • Updated README.md and documentation substantially.

0.7.0 - 2024-04-19

High-Level

This release was focused on two things: fixing performance regressions and adding a new standalone mode.

In the last release, we introduced a FUSE file system. It gave us a lot of functionality that we wanted, but it's performance wasn't great. In this release, we've returned performance back to where it was before we added the FUSE file system!

Standalone mode allows one to use cargo-maelstrom or maelstrom-run (or any other maelstrom client) without connecting to a broker or worker. This is achieved by running a local copy of the worker inside the client. At this point, it's an either-or proposition: all the jobs are either run locally, or they are all run on the cluster. In future releases we'll ease this so that the local worker can be used alongside the cluster. [161]

There were also some other bug fixes and performance improvements.

cargo-maelstrom and maelstrom-run

Added

  • Standalone mode. This mode is entered when no broker address is specified. The broker configuration value is now optional.
  • cache-size, inline-limit, and slots configuration values. These affect the local worker.

Fixed

  • A bug where output from cargo failures could get eaten by the status bar. [207]
  • A bug where multiple versions of a package would cause errors. (We discovered this running cargo-maelstrom in the clap repository). [206]

maelstrom-worker

Changed

  • Re-architected the worker so that it now runs as pid 2 in its own namespace instead of pid 1. This allowed us to simplify the implementation, as a task can spawn a subprocess and then wait for that subprocess independently of what the rest of the system is doing.
  • Jobs are now spawned in the background on their own tasks, removing a performance bottleneck. Before, one job couldn't be spawned until the previous one had completed its exec. This became a big performance blocker with the introduction of FUSE, though it was never ideal. This was enabled by the previous change.
  • All jobs are now started with clone(CLONE_VM). This yielded a moderate, but measurable, performance improvement.
  • We now use splice in the FUSE file system, so that no file data ever goes through user-space. This yielded an appreciable performance improvement.
  • The child process now creates the FUSE file system and passes a file descriptor back to the worker to manage. This eliminates the possibility of accidentally leaving around mounted children file systems, as the child is always in its own mount namespace.

maelstrom-client-process

Fixed

  • A bug in how we were waiting for end-of-file. We were accidentally busy-waiting on the open file descriptor, resulting in a big performance degradation.

0.6.0 - 2024-03-29

High-Level

There were a lot of large changes in this release. At a high level:

  • Three synthetic layer types were added. This allows one to easily create container file systems with exactly the files and directories that are necessary. These are: glob, stubs, and symlinks. Additionally, the canonicalize and follow-symlinks options have been added to the glob and paths layer types.

  • The execution model for the client has changed to support languages other than Rust. Before this release, there was a client library that was instantiated inside of cargo-maelstrom and maelstrom-client-cli (which we renamed maelstrom-run in this release). The library would connect directly to the broker. That client library had a lot of very useful functionality that we wanted to make available to languages other than Rust.

    So, we changed the client to be a program instead of a library. The client program uses gRPC to make it easy to use from other languages. cargo-maelstrom and maelstrom-run now start the client and communicate with it over Unix-domain sockets. We also have a proof-of-concept Python client.

  • We implemented our own overlay file system using FUSE instead of using overlayfs on the worker. This unlocks some future features and fixes. In the short-term, it has resulted in a bit of a performance regression, but we're confident we'll regain the performance in the upcoming releases.

  • We re-implemented the configuration value system. We moved away from a pre-existing create and implemented our own behavior. As a result, we have much better command-line help messages, support multiple configuration files, and fully support XDG. A side-effect of this is that some configuration values have changed their names or formats.

General

Added

  • Support for job timeouts. When a job times out, the stdout and stderr are still returned to the client. [65]
  • The fuse device (/dev/fuse).
  • cargo xtask for various tasks related to building and publishing.

Changed

  • The XDG Base Directories spec is now used for locating config files. Binaries now also supports multiple config files.
  • The default value for cache directories now is based on the XDG Base Directories spec.
  • Config value names now use '-'s instead of '_'s.
  • Renamed the --cache-target-bytes-used flag to --cache-size.

cargo-maelstrom

Added

  • The following layers types:
    • glob layers are like paths layers, except you use glob patterns to specify the files to include.
    • stubs layers create empty files and directories. These are very useful for ensuring mount points and device files exist.
    • symlinks layers create symlinks.
  • The following options to the glob and paths layers:
    • follow-symlinks will cause the generated layer to contain the target value of symlinks instead of the symlinks themselves.
    • canonicalize will take the absolute paths on the generating system the same as for the container.
  • The timeout directive field to specify a timeout in seconds. A value of 0 indicates no timeout.
  • The --timeout command-line option to override the timeout for the test specified. A value of 0 indicates no timeout.
  • Support for the fuse device in directives.
  • Progress bars for uploads of artifacts to the broker.
  • The following cargo pass-through options:
    • --features (-F)
    • --all-features
    • --no-default-features
    • --profile
    • --target
    • --target-dir
    • --manifest-path
    • --frozen
    • --locked
    • --offline

Changed

  • Tweaked spinner text to provide more information.
  • Switched around some of the short flag option assignments.

maelstrom-run

Changed

  • Renamed maelstrom-client-cli to maelstrom-run.

Added

  • The new layer types and layer options from cargo-maelstrom.
  • The timeout field from cargo-maelstrom.

0.5.0 - 2024-02-08

General

Added

  • Crates.io publishing for Maelstrom. cargo install cargo-maelstrom now works. See: cargo-maelstrom, maelstrom-worker, maelstrom-broker, etc.
  • Internal documentation for how to cut a release and for how to set up a development environment.
  • A community Discord server.
  • Support for Aarch64. The whole project can run on Arm or Intel/AMD processors now.
  • Support for specifying layers using "manifests". A manifest is like a tar file except that it only contains metadata. File contents are represented as SHA-256 digests. The consumer of a manifest must request the individual file contents separately, based on their SHA-256 digests. Manifests offer a number of advantages over tar files:
    • When generating a manifest, the client only needs to compute checksums for those files that have actually changed.
    • Individual files can be cached on the broker, reducing the amount of data that needs to be transferred from the client to the broker.
    • It is a lot easier for the client to generate a manifest without first copying all of the contents.
  • Scripts for doing CI steps locally. Now, a developer should be able to test CI scripts locally on their own machines. These scripts use nix develop under the hood.

cargo-maelstrom

Changed

  • The way layers are submitted to take advantage of manifests. The new way is a lot faster and also more space-efficient. Before, the whole layer was constructed into a separate tar file, then checksummed. This resulted in a lot of extra disk usage and wasted time. Now, files are checksummed in place, and the checksum is cached.
  • The syntax for specifying layers. A layer now is a table/dictionary, and it must be of one of two types.
    • Tar layers have a tar string attribute.
    • Paths layers have a paths string vector attribute, which is a list of files to include from the client. Optional strip_prefix or prepend_prefix attributes can be specified to determine the paths of the specified files that the job sees.

maelstrom-client-cli

Changed

  • The layer syntax has been changed in the same was as for cargo-maelstrom.

maelstrom-broker

Fixed

  • A bug where duplicate layers would cause the broker to crash.

maelstrom-worker

Changed

  • The way syscalls are done. We created a new package &mdash maelstrom-linux &mdash to encapsulate all of the syscalls we use. This crate directly uses libc instead of depending on nix and nc. This was motivated by adding Aarch64 support.

0.4.0 - 2024-01-19

General

Changed

  • We renamed the project from "meticulous" to "maelstrom". All uses of "meticulous" changed accordingly. We renamed cargo-metest to cargo-maelstrom. [121, 124]
  • We changed the licensing to use dual license using Apache 2.0 and MIT instead of the BSD 2-clause license. This brings us into line with the Rust community. [134, 135]

Added

  • The start of documentation. The (alpha version) docs can be found here. [139]
  • CI for the project on GitHub. [141]

cargo-maelstrom

Added

  • The --include and --exclude long option names for -i and -x. [119]
  • The -l short option for --list-tests. [110]

Changed

  • The --list-packages option has been renamed to --list-binaries, since it shows all of the test executables that can be run, and there can be multiple executables in a package. [111]
  • A new --list-packages option has been added that just shows selected packages. [113]
  • Clarified the help message for -i and -x.
  • To subcommands. There are now two subcommands: run and list. run takes -q, -i, -x, and -P flags. list takes -i, -x, and -P flags. list also takes an optional positional argument to indicate what type of artifact to list. The -v, -h, and -b flags remain at the top level. The quiet configuration option also has moved into a new sub-section for the run command in cargo-maelstrom.toml. [118]

Fixed

  • A bug in --list-binaries (previously --list-packages) has been fixed that could lead to duplicate listings of the same type. [112]
  • A bug when listing or running when the filter patterns exclude everything. Work was still done when no work should have been done. [120]

0.3.0 - 2024-01-09

General

Added

  • Ability to create a build environment using nix.
  • Renamed meticulous-client binary to meticulous-client-cli.

cargo-metest

Added

  • A new test pattern language. The language can be used to select which test cases to run and which test binaries to build. [91]
  • New -i and -x options to specify include and exclude filters. [92]
  • New --list-tests option to list which tests would be run without actually running them. This may cause some test binaries to be built. [93]
  • New --list-packages option to list which packages match the given filters. This will not build any test binaries.

Removed

  • The --package option. This can be specified using the filter language now.
  • The positional filter argument. Filters now have to be specified with -i or -x.

meticulous-client-cli

Changed

  • The JSON language used to specify jobs. This now has all of the features of the language used by cargo-metest, including specifying parts of an image to use. [103]

0.2.0 - 2023-12-15

General

Added

  • This CHANGELOG file.
  • Ability to set working directory for jobs. This can be specified in cargo metest and meticulous-client. [89]
  • Ability to specify uid and gid for jobs. This can be specified in cargo metest and meticulous-client. [51]
  • Ability to specify a writable root file system. Any changes made will be discarded when the job completes. This can be specified in cargo metest and meticulous-client. [70]

cargo-metest

Added

  • --version flag.
  • Ability to specify what to include from an image: layers, environment, and/or working directory. [90]

Fixed

  • Some small issues with progress bars, including one where the "complete" bar could get ahead of "running".

Improved

  • The progress bars and spinner. The spinner now indicates what job is being worked on. There is an new, "pop-up", status bar when tar files are being generated. Plus other small improvements.
  • Initial progress bar accuracy by remembering how many tests there were the last time cargo-metest was run.

Changed

  • The format of the test metadata file. There is now a image field that can be used to include fields from an image. In addition, layers, environment, mounts, and devices now always overwrite their values instead of appending or unioning. New added_layers, added_environment, added_mounts, and added_devices fields have been added to replicate the old behavior.

0.1.0 - 2023-12-07

Added

  • Binaries for the clustered job runner: meticulous-worker, meticulous-broker, and meticulous-client.
  • Client library for communicating with the broker: meticulous-client.
  • A Rust test runner that uses the clustered job runner: cargo-metest.
  • A bunch of other library packages that are used internally.