Changelog¶
All notable changes to this project will be documented here.
The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.
[unreleased]¶
[0.5.9] - 2025-01-29¶
package contains function
mantik.init()
which bookkeeps notebook source if found (!242)
[0.5.8] - 2025-01-15¶
Streamline documentation look and feel with mantik platform
Fix: cli command documentation is again generated (!261)
Documentation: Updated the contribution guide for ‘how to document’ (!258)
Documentation: Mantik Quick Start Page (!259)
Documentation: Add “how to create a local run with dev” to contribution guide documentation (!255)
[0.5.7] - 2024-08-05¶
[0.5.6] - 2024-07-29¶
[0.5.5] - 2024-07-24¶
Fixed¶
Broken import (!237)
[0.5.4] - 2024-07-24¶
Fixed¶
[0.5.3] - 2024-07-23¶
Added¶
[0.5.2] - 2024-07-17¶
Added¶
Allow absolute path for data client (!229)
Fixed¶
[0.5.1] - 2024-06-14¶
Added¶
[0.5.0] - 2024-05-06¶
Added¶
[0.4.9] - 2024-03-13¶
Added¶
Fixed¶
[0.4.8] - 2024-02-26¶
Added¶
[0.4.7] - 2024-01-24¶
Added¶
CLI models download command (!180)
[0.4.6] - 2023-12-19¶
Added¶
[0.4.5] - 2023-12-12¶
Added¶
[0.4.4] - 2023-10-23¶
Added¶
Trained model management through client (!148)
[0.4.3] - 2023-10-16¶
Added¶
RBAC for experiments in Mlflow UI (!171)
Changed¶
Reduced installation size from ~800MB to ~19MB with extra dependencies (!140:
mlflow
:mlflow-skinny
(+19MB)s3
:fs
,fs
s3fs` (+90MB)unicore
:pyunicore
,fs
(+21MB)
The maximum package size hence is ~144MB with all extras installed.
Fixed¶
Environment variables now inherited in Apptainer containers (!146)
[0.4.2] - 2023-09-14¶
Added¶
Changed¶
Fixed¶
[0.4.1] - 2023-08-24¶
Added¶
Backend config:
Connections stored on the Mantik platform can be used with Python API and CLI (!109)
Changed¶
Rewrote references to Singularity to Apptainer (see https://apptainer.org/news/community-announcement-20211130, !91)
Fixed¶
[0.3.1] - 2023-07-07¶
Added¶
Changed¶
Move system tests to separate repository(!87)
Fixed¶
[0.2.0] - 2023-04-12¶
Added¶
Added documentation (mantik-ai/docs#9, mantik-ai#13)
Added Changelog (#79)
Project configuration is now validated before being sent to the compute backend (#83)
Added license (#61)
Added contribution guide (#63)
Logs from remote execution can now be accessed by a user (#66)
Added
py.typed
(#82)Docker images are now built in the CI (#77)
Changed¶
Fixed¶
Crashing of the Compute Backend when receiving large Singularity images (#56)
JSON decoding error when calling
mantik init
(#71)Internal Server Error raised when a token is invalid for unknown reason (#47)
Return correct error message when Singularity image path is incorrect (#42)
Dedicated error message when job ID was not found (#69)
[0.1.2] - 2022-11-25¶
Added¶
Add CLI commands for runs
mantik runs
submit
: submit a run to be executed on a remote system (#44)cancel
: cancel a submitted run (#65)list
: list all submitted runsstatus
: get the run statusinfo
: get detailed information about the runlogs
: get the application logs (stdout/stderr) (#52)download
: download a file or folder from the run’s working directory
Support usage of Singularity images located on a remote system (see Backend Config changes) (#49)
Support non-containerized Python applications (see Backend Config changes) (#49)
Backend Config now supports YAML format (#46)
Changed¶
Changes to the Backend Config:
Environment
now defines the application environment (#49)Environment.Singularity.Path
now defines the image location.Environment.Singularity.Type
can belocal
orremote
, defining whether the given path applies to the local or the remote system.Environment.Python
(optionallyEnvironment.Python.Path
) allows to give the path to a venv directory that should be sourced before executing an application.Environment.Modules
allows to define a list of modules to load in the remote system before executing an application.Environment.Variables
now allows defining environment variables to be set in the execution environment.
Exclude
field allows excluding files when uploading the MLproject directory #48
Fixed¶
Error when trying to log emtpy strings as parameters or metrics by updating to MLflow 1.30.0 (#50)
[0.1.1] - 2022-08-25¶
Added¶
Add CLI command to initialize tracking and return the token as an environment variable (#41)
[0.1.0] - 2022-07-14¶
Added¶
UNICORE plugin for MLflow (#2)