86 change the way projects are run

GSTT-CSC / MLOps

Framework for building ML apps

GNU General Public License v3.0

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Changes the way projects are run using syntax like:

mlops run train.py -c config/config_local.cfg --ignore_git_check

The main reasons for this;

New mlops features can be added without everyone needing to update their run_project.py files.
Makes it clearer to users that all we're doing to wrapping an executable python script in the Experiment class to interface with the MLOps framework
Config files can now be used to define a local and remote environment, rather than having to use the -l flag for running on a non-gpu machine
simplifies the config files
more robust and extensible CLI

Resolves #86

File	Stmts	Miss	Cover	Missing
mlops
Experiment.py	127	15	88%	36–40, 66, 68, 73, 187, 230, 232–235, 239–240, 247–248
ProjectFile.py	22	1	95%	38
cli.py	16	16	0%	1–46
mlops/data/tools
tools.py	30	26	13%	14–60
mlops/data/transforms
LoadImageXNATd.py	38	27	29%	21–25, 47–90
TOTAL	258	85	67%

File

Stmts

Miss

Cover

Missing

mlops

Experiment.py

127

88%

95%