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Description
From epmt --help:
source Enable instrumentation of subsequent shell commands
start Begin EPMT job data collection
stage Generate job archive
annotate Annotate a job
dump Print job metadata from archive or database
schema Dump the database schema
migrate Migrate the database schema
convert Convert csv from v1 to v2 format
run Execute a process
stop Stop EPMT job data collection
daemon Run the EPMT daemon
shell Start an interactive IPython shell, see 'epmt python'
python Run a Python script under the python interpreter
gui Run the EPMT dashboard GUI
unittest Run EPMT unit test suite
integration Run EPMT integration tests
drop Drop the entire database, Caution!! Irreversible!
retire Delete jobs/models, retention policy in settings.py
submit Submit/ingest job into database
dbsize Find detailed size of database
check Verify EPMT Installation
delete Delete jobs from the database
list Display all jobs in the database
notebook Start iPython Notebook environment
explore Explore a particular experiment, looking for outliers
help Display help with extended configuration information
so epmt is expected to-
- data-scraping/annotations
- data-scraping control
- database maintenance, creation, migration
- provide access to
ipythonandpython - run it's own unit AND integration tests
- provide graphical interfaces via
jupyterand visual dashboards alagrafana - data analysis functionalities
In an era of microservices, this makes epmt surprisingly monolithic
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