Repository for HERA analysis / real-time pipeline jupyter notebooks and related support code
Install using pip install . from within the head directory. If you plan to do
development on this code base, install using pip install -e . instead.
The notebooks/ directory has several notebook templates that can be run manually
(or interactively). These generally take in "parameters" as environment variables.
The hera_notebook_templates package also provides a CLI for running notebooks that
are saved into the hera_notebook_templates/notebooks/ directory. We expect that most
notebooks will be migrated to this location over time. When using the CLI, the notebooks
are executed using papermill and the parameters are passed in as command line arguments.
This has several advantages, for example, the notebooks are found automatically and you
don't need to specify the path to the repo. papermill also tracks progress of the
execution, and handily makes save-points of the notebook along the way.
To use the CLI, invoke the hnote command:
hnote --helpThis will print out help information. To print out all available notebooks, use
hnote availTo run a notebook, use the run command:
hnote run <notebook_name> <param1>=<value1> <param2>=<value2> ...To get a list of the available parameters for a notebook, use the inspect command
(recall that this is only applicable to the notebooks inside the package, not all
notebooks in the repo, but this will change over time):
hnote inspect <notebook_name>