pyhf/pyhep-2021-notebook-talk

Jupyter notebook talk given at PyHEP 2021 on distributed statistical inference with pyhf

Distributed statistical inference with pyhf

Jupyter notebook talk given at PyHEP 2021 on distributed statistical inference with pyhf

Setup

In a Python virtual environment run the following

python -m pip install --upgrade pip setuptools wheel
python -m pip install -r binder/requirements.txt

Globus account

To use funcX requires the use of Gloubs and so will require you to first login to a Globus account to use the funcx-sdk. Globus allows authentication through existing organizational logins or through Google accounts or ORCID iD so this shouldn't be a barrier to use.

EXPANSE Example

First create the environment by clone this repository down to EXPANSE under your user area HOME and then running the environment creation script

$ cd expanse
$ bash create_expanse_funcx_env.sh

This will take a long time as it uses Conda which can be very slow. In the future, the environment can be setup by simply sourcing the setup script

$ . expanse/setup_expanse_funcx_env.sh

Google Cloud Platform Example

WIP

Additional references

• Distributed Inference with pyhf and funcX