The Hitchhiker's Guide to Parallelism with Python
Workshop run at EuroSciPy 2018, Trento, Italy and Research Software Engineers conference 2018, Birmingham, England.
Workshop contents
The workshop can be followed along using an IPython console, or Jupyter notebook.
- Introduction to Workshop
- Part 1: Multiprocessing
- Part 2: Numba
- Part 3: mpi4py
- Part 4: Cython and parallelism
- Conclusions
Installation and testing of python packages notes
The install_log.txt
contains all the steps used to set up the VM (apt installs, conda install etc)
The package-list.txt
lists all the conda packages installed in the environment.
The tests to check the packages are working correctly are in the test_workshop_VM
folder
- Run the script
run_all_workshop_tests.sh
from that directory. - They can also be run individually from within each subdirectory if needed.
- The full correct outputs are in
test_correct_ouput_log.txt
- There should be no Python tracebacks or import errors if everything runs correctly.