Hamilton Eample

Setup

python -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt

Hamilton Example

from hamilton import driver
from hamilton.plugins import h_diskcache
import src.workflow as workflow

# check if we are runnign in ipython console
# or during rendering via the jupyter kernel
# in which case we don't want to open files
# while rendering
from IPython.core.getipython import get_ipython
ip = get_ipython()
interactive = False
if ip is not None and 'interactiveshell.TerminalInteractiveShell' in str(ip):
  interactive = True

cache = h_diskcache.DiskCacheAdapter()
dr = (
  driver.Builder()
  .with_modules(workflow)
  .with_adapter(cache)
  .build()
)

cache.cache.clear()

g = dr.display_all_functions()
if interactive:
  g.render(view=True)
g

dr.execute(final_vars=["plot"])

{'plot': (<Figure size 672x480 with 1 Axes>, <Axes: >)}