extras: add example for asyncio
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extras/kitchen_asyncio/README.md
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extras/kitchen_asyncio/README.md
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This is an example of "parallel" processing using `asyncio`.
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We have the following work plan to prepare a dako:
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1. Fetch dako rusk
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2. Fetch olive oil
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3. Fetch tomato
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4. Chop tomato
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5. Fetch feta
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6. Water rusk
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7. Oil rusk
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8. Put tomato and feta on rusk
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9. Store ready dako on countertop
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Note that certain steps depend on earlier steps,
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e.g. 3→4, 1→6, 6→7, (7, 4, 2)→8, 8→9.
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File `kitchen_serial.py` has a straighforward Python implementation.
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Execute it as:
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python kitchen_asyncio.py 5
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(This creates 5 dakos, one after each other.)
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File `kitchen_asyncio_naive.py` has a version which was converted
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to use `asyncio` and the jobs will be executed via the `asynio`
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task queue, but it will still run serially, because we wait for
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each task to be finished before continuing.
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Execute it as:
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python kitchen_asyncio_naive.py 5
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(This creates 5 dakos, one after each other, using `asyncio`.)
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File `kitchen_asyncio_async.py` has a version adds effective
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parallelization by starting independent tasks in parallel and only
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awaiting when necessary for subsequent steps. Some steps were split
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out of the big function `prepare_dako`, to allow them to be awaited
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separately.
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Execute it as:
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python kitchen_asyncio_async.py 5
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(This creates 5 dakos, one after each other, using `asyncio`.)
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extras/kitchen_asyncio/kitchen_asyncio_async.py
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extras/kitchen_asyncio/kitchen_asyncio_async.py
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import argparse
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import asyncio
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import random
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import sys
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from kitchen_serial import parse_args
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async def do_work(duration, result):
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t = random.uniform(duration/5 * 0.5, duration/5 * 1.5)
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# t = duration / 5
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await asyncio.sleep(t)
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return result
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async def fetch_olive_oil():
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print('Fetching olive oil…')
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return await do_work(5, 'oil')
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async def fetch_dako_rusk():
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print('Fetching dako rusk…')
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return await do_work(5, 'rusk')
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async def fetch_tomato():
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print('Fetching tomato…')
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return await do_work(3, 'tomato')
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async def fetch_feta():
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print('Fetching feta…')
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return await do_work(3, 'feta')
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async def chop_tomato(tomato):
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assert tomato == 'tomato'
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print('Chopping tomato…')
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return await do_work(1, f'chopped {tomato}')
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async def water_rusk(rusk):
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assert rusk == 'rusk'
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print('Watering rusk…')
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return await do_work(0.2, f'wet {rusk}')
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async def oil_rusk(rusk, oil):
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assert rusk == 'wet rusk'
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assert oil == 'oil'
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print(f'Pouring {oil} on {rusk}…')
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return await do_work(0.5, f'{rusk} with {oil}')
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async def decorate_rusk(rusk, *toppings):
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result = rusk
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for topping in toppings:
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print(f'Putting {topping} on {result}…')
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result = await do_work(1, f'{result} with {topping}')
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return result
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async def store_dako(dako):
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print(f'Storing {dako}')
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await do_work(1, None)
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async def prepare_rusk():
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rusk = await fetch_dako_rusk()
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rusk = await water_rusk(rusk)
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return rusk
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async def prepare_tomato():
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tomato = await fetch_tomato()
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tomato = await chop_tomato(tomato)
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return tomato
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async def prepare_oiled_rusk():
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rusk = prepare_rusk()
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oil = fetch_olive_oil()
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rusk, oil = await asyncio.gather(rusk, oil)
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return await oil_rusk(rusk, oil)
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async def prepare_dako():
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print('Making dako…')
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rusk = prepare_oiled_rusk()
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tomato = prepare_tomato()
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feta = fetch_feta()
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parts = await asyncio.gather(rusk, tomato, feta)
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dako = await decorate_rusk(*parts)
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await store_dako(dako)
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print(f'{dako} is ready!')
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async def prepare_dakos(n_dakos):
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tasks = [prepare_dako()
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for n in range(args.n_dakos)]
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await asyncio.gather(*tasks)
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if __name__ == '__main__':
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args = parse_args()
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asyncio.run(
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prepare_dakos(args.n_dakos)
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)
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extras/kitchen_asyncio/kitchen_asyncio_naive.py
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extras/kitchen_asyncio/kitchen_asyncio_naive.py
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import asyncio
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import random
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from kitchen_serial import parse_args
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async def do_work(duration, result):
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t = random.uniform(duration/5 * 0.5, duration/5 * 1.5)
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await asyncio.sleep(t)
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return result
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async def fetch_olive_oil():
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print('Fetching olive oil…')
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return await do_work(5, 'oil')
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async def fetch_dako_rusk():
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print('Fetching dako rusk…')
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return await do_work(5, 'rusk')
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async def fetch_tomato():
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print('Fetching tomato…')
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return await do_work(3, 'tomato')
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async def fetch_feta():
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print('Fetching feta…')
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return await do_work(3, 'feta')
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async def chop_tomato(tomato):
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assert tomato == 'tomato'
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print('Chopping tomato…')
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return await do_work(1, f'chopped {tomato}')
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async def water_rusk(rusk):
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assert rusk == 'rusk'
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print('Watering rusk…')
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return await do_work(0.2, f'wet {rusk}')
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async def oil_rusk(rusk, oil):
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assert rusk == 'wet rusk'
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assert oil == 'oil'
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print(f'Pouring {oil} on {rusk}…')
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return await do_work(0.5, f'{rusk} with {oil}')
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async def decorate_rusk(rusk, *toppings):
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result = rusk
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for topping in toppings:
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print(f'Putting {topping} on {result}…')
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result = await do_work(1, f'{result} with {topping}')
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return result
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async def store_dako(dako):
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print(f'Storing {dako}')
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await do_work(1, None)
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async def prepare_dako():
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print('Making dako…')
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oil = await fetch_olive_oil()
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rusk = await fetch_dako_rusk()
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tomato = await fetch_tomato()
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tomato = await chop_tomato(tomato)
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rusk = await water_rusk(rusk)
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rusk = await oil_rusk(rusk, oil)
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feta = await fetch_feta()
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dako = await decorate_rusk(rusk, tomato, feta)
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await store_dako(dako)
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print(f'{dako} is ready!')
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async def prepare_dakos(n_dakos):
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for n in range(args.n_dakos):
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await prepare_dako()
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if __name__ == '__main__':
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args = parse_args()
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asyncio.run(
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prepare_dakos(args.n_dakos)
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)
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extras/kitchen_asyncio/kitchen_serial.py
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extras/kitchen_asyncio/kitchen_serial.py
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import argparse
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import random
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import time
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def do_work(duration, result):
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t = random.uniform(duration/5 * 0.5, duration/5 * 1.5)
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time.sleep(t)
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return result
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def fetch_olive_oil():
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print('Fetching olive oil…')
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return do_work(5, 'oil')
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def fetch_dako_rusk():
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print('Fetching dako rusk…')
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return do_work(5, 'rusk')
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def fetch_tomato():
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print('Fetching tomato…')
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return do_work(3, 'tomato')
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def fetch_feta():
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print('Fetching feta…')
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return do_work(3, 'feta')
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def chop_tomato(tomato):
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assert tomato == 'tomato'
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print('Chopping tomato…')
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return do_work(1, f'chopped {tomato}')
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def water_rusk(rusk):
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assert rusk == 'rusk'
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print('Watering rusk…')
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return do_work(0.2, f'wet {rusk}')
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def oil_rusk(rusk, oil):
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assert rusk == 'wet rusk'
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assert oil == 'oil'
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print(f'Pouring {oil} on {rusk}…')
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return do_work(0.5, f'{rusk} with {oil}')
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def decorate_rusk(rusk, *toppings):
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result = rusk
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for topping in toppings:
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print(f'Putting {topping} on {result}…')
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result = do_work(1, f'{result} with {topping}')
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return result
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def store_dako(dako):
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print(f'Storing {dako}')
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do_work(1, None)
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def prepare_dako():
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print('Making dako…')
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oil = fetch_olive_oil()
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rusk = fetch_dako_rusk()
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tomato = fetch_tomato()
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tomato = chop_tomato(tomato)
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rusk = water_rusk(rusk)
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rusk = oil_rusk(rusk, oil)
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feta = fetch_feta()
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dako = decorate_rusk(rusk, tomato, feta)
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store_dako(dako)
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print(f'{dako} is ready!')
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def prepare_dakos(n_dakos):
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for n in range(args.n_dakos):
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prepare_dako()
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def parse_args():
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p = argparse.ArgumentParser()
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p.add_argument(
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'n_dakos',
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type=int,
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nargs='?',
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default=1,
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help='How many dakos to make?',
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)
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return p.parse_args()
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if __name__ == '__main__':
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args = parse_args()
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prepare_dakos(args.n_dakos)
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