Anvil Advent Calendar
Build a web app every day until Christmas, with nothing but Python!
Cooking in parallel
I don’t think anyone who knows me would accuse me of being an excellent chef, but I have a talent for ruining even simple meals by messing up the timing. If you have the same problem, then today I have just the app for you: A recipe scheduler with live timing display.
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Who wants to be in the kitchen when they could be keeping themselves occupied with some recursive critical path analysis? Here goes!
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So… What time should I start if I want to be done by 3:30pm?
This app stores recipes (and the tasks within them) in a couple of linked Data Tables. Each task has a duration and links to the tasks it depends on, and each recipe has a link to its final task.
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The dependency graph above, this time in relational-database-form
At its core, the app is really a simple recursive algorithm to walk the recipe backwards from the last task, working out the latest time that each preceding task must start in order to serve up on time:
# Keep a dict of task -> latest_start_time
latest_starts = {}
# Recursively walk the tasks in the selected recipe, calculating the latest time each can start
def walk(task, latest_start):
this_task_latest_start = latest_start - timedelta(minutes=task['duration_mins'])
latest_starts[task] = min(this_task_latest_start, latest_starts.get(task, this_task_latest_start))
for t in task['depends_on'] or []:
walk(t, latest_starts[task])
walk(self.recipe['final_task'], self.finish_time.date)
Give the app a try yourself! You can customise the recipe by editing the Data Tables directly in Anvil.
I might keep quiet about this one. Now I have no excuse for messing things up…
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