From 16a236cba7ab8b203e6e18c273ea8da33899ee67 Mon Sep 17 00:00:00 2001 From: Marco Crapts Date: Mon, 12 Aug 2024 08:49:47 +0200 Subject: [PATCH] increase execution speed and add process names --- simulation/app.py | 27 +++++++++++++++------------ simulation/lib.py | 31 +++++++++++++++++++++++-------- 2 files changed, 38 insertions(+), 20 deletions(-) diff --git a/simulation/app.py b/simulation/app.py index dfc30ba..0bca4c8 100644 --- a/simulation/app.py +++ b/simulation/app.py @@ -12,25 +12,28 @@ class Customer: started_at: float | None = None handling_time: float | None = None finished_at: float | None = None - being_handled: bool = False -customers: list[Customer] = [] +customers_unhandled: list[Customer] = [] +customers_in_progress: list[Customer] = [] +customers_handled: list[Customer] = [] class Server(Process): def run(self): while True: - unhandled_customers = [c for c in customers if c.being_handled is False] - if len(unhandled_customers) > 0: - customer = unhandled_customers[0] - customer.being_handled = True + if len(customers_unhandled) > 0: + customer = customers_unhandled[0] + customers_unhandled.remove(customer) + customers_in_progress.append(customer) customer.started_at = self.simulation.clock - handling_time = abs(float(np.random.normal(5, 2.5, size=1)[0])) + handling_time = float(max(0, np.random.normal(5, 2.5, size=1)[0])) yield from self.hold(handling_time) customer.handling_time = handling_time customer.finished_at = self.simulation.clock - self.simulation.log(f"unhandled customers: {len(unhandled_customers)}") + customers_in_progress.remove(customer) + customers_handled.append(customer) + self.simulation.log(f"unhandled customers: {len(customers_unhandled)}") else: yield from self.suspend() @@ -38,19 +41,19 @@ class Server(Process): class CustomerGenerator(Process): def run(self): while True: - wait_for = float(abs(np.random.poisson(lam=4, size=1)[0])) + wait_for = float(max(0, (np.random.poisson(lam=40, size=1) / 10)[0])) customer = Customer(arrived_at=self.simulation.clock) - customers.append(customer) + customers_unhandled.append(customer) for server in servers: server.resume() yield from self.hold(wait_for) -servers = [Server() for _ in range(1)] +servers = [Server() for _ in range(2)] simulation = Simulation(processes=[CustomerGenerator(), *servers]) simulation.start() -df = pd.DataFrame([asdict(customer) for customer in customers]).assign( +df = pd.DataFrame([asdict(customer) for customer in customers_handled]).assign( queue_time=lambda row: row["started_at"] - row["arrived_at"] ) print(f"\nservers: {len(servers)}") diff --git a/simulation/lib.py b/simulation/lib.py index ed564be..9c92f35 100644 --- a/simulation/lib.py +++ b/simulation/lib.py @@ -6,6 +6,7 @@ class BaseSimulation: def log(self, msg): print(f"{'{:.2f}'.format(self.clock)}: {msg}") + pass class BaseProcess(Protocol): @@ -14,26 +15,30 @@ class BaseProcess(Protocol): class Process(BaseProcess): def __init__(self): + self.id: int = 1 self.simulation = BaseSimulation() self.resume_at: float = 0 self.suspended = False self._gen = self.run() + @property + def name(self): + return f"{self.__class__.__name__} {self.id}" + def hold(self, hold_for: float): - self.simulation.log( - f"holding {self.__class__.__name__} for {'{:.2f}'.format(hold_for)} seconds" - ) + hold_for_formatted = "{:.2f}".format(hold_for) + self.simulation.log(f"holding {self.name} for {hold_for_formatted} seconds") self.resume_at = self.simulation.clock + hold_for yield def suspend(self): self.suspended = True - self.simulation.log(f"{self.__class__.__name__} suspended") + self.simulation.log(f"{self.name} suspended") yield def resume(self): if self.suspended is True: - self.simulation.log(f"{self.__class__.__name__} resumed") + self.simulation.log(f"{self.name} resumed") self.suspended = False next(self._gen) @@ -41,9 +46,19 @@ class Process(BaseProcess): class Simulation(BaseSimulation): def __init__(self, processes: list[Process]): self.clock = 0 - self.processes = processes + self.processes = [] for process in processes: - process.simulation = self + self.register_process(process) + + def register_process(self, process): + processes_with_same_class = [ + p + for p in self.processes + if p.__class__.__name__ == process.__class__.__name__ + ] + process.id = 1 + len(processes_with_same_class) + process.simulation = self + self.processes.append(process) @property def processes_sorted(self): @@ -54,7 +69,7 @@ class Simulation(BaseSimulation): def start(self): self.log("simulation started") - while self.clock < 100: + while self.clock < 1000: current_process = self.processes_sorted[0] self.clock = current_process.resume_at next(current_process._gen)