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phyelds-mesa

Mesa integration for phyelds: run aggregate programs on the agents of a Mesa model.

Installation

pip install phyelds-mesa

phyelds-mesa installs a compatible phyelds release and Mesa.

Usage

from phyelds.calculus import aggregate
from phyelds.libraries.device import sense
from phyelds.libraries.distances import hops_distance
from phyelds.libraries.spreading import distance_to
from phyelds.mesa import AggregateRuntime, within


@aggregate
def hops_to_source():
    return distance_to(sense("source"), hops_distance())


runtime = AggregateRuntime(
    hops_to_source,
    neighbors=within(1.5),                                 # or cell_neighbors in a grid
    sensors=lambda agent: {"source": agent.unique_id == 1},
)
# In Model.step(): one synchronous round on every agent.
hops = runtime.run_round(model.agents)                     # {unique_id: result}

See the documentation.

Metadata

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