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62 lines
2.3 KiB
Python
62 lines
2.3 KiB
Python
from pathlib import Path
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from simulation import Simulation
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from simulation_list import SimulationList
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simulations = SimulationList()
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with open("RSMC_ML_dataset.txt") as f:
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for line in f:
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if line.startswith("#"):
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continue
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sim = Simulation()
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cols = line.split()
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sim.type = "simrun_import"
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rsmc_run, col_no, time, impact_vel, impact_vel_vesc, impact_angle, \
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mass_p, mass_t, mass_la, mass_sla, \
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wmf_p, wmf_t, wmf_la, wmf_sla, \
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cmf_p, cmf_t, cmf_la, cmf_sla = cols
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sim.runid = rsmc_run + " " + col_no
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sim.v = float(impact_vel_vesc)
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sim.alpha = float(impact_angle)
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sim.projectile_mass = float(mass_p)
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sim.target_mass = float(mass_t)
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sim.total_mass = sim.projectile_mass + sim.target_mass
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sim.largest_aggregate_mass = float(mass_la)
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if sim.largest_aggregate_mass < 0:
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sim.largest_aggregate_mass = 0
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sim.second_largest_aggregate_mass = float(mass_sla)
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if sim.second_largest_aggregate_mass < 0:
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sim.second_largest_aggregate_mass = 0
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sim.projectile_water_fraction = float(wmf_p)
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sim.target_water_fraction = float(wmf_t)
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sim.largest_aggregate_water_fraction = float(wmf_la)
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if sim.largest_aggregate_water_fraction < 0:
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sim.largest_aggregate_water_fraction = 0
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sim.second_largest_aggregate_water_fraction = float(wmf_sla)
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if sim.second_largest_aggregate_water_fraction < 0:
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sim.second_largest_aggregate_water_fraction = 0
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sim.projectile_core_fraction = float(cmf_p)
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sim.target_core_fraction = float(cmf_t)
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sim.largest_aggregate_core_fraction = float(cmf_la)
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if sim.largest_aggregate_core_fraction < 0:
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sim.largest_aggregate_core_fraction = 0
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sim.second_largest_aggregate_core_fraction = float(cmf_sla)
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if sim.second_largest_aggregate_core_fraction < 0:
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sim.second_largest_aggregate_core_fraction = 0
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if not sim.initial_water_mass or not sim.initial_core_mass:
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print(vars(sim))
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print(cols)
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# exit()
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continue
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simulations.append(sim)
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# if len(simulations.simlist)>1000:
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# break
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print(len(simulations.simlist))
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simulations.jsonlines_save(Path("rsmc_dataset.jsonl"))
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