move scripts in irace/expe/alpha/
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eo/contrib/irace/expe/alpha/parse_irace_bests.py
Executable file
30
eo/contrib/irace/expe/alpha/parse_irace_bests.py
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#!/usr/bin/env python3
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import os
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import re
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import sys
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print("pb,ecdf,id,crossover-rate,cross-selector,crossover,mutation-rate,mut-selector,mutation,replacement")
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for datadir in sys.argv[1:]:
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for pb_dir in os.listdir(datadir):
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if "results_problem" in pb_dir:
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pb_id=pb_dir.replace("results_problem_","")
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with open(os.path.join("./",datadir,pb_dir,"irace.log")) as fd:
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data = fd.readlines()
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# Find the last best configuration
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bests = [line.strip() for line in data if "Best-so-far" in line]
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best = bests[-1].split()
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best_id, best_perf = best[2], best[5]
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# print(best_id,best_perf)
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# Filter the config detail
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configs = [line.strip() for line in data if "--crossover-rate=" in line and best_id in line]
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# print(configs)
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# Format as CSV
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for config in configs:
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algo = re.sub("\-\-\S*=", ",", config)
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csv_line = pb_id + "," + best_perf + "," + algo
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print(csv_line.replace(" ",""))
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