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@ -13,6 +13,7 @@ from abc import ABC |
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import re |
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import re |
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import sys |
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import sys |
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import tempfile, datetime, shutil |
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import gymnasium as gym |
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import gymnasium as gym |
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@ -51,21 +52,26 @@ class ShieldHandler(ABC): |
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pass |
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pass |
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class MiniGridShieldHandler(ShieldHandler): |
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class MiniGridShieldHandler(ShieldHandler): |
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def __init__(self, grid_to_prism_binary, grid_file, prism_path, formula, prism_config=None, shield_value=0.9, shield_comparison='absolute') -> None: |
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self.grid_file = grid_file |
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def __init__(self, grid_to_prism_binary, grid_file, prism_path, formula, prism_config=None, shield_value=0.9, shield_comparison='absolute', cleanup=True) -> None: |
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self.tmp_dir_name = f"shielding_files_{datetime.datetime.now().strftime('%Y%m%dT%H%M%S')}_{next(tempfile._get_candidate_names())}" |
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os.mkdir(self.tmp_dir_name) |
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self.grid_file = self.tmp_dir_name + "/" + grid_file |
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self.grid_to_prism_binary = grid_to_prism_binary |
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self.grid_to_prism_binary = grid_to_prism_binary |
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self.prism_path = prism_path |
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self.prism_path = self.tmp_dir_name + "/" + prism_path |
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self.prism_config = prism_config |
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self.prism_config = prism_config |
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self.formula = formula |
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self.formula = formula |
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shield_comparison = stormpy.logic.ShieldComparison.ABSOLUTE if shield_comparison == "absolute" else stormpy.logic.ShieldComparison.RELATIVE |
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shield_comparison = stormpy.logic.ShieldComparison.ABSOLUTE if shield_comparison == "absolute" else stormpy.logic.ShieldComparison.RELATIVE |
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self.shield_expression = stormpy.logic.ShieldExpression(stormpy.logic.ShieldingType.PRE_SAFETY, shield_comparison, shield_value) |
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self.shield_expression = stormpy.logic.ShieldExpression(stormpy.logic.ShieldingType.PRE_SAFETY, shield_comparison, shield_value) |
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self.cleanup = cleanup |
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def __del__(self): |
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if self.cleanup: |
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shutil.rmtree(self.tmp_dir_name) |
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def __export_grid_to_text(self, env): |
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def __export_grid_to_text(self, env): |
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f = open(self.grid_file, "w") |
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f.write(env.printGrid(init=True)) |
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f.close() |
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with open(self.grid_file, "w") as f: |
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f.write(env.printGrid(init=True)) |
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def __create_prism(self): |
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def __create_prism(self): |
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@ -162,6 +168,7 @@ def common_parser(): |
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parser.add_argument("--prism_config", default=None) |
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parser.add_argument("--prism_config", default=None) |
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parser.add_argument("--shield_value", default=0.9, type=float) |
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parser.add_argument("--shield_value", default=0.9, type=float) |
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parser.add_argument("--shield_comparison", default='absolute', choices=['relative', 'absolute']) |
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parser.add_argument("--shield_comparison", default='absolute', choices=['relative', 'absolute']) |
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parser.add_argument("--cleanup", action=argparse.BooleanOptionalAction, default=True) |
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return parser |
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return parser |
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class MiniWrapper(gym.Wrapper): |
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class MiniWrapper(gym.Wrapper): |
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