From cac52ede8f2dd8e325e9f5ea1fc932b5b65695c0 Mon Sep 17 00:00:00 2001 From: Feign Death Date: Wed, 22 Jan 2025 17:29:56 +0100 Subject: [PATCH 1/5] implement the workflow --- modules/actionlist.py | 15 ++++++++++- modules/api.py | 6 +++-- modules/convert.py | 4 +-- solve.py | 60 +++++++++++++++++++++++++++++++++++-------- 4 files changed, 70 insertions(+), 15 deletions(-) diff --git a/modules/actionlist.py b/modules/actionlist.py index d769994a..d75901aa 100644 --- a/modules/actionlist.py +++ b/modules/actionlist.py @@ -28,6 +28,18 @@ def to_dicts(action_list): mapping = {"move_forward":RailEnvActions.MOVE_FORWARD, "move_right":RailEnvActions.MOVE_RIGHT, "move_left":RailEnvActions.MOVE_LEFT, "wait":RailEnvActions.STOP_MOVING} return(convert_actions_to_flatland(result)) +def build_context_from_save(models): + """ + given a model from clingo, build a list of saved atoms + """ + save_list = [] + for func in models[0]: # only the first model + func_name = func.name + if func_name == "save": + context = func.arguments[0] + save_list.append(f"load({context}).\n") + + return(save_list) def build_action_list(models): """ @@ -43,4 +55,5 @@ def build_action_list(models): action_list.append((agent_num,action,timestep.number)) sorted_list = sorted(action_list, key=lambda x: (x[2], x[0])) - return(to_dicts(sorted_list)) \ No newline at end of file + return(to_dicts(sorted_list)) + diff --git a/modules/api.py b/modules/api.py index 00210532..117c0f11 100644 --- a/modules/api.py +++ b/modules/api.py @@ -4,7 +4,7 @@ from clingo.symbol import Number from clingo.application import Application, clingo_main from modules.convert import convert_to_clingo -from modules.actionlist import build_action_list +from modules.actionlist import build_action_list, build_context_from_save class FlatlandPlan(Application): """ takes an environment and a set of primary encodings """ @@ -15,6 +15,7 @@ def __init__(self, env, actions): self.env = env self.actions = actions self.action_list = None + self.save_context = None def main(self, ctl, files): # add encodings @@ -28,7 +29,7 @@ def main(self, ctl, files): # add actions if self.actions is not None: - print(f".join(self.actions): {' '.join(self.actions)}") + # print(f".join(self.actions): {' '.join(self.actions)}") ctl.add('base', [], ' '.join(self.actions)) # ground the program @@ -44,6 +45,7 @@ def main(self, ctl, files): # capture output actions for renderer #return(build_action_list(models)) self.action_list = build_action_list(models) + self.save_context = build_context_from_save(models) # let's see later whether we even need this diff --git a/modules/convert.py b/modules/convert.py index 3ebdfe11..103bb3a5 100644 --- a/modules/convert.py +++ b/modules/convert.py @@ -62,8 +62,8 @@ def convert_malfunctions_to_clingo(malfs, timestep) -> str: for m in malfs: train, duration = m[0], m[1] facts.append(f'malfunction({train},{duration},{timestep}).\n') - for t in range(timestep+1, timestep+1+m[1]): # remove: make sure this duration should be included (aka remove +1 or keep it?) - facts.append(f':- not action(train({train}),wait,{t}).\n') #remove: can this be a list of strings or should it be one long string? + # for t in range(timestep+1, timestep+1+m[1]): # remove: make sure this duration should be included (aka remove +1 or keep it?) + # facts.append(f':- not action(train({train}),wait,{t}).\n') #remove: can this be a list of strings or should it be one long string? return(facts) diff --git a/solve.py b/solve.py index 0224d988..8d8f9fbb 100644 --- a/solve.py +++ b/solve.py @@ -8,7 +8,7 @@ # custom modules from asp import params -from modules.api import FlatlandPlan, FlatlandReplan +from modules.api import FlatlandPlan from modules.convert import convert_malfunctions_to_clingo, convert_formers_to_clingo, convert_futures_to_clingo # clingo @@ -65,28 +65,29 @@ def __init__(self,env,primary,secondary=None): else: self.secondary = secondary + self.save_context = None + def build_actions(self) -> list: """ create initial list of actions """ # pass env, primary app = FlatlandPlan(self.env, None) clingo_main(app, self.primary) + self.save_context = app.save_context return(app.action_list) def provide_context(self, actions, timestep, malfunctions) -> str: """ provide additional facts when updating list """ - # actions that have already been executed - # wait actions that are enforced because of malfunctions - # future actions that were previously planned - past = convert_formers_to_clingo(actions[:timestep]) - present = convert_malfunctions_to_clingo(malfunctions, timestep) - future = convert_futures_to_clingo(actions[timestep:]) - return(past + present + future) + # provides malfunction information as well as previously saved atoms + malfunction = convert_malfunctions_to_clingo(malfunctions, timestep) + saved = self.save_context + return (malfunction + saved) def update_actions(self, context) -> list: """ update list of actions following malfunction """ # pass env, secondary, context app = FlatlandPlan(self.env, context) - clingo_main(app, self.primary) + clingo_main(app, self.secondary) + self.save_context = app.save_context return(app.action_list) @@ -148,7 +149,10 @@ def main(): # create manager objects mal = MalfunctionManager(env.get_num_agents()) - sim = SimulationManager(env, params.primary, params.secondary) + if hasattr(params,"secondary") and params.secondary != []: + sim = SimulationManager(env, params.primary, params.secondary) + else: + sim = SimulationManager(env, params.primary, None) log = OutputLogManager() # envrionment rendering @@ -168,6 +172,42 @@ def main(): timestep = 0 while len(actions) > timestep: + + # render an image + filename = 'tmp/frames/flatland_frame_{:04d}.png'.format(timestep) + if env_renderer is not None: + env_renderer.render_env(show=True, show_observations=False, show_predictions=False) + env_renderer.gl.save_image(filename) + env_renderer.reset() + + # add red numbers in the corner + with Image.open(filename) as img: + draw = ImageDraw.Draw(img) + padding = 10 + font_size = int(min(img.width, img.height) * 0.10) + try: + font = ImageFont.truetype("modules/LiberationMono-Regular.ttf", font_size) + except IOError: + font = ImageFont.load_default() + + # prepare text + text = f"{timestep}" + size = font.getbbox(text) + text_width = size[2]-size[0] + text_position = (img.width - text_width - padding, padding) + + # draw text borders + x, y = text_position + border_color = "black" + for dx, dy in [(-1, 0), (1, 0), (0, -1), (0, 1), (-1, -1), (-1, 1), (1, -1), (1, 1)]: + draw.text((x + dx, y + dy), text, fill=border_color, font=font) + + # draw text + draw.text(text_position, text, fill="red", font=font) + img.save(filename) + + images.append(imageio.imread(filename)) + # images.append(imageio.imread(filename)) # add to the log for a in actions[timestep]: log.add(f'{a};{timestep};{env.agents[a].position};{dir_map[env.agents[a].direction]};{state_map[env.agents[a].state]};{action_map[actions[timestep][a]]}\n') From 860bd485f1af9afdeae6f330dbc347f556c0702d Mon Sep 17 00:00:00 2001 From: Feign Death Date: Wed, 22 Jan 2025 17:30:27 +0100 Subject: [PATCH 2/5] add an example --- asp/malfunctions_test.lp | 17 +++++++++++++++++ asp/params.py | 10 +++++----- envs/params.py | 20 ++++++++++---------- 3 files changed, 32 insertions(+), 15 deletions(-) create mode 100644 asp/malfunctions_test.lp diff --git a/asp/malfunctions_test.lp b/asp/malfunctions_test.lp new file mode 100644 index 00000000..4147ff95 --- /dev/null +++ b/asp/malfunctions_test.lp @@ -0,0 +1,17 @@ +% stupid scenario of all trains moving forward to see whether message passing and malfunction passing works +time(0..T) :- end(_,_,T). +agent(A) :- start(A,_,_,_). + +action(train(A), move_forward, T) :- time(T), agent(A). + +load(dummy). +save(never). +save(set) :- load(never). +save(the) :- load(set). +save(cat) :- load(the). +save(on) :- load(cat). +save(fire) :- load(on). +save(X) :- load(X). + +#show X : save(X), X!= dummy. +#show malfunction/3. \ No newline at end of file diff --git a/asp/params.py b/asp/params.py index 115d6067..880325eb 100644 --- a/asp/params.py +++ b/asp/params.py @@ -1,5 +1,5 @@ -#primary=['asp/graph_based/actions.lp','asp/graph_based/graph.lp','asp/graph_based/traverse.lp'] -#primary=['asp/action_based/actions.lp','asp/action_based/pathfinding.lp','asp/action_based/transitions.lp'] - -primary=['asp/test.lp'] -secondary=[] +primary=['asp/malfunctions_test.lp'] +# primary=['asp/ordered/0_input.lp','asp/ordered/1_path.lp','asp/ordered/2_conflicts.lp'] +#primary=['asp/test2.lp'] +# primary=['asp/test.lp'] +# secondary=[] diff --git a/envs/params.py b/envs/params.py index d52bf02c..24320d95 100644 --- a/envs/params.py +++ b/envs/params.py @@ -1,8 +1,8 @@ # basic parameters width=40 height=40 -number_of_agents=2 -max_num_cities=2 +number_of_agents=4 +max_num_cities=4 seed=1 grid_mode=False max_rails_between_cities=2 @@ -10,15 +10,15 @@ remove_agents_at_target=True # speed -# speed_ratio_map={1 : 1} -speed_ratio_map= { - 1: 0.50, - 1/2: 0.00, - 1/3: 0.00, - 1/4: 0.50 - } +speed_ratio_map={1 : 1} +# speed_ratio_map= { +# 1: 0.50, +# 1/2: 0.00, +# 1/3: 0.00, +# 1/4: 0.50 +# } # malfunctions -malfunction_rate=0/30 +malfunction_rate=2/30 min_duration=2 max_duration=6 From a272d32c74b003267b1e58dbf068416dc9c31d80 Mon Sep 17 00:00:00 2001 From: Feign Death Date: Wed, 22 Jan 2025 17:34:24 +0100 Subject: [PATCH 3/5] provide short test case --- envs/lp/malfunction_test.lp | 1653 +++++++++++++++++++++++++++++++++ envs/pkl/malfunction_test.pkl | Bin 0 -> 795267 bytes envs/png/malfunction_test.png | Bin 0 -> 128667 bytes 3 files changed, 1653 insertions(+) create mode 100644 envs/lp/malfunction_test.lp create mode 100644 envs/pkl/malfunction_test.pkl create mode 100644 envs/png/malfunction_test.png diff --git a/envs/lp/malfunction_test.lp b/envs/lp/malfunction_test.lp new file mode 100644 index 00000000..229dcc10 --- /dev/null +++ b/envs/lp/malfunction_test.lp @@ -0,0 +1,1653 @@ +% 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zvFzk$+4CPlP8)iiezn8k`capnY4`RSuKQB{IpVj_)SSf|`A(fnON#Z7n}aeuR&@Vc zivaMn;QFtp?oTMoU3HkR{%7lB;2j7bQqynV?*@*J|48;|epaBG=27_Ti{m`oBDR^; z-=mdzgr91t#s8A8`MG(2rzoGHk^M<+XZzzDWt}di#7{mt|KB<8E8!svO;x@sZ9k@G zFm28gZT&e*H)gTF=Z}B5bz*quZN2JO52NS*wK-WHf6(HV+sSpz8f#~ky3de&p;CJ1 zkinS)$AKmMHoLsj|Ms<3%5Isv_8PG2J1=LqZ`B8^0j?zrQ7AJLea-ag!Djz?&yEG?ALp}gK4Hywe!`@SH#6gE ztWPcS3Y6pfeB+$N@mJCv>ERFiqxOkDIIsSF?$eyFag*4et$cr@U!__p?OW8n|932_ zTE5x(N`!Unh&{QI`R$$EKh##;Tk!D%CvdRN>(InAPQK)v8Sv?4mtzmG>62S|2RO?2 ztn@+Iwus~Yd*d`ugU*8M`5|b(foEeOFijkque(86z(do)V+(N0e?&FAQ0CjYD)|y( zez4Vq4ABZg4KKjkg!;cYpmp~xoSpS Date: Wed, 22 Jan 2025 17:47:19 +0100 Subject: [PATCH 4/5] reverted accidental change --- solve.py | 36 ------------------------------------ 1 file changed, 36 deletions(-) diff --git a/solve.py b/solve.py index 8d8f9fbb..58327926 100644 --- a/solve.py +++ b/solve.py @@ -172,42 +172,6 @@ def main(): timestep = 0 while len(actions) > timestep: - - # render an image - filename = 'tmp/frames/flatland_frame_{:04d}.png'.format(timestep) - if env_renderer is not None: - env_renderer.render_env(show=True, show_observations=False, show_predictions=False) - env_renderer.gl.save_image(filename) - env_renderer.reset() - - # add red numbers in the corner - with Image.open(filename) as img: - draw = ImageDraw.Draw(img) - padding = 10 - font_size = int(min(img.width, img.height) * 0.10) - try: - font = ImageFont.truetype("modules/LiberationMono-Regular.ttf", font_size) - except IOError: - font = ImageFont.load_default() - - # prepare text - text = f"{timestep}" - size = font.getbbox(text) - text_width = size[2]-size[0] - text_position = (img.width - text_width - padding, padding) - - # draw text borders - x, y = text_position - border_color = "black" - for dx, dy in [(-1, 0), (1, 0), (0, -1), (0, 1), (-1, -1), (-1, 1), (1, -1), (1, 1)]: - draw.text((x + dx, y + dy), text, fill=border_color, font=font) - - # draw text - draw.text(text_position, text, fill="red", font=font) - img.save(filename) - - images.append(imageio.imread(filename)) - # images.append(imageio.imread(filename)) # add to the log for a in actions[timestep]: log.add(f'{a};{timestep};{env.agents[a].position};{dir_map[env.agents[a].direction]};{state_map[env.agents[a].state]};{action_map[actions[timestep][a]]}\n') From b66b71d66efb3f311ee712ba45f2fd59d70b5231 Mon Sep 17 00:00:00 2001 From: Feign Death Date: Wed, 22 Jan 2025 17:52:43 +0100 Subject: [PATCH 5/5] revert to simple instance generation --- envs/params.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/envs/params.py b/envs/params.py index 24320d95..a6aefb29 100644 --- a/envs/params.py +++ b/envs/params.py @@ -1,8 +1,8 @@ # basic parameters width=40 height=40 -number_of_agents=4 -max_num_cities=4 +number_of_agents=2 +max_num_cities=2 seed=1 grid_mode=False max_rails_between_cities=2 @@ -19,6 +19,6 @@ # } # malfunctions -malfunction_rate=2/30 +malfunction_rate=0/30 min_duration=2 max_duration=6