From c7d77acbbe531b723990ccdfeb37551747a98dbe Mon Sep 17 00:00:00 2001 From: Steffen Illium Date: Tue, 20 Jun 2023 18:21:43 +0200 Subject: [PATCH] refactoring and init.py --- .gitignore | 2 +- README.md | 29 ++++++------ algorithms/marl/__init__.py | 6 --- images/Hooks_FIKS.png | Bin 0 -> 303396 bytes .../static => mfg_package}/__init__.py | 0 .../algorithms}/__init__.py | 0 mfg_package/algorithms/marl/__init__.py | 1 + .../algorithms}/marl/base_ac.py | 8 ++-- .../algorithms}/marl/example_config.yaml | 0 .../algorithms}/marl/iac.py | 6 +-- .../algorithms}/marl/mappo.py | 9 ++-- .../algorithms}/marl/memory.py | 0 .../algorithms}/marl/networks.py | 0 .../algorithms}/marl/seac.py | 6 +-- .../algorithms}/marl/snac.py | 4 +- .../algorithms}/static/TSP_base_agent.py | 7 ++- .../algorithms}/static/TSP_dirt_agent.py | 4 +- .../algorithms}/static/TSP_item_agent.py | 4 +- .../algorithms}/static/TSP_target_agent.py | 6 +-- .../algorithms/static}/__init__.py | 0 .../algorithms}/static/random_agent.py | 2 +- .../algorithms}/utils.py | 2 +- .../environment}/__init__.py | 0 .../environment}/actions.py | 7 ++- .../environment/assets}/__init__.py | 0 .../environment/assets/agent}/__init__.py | 0 .../environment}/assets/agent/adversary.png | Bin .../environment}/assets/agent/agent.png | Bin .../assets/agent/agent_collision.png | Bin .../environment}/assets/agent/idle.png | Bin .../environment}/assets/agent/invalid.png | Bin .../environment}/assets/agent/move.png | Bin .../environment}/assets/agent/valid.png | Bin .../environment}/assets/wall.png | Bin .../environment}/constants.py | 0 .../environment/entity}/__init__.py | 0 .../environment}/entity/agent.py | 14 +++--- .../environment}/entity/entity.py | 8 ++-- .../environment}/entity/mixin.py | 0 .../environment}/entity/object.py | 5 +-- .../environment}/entity/util.py | 4 +- .../environment}/entity/wall_floor.py | 8 ++-- .../environment}/factory.py | 16 +++---- .../environment/groups}/__init__.py | 0 .../environment}/groups/agents.py | 7 ++- .../environment}/groups/env_objects.py | 4 +- .../environment}/groups/global_entities.py | 5 +-- .../environment}/groups/mixins.py | 9 +--- .../environment}/groups/objects.py | 2 +- .../environment}/groups/utils.py | 15 +++---- .../environment}/groups/wall_n_floors.py | 10 ++--- .../environment}/rewards.py | 0 .../environment}/rules.py | 7 ++- .../utils => mfg_package/logging}/__init__.py | 0 .../logging/envmonitor.py | 6 +-- .../logging/recorder.py | 8 ++-- {modules => mfg_package/modules}/__init__.py | 0 .../modules}/_template/__init__.py | 0 .../modules}/_template/constants.py | 0 .../modules}/_template/rules.py | 4 +- .../modules}/batteries/__init__.py | 0 .../modules}/batteries/actions.py | 8 ++-- .../modules}/batteries/constants.py | 0 .../modules}/batteries/entitites.py | 12 ++--- .../modules}/batteries/groups.py | 6 +-- .../modules}/batteries/rewards.py | 0 .../modules}/batteries/rules.py | 8 ++-- .../modules}/clean_up/__init__.py | 0 .../modules}/clean_up/actions.py | 8 ++-- .../modules}/clean_up/constants.py | 0 .../modules}/clean_up/dirtpiles.png | Bin .../modules}/clean_up/entitites.py | 6 +-- .../modules}/clean_up/groups.py | 10 ++--- .../modules}/clean_up/rewards.py | 0 .../clean_up/rule_done_on_all_clean.py | 8 ++-- .../modules}/clean_up/rule_respawn.py | 6 +-- .../modules}/clean_up/rule_smear_on_move.py | 10 ++--- .../modules}/destinations/__init__.py | 0 .../modules}/destinations/actions.py | 8 ++-- .../modules}/destinations/constants.py | 0 .../modules}/destinations/destinations.png | Bin .../modules}/destinations/entitites.py | 10 ++--- .../modules}/destinations/groups.py | 6 +-- .../modules}/destinations/rewards.py | 0 .../modules}/destinations/rules.py | 10 ++--- .../modules}/doors/__init__.py | 0 .../modules}/doors/actions.py | 8 ++-- .../modules}/doors/constants.py | 0 .../modules}/doors/door_closed.png | Bin .../modules}/doors/door_open.png | Bin .../modules}/doors/entitites.py | 8 ++-- .../modules}/doors/groups.py | 8 ++-- .../modules}/doors/rewards.py | 0 .../modules}/doors/rule_door_auto_close.py | 8 ++-- .../modules}/items/__init__.py | 0 .../modules}/items/actions.py | 8 ++-- .../modules}/items/assets/charge_pod.png | Bin .../items/assets/dropofflocations.png | Bin .../modules}/items/assets/items.png | Bin .../modules}/items/constants.py | 0 .../modules}/items/entitites.py | 8 ++-- .../modules}/items/groups.py | 12 ++--- .../modules}/items/rewards.py | 0 .../modules}/items/rules.py | 10 ++--- .../modules}/levels/__init__.py | 0 .../modules}/levels/large.txt | 0 .../modules}/levels/large_qquad.txt | 0 .../modules}/levels/rooms.txt | 0 .../modules}/levels/shelves.txt | 0 .../modules}/levels/simple.txt | 0 .../modules}/machines/__init__.py | 0 .../modules}/machines/constants.py | 0 .../modules}/machines/entitites.py | 10 ++--- .../modules}/machines/groups.py | 6 +-- .../modules}/machines/rewards.py | 0 .../modules}/machines/rules.py | 10 ++--- .../plotting}/__init__.py | 0 .../plotting}/compare_runs.py | 4 +- .../plotting}/plotting.py | 0 {studies => mfg_package/utils}/__init__.py | 0 .../utils/config_parser.py | 12 ++--- {environment => mfg_package}/utils/helpers.py | 9 ++-- .../utils/level_parser.py | 8 ++-- .../utils/observation_builder.py | 6 +-- {environment => mfg_package}/utils/render.py | 0 .../utils/renderer.py | 2 +- {environment => mfg_package}/utils/results.py | 4 +- {environment => mfg_package}/utils/states.py | 8 ++-- tools.py => mfg_package/utils/tools.py | 42 +++++++++++------- .../utils/utility_classes.py | 0 quickstart/combine_and_monitor_rerun.py | 4 +- quickstart/init.py | 14 ++++++ .../single_agent_train_battery_target_env.py | 18 ++++---- quickstart/single_agent_train_dest_env.py | 18 ++++---- quickstart/single_agent_train_dirt_env.py | 18 ++++---- quickstart/single_agent_train_item_env.py | 18 ++++---- reload_agent.py | 11 +++-- setup.py | 5 ++- 138 files changed, 328 insertions(+), 320 deletions(-) delete mode 100644 algorithms/marl/__init__.py create mode 100644 images/Hooks_FIKS.png rename {algorithms/static => mfg_package}/__init__.py (100%) rename {algorithms => mfg_package/algorithms}/__init__.py (100%) create mode 100644 mfg_package/algorithms/marl/__init__.py rename {algorithms => mfg_package/algorithms}/marl/base_ac.py (97%) rename {algorithms => mfg_package/algorithms}/marl/example_config.yaml (100%) rename {algorithms => mfg_package/algorithms}/marl/iac.py (90%) rename {algorithms => mfg_package/algorithms}/marl/mappo.py (92%) rename {algorithms => mfg_package/algorithms}/marl/memory.py (100%) rename {algorithms => mfg_package/algorithms}/marl/networks.py (100%) rename {algorithms => mfg_package/algorithms}/marl/seac.py (92%) rename {algorithms => mfg_package/algorithms}/marl/snac.py (91%) rename {algorithms => mfg_package/algorithms}/static/TSP_base_agent.py (97%) rename {algorithms => mfg_package/algorithms}/static/TSP_dirt_agent.py (87%) rename {algorithms => mfg_package/algorithms}/static/TSP_item_agent.py (94%) rename {algorithms => mfg_package/algorithms}/static/TSP_target_agent.py (83%) rename {environment => mfg_package/algorithms/static}/__init__.py (100%) rename {algorithms => mfg_package/algorithms}/static/random_agent.py (81%) rename {algorithms => mfg_package/algorithms}/utils.py (97%) rename {environment/assets => mfg_package/environment}/__init__.py (100%) rename {environment => mfg_package/environment}/actions.py (93%) rename {environment/assets/agent => mfg_package/environment/assets}/__init__.py (100%) rename {environment/entity => mfg_package/environment/assets/agent}/__init__.py (100%) rename {environment => mfg_package/environment}/assets/agent/adversary.png (100%) rename {environment => mfg_package/environment}/assets/agent/agent.png (100%) rename {environment => mfg_package/environment}/assets/agent/agent_collision.png (100%) rename {environment => mfg_package/environment}/assets/agent/idle.png (100%) rename {environment => mfg_package/environment}/assets/agent/invalid.png (100%) rename {environment => mfg_package/environment}/assets/agent/move.png (100%) rename {environment => mfg_package/environment}/assets/agent/valid.png (100%) rename {environment => mfg_package/environment}/assets/wall.png (100%) rename {environment => mfg_package/environment}/constants.py (100%) rename {environment/groups => mfg_package/environment/entity}/__init__.py (100%) rename {environment => mfg_package/environment}/entity/agent.py (84%) rename {environment => mfg_package/environment}/entity/entity.py (88%) rename {environment => mfg_package/environment}/entity/mixin.py (100%) rename {environment => mfg_package/environment}/entity/object.py (96%) rename {environment => mfg_package/environment}/entity/util.py (89%) rename {environment => mfg_package/environment}/entity/wall_floor.py (93%) rename {environment => mfg_package/environment}/factory.py (93%) rename {environment/logging => mfg_package/environment/groups}/__init__.py (100%) rename {environment => mfg_package/environment}/groups/agents.py (78%) rename {environment => mfg_package/environment}/groups/env_objects.py (87%) rename {environment => mfg_package/environment}/groups/global_entities.py (93%) rename {environment => mfg_package/environment}/groups/mixins.py (94%) rename {environment => mfg_package/environment}/groups/objects.py (98%) rename {environment => mfg_package/environment}/groups/utils.py (83%) rename {environment => mfg_package/environment}/groups/wall_n_floors.py (84%) rename {environment => mfg_package/environment}/rewards.py (100%) rename {environment => mfg_package/environment}/rules.py (92%) rename {environment/utils => mfg_package/logging}/__init__.py (100%) rename {environment => mfg_package}/logging/envmonitor.py (92%) rename {environment => mfg_package}/logging/recorder.py (96%) rename {modules => mfg_package/modules}/__init__.py (100%) rename {modules => mfg_package/modules}/_template/__init__.py (100%) rename {modules => mfg_package/modules}/_template/constants.py (100%) rename {modules => mfg_package/modules}/_template/rules.py (81%) rename {modules => mfg_package/modules}/batteries/__init__.py (100%) rename {modules => mfg_package/modules}/batteries/actions.py (79%) rename {modules => mfg_package/modules}/batteries/constants.py (100%) rename {modules => mfg_package/modules}/batteries/entitites.py (85%) rename {modules => mfg_package/modules}/batteries/groups.py (79%) rename {modules => mfg_package/modules}/batteries/rewards.py (100%) rename {modules => mfg_package/modules}/batteries/rules.py (89%) rename {modules => mfg_package/modules}/clean_up/__init__.py (100%) rename {modules => mfg_package/modules}/clean_up/actions.py (82%) rename {modules => mfg_package/modules}/clean_up/constants.py (100%) rename {modules => mfg_package/modules}/clean_up/dirtpiles.png (100%) rename {modules => mfg_package/modules}/clean_up/entitites.py (85%) rename {modules => mfg_package/modules}/clean_up/groups.py (88%) rename {modules => mfg_package/modules}/clean_up/rewards.py (100%) rename {modules => mfg_package/modules}/clean_up/rule_done_on_all_clean.py (63%) rename {modules => mfg_package/modules}/clean_up/rule_respawn.py (83%) rename {modules => mfg_package/modules}/clean_up/rule_smear_on_move.py (76%) rename {modules => mfg_package/modules}/destinations/__init__.py (100%) rename {modules => mfg_package/modules}/destinations/actions.py (75%) rename {modules => mfg_package/modules}/destinations/constants.py (100%) rename {modules => mfg_package/modules}/destinations/destinations.png (100%) rename {modules => mfg_package/modules}/destinations/entitites.py (84%) rename {modules => mfg_package/modules}/destinations/groups.py (75%) rename {modules => mfg_package/modules}/destinations/rewards.py (100%) rename {modules => mfg_package/modules}/destinations/rules.py (91%) rename {modules => mfg_package/modules}/doors/__init__.py (100%) rename {modules => mfg_package/modules}/doors/actions.py (80%) rename {modules => mfg_package/modules}/doors/constants.py (100%) rename {modules => mfg_package/modules}/doors/door_closed.png (100%) rename {modules => mfg_package/modules}/doors/door_open.png (100%) rename {modules => mfg_package/modules}/doors/entitites.py (92%) rename {modules => mfg_package/modules}/doors/groups.py (73%) rename {modules => mfg_package/modules}/doors/rewards.py (100%) rename {modules => mfg_package/modules}/doors/rule_door_auto_close.py (77%) rename {modules => mfg_package/modules}/items/__init__.py (100%) rename {modules => mfg_package/modules}/items/actions.py (86%) rename {modules => mfg_package/modules}/items/assets/charge_pod.png (100%) rename {modules => mfg_package/modules}/items/assets/dropofflocations.png (100%) rename {modules => mfg_package/modules}/items/assets/items.png (100%) rename {modules => mfg_package/modules}/items/constants.py (100%) rename {modules => mfg_package/modules}/items/entitites.py (89%) rename {modules => mfg_package/modules}/items/groups.py (87%) rename {modules => mfg_package/modules}/items/rewards.py (100%) rename {modules => mfg_package/modules}/items/rules.py (91%) rename {modules => mfg_package/modules}/levels/__init__.py (100%) rename {modules => mfg_package/modules}/levels/large.txt (100%) rename {modules => mfg_package/modules}/levels/large_qquad.txt (100%) rename {modules => mfg_package/modules}/levels/rooms.txt (100%) rename {modules => mfg_package/modules}/levels/shelves.txt (100%) rename {modules => mfg_package/modules}/levels/simple.txt (100%) rename {modules => mfg_package/modules}/machines/__init__.py (100%) rename {modules => mfg_package/modules}/machines/constants.py (100%) rename {modules => mfg_package/modules}/machines/entitites.py (85%) rename {modules => mfg_package/modules}/machines/groups.py (55%) rename {modules => mfg_package/modules}/machines/rewards.py (100%) rename {modules => mfg_package/modules}/machines/rules.py (69%) rename {plotting => mfg_package/plotting}/__init__.py (100%) rename {plotting => mfg_package/plotting}/compare_runs.py (98%) rename {plotting => mfg_package/plotting}/plotting.py (100%) rename {studies => mfg_package/utils}/__init__.py (100%) rename {environment => mfg_package}/utils/config_parser.py (92%) rename {environment => mfg_package}/utils/helpers.py (97%) rename {environment => mfg_package}/utils/level_parser.py (89%) rename {environment => mfg_package}/utils/observation_builder.py (98%) rename {environment => mfg_package}/utils/render.py (100%) rename {environment => mfg_package}/utils/renderer.py (99%) rename {environment => mfg_package}/utils/results.py (91%) rename {environment => mfg_package}/utils/states.py (94%) rename tools.py => mfg_package/utils/tools.py (66%) rename {environment => mfg_package}/utils/utility_classes.py (100%) create mode 100644 quickstart/init.py diff --git a/.gitignore b/.gitignore index 59fa333..3e8be67 100644 --- a/.gitignore +++ b/.gitignore @@ -553,7 +553,7 @@ celerybeat.pid *.sage.py # Environments -# .env +# .environment .env/ .venv/ env/ diff --git a/README.md b/README.md index 4ee9508..94635bd 100644 --- a/README.md +++ b/README.md @@ -80,36 +80,35 @@ General: level_name: rooms # 'double', 'large', 'simple', ... ``` ... or create your own , maybe with the help of [asciiflow.com](https://asciiflow.com/#/). -Be sure to use '#' as Walls, '-' as free (walkable) Floor-Tiles, 'D' for Doors. -Custom Entites (define you own) may bring their own "Symbol" +Make sure to use `#` as [Walls](mfg_package/environment/entity/wall_floor.py), `-` as free (walkable) [Floor](mfg_package/environment/entity/wall_floor.py)-Tiles, `D` for [Walls](./modules/doors/entities.py). +Other Entites (define you own) may bring their own `Symbols` #### Entites -Entites are either [Objects](./environment/entity/object.py) for tracking stats or env. [Entity](./environment/entity/entity.py) which can interact. +Entites, either [Objects](mfg_package/environment/entity/object.py) for tracking stats +or env. [Entity](mfg_package/environment/entity/entity.py) which can interact. Abstract Entities are provided. #### Groups -[Groups](./environment/groups/objects.py) are entity Sets that provide administrative access to all group members. -All [Entites](./environment/entity/global_entities.py) are available at runtime as EnvState property. +[Groups](mfg_package/environment/groups/objects.py) are entity Sets that provide administrative access to all group members. +All [Entites](mfg_package/environment/entity/global_entities.py) are available at runtime as EnvState property. #### Rules -[Rules](./environment/entity/object.py) define how the environment behaves on micro-scale. -Each of the hookes ('on_init', 'pre-step', 'on_step', 'post_step', 'on_done') +[Rules](mfg_package/environment/entity/object.py) define how the environment behaves on micro-scale. +Each of the hookes (`on_init`, `pre_step`, `on_step`, '`post_step`', `on_done`) provide env-access to implement customn logic, calculate rewards, or gather information. +![Hooks](./images/Hooks_FIKS.png) - - -[Results](./environment/entity/object.py) provide a way to return 'rule' evaluations such as rewards and state reports +[Results](mfg_package/environment/entity/object.py) provide a way to return `rule` evaluations such as rewards and state reports back to the environment. #### Assets -Make sure to bring your own assets for each Entity, that is living in the Gridworld, the 'Renderer' relies on it. +Make sure to bring your own assets for each Entity living in the Gridworl as the `Renderer` relies on it. PNG-files (transparent background) of square aspect-ratio should do the job, in general. -
- | -
- + +     + diff --git a/algorithms/marl/__init__.py b/algorithms/marl/__init__.py deleted file mode 100644 index 7c39bb0..0000000 --- a/algorithms/marl/__init__.py +++ /dev/null @@ -1,6 +0,0 @@ -from algorithms.marl.base_ac import BaseActorCritic -from algorithms.marl.iac import LoopIAC -from algorithms.marl.snac import LoopSNAC -from algorithms.marl.seac import LoopSEAC -from algorithms.marl.mappo import LoopMAPPO -from algorithms.marl.memory import MARLActorCriticMemory \ No newline at end of file diff --git a/images/Hooks_FIKS.png b/images/Hooks_FIKS.png new file mode 100644 index 0000000000000000000000000000000000000000..e594c666673294e7a00ec8dd3273924971e8c767 GIT binary patch literal 303396 zcma&OWl&sUvo(q{I0SbF2yVgM1}A6;PJrMN+@0VK0YY$hcXzkJH8=!!ckbjp=iIvA zt@`R@{_Lu$U0eF;r+cmL)jLdCQ5p@I2pI|r3QblsoskwbQPDgYi?VlU041e$1Ji01MmrY$K3P|?@$%~_82NSWq zck*=-Kbu>uKEMn=DEMXSfdu!C9~ygRm3c|Mc5c+wC)br+Y5I4vcMnaC(;f-=(){T$ z*tc-yu~SO{^7}fD$p(iC4eI*e4*tIY#>tLA8daBMpaFmYCfM(PIq<@bH5*`e|8Lj* 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zH7wkTdWrEs+_GVC{?|fiekrs}%&Xmb6XdFHv)h+G$!e0fl(@bvsD6l8qZfqP_pe2M zthxnc%sexVdwlKW`1OuA!^c|!YSuS86h3O0A_UsI)ljLU%PtB&x9EBmn54?EGLtCg z0w|P9^$y;+oA~ic+kuHos^|yY3~3`!p`hV3>xugO%DYWI31=hFP-kGOk zI!y^M$>z&1S>aTHuaizrC|1E3An^8m#`_FZ!{(3YP0!k4 zFU%1EvLF`eN_VK7zi{(6!H{e4K+g_0jf)5xhKQce!!{1C{Q+Y&CcY|(3&>_Y7%wc@ zeP_lAH%w%ld=$!M$L-ynII}A!i?sh>>AjSGhZx3edfbDkd9o^13L0Wqt zxoI%7ET#LYn1lhR?{)6XTT*CI>OTsfL@)%mlg)=nqc-N^Q;@~pQdjS8tVlB?0Lu_c zgs-4)u{0ml19m1f`=8VJGf>8zcDz;Wy!rB6gE{Mp$+P%4w3`Z@f)7C~#&_ebH4u&} zGD4OFz`?e?T3pbi#o#2HQ;p-0LIRa6eqMC+vpLJFl^`&i;Lmh|b)=7mL{(%8acJXcf;h$e&A%}=3;)}cDe*W8J&%fxu N-)x= package_pos] mod = importlib.import_module('.'.join(module_parts)) @@ -227,7 +227,8 @@ def locate_and_import_class(class_name, folder_path: Union[str, PurePath] = ''): 'TickResult', 'ActionResult', 'Action', 'Agent', 'deque', 'BoundEntityMixin', 'RenderEntity', 'TemplateRule', 'defaultdict', 'is_move', 'Objects', 'PositionMixin', 'IsBoundMixin', 'EnvObject', - 'EnvObjects']]) + 'EnvObjects', 'Dict', 'locate_and_import_class', 'yaml', 'Any', + 'inspect']]) try: model_class = mod.__getattribute__(class_name) return model_class diff --git a/environment/utils/level_parser.py b/mfg_package/utils/level_parser.py similarity index 89% rename from environment/utils/level_parser.py rename to mfg_package/utils/level_parser.py index 3f66fbd..f2ad596 100644 --- a/environment/utils/level_parser.py +++ b/mfg_package/utils/level_parser.py @@ -4,10 +4,10 @@ from typing import Dict import numpy as np -from environment.groups.global_entities import Entities -from environment.groups.wall_n_floors import Walls, Floors -from environment.utils import helpers as h -from environment import constants as c +from mfg_package.environment.groups.global_entities import Entities +from mfg_package.environment.groups.wall_n_floors import Walls, Floors +from mfg_package.utils import helpers as h +from mfg_package.environment import constants as c class LevelParser(object): diff --git a/environment/utils/observation_builder.py b/mfg_package/utils/observation_builder.py similarity index 98% rename from environment/utils/observation_builder.py rename to mfg_package/utils/observation_builder.py index 153e11d..d60b144 100644 --- a/environment/utils/observation_builder.py +++ b/mfg_package/utils/observation_builder.py @@ -6,10 +6,10 @@ from typing import Dict, List import numpy as np from numba import njit -from environment.groups.utils import Combined -from environment.utils.states import Gamestate +from mfg_package.environment.groups.utils import Combined +from mfg_package.utils.states import Gamestate -from environment import constants as c +from mfg_package.environment import constants as c class OBSBuilder(object): diff --git a/environment/utils/render.py b/mfg_package/utils/render.py similarity index 100% rename from environment/utils/render.py rename to mfg_package/utils/render.py diff --git a/environment/utils/renderer.py b/mfg_package/utils/renderer.py similarity index 99% rename from environment/utils/renderer.py rename to mfg_package/utils/renderer.py index ea2c9b7..08c68e9 100644 --- a/environment/utils/renderer.py +++ b/mfg_package/utils/renderer.py @@ -9,7 +9,7 @@ import pygame from typing import Tuple, Union import time -from environment.utils.render import RenderEntity +from mfg_package.utils.render import RenderEntity AGENT: str = 'agent' STATE_IDLE: str = 'idle' diff --git a/environment/utils/results.py b/mfg_package/utils/results.py similarity index 91% rename from environment/utils/results.py rename to mfg_package/utils/results.py index 2619ac2..c979ee2 100644 --- a/environment/utils/results.py +++ b/mfg_package/utils/results.py @@ -1,7 +1,7 @@ from typing import Union -from dataclasses import dataclass, asdict +from dataclasses import dataclass -from environment.entity.entity import Entity +from mfg_package.environment.entity.entity import Entity TYPE_VALUE = 'value' TYPE_REWARD = 'reward' diff --git a/environment/utils/states.py b/mfg_package/utils/states.py similarity index 94% rename from environment/utils/states.py rename to mfg_package/utils/states.py index 9ff16f4..45e9dc0 100644 --- a/environment/utils/states.py +++ b/mfg_package/utils/states.py @@ -2,10 +2,10 @@ from typing import List, Dict import numpy as np -from environment.entity.wall_floor import Floor -from environment.rules import Rule -from environment.utils.results import Result -from environment import constants as c +from mfg_package.environment.entity.wall_floor import Floor +from mfg_package.environment.rules import Rule +from mfg_package.utils.results import Result +from mfg_package.environment import constants as c class StepRules: diff --git a/tools.py b/mfg_package/utils/tools.py similarity index 66% rename from tools.py rename to mfg_package/utils/tools.py index fe0305a..f8297ac 100644 --- a/tools.py +++ b/mfg_package/utils/tools.py @@ -2,11 +2,12 @@ import importlib import inspect from os import PathLike from pathlib import Path +from typing import Union import yaml -from environment import constants as c -from environment.utils.helpers import locate_and_import_class +from mfg_package.environment import constants as c +from mfg_package.utils.helpers import locate_and_import_class ACTION = 'Action' GENERAL = 'General' @@ -20,10 +21,9 @@ EXCLUDED = ['identifier', 'args', 'kwargs', 'Move', class ConfigExplainer: - def __init__(self, base_path: PathLike = 'environment', - module_path: PathLike = 'modules'): - self.module_path = Path(module_path) - self.base_path = Path(base_path) + def __init__(self, custom_path: Union[None, PathLike] = None): + self.base_path = Path(__file__).parent.parent.resolve() + self.custom_path = custom_path self.searchspace = [ACTION, GENERAL, ENTITIES, OBSERVATIONS, RULES, ASSETS] def explain_module(self, class_to_explain): @@ -33,8 +33,10 @@ class ConfigExplainer: def _load_and_compare(self, compare_class, paths): conf = {} + package_pos = next(idx for idx, x in enumerate(Path(__file__).resolve().parts) if x == 'mfg_package') for module_path in paths: - mods = importlib.import_module('.'.join([x.replace('.py', '') for x in module_path.parts])) + module_parts = [x.replace('.py', '') for idx, x in enumerate(module_path.parts) if idx >= package_pos] + mods = importlib.import_module('.'.join(module_parts)) for key in mods.__dict__.keys(): if key not in EXCLUDED and not key.startswith('_'): mod = mods.__getattribute__(key) @@ -45,7 +47,7 @@ class ConfigExplainer: pass return conf - def save_actions(self, output_conf_file: PathLike = Path('quickstart') / 'explained_actions.yml'): + def save_actions(self, output_conf_file: PathLike = Path('../../quickstart') / 'explained_actions.yml'): self._save_to_file(self.get_entities(), output_conf_file, ACTION) def get_actions(self): @@ -56,14 +58,14 @@ class ConfigExplainer: # TODO: Print to file! return actions - def save_entities(self, output_conf_file: PathLike = Path('quickstart') / 'explained_entities.yml'): + def save_entities(self, output_conf_file: PathLike = Path('../../quickstart') / 'explained_entities.yml'): self._save_to_file(self.get_entities(), output_conf_file, ENTITIES) def get_entities(self): entities = self._get_by_identifier(ENTITIES) return entities - def save_rules(self, output_conf_file: PathLike = Path('quickstart') / 'explained_rules.yml'): + def save_rules(self, output_conf_file: PathLike = Path('../../quickstart') / 'explained_rules.yml'): self._save_to_file(self.get_entities(), output_conf_file, RULES) def get_rules(self): @@ -77,21 +79,31 @@ class ConfigExplainer: names = [c.ALL, c.COMBINED, c.SELF, c.OTHERS, "Agent['ExampleAgentName']"] for key, val in self.get_entities().items(): try: - e = locate_and_import_class(key)(level_shape=(0, 0), pomdp_r=0).obs_pairs + e = locate_and_import_class(key, self.base_path)(level_shape=(0, 0), pomdp_r=0).obs_pairs except TypeError: e = [key] + except AttributeError as err: + if self.custom_path is not None: + try: + e = locate_and_import_class(key, self.base_path)(level_shape=(0, 0), pomdp_r=0).obs_pairs + except TypeError: + e = [key] + else: + raise err names.extend(e) return names def _get_by_identifier(self, identifier): entities_base_cls = locate_and_import_class(identifier, self.base_path) - module_paths = [x for x in self.base_path.rglob('*.py') if x.is_file() and '__init__' not in x.name] + module_paths = [x.resolve() for x in self.base_path.rglob('*.py') if x.is_file() and '__init__' not in x.name] found_entities = self._load_and_compare(entities_base_cls, module_paths) - module_paths = [x for x in self.module_path.rglob('*.py') if x.is_file() and '__init__' not in x.name] - found_entities.update(self._load_and_compare(entities_base_cls, module_paths)) + if self.custom_path is not None: + module_paths = [x.resolve() for x in self.custom_path.rglob('*.py') if x.is_file() + and '__init__' not in x.name] + found_entities.update(self._load_and_compare(entities_base_cls, module_paths)) return found_entities - def save_all(self, output_conf_file: PathLike = Path('quickstart') / 'explained.yml'): + def save_all(self, output_conf_file: PathLike = Path('../../quickstart') / 'explained.yml'): self._save_to_file(self.get_all(), output_conf_file, 'ALL') def get_all(self): diff --git a/environment/utils/utility_classes.py b/mfg_package/utils/utility_classes.py similarity index 100% rename from environment/utils/utility_classes.py rename to mfg_package/utils/utility_classes.py diff --git a/quickstart/combine_and_monitor_rerun.py b/quickstart/combine_and_monitor_rerun.py index 58cfe6b..6675867 100644 --- a/quickstart/combine_and_monitor_rerun.py +++ b/quickstart/combine_and_monitor_rerun.py @@ -96,7 +96,7 @@ if __name__ == '__main__': max_seed = 0 # Define this folder combinations_path = Path('combinations') - # Those are all differently trained combinations of mdoels, env and parameters + # Those are all differently trained combinations of mdoels, environment and parameters for combination in (x for x in combinations_path.iterdir() if x.is_dir()): # These are all the models for this specific combination for model_run in (x for x in combination.iterdir() if x.is_dir()): @@ -108,7 +108,7 @@ if __name__ == '__main__': # Those are all available seeds for seed_run in (x for x in model_run.iterdir() if x.is_dir()): max_seed = max(int(seed_run.name.split('_')[0]), max_seed) - # Read the env configuration from ROM + # Read the environment configuration from ROM with next(seed_run.glob('env_params.json')).open('r') as f: env_kwargs = simplejson.load(f) available_runs_kwargs[seed_run.name] = env_kwargs diff --git a/quickstart/init.py b/quickstart/init.py new file mode 100644 index 0000000..32e27fb --- /dev/null +++ b/quickstart/init.py @@ -0,0 +1,14 @@ +import os +import shutil +from pathlib import Path + +from mfg_package.utils.tools import ConfigExplainer + +if __name__ == '__main__': + print('Retrieving available options...') + ce = ConfigExplainer() + cwd = Path(os.getcwd()) + ce.save_all(cwd / 'full_config.yaml') + template_path = Path(__file__) / 'mfg_package' / 'modules' / '_template' + shutil.copytree(template_path, cwd) + print() diff --git a/quickstart/single_agent_train_battery_target_env.py b/quickstart/single_agent_train_battery_target_env.py index aef2ce6..ba8a6d5 100644 --- a/quickstart/single_agent_train_battery_target_env.py +++ b/quickstart/single_agent_train_battery_target_env.py @@ -35,9 +35,9 @@ Welcome to this quick start file. Here we will see how to: 1. Setup parameters for the environments (dirt-factory). 2. Setup parameters for the agent training (SB3: PPO) and save metrics. Run the training. - 3. Save env and agent for later analysis. + 3. Save environment and agent for later analysis. 4. Load the agent from drive - 5. Rendering the env with a run of the trained agent. + 5. Rendering the environment with a run of the trained agent. 6. Plot metrics """ @@ -64,14 +64,14 @@ if __name__ == '__main__': # Define property object parameters. - # 'ObservationProperties' are for specifying how the agent sees the env. + # 'ObservationProperties' are for specifying how the agent sees the environment. obs_props = ObservationProperties(render_agents=AgentRenderOptions.NOT, # Agents won`t be shown in the obs at all omit_agent_self=True, # This is default additional_agent_placeholder=None, # We will not take care of future agent frames_to_stack=3, # To give the agent a notion of time pomdp_r=2 # the agent view-radius ) - # 'MovementProperties' are for specifying how the agent is allowed to move in the env. + # 'MovementProperties' are for specifying how the agent is allowed to move in the environment. move_props = MovementProperties(allow_diagonal_movement=True, # Euclidean style (vertices) allow_square_movement=True, # Manhattan (edges) allow_no_op=False) # Pause movement (do nothing) @@ -94,7 +94,7 @@ if __name__ == '__main__': multi_charge = False, ) - # These are the EnvKwargs for initializing the env class, holding all former parameter-classes + # These are the EnvKwargs for initializing the environment class, holding all former parameter-classes # TODO: Comments factory_kwargs = dict(n_agents=1, max_steps=400, @@ -149,8 +149,8 @@ if __name__ == '__main__': model.learn(total_timesteps=int(train_steps), callback=[env_monitor_callback, env_recorder_callback]) ######################################################### - # 3. Save env and agent for later analysis. - # Save the trained Model, the monitor (env measures) and the env parameters + # 3. Save environment and agent for later analysis. + # Save the trained Model, the monitor (environment measures) and the environment parameters model.named_observation_space = env_factory.named_observation_space model.named_action_space = env_factory.named_action_space model.save(model_save_path) @@ -176,10 +176,10 @@ if __name__ == '__main__': model_cls = next(val for key, val in h.MODEL_MAP.items() if key in policy_path.parent.name) # Load the agent agent model = model_cls.load(policy_path / 'model.zip', device='cpu') - # Load old env kwargs + # Load old environment kwargs with next(policy_path.glob(env_params_json)).open('r') as f: env_kwargs = simplejson.load(f) - # Make the env stop ar collisions + # Make the environment stop ar collisions # (you only want to have a single collision per episode hence the statistics) env_kwargs.update(done_at_collision=True) diff --git a/quickstart/single_agent_train_dest_env.py b/quickstart/single_agent_train_dest_env.py index ee22dfb..c54f15a 100644 --- a/quickstart/single_agent_train_dest_env.py +++ b/quickstart/single_agent_train_dest_env.py @@ -34,9 +34,9 @@ Welcome to this quick start file. Here we will see how to: 1. Setup parameters for the environments (dest-factory). 2. Setup parameters for the agent training (SB3: PPO) and save metrics. Run the training. - 3. Save env and agent for later analysis. + 3. Save environment and agent for later analysis. 4. Load the agent from drive - 5. Rendering the env with a run of the trained agent. + 5. Rendering the environment with a run of the trained agent. 6. Plot metrics """ @@ -63,14 +63,14 @@ if __name__ == '__main__': # Define property object parameters. - # 'ObservationProperties' are for specifying how the agent sees the env. + # 'ObservationProperties' are for specifying how the agent sees the environment. obs_props = ObservationProperties(render_agents=AgentRenderOptions.NOT, # Agents won`t be shown in the obs at all omit_agent_self=True, # This is default additional_agent_placeholder=None, # We will not take care of future agent frames_to_stack=3, # To give the agent a notion of time pomdp_r=2 # the agent view-radius ) - # 'MovementProperties' are for specifying how the agent is allowed to move in the env. + # 'MovementProperties' are for specifying how the agent is allowed to move in the environment. move_props = MovementProperties(allow_diagonal_movement=True, # Euclidean style (vertices) allow_square_movement=True, # Manhattan (edges) allow_no_op=False) # Pause movement (do nothing) @@ -85,7 +85,7 @@ if __name__ == '__main__': spawn_mode = DestModeOptions.DONE, ) - # These are the EnvKwargs for initializing the env class, holding all former parameter-classes + # These are the EnvKwargs for initializing the environment class, holding all former parameter-classes # TODO: Comments factory_kwargs = dict(n_agents=1, max_steps=400, @@ -139,8 +139,8 @@ if __name__ == '__main__': model.learn(total_timesteps=int(train_steps), callback=[env_monitor_callback, env_recorder_callback]) ######################################################### - # 3. Save env and agent for later analysis. - # Save the trained Model, the monitor (env measures) and the env parameters + # 3. Save environment and agent for later analysis. + # Save the trained Model, the monitor (environment measures) and the environment parameters model.named_observation_space = env_factory.named_observation_space model.named_action_space = env_factory.named_action_space model.save(model_save_path) @@ -166,10 +166,10 @@ if __name__ == '__main__': model_cls = next(val for key, val in h.MODEL_MAP.items() if key in policy_path.parent.name) # Load the agent agent model = model_cls.load(policy_path / 'model.zip', device='cpu') - # Load old env kwargs + # Load old environment kwargs with next(policy_path.glob(env_params_json)).open('r') as f: env_kwargs = simplejson.load(f) - # Make the env stop ar collisions + # Make the environment stop ar collisions # (you only want to have a single collision per episode hence the statistics) env_kwargs.update(done_at_collision=True) diff --git a/quickstart/single_agent_train_dirt_env.py b/quickstart/single_agent_train_dirt_env.py index b713e59..4718240 100644 --- a/quickstart/single_agent_train_dirt_env.py +++ b/quickstart/single_agent_train_dirt_env.py @@ -34,9 +34,9 @@ Welcome to this quick start file. Here we will see how to: 1. Setup parameters for the environments (dirt-factory). 2. Setup parameters for the agent training (SB3: PPO) and save metrics. Run the training. - 3. Save env and agent for later analysis. + 3. Save environment and agent for later analysis. 4. Load the agent from drive - 5. Rendering the env with a run of the trained agent. + 5. Rendering the environment with a run of the trained agent. 6. Plot metrics """ @@ -63,14 +63,14 @@ if __name__ == '__main__': # Define property object parameters. - # 'ObservationProperties' are for specifying how the agent sees the env. + # 'ObservationProperties' are for specifying how the agent sees the environment. obs_props = ObservationProperties(render_agents=AgentRenderOptions.NOT, # Agents won`t be shown in the obs at all omit_agent_self=True, # This is default additional_agent_placeholder=None, # We will not take care of future agent frames_to_stack=3, # To give the agent a notion of time pomdp_r=2 # the agent' view-radius ) - # 'MovementProperties' are for specifying how the agent is allowed to move in the env. + # 'MovementProperties' are for specifying how the agent is allowed to move in the environment. move_props = MovementProperties(allow_diagonal_movement=True, # Euclidean style (vertices) allow_square_movement=True, # Manhattan (edges) allow_no_op=False) # Pause movement (do nothing) @@ -87,7 +87,7 @@ if __name__ == '__main__': max_spawn_ratio=0.05, dirt_smear_amount=0.0) - # These are the EnvKwargs for initializing the env class, holding all former parameter-classes + # These are the EnvKwargs for initializing the environment class, holding all former parameter-classes # TODO: Comments factory_kwargs = dict(n_agents=1, max_steps=400, @@ -141,8 +141,8 @@ if __name__ == '__main__': model.learn(total_timesteps=int(train_steps), callback=[env_monitor_callback, env_recorder_callback]) ######################################################### - # 3. Save env and agent for later analysis. - # Save the trained Model, the monitor (env measures) and the env parameters + # 3. Save environment and agent for later analysis. + # Save the trained Model, the monitor (environment measures) and the environment parameters model.named_observation_space = env_factory.named_observation_space model.named_action_space = env_factory.named_action_space model.save(model_save_path) @@ -168,10 +168,10 @@ if __name__ == '__main__': model_cls = next(val for key, val in h.MODEL_MAP.items() if key in policy_path.parent.name) # Load the agent model = model_cls.load(policy_path / 'model.zip', device='cpu') - # Load old env kwargs + # Load old environment kwargs with next(policy_path.glob(env_params_json)).open('r') as f: env_kwargs = simplejson.load(f) - # Make the env stop ar collisions + # Make the environment stop ar collisions # (you only want to have a single collision per episode hence the statistics) env_kwargs.update(done_at_collision=True) diff --git a/quickstart/single_agent_train_item_env.py b/quickstart/single_agent_train_item_env.py index 9355f14..e8bd9eb 100644 --- a/quickstart/single_agent_train_item_env.py +++ b/quickstart/single_agent_train_item_env.py @@ -34,9 +34,9 @@ Welcome to this quick start file. Here we will see how to: 1. Setup parameters for the environments (item-factory). 2. Setup parameters for the agent training (SB3: PPO) and save metrics. Run the training. - 3. Save env and agent for later analysis. + 3. Save environment and agent for later analysis. 4. Load the agent from drive - 5. Rendering the env with a run of the trained agent. + 5. Rendering the environment with a run of the trained agent. 6. Plot metrics """ @@ -62,14 +62,14 @@ if __name__ == '__main__': # 1. Setup parameters for the environments (item-factory). # # Define property object parameters. - # 'ObservationProperties' are for specifying how the agent sees the env. + # 'ObservationProperties' are for specifying how the agent sees the environment. obs_props = ObservationProperties(render_agents=AgentRenderOptions.NOT, # Agents won`t be shown in the obs at all omit_agent_self=True, # This is default additional_agent_placeholder=None, # We will not take care of future agent frames_to_stack=3, # To give the agent a notion of time pomdp_r=2 # the agent view-radius ) - # 'MovementProperties' are for specifying how the agent is allowed to move in the env. + # 'MovementProperties' are for specifying how the agent is allowed to move in the environment. move_props = MovementProperties(allow_diagonal_movement=True, # Euclidean style (vertices) allow_square_movement=True, # Manhattan (edges) allow_no_op=False) # Pause movement (do nothing) @@ -84,7 +84,7 @@ if __name__ == '__main__': max_agent_inventory_capacity = 5, # How many items are needed until the agent inventory is full) ) - # These are the EnvKwargs for initializing the env class, holding all former parameter-classes + # These are the EnvKwargs for initializing the environment class, holding all former parameter-classes # TODO: Comments factory_kwargs = dict(n_agents=1, max_steps=400, @@ -137,8 +137,8 @@ if __name__ == '__main__': model.learn(total_timesteps=int(train_steps), callback=[env_monitor_callback, env_recorder_callback]) ######################################################### - # 3. Save env and agent for later analysis. - # Save the trained Model, the monitor (env measures) and the env parameters + # 3. Save environment and agent for later analysis. + # Save the trained Model, the monitor (environment measures) and the environment parameters model.named_observation_space = env_factory.named_observation_space model.named_action_space = env_factory.named_action_space model.save(model_save_path) @@ -164,10 +164,10 @@ if __name__ == '__main__': model_cls = next(val for key, val in h.MODEL_MAP.items() if key in policy_path.parent.name) # Load the agent agent model = model_cls.load(policy_path / 'model.zip', device='cpu') - # Load old env kwargs + # Load old environment kwargs with next(policy_path.glob(env_params_json)).open('r') as f: env_kwargs = simplejson.load(f) - # Make the env stop ar collisions + # Make the environment stop ar collisions # (you only want to have a single collision per episode hence the statistics) env_kwargs.update(done_at_collision=True) diff --git a/reload_agent.py b/reload_agent.py index 71c2677..0b2e43c 100644 --- a/reload_agent.py +++ b/reload_agent.py @@ -2,13 +2,12 @@ import warnings from pathlib import Path import yaml -from stable_baselines3 import PPO -from environment.factory import BaseFactory -from environment.logging.envmonitor import EnvMonitor -from environment.logging.recorder import EnvRecorder +from mfg_package.environment.factory import BaseFactory +from mfg_package.logging.envmonitor import EnvMonitor +from mfg_package.logging.recorder import EnvRecorder -from modules.doors import constants as d +from mfg_package.modules.doors import constants as d warnings.filterwarnings('ignore', category=FutureWarning) warnings.filterwarnings('ignore', category=UserWarning) @@ -32,7 +31,7 @@ if __name__ == '__main__': this_model = out_path / 'model.zip' - model_cls = PPO # next(val for key, val in h.MODEL_MAP.items() if key in out_path.parent.name) + model_cls = None # next(val for key, val in h.MODEL_MAP.items() if key in out_path.parent.name) models = [model_cls.load(this_model)] try: # Legacy Cleanups diff --git a/setup.py b/setup.py index 7b8f847..4cc8313 100644 --- a/setup.py +++ b/setup.py @@ -18,7 +18,10 @@ setup(name='Marl-Factory-Grid', 'simulation', 'emergence', 'gymnasium', - 'environment' + 'environment', + 'deepdiff', + 'natsort', + ], classifiers=[ 'Development Status :: 4 - Beta',