From 69aa12f49b6ccd475a45e3e95b255fca16affb6a Mon Sep 17 00:00:00 2001 From: Czar Echavez Date: Thu, 23 May 2024 17:12:48 +0100 Subject: [PATCH 01/40] #2563: notebook explaining how to get simulation information from PrimAITE --- .../Getting-Information-Out-Of-PrimAITE.ipynb | 168 ++++++++++++++++++ 1 file changed, 168 insertions(+) create mode 100644 src/primaite/notebooks/Getting-Information-Out-Of-PrimAITE.ipynb diff --git a/src/primaite/notebooks/Getting-Information-Out-Of-PrimAITE.ipynb b/src/primaite/notebooks/Getting-Information-Out-Of-PrimAITE.ipynb new file mode 100644 index 00000000..58bf3ca3 --- /dev/null +++ b/src/primaite/notebooks/Getting-Information-Out-Of-PrimAITE.ipynb @@ -0,0 +1,168 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Getting Information out of PrimAITE" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Imports\n", + "import yaml\n", + "from primaite import PRIMAITE_CONFIG\n", + "\n", + "from primaite.config.load import data_manipulation_config_path\n", + "from primaite.session.environment import PrimaiteGymEnv\n", + "from primaite.simulator.network.hardware.nodes.host.computer import Computer\n", + "from notebook.services.config import ConfigManager\n", + "\n", + "cm = ConfigManager().update('notebook', {'limit_output': 50}) # limit output lines to 50 - for neatness\n", + "\n", + "# create the env\n", + "with open(data_manipulation_config_path(), 'r') as f:\n", + " cfg = yaml.safe_load(f)\n", + "\n", + "env = PrimaiteGymEnv(env_config=cfg)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Visualising the Simulation Network" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The network can be visualised by running the code below." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "env.game.simulation.network.draw()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Getting the state of a simulation object\n", + "\n", + "The state of the simulation object is used to determine the observation space used by agents.\n", + "\n", + "Any object created using the ``SimComponent`` class has a state which can show the state of the object.\n", + "\n", + "An example of such an object is ``Computer``. In the default network configuration, ``client_1`` is a Computer object." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "client_1: Computer = env.game.simulation.network.get_node_by_hostname(\"client_1\")\n", + "client_1.describe_state()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### More specific describe state\n", + "\n", + "As you can see, the describe state for the computer also includes the describe state for all the components (i.e. Software) within it. This can cause a large describe state output.\n", + "\n", + "As stated, the ``describe_state`` can be called on any object that inherits ``SimComponent``. This can allow you retrieve the state of a specific item." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "client_1.file_system.describe_state()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## System Logs\n", + "\n", + "Objects that inherit from the ``Node`` class will inherit the ``sys_logs`` property.\n", + "\n", + "This is to simulate the idea that items such as Computer, Routers, Servers, etc. have a logging system used to diagnose problems." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# store config\n", + "# this is to prevent the notebook from breaking your local settings\n", + "was_enabled = PRIMAITE_CONFIG[\"developer_mode\"][\"enabled\"]\n", + "was_syslogs_enabled = PRIMAITE_CONFIG[\"developer_mode\"][\"output_sys_logs\"]\n", + "\n", + "# # enable dev mode so that the default config outputs are overridden for this demo\n", + "PRIMAITE_CONFIG[\"developer_mode\"][\"enabled\"] = True\n", + "PRIMAITE_CONFIG[\"developer_mode\"][\"output_sys_logs\"] = True\n", + "\n", + "\n", + "\n", + "\n", + "# Remake the environment\n", + "env = PrimaiteGymEnv(env_config=cfg)\n", + "\n", + "# get the example computer\n", + "client_1: Computer = env.game.simulation.network.get_node_by_hostname(\"client_1\")\n", + "\n", + "# show sys logs on terminal\n", + "client_1.sys_log.show()\n", + "\n", + "\n", + "\n", + "\n", + "# # restore config\n", + "PRIMAITE_CONFIG[\"developer_mode\"][\"enabled\"] = was_enabled\n", + "PRIMAITE_CONFIG[\"developer_mode\"][\"output_sys_logs\"] = was_syslogs_enabled" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "venv", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.10" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} From d62ce7f86b0ec3888e46171d3453d97126658d63 Mon Sep 17 00:00:00 2001 From: Czar Echavez Date: Wed, 29 May 2024 12:01:14 +0100 Subject: [PATCH 02/40] #2563: apply PR suggestions --- .../Getting-Information-Out-Of-PrimAITE.ipynb | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/src/primaite/notebooks/Getting-Information-Out-Of-PrimAITE.ipynb b/src/primaite/notebooks/Getting-Information-Out-Of-PrimAITE.ipynb index 58bf3ca3..25dec889 100644 --- a/src/primaite/notebooks/Getting-Information-Out-Of-PrimAITE.ipynb +++ b/src/primaite/notebooks/Getting-Information-Out-Of-PrimAITE.ipynb @@ -4,7 +4,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Getting Information out of PrimAITE" + "# Getting information out of PrimAITE" ] }, { @@ -62,9 +62,9 @@ "\n", "The state of the simulation object is used to determine the observation space used by agents.\n", "\n", - "Any object created using the ``SimComponent`` class has a state which can show the state of the object.\n", + "Any object created using the ``SimComponent`` class has a ``describe_state`` method which can show the state of the object.\n", "\n", - "An example of such an object is ``Computer``. In the default network configuration, ``client_1`` is a Computer object." + "An example of such an object is ``Computer`` which inherits from ``SimComponent``. In the default network configuration, ``client_1`` is a Computer object." ] }, { @@ -81,9 +81,9 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### More specific describe state\n", + "### More specific describe_state\n", "\n", - "As you can see, the describe state for the computer also includes the describe state for all the components (i.e. Software) within it. This can cause a large describe state output.\n", + "As you can see, the output from the ``describe_state`` method for the ``Computer`` object includes the describe state for all its components. This can cause a large describe state output.\n", "\n", "As stated, the ``describe_state`` can be called on any object that inherits ``SimComponent``. This can allow you retrieve the state of a specific item." ] @@ -103,7 +103,7 @@ "source": [ "## System Logs\n", "\n", - "Objects that inherit from the ``Node`` class will inherit the ``sys_logs`` property.\n", + "Objects that inherit from the ``Node`` class will inherit the ``sys_log`` attribute.\n", "\n", "This is to simulate the idea that items such as Computer, Routers, Servers, etc. have a logging system used to diagnose problems." ] @@ -119,7 +119,7 @@ "was_enabled = PRIMAITE_CONFIG[\"developer_mode\"][\"enabled\"]\n", "was_syslogs_enabled = PRIMAITE_CONFIG[\"developer_mode\"][\"output_sys_logs\"]\n", "\n", - "# # enable dev mode so that the default config outputs are overridden for this demo\n", + "# enable dev mode so that the default config outputs are overridden for this demo\n", "PRIMAITE_CONFIG[\"developer_mode\"][\"enabled\"] = True\n", "PRIMAITE_CONFIG[\"developer_mode\"][\"output_sys_logs\"] = True\n", "\n", @@ -138,7 +138,7 @@ "\n", "\n", "\n", - "# # restore config\n", + "# restore config\n", "PRIMAITE_CONFIG[\"developer_mode\"][\"enabled\"] = was_enabled\n", "PRIMAITE_CONFIG[\"developer_mode\"][\"output_sys_logs\"] = was_syslogs_enabled" ] From 0c195463222ff29867bb1365031efc132725f21c Mon Sep 17 00:00:00 2001 From: Marek Wolan Date: Wed, 29 May 2024 14:54:45 +0100 Subject: [PATCH 03/40] #2588 optional RL deps --- .azure/azure-build-deploy-docs-pipeline.yml | 2 +- .azure/azure-ci-build-pipeline.yaml | 4 +- .github/workflows/build-sphinx.yml | 2 +- .github/workflows/python-package.yml | 2 +- README.md | 9 +- docs/source/getting_started.rst | 6 +- pyproject.toml | 8 +- .../notebooks/Training-an-RLLib-Agent.ipynb | 4 +- src/primaite/session/environment.py | 162 ---------------- src/primaite/session/ray_envs.py | 174 ++++++++++++++++++ .../test_rllib_multi_agent_environment.py | 2 +- .../test_rllib_single_agent_environment.py | 2 +- .../e2e_integration_tests/test_environment.py | 3 +- .../test_episode_scheduler.py | 3 +- 14 files changed, 201 insertions(+), 182 deletions(-) create mode 100644 src/primaite/session/ray_envs.py diff --git a/.azure/azure-build-deploy-docs-pipeline.yml b/.azure/azure-build-deploy-docs-pipeline.yml index 01adce6d..8ebfe4d6 100644 --- a/.azure/azure-build-deploy-docs-pipeline.yml +++ b/.azure/azure-build-deploy-docs-pipeline.yml @@ -26,7 +26,7 @@ jobs: displayName: 'Install build dependencies' - script: | - pip install -e .[dev] + pip install -e .[dev,rl] displayName: 'Install PrimAITE for docs autosummary' - script: | diff --git a/.azure/azure-ci-build-pipeline.yaml b/.azure/azure-ci-build-pipeline.yaml index f0a1793e..a32ae20f 100644 --- a/.azure/azure-ci-build-pipeline.yaml +++ b/.azure/azure-ci-build-pipeline.yaml @@ -82,12 +82,12 @@ stages: - script: | PRIMAITE_WHEEL=$(ls ./dist/primaite*.whl) - python -m pip install $PRIMAITE_WHEEL[dev] + python -m pip install $PRIMAITE_WHEEL[dev,rl] displayName: 'Install PrimAITE' condition: or(eq( variables['Agent.OS'], 'Linux' ), eq( variables['Agent.OS'], 'Darwin' )) - script: | - forfiles /p dist\ /m *.whl /c "cmd /c python -m pip install @file[dev]" + forfiles /p dist\ /m *.whl /c "cmd /c python -m pip install @file[dev,rl]" displayName: 'Install PrimAITE' condition: eq( variables['Agent.OS'], 'Windows_NT' ) diff --git a/.github/workflows/build-sphinx.yml b/.github/workflows/build-sphinx.yml index 82da1c6b..da20fbd3 100644 --- a/.github/workflows/build-sphinx.yml +++ b/.github/workflows/build-sphinx.yml @@ -49,7 +49,7 @@ jobs: - name: Install PrimAITE for docs autosummary run: | set -x - python -m pip install -e .[dev] + python -m pip install -e .[dev,rl] - name: Run build script for Sphinx pages env: diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml index ed94ad97..1b85f4be 100644 --- a/.github/workflows/python-package.yml +++ b/.github/workflows/python-package.yml @@ -48,7 +48,7 @@ jobs: - name: Install PrimAITE run: | PRIMAITE_WHEEL=$(ls ./dist/primaite*.whl) - python -m pip install $PRIMAITE_WHEEL[dev] + python -m pip install $PRIMAITE_WHEEL[dev,rl] - name: Perform PrimAITE Setup run: | diff --git a/README.md b/README.md index 3fd73b53..68a8488b 100644 --- a/README.md +++ b/README.md @@ -43,7 +43,7 @@ cd ~\primaite python3 -m venv .venv attrib +h .venv /s /d # Hides the .venv directory .\.venv\Scripts\activate -pip install https://github.com/Autonomous-Resilient-Cyber-Defence/PrimAITE/releases/download/v2.0.0/primaite-2.0.0-py3-none-any.whl +pip install primaite-3.0.0-py3-none-any.whl[rl] primaite setup ``` @@ -66,7 +66,7 @@ mkdir ~/primaite cd ~/primaite python3 -m venv .venv source .venv/bin/activate -pip install https://github.com/Autonomous-Resilient-Cyber-Defence/PrimAITE/releases/download/v2.0.0/primaite-2.0.0-py3-none-any.whl +pip install primaite-3.0.0-py3-none-any.whl[rl] primaite setup ``` @@ -105,7 +105,7 @@ source venv/bin/activate #### 5. Install `primaite` with the dev extra into the venv along with all of it's dependencies ```bash -python3 -m pip install -e .[dev] +python3 -m pip install -e .[dev,rl] ``` #### 6. Perform the PrimAITE setup: @@ -114,6 +114,9 @@ python3 -m pip install -e .[dev] primaite setup ``` +#### Note +*It is possible to install PrimAITE without Ray RLLib, StableBaselines3, or any deep learning libraries by omitting the `rl` flag in the pip install command.* + ### Running PrimAITE Use the provided jupyter notebooks as a starting point to try running PrimAITE. They are automatically copied to your PrimAITE notebook folder when you run `primaite setup`. diff --git a/docs/source/getting_started.rst b/docs/source/getting_started.rst index 7c91498c..6e6fc3e4 100644 --- a/docs/source/getting_started.rst +++ b/docs/source/getting_started.rst @@ -82,7 +82,7 @@ Install PrimAITE .. code-block:: bash :caption: Unix - pip install path/to/your/primaite.whl + pip install path/to/your/primaite.whl[rl] .. code-block:: powershell :caption: Windows (Powershell) @@ -133,12 +133,12 @@ of your choice: .. code-block:: bash :caption: Unix - pip install -e .[dev] + pip install -e .[dev,rl] .. code-block:: powershell :caption: Windows (Powershell) - pip install -e .[dev] + pip install -e .[dev,rl] To view the complete list of packages installed during PrimAITE installation, go to the dependencies page (:ref:`Dependencies`). diff --git a/pyproject.toml b/pyproject.toml index 5d913e1a..008f7c9c 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -36,11 +36,8 @@ dependencies = [ "polars==0.18.4", "prettytable==3.8.0", "PyYAML==6.0", - "stable-baselines3[extra]==2.1.0", - "tensorflow==2.12.0", "typer[all]==0.9.0", "pydantic==2.7.0", - "ray[rllib] >= 2.9, < 3", "ipywidgets" ] @@ -55,6 +52,11 @@ license-files = ["LICENSE"] [project.optional-dependencies] +rl = [ + "ray[rllib] >= 2.9, < 3", + "tensorflow==2.12.0", + "stable-baselines3[extra]==2.1.0", +] dev = [ "build==0.10.0", "flake8==6.0.0", diff --git a/src/primaite/notebooks/Training-an-RLLib-Agent.ipynb b/src/primaite/notebooks/Training-an-RLLib-Agent.ipynb index 1fb66405..9d458426 100644 --- a/src/primaite/notebooks/Training-an-RLLib-Agent.ipynb +++ b/src/primaite/notebooks/Training-an-RLLib-Agent.ipynb @@ -18,7 +18,7 @@ "import yaml\n", "from primaite.config.load import data_manipulation_config_path\n", "\n", - "from primaite.session.environment import PrimaiteRayEnv\n", + "from primaite.session.ray_envs import PrimaiteRayEnv\n", "from ray.rllib.algorithms import ppo\n", "from ray import air, tune\n", "import ray\n", @@ -97,7 +97,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.11" + "version": "3.10.12" } }, "nbformat": 4, diff --git a/src/primaite/session/environment.py b/src/primaite/session/environment.py index 6c42c701..1e9faded 100644 --- a/src/primaite/session/environment.py +++ b/src/primaite/session/environment.py @@ -4,7 +4,6 @@ from typing import Any, Dict, Optional, SupportsFloat, Tuple, Union import gymnasium from gymnasium.core import ActType, ObsType -from ray.rllib.env.multi_agent_env import MultiAgentEnv from primaite import getLogger from primaite.game.agent.interface import ProxyAgent @@ -128,164 +127,3 @@ class PrimaiteGymEnv(gymnasium.Env): if self.io.settings.save_agent_actions: all_agent_actions = {name: agent.action_history for name, agent in self.game.agents.items()} self.io.write_agent_actions(agent_actions=all_agent_actions, episode=self.episode_counter) - - -class PrimaiteRayEnv(gymnasium.Env): - """Ray wrapper that accepts a single `env_config` parameter in init function for compatibility with Ray.""" - - def __init__(self, env_config: Dict) -> None: - """Initialise the environment. - - :param env_config: A dictionary containing the environment configuration. - :type env_config: Dict - """ - self.env = PrimaiteGymEnv(env_config=env_config) - # self.env.episode_counter -= 1 - self.action_space = self.env.action_space - self.observation_space = self.env.observation_space - - def reset(self, *, seed: int = None, options: dict = None) -> Tuple[ObsType, Dict]: - """Reset the environment.""" - return self.env.reset(seed=seed) - - def step(self, action: ActType) -> Tuple[ObsType, SupportsFloat, bool, bool, Dict]: - """Perform a step in the environment.""" - return self.env.step(action) - - def close(self): - """Close the simulation.""" - self.env.close() - - @property - def game(self) -> PrimaiteGame: - """Pass through game from env.""" - return self.env.game - - -class PrimaiteRayMARLEnv(MultiAgentEnv): - """Ray Environment that inherits from MultiAgentEnv to allow training MARL systems.""" - - def __init__(self, env_config: Dict) -> None: - """Initialise the environment. - - :param env_config: A dictionary containing the environment configuration. It must contain a single key, `game` - which is the PrimaiteGame instance. - :type env_config: Dict - """ - self.episode_counter: int = 0 - """Current episode number.""" - self.episode_scheduler: EpisodeScheduler = build_scheduler(env_config) - """Object that returns a config corresponding to the current episode.""" - self.io = PrimaiteIO.from_config(self.episode_scheduler(0).get("io_settings", {})) - """Handles IO for the environment. This produces sys logs, agent logs, etc.""" - self.game: PrimaiteGame = PrimaiteGame.from_config(self.episode_scheduler(self.episode_counter)) - """Reference to the primaite game""" - self._agent_ids = list(self.game.rl_agents.keys()) - """Agent ids. This is a list of strings of agent names.""" - - self.terminateds = set() - self.truncateds = set() - self.observation_space = gymnasium.spaces.Dict( - { - name: gymnasium.spaces.flatten_space(agent.observation_manager.space) - for name, agent in self.agents.items() - } - ) - self.action_space = gymnasium.spaces.Dict( - {name: agent.action_manager.space for name, agent in self.agents.items()} - ) - - super().__init__() - - @property - def agents(self) -> Dict[str, ProxyAgent]: - """Grab a fresh reference to the agents from this episode's game object.""" - return {name: self.game.rl_agents[name] for name in self._agent_ids} - - def reset(self, *, seed: int = None, options: dict = None) -> Tuple[ObsType, Dict]: - """Reset the environment.""" - rewards = {name: agent.reward_function.total_reward for name, agent in self.agents.items()} - _LOGGER.info(f"Resetting environment, episode {self.episode_counter}, " f"avg. reward: {rewards}") - - if self.io.settings.save_agent_actions: - all_agent_actions = {name: agent.action_history for name, agent in self.game.agents.items()} - self.io.write_agent_actions(agent_actions=all_agent_actions, episode=self.episode_counter) - - self.episode_counter += 1 - self.game: PrimaiteGame = PrimaiteGame.from_config(self.episode_scheduler(self.episode_counter)) - self.game.setup_for_episode(episode=self.episode_counter) - state = self.game.get_sim_state() - self.game.update_agents(state) - next_obs = self._get_obs() - info = {} - return next_obs, info - - def step( - self, actions: Dict[str, ActType] - ) -> Tuple[Dict[str, ObsType], Dict[str, SupportsFloat], Dict[str, bool], Dict[str, bool], Dict]: - """Perform a step in the environment. Adherent to Ray MultiAgentEnv step API. - - :param actions: Dict of actions. The key is agent identifier and the value is a gymnasium action instance. - :type actions: Dict[str, ActType] - :return: Observations, rewards, terminateds, truncateds, and info. Each one is a dictionary keyed by agent - identifier. - :rtype: Tuple[Dict[str,ObsType], Dict[str, SupportsFloat], Dict[str,bool], Dict[str,bool], Dict] - """ - step = self.game.step_counter - # 1. Perform actions - for agent_name, action in actions.items(): - self.agents[agent_name].store_action(action) - self.game.pre_timestep() - self.game.apply_agent_actions() - - # 2. Advance timestep - self.game.advance_timestep() - - # 3. Get next observations - state = self.game.get_sim_state() - self.game.update_agents(state) - next_obs = self._get_obs() - - # 4. Get rewards - rewards = {name: agent.reward_function.current_reward for name, agent in self.agents.items()} - _LOGGER.info(f"step: {self.game.step_counter}, Rewards: {rewards}") - terminateds = {name: False for name, _ in self.agents.items()} - truncateds = {name: self.game.calculate_truncated() for name, _ in self.agents.items()} - infos = {name: {} for name, _ in self.agents.items()} - terminateds["__all__"] = len(self.terminateds) == len(self.agents) - truncateds["__all__"] = self.game.calculate_truncated() - if self.game.save_step_metadata: - self._write_step_metadata_json(step, actions, state, rewards) - return next_obs, rewards, terminateds, truncateds, infos - - def _write_step_metadata_json(self, step: int, actions: Dict, state: Dict, rewards: Dict): - output_dir = SIM_OUTPUT.path / f"episode_{self.episode_counter}" / "step_metadata" - - output_dir.mkdir(parents=True, exist_ok=True) - path = output_dir / f"step_{step}.json" - - data = { - "episode": self.episode_counter, - "step": step, - "actions": {agent_name: int(action) for agent_name, action in actions.items()}, - "reward": rewards, - "state": state, - } - with open(path, "w") as file: - json.dump(data, file) - - def _get_obs(self) -> Dict[str, ObsType]: - """Return the current observation.""" - obs = {} - for agent_name in self._agent_ids: - agent = self.game.rl_agents[agent_name] - unflat_space = agent.observation_manager.space - unflat_obs = agent.observation_manager.current_observation - obs[agent_name] = gymnasium.spaces.flatten(unflat_space, unflat_obs) - return obs - - def close(self): - """Close the simulation.""" - if self.io.settings.save_agent_actions: - all_agent_actions = {name: agent.action_history for name, agent in self.game.agents.items()} - self.io.write_agent_actions(agent_actions=all_agent_actions, episode=self.episode_counter) diff --git a/src/primaite/session/ray_envs.py b/src/primaite/session/ray_envs.py new file mode 100644 index 00000000..5149a225 --- /dev/null +++ b/src/primaite/session/ray_envs.py @@ -0,0 +1,174 @@ +import json +from typing import Dict, SupportsFloat, Tuple + +import gymnasium +from gymnasium.core import ActType, ObsType +from ray.rllib.env.multi_agent_env import MultiAgentEnv + +from primaite.game.agent.interface import ProxyAgent +from primaite.game.game import PrimaiteGame +from primaite.session.environment import _LOGGER, PrimaiteGymEnv +from primaite.session.episode_schedule import build_scheduler, EpisodeScheduler +from primaite.session.io import PrimaiteIO +from primaite.simulator import SIM_OUTPUT + + +class PrimaiteRayMARLEnv(MultiAgentEnv): + """Ray Environment that inherits from MultiAgentEnv to allow training MARL systems.""" + + def __init__(self, env_config: Dict) -> None: + """Initialise the environment. + + :param env_config: A dictionary containing the environment configuration. It must contain a single key, `game` + which is the PrimaiteGame instance. + :type env_config: Dict + """ + self.episode_counter: int = 0 + """Current episode number.""" + self.episode_scheduler: EpisodeScheduler = build_scheduler(env_config) + """Object that returns a config corresponding to the current episode.""" + self.io = PrimaiteIO.from_config(self.episode_scheduler(0).get("io_settings", {})) + """Handles IO for the environment. This produces sys logs, agent logs, etc.""" + self.game: PrimaiteGame = PrimaiteGame.from_config(self.episode_scheduler(self.episode_counter)) + """Reference to the primaite game""" + self._agent_ids = list(self.game.rl_agents.keys()) + """Agent ids. This is a list of strings of agent names.""" + + self.terminateds = set() + self.truncateds = set() + self.observation_space = gymnasium.spaces.Dict( + { + name: gymnasium.spaces.flatten_space(agent.observation_manager.space) + for name, agent in self.agents.items() + } + ) + self.action_space = gymnasium.spaces.Dict( + {name: agent.action_manager.space for name, agent in self.agents.items()} + ) + + super().__init__() + + @property + def agents(self) -> Dict[str, ProxyAgent]: + """Grab a fresh reference to the agents from this episode's game object.""" + return {name: self.game.rl_agents[name] for name in self._agent_ids} + + def reset(self, *, seed: int = None, options: dict = None) -> Tuple[ObsType, Dict]: + """Reset the environment.""" + rewards = {name: agent.reward_function.total_reward for name, agent in self.agents.items()} + _LOGGER.info(f"Resetting environment, episode {self.episode_counter}, " f"avg. reward: {rewards}") + + if self.io.settings.save_agent_actions: + all_agent_actions = {name: agent.action_history for name, agent in self.game.agents.items()} + self.io.write_agent_actions(agent_actions=all_agent_actions, episode=self.episode_counter) + + self.episode_counter += 1 + self.game: PrimaiteGame = PrimaiteGame.from_config(self.episode_scheduler(self.episode_counter)) + self.game.setup_for_episode(episode=self.episode_counter) + state = self.game.get_sim_state() + self.game.update_agents(state) + next_obs = self._get_obs() + info = {} + return next_obs, info + + def step( + self, actions: Dict[str, ActType] + ) -> Tuple[Dict[str, ObsType], Dict[str, SupportsFloat], Dict[str, bool], Dict[str, bool], Dict]: + """Perform a step in the environment. Adherent to Ray MultiAgentEnv step API. + + :param actions: Dict of actions. The key is agent identifier and the value is a gymnasium action instance. + :type actions: Dict[str, ActType] + :return: Observations, rewards, terminateds, truncateds, and info. Each one is a dictionary keyed by agent + identifier. + :rtype: Tuple[Dict[str,ObsType], Dict[str, SupportsFloat], Dict[str,bool], Dict[str,bool], Dict] + """ + step = self.game.step_counter + # 1. Perform actions + for agent_name, action in actions.items(): + self.agents[agent_name].store_action(action) + self.game.pre_timestep() + self.game.apply_agent_actions() + + # 2. Advance timestep + self.game.advance_timestep() + + # 3. Get next observations + state = self.game.get_sim_state() + self.game.update_agents(state) + next_obs = self._get_obs() + + # 4. Get rewards + rewards = {name: agent.reward_function.current_reward for name, agent in self.agents.items()} + _LOGGER.info(f"step: {self.game.step_counter}, Rewards: {rewards}") + terminateds = {name: False for name, _ in self.agents.items()} + truncateds = {name: self.game.calculate_truncated() for name, _ in self.agents.items()} + infos = {name: {} for name, _ in self.agents.items()} + terminateds["__all__"] = len(self.terminateds) == len(self.agents) + truncateds["__all__"] = self.game.calculate_truncated() + if self.game.save_step_metadata: + self._write_step_metadata_json(step, actions, state, rewards) + return next_obs, rewards, terminateds, truncateds, infos + + def _write_step_metadata_json(self, step: int, actions: Dict, state: Dict, rewards: Dict): + output_dir = SIM_OUTPUT.path / f"episode_{self.episode_counter}" / "step_metadata" + + output_dir.mkdir(parents=True, exist_ok=True) + path = output_dir / f"step_{step}.json" + + data = { + "episode": self.episode_counter, + "step": step, + "actions": {agent_name: int(action) for agent_name, action in actions.items()}, + "reward": rewards, + "state": state, + } + with open(path, "w") as file: + json.dump(data, file) + + def _get_obs(self) -> Dict[str, ObsType]: + """Return the current observation.""" + obs = {} + for agent_name in self._agent_ids: + agent = self.game.rl_agents[agent_name] + unflat_space = agent.observation_manager.space + unflat_obs = agent.observation_manager.current_observation + obs[agent_name] = gymnasium.spaces.flatten(unflat_space, unflat_obs) + return obs + + def close(self): + """Close the simulation.""" + if self.io.settings.save_agent_actions: + all_agent_actions = {name: agent.action_history for name, agent in self.game.agents.items()} + self.io.write_agent_actions(agent_actions=all_agent_actions, episode=self.episode_counter) + + +class PrimaiteRayEnv(gymnasium.Env): + """Ray wrapper that accepts a single `env_config` parameter in init function for compatibility with Ray.""" + + def __init__(self, env_config: Dict) -> None: + """Initialise the environment. + + :param env_config: A dictionary containing the environment configuration. + :type env_config: Dict + """ + self.env = PrimaiteGymEnv(env_config=env_config) + # self.env.episode_counter -= 1 + self.action_space = self.env.action_space + self.observation_space = self.env.observation_space + + def reset(self, *, seed: int = None, options: dict = None) -> Tuple[ObsType, Dict]: + """Reset the environment.""" + return self.env.reset(seed=seed) + + def step(self, action: ActType) -> Tuple[ObsType, SupportsFloat, bool, bool, Dict]: + """Perform a step in the environment.""" + return self.env.step(action) + + def close(self): + """Close the simulation.""" + self.env.close() + + @property + def game(self) -> PrimaiteGame: + """Pass through game from env.""" + return self.env.game diff --git a/tests/e2e_integration_tests/environments/test_rllib_multi_agent_environment.py b/tests/e2e_integration_tests/environments/test_rllib_multi_agent_environment.py index 712a16c4..9b550dd2 100644 --- a/tests/e2e_integration_tests/environments/test_rllib_multi_agent_environment.py +++ b/tests/e2e_integration_tests/environments/test_rllib_multi_agent_environment.py @@ -3,7 +3,7 @@ import yaml from ray import air, tune from ray.rllib.algorithms.ppo import PPOConfig -from primaite.session.environment import PrimaiteRayMARLEnv +from primaite.session.ray_envs import PrimaiteRayMARLEnv from tests import TEST_ASSETS_ROOT MULTI_AGENT_PATH = TEST_ASSETS_ROOT / "configs/multi_agent_session.yaml" diff --git a/tests/e2e_integration_tests/environments/test_rllib_single_agent_environment.py b/tests/e2e_integration_tests/environments/test_rllib_single_agent_environment.py index d9057fef..f56f0f85 100644 --- a/tests/e2e_integration_tests/environments/test_rllib_single_agent_environment.py +++ b/tests/e2e_integration_tests/environments/test_rllib_single_agent_environment.py @@ -8,7 +8,7 @@ from ray.rllib.algorithms import ppo from primaite.config.load import data_manipulation_config_path from primaite.game.game import PrimaiteGame -from primaite.session.environment import PrimaiteRayEnv +from primaite.session.ray_envs import PrimaiteRayEnv @pytest.mark.skip(reason="Slow, reenable later") diff --git a/tests/e2e_integration_tests/test_environment.py b/tests/e2e_integration_tests/test_environment.py index accfad50..0a2c6add 100644 --- a/tests/e2e_integration_tests/test_environment.py +++ b/tests/e2e_integration_tests/test_environment.py @@ -4,7 +4,8 @@ import yaml from gymnasium.core import ObsType from numpy import ndarray -from primaite.session.environment import PrimaiteGymEnv, PrimaiteRayMARLEnv +from primaite.session.environment import PrimaiteGymEnv +from primaite.session.ray_envs import PrimaiteRayMARLEnv from primaite.simulator.network.hardware.nodes.host.server import Printer from primaite.simulator.network.hardware.nodes.network.wireless_router import WirelessRouter from tests import TEST_ASSETS_ROOT diff --git a/tests/integration_tests/configuration_file_parsing/test_episode_scheduler.py b/tests/integration_tests/configuration_file_parsing/test_episode_scheduler.py index 6b40fb1a..c6fd1a2f 100644 --- a/tests/integration_tests/configuration_file_parsing/test_episode_scheduler.py +++ b/tests/integration_tests/configuration_file_parsing/test_episode_scheduler.py @@ -1,7 +1,8 @@ import pytest import yaml -from primaite.session.environment import PrimaiteGymEnv, PrimaiteRayEnv, PrimaiteRayMARLEnv +from primaite.session.environment import PrimaiteGymEnv +from primaite.session.ray_envs import PrimaiteRayEnv, PrimaiteRayMARLEnv from tests.conftest import TEST_ASSETS_ROOT folder_path = TEST_ASSETS_ROOT / "configs" / "scenario_with_placeholders" From d2f82a153527ceed8431c9871d6b0d223b07d849 Mon Sep 17 00:00:00 2001 From: Marek Wolan Date: Thu, 30 May 2024 12:31:35 +0000 Subject: [PATCH 04/40] Updated pyproject.toml --- pyproject.toml | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 5d913e1a..9f7eda52 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -41,7 +41,8 @@ dependencies = [ "typer[all]==0.9.0", "pydantic==2.7.0", "ray[rllib] >= 2.9, < 3", - "ipywidgets" + "ipywidgets", + "deepdiff" ] [tool.setuptools.dynamic] From a161a3a5ec7f0782aa9c02752ce9373063410f57 Mon Sep 17 00:00:00 2001 From: Marek Wolan Date: Thu, 30 May 2024 15:34:46 +0100 Subject: [PATCH 05/40] #2639 Fix reset signature --- src/primaite/session/environment.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/primaite/session/environment.py b/src/primaite/session/environment.py index 6c42c701..4d0544e9 100644 --- a/src/primaite/session/environment.py +++ b/src/primaite/session/environment.py @@ -83,7 +83,7 @@ class PrimaiteGymEnv(gymnasium.Env): with open(path, "w") as file: json.dump(data, file) - def reset(self, seed: Optional[int] = None) -> Tuple[ObsType, Dict[str, Any]]: + def reset(self, seed: Optional[int] = None, options: Optional[Dict] = None) -> Tuple[ObsType, Dict[str, Any]]: """Reset the environment.""" _LOGGER.info( f"Resetting environment, episode {self.episode_counter}, " From 1c86948d614ba01a548990e541bb5ee0dee771c8 Mon Sep 17 00:00:00 2001 From: Marek Wolan Date: Fri, 31 May 2024 12:12:35 +0100 Subject: [PATCH 06/40] #2588 fix import in notebook --- src/primaite/notebooks/Training-an-RLLIB-MARL-System.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/primaite/notebooks/Training-an-RLLIB-MARL-System.ipynb b/src/primaite/notebooks/Training-an-RLLIB-MARL-System.ipynb index df688146..65b1595f 100644 --- a/src/primaite/notebooks/Training-an-RLLIB-MARL-System.ipynb +++ b/src/primaite/notebooks/Training-an-RLLIB-MARL-System.ipynb @@ -31,7 +31,7 @@ "import ray\n", "from ray import air, tune\n", "from ray.rllib.algorithms.ppo import PPOConfig\n", - "from primaite.session.environment import PrimaiteRayMARLEnv\n", + "from primaite.session.ray_envs import PrimaiteRayMARLEnv\n", "\n", "# If you get an error saying this config file doesn't exist, you may need to run `primaite setup` in your command line\n", "# to copy the files to your user data path.\n", From ae8b726beb8287c7f06c343952cb56c64cbe8b96 Mon Sep 17 00:00:00 2001 From: Marek Wolan Date: Fri, 31 May 2024 11:27:27 +0000 Subject: [PATCH 07/40] drop python 3.8 builds --- .azure/azure-ci-build-pipeline.yaml | 30 ++++++++++++++--------------- 1 file changed, 15 insertions(+), 15 deletions(-) diff --git a/.azure/azure-ci-build-pipeline.yaml b/.azure/azure-ci-build-pipeline.yaml index f0a1793e..189ae093 100644 --- a/.azure/azure-ci-build-pipeline.yaml +++ b/.azure/azure-ci-build-pipeline.yaml @@ -14,31 +14,31 @@ parameters: - name: matrix type: object default: - - job_name: 'UbuntuPython38' - py: '3.8' - img: 'ubuntu-latest' - every_time: false - publish_coverage: false + # - job_name: 'UbuntuPython38' + # py: '3.8' + # img: 'ubuntu-latest' + # every_time: false + # publish_coverage: false - job_name: 'UbuntuPython311' py: '3.11' img: 'ubuntu-latest' every_time: true publish_coverage: true - - job_name: 'WindowsPython38' - py: '3.8' - img: 'windows-latest' - every_time: false - publish_coverage: false + # - job_name: 'WindowsPython38' + # py: '3.8' + # img: 'windows-latest' + # every_time: false + # publish_coverage: false - job_name: 'WindowsPython311' py: '3.11' img: 'windows-latest' every_time: false publish_coverage: false - - job_name: 'MacOSPython38' - py: '3.8' - img: 'macOS-latest' - every_time: false - publish_coverage: false + # - job_name: 'MacOSPython38' + # py: '3.8' + # img: 'macOS-latest' + # every_time: false + # publish_coverage: false - job_name: 'MacOSPython311' py: '3.11' img: 'macOS-latest' From f8336d07bdfcc276d165541716d258bdf0670e21 Mon Sep 17 00:00:00 2001 From: Marek Wolan Date: Fri, 31 May 2024 13:28:56 +0100 Subject: [PATCH 08/40] #2626 fix too many open files bug --- src/primaite/session/environment.py | 2 ++ src/primaite/session/ray_envs.py | 2 ++ .../simulator/system/core/packet_capture.py | 14 ++++++++++++++ 3 files changed, 18 insertions(+) diff --git a/src/primaite/session/environment.py b/src/primaite/session/environment.py index edb8a476..6bcadab6 100644 --- a/src/primaite/session/environment.py +++ b/src/primaite/session/environment.py @@ -11,6 +11,7 @@ from primaite.game.game import PrimaiteGame from primaite.session.episode_schedule import build_scheduler, EpisodeScheduler from primaite.session.io import PrimaiteIO from primaite.simulator import SIM_OUTPUT +from primaite.simulator.system.core.packet_capture import PacketCapture _LOGGER = getLogger(__name__) @@ -92,6 +93,7 @@ class PrimaiteGymEnv(gymnasium.Env): all_agent_actions = {name: agent.action_history for name, agent in self.game.agents.items()} self.io.write_agent_actions(agent_actions=all_agent_actions, episode=self.episode_counter) self.episode_counter += 1 + PacketCapture.clear() self.game: PrimaiteGame = PrimaiteGame.from_config(cfg=self.episode_scheduler(self.episode_counter)) self.game.setup_for_episode(episode=self.episode_counter) state = self.game.get_sim_state() diff --git a/src/primaite/session/ray_envs.py b/src/primaite/session/ray_envs.py index 5149a225..f4691155 100644 --- a/src/primaite/session/ray_envs.py +++ b/src/primaite/session/ray_envs.py @@ -11,6 +11,7 @@ from primaite.session.environment import _LOGGER, PrimaiteGymEnv from primaite.session.episode_schedule import build_scheduler, EpisodeScheduler from primaite.session.io import PrimaiteIO from primaite.simulator import SIM_OUTPUT +from primaite.simulator.system.core.packet_capture import PacketCapture class PrimaiteRayMARLEnv(MultiAgentEnv): @@ -63,6 +64,7 @@ class PrimaiteRayMARLEnv(MultiAgentEnv): self.io.write_agent_actions(agent_actions=all_agent_actions, episode=self.episode_counter) self.episode_counter += 1 + PacketCapture.clear() self.game: PrimaiteGame = PrimaiteGame.from_config(self.episode_scheduler(self.episode_counter)) self.game.setup_for_episode(episode=self.episode_counter) state = self.game.get_sim_state() diff --git a/src/primaite/simulator/system/core/packet_capture.py b/src/primaite/simulator/system/core/packet_capture.py index cf38e94b..bc8a0584 100644 --- a/src/primaite/simulator/system/core/packet_capture.py +++ b/src/primaite/simulator/system/core/packet_capture.py @@ -21,6 +21,8 @@ class PacketCapture: The PCAPs are logged to: //__pcap.log """ + _logger_instances: List[logging.Logger] = [] + def __init__( self, hostname: str, @@ -65,10 +67,12 @@ class PacketCapture: if outbound: self.outbound_logger = logging.getLogger(self._get_logger_name(outbound)) + PacketCapture._logger_instances.append(self.outbound_logger) logger = self.outbound_logger else: self.inbound_logger = logging.getLogger(self._get_logger_name(outbound)) logger = self.inbound_logger + PacketCapture._logger_instances.append(self.inbound_logger) logger.setLevel(60) # Custom log level > CRITICAL to prevent any unwanted standard DEBUG-CRITICAL logs logger.addHandler(file_handler) @@ -122,3 +126,13 @@ class PacketCapture: if SIM_OUTPUT.save_pcap_logs: msg = frame.model_dump_json() self.outbound_logger.log(level=60, msg=msg) # Log at custom log level > CRITICAL + + @staticmethod + def clear(): + """Close all open PCAP file handlers.""" + for logger in PacketCapture._logger_instances: + handlers = logger.handlers[:] + for handler in handlers: + logger.removeHandler(handler) + handler.close() + PacketCapture._logger_instances = [] From add8cc0ab118d2e99706456e20f178dac567ec3e Mon Sep 17 00:00:00 2001 From: Czar Echavez Date: Fri, 31 May 2024 13:47:02 +0100 Subject: [PATCH 09/40] #2628: temp commit --- .gitignore | 3 + benchmark/primaite_benchmark.py | 459 +++++----------------------- benchmark/utils/benchmark.py | 122 ++++++++ benchmark/utils/report.py | 304 ++++++++++++++++++ benchmark/utils/utils.py | 47 +++ pyproject.toml | 2 +- src/primaite/session/environment.py | 4 + 7 files changed, 563 insertions(+), 378 deletions(-) create mode 100644 benchmark/utils/benchmark.py create mode 100644 benchmark/utils/report.py create mode 100644 benchmark/utils/utils.py diff --git a/.gitignore b/.gitignore index c3d54ada..4bb125da 100644 --- a/.gitignore +++ b/.gitignore @@ -164,3 +164,6 @@ src/primaite/notebooks/scratch.py sandbox.py sandbox/ sandbox.ipynb + +# benchmarking +**/benchmark_session/ diff --git a/benchmark/primaite_benchmark.py b/benchmark/primaite_benchmark.py index 226bb71e..c68d5a68 100644 --- a/benchmark/primaite_benchmark.py +++ b/benchmark/primaite_benchmark.py @@ -1,37 +1,19 @@ -# flake8: noqa -raise DeprecationWarning( - "Benchmarking depends on deprecated functionality and it has not been updated to primaite v3 yet." -) # © Crown-owned copyright 2023, Defence Science and Technology Laboratory UK -import json -import platform import shutil -import sys from datetime import datetime from pathlib import Path -from typing import Any, Dict, Final, Optional, Tuple, Union -from unittest.mock import patch +from typing import Any, Dict, Final, Tuple -import GPUtil -import plotly.graph_objects as go -import polars as pl -import psutil -import yaml -from plotly.graph_objs import Figure -from pylatex import Command, Document -from pylatex import Figure as LatexFigure -from pylatex import Section, Subsection, Tabular -from pylatex.utils import bold +from stable_baselines3 import PPO import primaite -from primaite.config.lay_down_config import data_manipulation_config_path -from primaite.data_viz.session_plots import get_plotly_config -from primaite.environment.primaite_env import Primaite -from primaite.primaite_session import PrimaiteSession +from benchmark.utils.benchmark import BenchmarkPrimaiteGymEnv +from benchmark.utils.report import build_benchmark_latex_report +from primaite.config.load import data_manipulation_config_path _LOGGER = primaite.getLogger(__name__) -_BENCHMARK_ROOT = Path(__file__).parent +_BENCHMARK_ROOT = Path(__file__).parent / "benchmark_session" _RESULTS_ROOT: Final[Path] = _BENCHMARK_ROOT / "results" _RESULTS_ROOT.mkdir(exist_ok=True, parents=True) @@ -41,171 +23,51 @@ if _OUTPUT_ROOT.exists(): shutil.rmtree(_OUTPUT_ROOT) _OUTPUT_ROOT.mkdir() -_TRAINING_CONFIG_PATH = _BENCHMARK_ROOT / "config" / "benchmark_training_config.yaml" -_LAY_DOWN_CONFIG_PATH = data_manipulation_config_path() +class BenchmarkSession: + """Benchmark Session class.""" -def get_size(size_bytes: int) -> str: - """ - Scale bytes to its proper format. + gym_env: BenchmarkPrimaiteGymEnv + """Gym environment used by the session to train.""" - e.g: - 1253656 => '1.20MB' - 1253656678 => '1.17GB' + num_episodes: int + """Number of episodes to run the training session.""" - : - """ - factor = 1024 - for unit in ["", "K", "M", "G", "T", "P"]: - if size_bytes < factor: - return f"{size_bytes:.2f}{unit}B" - size_bytes /= factor + batch_size: int + """Number of steps for each episode.""" + start_time: datetime + """Start time for the session.""" -def _get_system_info() -> Dict: - """Builds and returns a dict containing system info.""" - uname = platform.uname() - cpu_freq = psutil.cpu_freq() - virtual_mem = psutil.virtual_memory() - swap_mem = psutil.swap_memory() - gpus = GPUtil.getGPUs() - return { - "System": { - "OS": uname.system, - "OS Version": uname.version, - "Machine": uname.machine, - "Processor": uname.processor, - }, - "CPU": { - "Physical Cores": psutil.cpu_count(logical=False), - "Total Cores": psutil.cpu_count(logical=True), - "Max Frequency": f"{cpu_freq.max:.2f}Mhz", - }, - "Memory": {"Total": get_size(virtual_mem.total), "Swap Total": get_size(swap_mem.total)}, - "GPU": [{"Name": gpu.name, "Total Memory": f"{gpu.memoryTotal}MB"} for gpu in gpus], - } + end_time: datetime + """End time for the session.""" + session_metadata: Dict + """Dict containing the metadata for the session - used to generate benchmark report.""" -def _build_benchmark_latex_report( - benchmark_metadata_dict: Dict, this_version_plot_path: Path, all_version_plot_path: Path -) -> None: - geometry_options = {"tmargin": "2.5cm", "rmargin": "2.5cm", "bmargin": "2.5cm", "lmargin": "2.5cm"} - data = benchmark_metadata_dict - primaite_version = data["primaite_version"] + def __init__(self, gym_env: BenchmarkPrimaiteGymEnv, num_episodes: int, batch_size: int): + """Initialise the BenchmarkSession.""" + self.gym_env = gym_env + self.num_episodes = num_episodes + self.batch_size = batch_size - # Create a new document - doc = Document("report", geometry_options=geometry_options) - # Title - doc.preamble.append(Command("title", f"PrimAITE {primaite_version} Learning Benchmark")) - doc.preamble.append(Command("author", "PrimAITE Dev Team")) - doc.preamble.append(Command("date", datetime.now().date())) - doc.append(Command("maketitle")) + def train(self): + """Run the training session.""" + # start timer for session + self.start_time = datetime.now() - sessions = data["total_sessions"] - episodes = data["training_config"]["num_train_episodes"] - steps = data["training_config"]["num_train_steps"] - - # Body - with doc.create(Section("Introduction")): - doc.append( - f"PrimAITE v{primaite_version} was benchmarked automatically upon release. Learning rate metrics " - f"were captured to be referenced during system-level testing and user acceptance testing (UAT)." - ) - doc.append( - f"\nThe benchmarking process consists of running {sessions} training session using the same " - f"training and lay down config files. Each session trains an agent for {episodes} episodes, " - f"with each episode consisting of {steps} steps." - ) - doc.append( - f"\nThe mean reward per episode from each session is captured. This is then used to calculate a " - f"combined average reward per episode from the {sessions} individual sessions for smoothing. " - f"Finally, a 25-widow rolling average of the combined average reward per session is calculated for " - f"further smoothing." + model = PPO( + policy="MlpPolicy", + env=self.gym_env, + batch_size=self.batch_size, + n_steps=self.batch_size * self.num_episodes, ) + model.learn(total_timesteps=self.batch_size * self.num_episodes) - with doc.create(Section("System Information")): - with doc.create(Subsection("Python")): - with doc.create(Tabular("|l|l|")) as table: - table.add_hline() - table.add_row((bold("Version"), sys.version)) - table.add_hline() - for section, section_data in data["system_info"].items(): - if section_data: - with doc.create(Subsection(section)): - if isinstance(section_data, dict): - with doc.create(Tabular("|l|l|")) as table: - table.add_hline() - for key, value in section_data.items(): - table.add_row((bold(key), value)) - table.add_hline() - elif isinstance(section_data, list): - headers = section_data[0].keys() - tabs_str = "|".join(["l" for _ in range(len(headers))]) - tabs_str = f"|{tabs_str}|" - with doc.create(Tabular(tabs_str)) as table: - table.add_hline() - table.add_row([bold(h) for h in headers]) - table.add_hline() - for item in section_data: - table.add_row(item.values()) - table.add_hline() + # end timer for session + self.end_time = datetime.now() - headers_map = { - "total_sessions": "Total Sessions", - "total_episodes": "Total Episodes", - "total_time_steps": "Total Steps", - "av_s_per_session": "Av Session Duration (s)", - "av_s_per_step": "Av Step Duration (s)", - "av_s_per_100_steps_10_nodes": "Av Duration per 100 Steps per 10 Nodes (s)", - } - with doc.create(Section("Stats")): - with doc.create(Subsection("Benchmark Results")): - with doc.create(Tabular("|l|l|")) as table: - table.add_hline() - for section, header in headers_map.items(): - if section.startswith("av_"): - table.add_row((bold(header), f"{data[section]:.4f}")) - else: - table.add_row((bold(header), data[section])) - table.add_hline() - - with doc.create(Section("Graphs")): - with doc.create(Subsection(f"PrimAITE {primaite_version} Learning Benchmark Plot")): - with doc.create(LatexFigure(position="h!")) as pic: - pic.add_image(str(this_version_plot_path)) - pic.add_caption(f"PrimAITE {primaite_version} Learning Benchmark Plot") - - with doc.create(Subsection("PrimAITE All Versions Learning Benchmark Plot")): - with doc.create(LatexFigure(position="h!")) as pic: - pic.add_image(str(all_version_plot_path)) - pic.add_caption("PrimAITE All Versions Learning Benchmark Plot") - - doc.generate_pdf(str(this_version_plot_path).replace(".png", ""), clean_tex=True) - - -class BenchmarkPrimaiteSession(PrimaiteSession): - """A benchmarking primaite session.""" - - def __init__( - self, - training_config_path: Union[str, Path], - lay_down_config_path: Union[str, Path], - ) -> None: - super().__init__(training_config_path, lay_down_config_path) - self.setup() - - @property - def env(self) -> Primaite: - """Direct access to the env for ease of testing.""" - return self._agent_session._env # noqa - - def __enter__(self) -> "BenchmarkPrimaiteSession": - return self - - # TODO: typehints uncertain - def __exit__(self, type: Any, value: Any, tb: Any) -> None: - shutil.rmtree(self.session_path) - _LOGGER.debug(f"Deleted benchmark session directory: {self.session_path}") + self.session_metadata = self.generate_learn_metadata_dict() def _learn_benchmark_durations(self) -> Tuple[float, float, float]: """ @@ -219,235 +81,78 @@ class BenchmarkPrimaiteSession(PrimaiteSession): :return: The learning benchmark durations as a Tuple of three floats: Tuple[total_s, s_per_step, s_per_100_steps_10_nodes]. """ - data = self.metadata_file_as_dict() - start_dt = datetime.fromisoformat(data["start_datetime"]) - end_dt = datetime.fromisoformat(data["end_datetime"]) - delta = end_dt - start_dt + delta = self.end_time - self.start_time total_s = delta.total_seconds() - total_steps = data["learning"]["total_time_steps"] + total_steps = self.batch_size * self.num_episodes s_per_step = total_s / total_steps - num_nodes = self.env.num_nodes + num_nodes = len(self.gym_env.game.simulation.network.nodes) num_intervals = total_steps / 100 av_interval_time = total_s / num_intervals s_per_100_steps_10_nodes = av_interval_time / (num_nodes / 10) return total_s, s_per_step, s_per_100_steps_10_nodes - def learn_metadata_dict(self) -> Dict[str, Any]: + def generate_learn_metadata_dict(self) -> Dict[str, Any]: """Metadata specific to the learning session.""" total_s, s_per_step, s_per_100_steps_10_nodes = self._learn_benchmark_durations() + self.gym_env.average_reward_per_episode.pop(0) # remove episode 0 return { - "total_episodes": self.env.actual_episode_count, - "total_time_steps": self.env.total_step_count, + "total_episodes": self.gym_env.episode_counter, + "total_time_steps": self.gym_env.total_time_steps, "total_s": total_s, "s_per_step": s_per_step, "s_per_100_steps_10_nodes": s_per_100_steps_10_nodes, - "av_reward_per_episode": self.learn_av_reward_per_episode_dict(), + "av_reward_per_episode": self.gym_env.average_reward_per_episode, } -def _get_benchmark_session_path(session_timestamp: datetime) -> Path: - return _OUTPUT_ROOT / session_timestamp.strftime("%Y-%m-%d_%H-%M-%S") - - -def _get_benchmark_primaite_session() -> BenchmarkPrimaiteSession: - with patch("primaite.agents.agent_abc.get_session_path", _get_benchmark_session_path) as mck: - mck.session_timestamp = datetime.now() - return BenchmarkPrimaiteSession(_TRAINING_CONFIG_PATH, _LAY_DOWN_CONFIG_PATH) - - -def _build_benchmark_results_dict(start_datetime: datetime, metadata_dict: Dict) -> dict: - n = len(metadata_dict) - with open(_TRAINING_CONFIG_PATH, "r") as file: - training_config_dict = yaml.safe_load(file) - with open(_LAY_DOWN_CONFIG_PATH, "r") as file: - lay_down_config_dict = yaml.safe_load(file) - averaged_data = { - "start_timestamp": start_datetime.isoformat(), - "end_datetime": datetime.now().isoformat(), - "primaite_version": primaite.__version__, - "system_info": _get_system_info(), - "total_sessions": n, - "total_episodes": sum(d["total_episodes"] for d in metadata_dict.values()), - "total_time_steps": sum(d["total_time_steps"] for d in metadata_dict.values()), - "av_s_per_session": sum(d["total_s"] for d in metadata_dict.values()) / n, - "av_s_per_step": sum(d["s_per_step"] for d in metadata_dict.values()) / n, - "av_s_per_100_steps_10_nodes": sum(d["s_per_100_steps_10_nodes"] for d in metadata_dict.values()) / n, - "combined_av_reward_per_episode": {}, - "session_av_reward_per_episode": {k: v["av_reward_per_episode"] for k, v in metadata_dict.items()}, - "training_config": training_config_dict, - "lay_down_config": lay_down_config_dict, - } - - episodes = metadata_dict[1]["av_reward_per_episode"].keys() - - for episode in episodes: - combined_av_reward = sum(metadata_dict[k]["av_reward_per_episode"][episode] for k in metadata_dict.keys()) / n - averaged_data["combined_av_reward_per_episode"][episode] = combined_av_reward - - return averaged_data - - -def _get_df_from_episode_av_reward_dict(data: Dict) -> pl.DataFrame: - data: Dict = {"episode": data.keys(), "av_reward": data.values()} - - return ( - pl.from_dict(data) - .with_columns(rolling_mean=pl.col("av_reward").rolling_mean(window_size=25)) - .rename({"rolling_mean": "rolling_av_reward"}) - ) - - -def _plot_benchmark_metadata( - benchmark_metadata_dict: Dict, - title: Optional[str] = None, - subtitle: Optional[str] = None, -) -> Figure: - if title: - if subtitle: - title = f"{title}
{subtitle}" - else: - if subtitle: - title = subtitle - - config = get_plotly_config() - layout = go.Layout( - autosize=config["size"]["auto_size"], - width=config["size"]["width"], - height=config["size"]["height"], - ) - # Create the line graph with a colored line - fig = go.Figure(layout=layout) - fig.update_layout(template=config["template"]) - - for session, av_reward_dict in benchmark_metadata_dict["session_av_reward_per_episode"].items(): - df = _get_df_from_episode_av_reward_dict(av_reward_dict) - fig.add_trace( - go.Scatter( - x=df["episode"], - y=df["av_reward"], - mode="lines", - name=f"Session {session}", - opacity=0.25, - line={"color": "#a6a6a6"}, - ) - ) - - df = _get_df_from_episode_av_reward_dict(benchmark_metadata_dict["combined_av_reward_per_episode"]) - fig.add_trace( - go.Scatter( - x=df["episode"], y=df["av_reward"], mode="lines", name="Combined Session Av", line={"color": "#FF0000"} - ) - ) - - fig.add_trace( - go.Scatter( - x=df["episode"], - y=df["rolling_av_reward"], - mode="lines", - name="Rolling Av (Combined Session Av)", - line={"color": "#4CBB17"}, - ) - ) - - # Set the layout of the graph - fig.update_layout( - xaxis={ - "title": "Episode", - "type": "linear", - }, - yaxis={"title": "Average Reward"}, - title=title, - ) - - return fig - - -def _plot_all_benchmarks_combined_session_av() -> Figure: +def _get_benchmark_primaite_environment() -> BenchmarkPrimaiteGymEnv: """ - Plot the Benchmark results for each released version of PrimAITE. + Create an instance of the BenchmarkPrimaiteGymEnv. - Does this by iterating over the ``benchmark/results`` directory and - extracting the benchmark metadata json for each version that has been - benchmarked. The combined_av_reward_per_episode is extracted from each, - converted into a polars dataframe, and plotted as a scatter line in plotly. + This environment will be used to train the agents on. """ - title = "PrimAITE Versions Learning Benchmark" - subtitle = "Rolling Av (Combined Session Av)" - if title: - if subtitle: - title = f"{title}
{subtitle}" - else: - if subtitle: - title = subtitle - config = get_plotly_config() - layout = go.Layout( - autosize=config["size"]["auto_size"], - width=config["size"]["width"], - height=config["size"]["height"], - ) - # Create the line graph with a colored line - fig = go.Figure(layout=layout) - fig.update_layout(template=config["template"]) - - for dir in _RESULTS_ROOT.iterdir(): - if dir.is_dir(): - metadata_file = dir / f"{dir.name}_benchmark_metadata.json" - with open(metadata_file, "r") as file: - metadata_dict = json.load(file) - df = _get_df_from_episode_av_reward_dict(metadata_dict["combined_av_reward_per_episode"]) - - fig.add_trace(go.Scatter(x=df["episode"], y=df["rolling_av_reward"], mode="lines", name=dir.name)) - - # Set the layout of the graph - fig.update_layout( - xaxis={ - "title": "Episode", - "type": "linear", - }, - yaxis={"title": "Average Reward"}, - title=title, - ) - fig["data"][0]["showlegend"] = True - - return fig + return BenchmarkPrimaiteGymEnv(env_config=data_manipulation_config_path()) -def run() -> None: +def _prepare_session_directory(): + """Prepare the session directory so that it is easier to clean up after the benchmarking is done.""" + # override session path + session_path = _BENCHMARK_ROOT / "sessions" + + if session_path.is_dir(): + shutil.rmtree(session_path) + + primaite.PRIMAITE_PATHS.user_sessions_path = session_path + primaite.PRIMAITE_PATHS.user_sessions_path.mkdir(exist_ok=True, parents=True) + + +def run(number_of_sessions: int = 1, num_episodes: int = 3, batch_size: int = 128) -> None: # 10 # 1000 # 256 """Run the PrimAITE benchmark.""" - start_datetime = datetime.now() - av_reward_per_episode_dicts = {} - for i in range(1, 11): + benchmark_start_time = datetime.now() + + session_metadata_dict = {} + + _prepare_session_directory() + + # run training + for i in range(1, number_of_sessions + 1): print(f"Starting Benchmark Session: {i}") - with _get_benchmark_primaite_session() as session: - session.learn() - av_reward_per_episode_dicts[i] = session.learn_metadata_dict() - benchmark_metadata = _build_benchmark_results_dict( - start_datetime=start_datetime, metadata_dict=av_reward_per_episode_dicts + with _get_benchmark_primaite_environment() as gym_env: + session = BenchmarkSession(gym_env=gym_env, num_episodes=num_episodes, batch_size=batch_size) + session.train() + session_metadata_dict[i] = session.session_metadata + + # generate report + build_benchmark_latex_report( + benchmark_start_time=benchmark_start_time, + session_metadata=session_metadata_dict, + config_path=data_manipulation_config_path(), + results_root_path=_RESULTS_ROOT, ) - v_str = f"v{primaite.__version__}" - - version_result_dir = _RESULTS_ROOT / v_str - if version_result_dir.exists(): - shutil.rmtree(version_result_dir) - version_result_dir.mkdir(exist_ok=True, parents=True) - - with open(version_result_dir / f"{v_str}_benchmark_metadata.json", "w") as file: - json.dump(benchmark_metadata, file, indent=4) - title = f"PrimAITE v{primaite.__version__.strip()} Learning Benchmark" - fig = _plot_benchmark_metadata(benchmark_metadata, title=title) - this_version_plot_path = version_result_dir / f"{title}.png" - fig.write_image(this_version_plot_path) - - fig = _plot_all_benchmarks_combined_session_av() - - all_version_plot_path = _RESULTS_ROOT / "PrimAITE Versions Learning Benchmark.png" - fig.write_image(all_version_plot_path) - - _build_benchmark_latex_report(benchmark_metadata, this_version_plot_path, all_version_plot_path) if __name__ == "__main__": diff --git a/benchmark/utils/benchmark.py b/benchmark/utils/benchmark.py new file mode 100644 index 00000000..fc457a03 --- /dev/null +++ b/benchmark/utils/benchmark.py @@ -0,0 +1,122 @@ +from datetime import datetime +from typing import Any, Dict, List, Optional, Tuple + +from gymnasium.core import ObsType + +from primaite.session.environment import PrimaiteGymEnv + + +class BenchmarkPrimaiteGymEnv(PrimaiteGymEnv): + """ + Class that extends the PrimaiteGymEnv. + + The reset method is extended so that the average rewards per episode are recorded. + """ + + total_time_steps: int = 0 + + def reset(self, seed: Optional[int] = None) -> Tuple[ObsType, Dict[str, Any]]: + """Overrides the PrimAITEGymEnv reset so that the total timesteps is saved.""" + self.total_time_steps += self.game.step_counter + + return super().reset(seed=seed) + + +##################################### +# IGNORE BELOW FOR NOW +##################################### + + +class BenchMarkOSInfo: + """Operating System Information about the machine that run the benchmark.""" + + operating_system: str + """The operating system the benchmark was run on.""" + + operating_system_version: str + """The operating system version the benchmark was run on.""" + + machine: str + """The type of machine running the benchmark.""" + + processor: str + """The processor used to run the benchmark.""" + + +class BenchMarkCPUInfo: + """CPU Information of the machine that ran the benchmark.""" + + physical_cores: int + """The number of CPU cores the machine that ran the benchmark had.""" + + total_cores: int + """The number of total cores the machine that run the benchmark had.""" + + max_frequency: int + """The CPU's maximum clock speed.""" + + +class BenchMarkMemoryInfo: + """The Memory Information of the machine that ran the benchmark.""" + + total: str + """The total amount of memory.""" + + swap_total: str + """Virtual memory.""" + + +class BenchMarkGPUInfo: + """The GPU Information of the machine that ran the benchmark.""" + + name: str + """GPU name.""" + + total_memory: str + """GPU memory.""" + + +class BenchMarkSystemInfo: + """Overall system information of the machine that ran the benchmark.""" + + system: BenchMarkOSInfo + cpu: BenchMarkCPUInfo + memory: BenchMarkMemoryInfo + gpu: List[BenchMarkMemoryInfo] + + +class BenchMarkResult: + """Class containing the relevant benchmark results.""" + + benchmark_start_time: datetime + """Start time of the benchmark run.""" + + benchmark_end_time: datetime + """End time of the benchmark run.""" + + primaite_version: str + """The version of PrimAITE being benchmarked.""" + + system_info: BenchMarkSystemInfo + """System information of the machine that ran the benchmark.""" + + total_sessions: int + """The number of sessions that the benchmark ran.""" + + total_episodes: int + """The number of episodes over all the sessions that the benchmark ran.""" + + total_timesteps: int + """The number of timesteps over all the sessions that the benchmark ran.""" + + average_seconds_per_session: float + """The average time per session.""" + + average_seconds_per_step: float + """The average time per step.""" + + average_seconds_per_100_steps_and_10_nodes: float + """The average time per 100 steps on a 10 node network.""" + + combined_average_reward_per_episode: Dict + """tbd.""" diff --git a/benchmark/utils/report.py b/benchmark/utils/report.py new file mode 100644 index 00000000..0b509d37 --- /dev/null +++ b/benchmark/utils/report.py @@ -0,0 +1,304 @@ +# © Crown-owned copyright 2023, Defence Science and Technology Laboratory UK +import json +import shutil +import sys +from datetime import datetime +from pathlib import Path +from typing import Dict, Optional + +import plotly.graph_objects as go +import polars as pl +import yaml +from plotly.graph_objs import Figure +from pylatex import Command, Document +from pylatex import Figure as LatexFigure +from pylatex import Section, Subsection, Tabular +from pylatex.utils import bold + +import primaite +from benchmark.utils.utils import _get_system_info + +PLOT_CONFIG = { + "size": {"auto_size": False, "width": 1500, "height": 900}, + "template": "plotly_white", + "range_slider": False, +} + + +def _build_benchmark_results_dict(start_datetime: datetime, metadata_dict: Dict, config: Dict) -> dict: + n = len(metadata_dict) + + averaged_data = { + "start_timestamp": start_datetime.isoformat(), + "end_datetime": datetime.now().isoformat(), + "primaite_version": primaite.__version__, + "system_info": _get_system_info(), + "total_sessions": n, + "total_episodes": sum(d["total_episodes"] for d in metadata_dict.values()), + "total_time_steps": sum(d["total_time_steps"] for d in metadata_dict.values()), + "av_s_per_session": sum(d["total_s"] for d in metadata_dict.values()) / n, + "av_s_per_step": sum(d["s_per_step"] for d in metadata_dict.values()) / n, + "av_s_per_100_steps_10_nodes": sum(d["s_per_100_steps_10_nodes"] for d in metadata_dict.values()) / n, + "combined_av_reward_per_episode": {}, + "session_av_reward_per_episode": {k: v["av_reward_per_episode"] for k, v in metadata_dict.items()}, + "config": config, + } + + episode_averages = [episode["av_reward_per_episode"] for episode in metadata_dict.values()] + + episode = 0 + for episode_average in episode_averages: + episode += 1 + averaged_data["combined_av_reward_per_episode"][str(episode)] = episode_average + + return averaged_data + + +def _get_df_from_episode_av_reward_dict(data: Dict) -> pl.DataFrame: + data: Dict = {"episode": data.keys(), "av_reward": data.values()} + + return ( + pl.from_dict(data) + .with_columns(rolling_mean=pl.col("av_reward").rolling_mean(window_size=25)) + .rename({"rolling_mean": "rolling_av_reward"}) + ) + + +def _plot_benchmark_metadata( + benchmark_metadata_dict: Dict, + title: Optional[str] = None, + subtitle: Optional[str] = None, +) -> Figure: + if title: + if subtitle: + title = f"{title}
{subtitle}" + else: + if subtitle: + title = subtitle + + layout = go.Layout( + autosize=PLOT_CONFIG["size"]["auto_size"], + width=PLOT_CONFIG["size"]["width"], + height=PLOT_CONFIG["size"]["height"], + ) + # Create the line graph with a colored line + fig = go.Figure(layout=layout) + fig.update_layout(template=PLOT_CONFIG["template"]) + + for session, av_reward_dict in benchmark_metadata_dict["session_av_reward_per_episode"].items(): + df = _get_df_from_episode_av_reward_dict(av_reward_dict) + fig.add_trace( + go.Scatter( + x=df["episode"], + y=df["av_reward"], + mode="lines", + name=f"Session {session}", + opacity=0.25, + line={"color": "#a6a6a6"}, + ) + ) + + df = _get_df_from_episode_av_reward_dict(benchmark_metadata_dict["combined_av_reward_per_episode"]) + fig.add_trace( + go.Scatter( + x=df["episode"], y=df["av_reward"], mode="lines", name="Combined Session Av", line={"color": "#FF0000"} + ) + ) + + fig.add_trace( + go.Scatter( + x=df["episode"], + y=df["rolling_av_reward"], + mode="lines", + name="Rolling Av (Combined Session Av)", + line={"color": "#4CBB17"}, + ) + ) + + # Set the layout of the graph + fig.update_layout( + xaxis={ + "title": "Episode", + "type": "linear", + }, + yaxis={"title": "Average Reward"}, + title=title, + ) + + return fig + + +def _plot_all_benchmarks_combined_session_av(results_directory: Path) -> Figure: + """ + Plot the Benchmark results for each released version of PrimAITE. + + Does this by iterating over the ``benchmark/results`` directory and + extracting the benchmark metadata json for each version that has been + benchmarked. The combined_av_reward_per_episode is extracted from each, + converted into a polars dataframe, and plotted as a scatter line in plotly. + """ + title = "PrimAITE Versions Learning Benchmark" + subtitle = "Rolling Av (Combined Session Av)" + if title: + if subtitle: + title = f"{title}
{subtitle}" + else: + if subtitle: + title = subtitle + layout = go.Layout( + autosize=PLOT_CONFIG["size"]["auto_size"], + width=PLOT_CONFIG["size"]["width"], + height=PLOT_CONFIG["size"]["height"], + ) + # Create the line graph with a colored line + fig = go.Figure(layout=layout) + fig.update_layout(template=PLOT_CONFIG["template"]) + + for dir in results_directory.iterdir(): + if dir.is_dir(): + metadata_file = dir / f"{dir.name}_benchmark_metadata.json" + with open(metadata_file, "r") as file: + metadata_dict = json.load(file) + df = _get_df_from_episode_av_reward_dict(metadata_dict["combined_av_reward_per_episode"]) + + fig.add_trace(go.Scatter(x=df["episode"], y=df["rolling_av_reward"], mode="lines", name=dir.name)) + + # Set the layout of the graph + fig.update_layout( + xaxis={ + "title": "Episode", + "type": "linear", + }, + yaxis={"title": "Average Reward"}, + title=title, + ) + fig["data"][0]["showlegend"] = True + + return fig + + +def build_benchmark_latex_report( + benchmark_start_time: datetime, session_metadata: Dict, config_path: Path, results_root_path: Path +) -> None: + """Generates a latex report of the benchmark run.""" + # generate report folder + v_str = f"v{primaite.__version__}" + + version_result_dir = results_root_path / v_str + if version_result_dir.exists(): + shutil.rmtree(version_result_dir) + version_result_dir.mkdir(exist_ok=True, parents=True) + + # load the config file as dict + with open(config_path, "r") as f: + cfg_data = yaml.safe_load(f) + + # generate the benchmark metadata dict + benchmark_metadata_dict = _build_benchmark_results_dict( + start_datetime=benchmark_start_time, metadata_dict=session_metadata, config=cfg_data + ) + + with open(version_result_dir / f"{v_str}_benchmark_metadata.json", "w") as file: + json.dump(benchmark_metadata_dict, file, indent=4) + title = f"PrimAITE v{primaite.__version__.strip()} Learning Benchmark" + fig = _plot_benchmark_metadata(benchmark_metadata_dict, title=title) + this_version_plot_path = version_result_dir / f"{title}.png" + fig.write_image(this_version_plot_path) + + fig = _plot_all_benchmarks_combined_session_av() + + all_version_plot_path = results_root_path / "PrimAITE Versions Learning Benchmark.png" + fig.write_image(all_version_plot_path) + + geometry_options = {"tmargin": "2.5cm", "rmargin": "2.5cm", "bmargin": "2.5cm", "lmargin": "2.5cm"} + data = benchmark_metadata_dict + primaite_version = data["primaite_version"] + + # Create a new document + doc = Document("report", geometry_options=geometry_options) + # Title + doc.preamble.append(Command("title", f"PrimAITE {primaite_version} Learning Benchmark")) + doc.preamble.append(Command("author", "PrimAITE Dev Team")) + doc.preamble.append(Command("date", datetime.now().date())) + doc.append(Command("maketitle")) + + sessions = data["total_sessions"] + episodes = data["training_config"]["num_train_episodes"] + steps = data["training_config"]["num_train_steps"] + + # Body + with doc.create(Section("Introduction")): + doc.append( + f"PrimAITE v{primaite_version} was benchmarked automatically upon release. Learning rate metrics " + f"were captured to be referenced during system-level testing and user acceptance testing (UAT)." + ) + doc.append( + f"\nThe benchmarking process consists of running {sessions} training session using the same " + f"training and lay down config files. Each session trains an agent for {episodes} episodes, " + f"with each episode consisting of {steps} steps." + ) + doc.append( + f"\nThe mean reward per episode from each session is captured. This is then used to calculate a " + f"combined average reward per episode from the {sessions} individual sessions for smoothing. " + f"Finally, a 25-widow rolling average of the combined average reward per session is calculated for " + f"further smoothing." + ) + + with doc.create(Section("System Information")): + with doc.create(Subsection("Python")): + with doc.create(Tabular("|l|l|")) as table: + table.add_hline() + table.add_row((bold("Version"), sys.version)) + table.add_hline() + for section, section_data in data["system_info"].items(): + if section_data: + with doc.create(Subsection(section)): + if isinstance(section_data, dict): + with doc.create(Tabular("|l|l|")) as table: + table.add_hline() + for key, value in section_data.items(): + table.add_row((bold(key), value)) + table.add_hline() + elif isinstance(section_data, list): + headers = section_data[0].keys() + tabs_str = "|".join(["l" for _ in range(len(headers))]) + tabs_str = f"|{tabs_str}|" + with doc.create(Tabular(tabs_str)) as table: + table.add_hline() + table.add_row([bold(h) for h in headers]) + table.add_hline() + for item in section_data: + table.add_row(item.values()) + table.add_hline() + + headers_map = { + "total_sessions": "Total Sessions", + "total_episodes": "Total Episodes", + "total_time_steps": "Total Steps", + "av_s_per_session": "Av Session Duration (s)", + "av_s_per_step": "Av Step Duration (s)", + "av_s_per_100_steps_10_nodes": "Av Duration per 100 Steps per 10 Nodes (s)", + } + with doc.create(Section("Stats")): + with doc.create(Subsection("Benchmark Results")): + with doc.create(Tabular("|l|l|")) as table: + table.add_hline() + for section, header in headers_map.items(): + if section.startswith("av_"): + table.add_row((bold(header), f"{data[section]:.4f}")) + else: + table.add_row((bold(header), data[section])) + table.add_hline() + + with doc.create(Section("Graphs")): + with doc.create(Subsection(f"PrimAITE {primaite_version} Learning Benchmark Plot")): + with doc.create(LatexFigure(position="h!")) as pic: + pic.add_image(str(this_version_plot_path)) + pic.add_caption(f"PrimAITE {primaite_version} Learning Benchmark Plot") + + with doc.create(Subsection("PrimAITE All Versions Learning Benchmark Plot")): + with doc.create(LatexFigure(position="h!")) as pic: + pic.add_image(str(all_version_plot_path)) + pic.add_caption("PrimAITE All Versions Learning Benchmark Plot") + + doc.generate_pdf(str(this_version_plot_path).replace(".png", ""), clean_tex=True) diff --git a/benchmark/utils/utils.py b/benchmark/utils/utils.py new file mode 100644 index 00000000..f15c4a12 --- /dev/null +++ b/benchmark/utils/utils.py @@ -0,0 +1,47 @@ +# © Crown-owned copyright 2023, Defence Science and Technology Laboratory UK +import platform +from typing import Dict + +import psutil +from GPUtil import GPUtil + + +def get_size(size_bytes: int) -> str: + """ + Scale bytes to its proper format. + + e.g: + 1253656 => '1.20MB' + 1253656678 => '1.17GB' + + : + """ + factor = 1024 + for unit in ["", "K", "M", "G", "T", "P"]: + if size_bytes < factor: + return f"{size_bytes:.2f}{unit}B" + size_bytes /= factor + + +def _get_system_info() -> Dict: + """Builds and returns a dict containing system info.""" + uname = platform.uname() + cpu_freq = psutil.cpu_freq() + virtual_mem = psutil.virtual_memory() + swap_mem = psutil.swap_memory() + gpus = GPUtil.getGPUs() + return { + "System": { + "OS": uname.system, + "OS Version": uname.version, + "Machine": uname.machine, + "Processor": uname.processor, + }, + "CPU": { + "Physical Cores": psutil.cpu_count(logical=False), + "Total Cores": psutil.cpu_count(logical=True), + "Max Frequency": f"{cpu_freq.max:.2f}Mhz", + }, + "Memory": {"Total": get_size(virtual_mem.total), "Swap Total": get_size(swap_mem.total)}, + "GPU": [{"Name": gpu.name, "Total Memory": f"{gpu.memoryTotal}MB"} for gpu in gpus], + } diff --git a/pyproject.toml b/pyproject.toml index 9f7eda52..9001cd30 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -33,7 +33,7 @@ dependencies = [ "numpy==1.23.5", "platformdirs==3.5.1", "plotly==5.15.0", - "polars==0.18.4", + "polars==0.20.30", "prettytable==3.8.0", "PyYAML==6.0", "stable-baselines3[extra]==2.1.0", diff --git a/src/primaite/session/environment.py b/src/primaite/session/environment.py index 4d0544e9..7af9a75d 100644 --- a/src/primaite/session/environment.py +++ b/src/primaite/session/environment.py @@ -37,6 +37,8 @@ class PrimaiteGymEnv(gymnasium.Env): """Name of the RL agent. Since there should only be one RL agent we can just pull the first and only key.""" self.episode_counter: int = 0 """Current episode number.""" + self.average_reward_per_episode: Dict[int, float] = {} + """Average rewards of agents per episode.""" @property def agent(self) -> ProxyAgent: @@ -89,6 +91,8 @@ class PrimaiteGymEnv(gymnasium.Env): f"Resetting environment, episode {self.episode_counter}, " f"avg. reward: {self.agent.reward_function.total_reward}" ) + self.average_reward_per_episode[self.episode_counter] = self.agent.reward_function.total_reward + if self.io.settings.save_agent_actions: all_agent_actions = {name: agent.action_history for name, agent in self.game.agents.items()} self.io.write_agent_actions(agent_actions=all_agent_actions, episode=self.episode_counter) From efc4e3e9b088054a4bf0f59b8675291b9e0d5f33 Mon Sep 17 00:00:00 2001 From: "Archer.Bowen" Date: Fri, 31 May 2024 13:55:20 +0100 Subject: [PATCH 10/40] Core User Guide Feeedback Implemented. Feedback Issues left: 1.Issues with red-agent image not embeded correctly in data_manipulation_e2e notebook 2._autosummary/tests.unit_tests.html is still completely blank. 3. _index.html is not updated with new 2-pager 4. _dependencies is not updated to just include tier-1 and primary for v3. 5. definiton of user_app_home is not confirmed --- docs/index.rst | 30 +----------- docs/source/getting_started.rst | 4 +- docs/source/glossary.rst | 16 +----- docs/source/varying_config_files.rst | 49 +++++++++++++++++++ .../Data-Manipulation-E2E-Demonstration.ipynb | 20 ++++---- .../notebooks/Using-Episode-Schedules.ipynb | 44 ----------------- src/primaite/notebooks/multi-processing.ipynb | 3 +- 7 files changed, 67 insertions(+), 99 deletions(-) create mode 100644 docs/source/varying_config_files.rst diff --git a/docs/index.rst b/docs/index.rst index a0f302e9..af6eff86 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -55,23 +55,6 @@ PrimAITE provides a training and evaluation capability to AI agents in the conte Use of PrimAITE default scenarios within ARCD is supported by a “Use Case Profile” tailored to the scenario. -AI Assessment Capability -^^^^^^^^^^^^^^^^^^^^^^^^ - -PrimAITE includes the capability to support in-depth assessment of cyber defence AI by outputting logs of the environment state and AI behaviour throughout both training and evaluation sessions. These logs include the following data: - -- Timestamp; -- Episode and step number; -- Agent identifier; -- Observation space; -- Action taken (by defensive AI); -- Reward value. - -Logs are available in CSV format and provide coverage of the above data for every step of every episode. - - - - What is PrimAITE built with --------------------------- @@ -109,6 +92,7 @@ Head over to the :ref:`getting-started` page to install and setup PrimAITE! source/config source/environment source/customising_scenarios + source/varying_config_files .. toctree:: :caption: Notebooks: @@ -125,14 +109,4 @@ Head over to the :ref:`getting-started` page to install and setup PrimAITE! source/state_system source/request_system PrimAITE API - PrimAITE Tests - - -.. toctree:: - :caption: Project Links: - :hidden: - - Code - Issues - Pull Requests - Discussions + PrimAITE Tests \ No newline at end of file diff --git a/docs/source/getting_started.rst b/docs/source/getting_started.rst index 7c91498c..6b7d7542 100644 --- a/docs/source/getting_started.rst +++ b/docs/source/getting_started.rst @@ -107,7 +107,9 @@ Clone & Install PrimAITE for Development To be able to extend PrimAITE further, or to build wheels manually before install, clone the repository to a location of your choice: -1. Clone the repository +1. Clone the repository. + +For example: .. code-block:: bash diff --git a/docs/source/glossary.rst b/docs/source/glossary.rst index 67fd7aaa..00b2dc79 100644 --- a/docs/source/glossary.rst +++ b/docs/source/glossary.rst @@ -38,14 +38,11 @@ Glossary Blue Agent A defensive agent that protects the network from Red Agent attacks to minimise disruption to green agents and protect data. - Information Exchange Requirement (IER) - Simulates network traffic by sending data from one network node to another via links for a specified amount of time. IERs can be part of green agent behaviour or red agent behaviour. PrimAITE can be configured to apply a penalty for green agents' IERs being blocked and a reward for red agents' IERs being blocked. - Pattern-of-Life (PoL) PoLs allow agents to change the current hardware, OS, file system, or service statuses of nodes during the course of an episode. For example, a green agent may restart a server node to represent scheduled maintainance. A red agent's Pattern-of-Life can be used to attack nodes by changing their states to CORRUPTED or COMPROMISED. Reward - The reward is a single number used by the blue agent to understand whether it's performing well or poorly. RL agents change their behaviour in an attempt to increase the expected reward each episode. The reward is generated based on the current states of the environment / :term:`reference environment` and is impacted positively by things like green IERS running successfully and negatively by things like nodes being compromised. + The reward is a single number used by the blue agent to understand whether it's performing well or poorly. RL agents change their behaviour in an attempt to increase the expected reward each episode. The reward is generated based on the current states of the environment and is impacted positively by things like green PoL running successfully and negatively by things like nodes being compromised. Observation An observation is a representation of the current state of the environment that is given to the learning agent so it can decide on which action to perform. If the environment is 'fully observable', the observation contains information about every possible aspect of the environment. More commonly, the environment is 'partially observable' which means the learning agent has to make decisions without knowing every detail of the current environment state. @@ -65,17 +62,8 @@ Glossary Episode When an episode starts, the network simulation is reset to an initial state. The agents take actions on each step of the episode until it reaches a terminal state, which usually happens after a predetermined number of steps. After the terminal state is reached, a new episode starts and the RL agent has another opportunity to protect the network. - Reference environment - While the network simulation is unfolding, a parallel simulation takes place which is identical to the main one except that blue and red agent actions are not applied. This reference environment essentially shows what would be happening to the network if there had been no cyberattack or defense. The reference environment is used to calculate rewards. - - Transaction - PrimAITE records the decisions of the learning agent by saving its observation, action, and reward at every time step. During each session, this data is saved to disk to allow for full inspection. - Laydown The laydown is a file which defines the training scenario. It contains the network topology, firewall rules, services, protocols, and details about green and red agent behaviours. Gymnasium - PrimAITE uses the Gymnasium reinforcement learning framework API to create a training environment and interface with RL agents. Gymnasium defines a common way of creating observations, actions, and rewards. - - User app home - PrimAITE supports upgrading software version while retaining user data. The user data directory is where configs, notebooks, and results are stored, this location is `~/primaite` on linux/darwin and `C:\\Users\\\\primaite\\` on Windows. + PrimAITE uses the Gymnasium reinforcement learning framework API to create a training environment and interface with RL agents. Gymnasium defines a common way of creating observations, actions, and rewards. \ No newline at end of file diff --git a/docs/source/varying_config_files.rst b/docs/source/varying_config_files.rst new file mode 100644 index 00000000..34b83895 --- /dev/null +++ b/docs/source/varying_config_files.rst @@ -0,0 +1,49 @@ +.. only:: comment + + © Crown-owned copyright 2023, Defence Science and Technology Laboratory UK + +Defining variations in the config files +================ + +PrimAITE supports the ability to use different variations on a scenario at different episodes. This can be used to increase domain randomisation to prevent overfitting, or to set up curriculum learning to train agents to perform more complicated tasks. + +When using a fixed scenario, a single yaml config file is used. However, to use episode schedules, PrimAITE uses a directory with several config files that work together. +Defining variations in the config file. + +Base scenario +************* + +The base scenario is essentially the same as a fixed YAML configuration, but it can contain placeholders that are populated with episode-specific data at runtime. The base scenario contains any network, agent, or settings that remain fixed for the entire training/evaluation session. + +The placeholders are defined as YAML Aliases and they are denoted by an asterisk (*placeholder). + +Variations +********** + +For each variation that could be used in a placeholder, there is a separate yaml file that contains the data that should populate the placeholder. + +The data that fills the placeholder is defined as a YAML Anchor in a separate file, denoted by an ampersand ``&anchor``. + +Learn more about YAML Aliases and Anchors here. + +Schedule +******** + +Users must define which combination of scenario variations should be loaded in each episode. This takes the form of a YAML file with a relative path to the base scenario and a list of paths to be loaded in during each episode. + +It takes the following format: + +.. code-block:: yaml + + base_scenario: base.yaml + schedule: + 0: # list of variations to load in at episode 0 (before the first call to env.reset() happens) + - laydown_1.yaml + - attack_1.yaml + 1: # list of variations to load in at episode 1 (after the first env.reset() call) + - laydown_2.yaml + - attack_2.yaml + +For more information please refer to the ``Using Episode Schedules`` notebook in either :ref:`Executed Notebooks` or run the notebook interactively in ``notebooks/example_notebooks/``. + +For further information around notebooks in general refer to the :ref:`Example Jupyter Notebooks`. \ No newline at end of file diff --git a/src/primaite/notebooks/Data-Manipulation-E2E-Demonstration.ipynb b/src/primaite/notebooks/Data-Manipulation-E2E-Demonstration.ipynb index 8104149e..80a46fb3 100644 --- a/src/primaite/notebooks/Data-Manipulation-E2E-Demonstration.ipynb +++ b/src/primaite/notebooks/Data-Manipulation-E2E-Demonstration.ipynb @@ -180,15 +180,15 @@ "| link_id | endpoint_a | endpoint_b |\n", "|---------|------------------|-------------------|\n", "| 1 | router_1 | switch_1 |\n", - "| 1 | router_1 | switch_2 |\n", - "| 1 | switch_1 | domain_controller |\n", - "| 1 | switch_1 | web_server |\n", - "| 1 | switch_1 | database_server |\n", - "| 1 | switch_1 | backup_server |\n", - "| 1 | switch_1 | security_suite |\n", - "| 1 | switch_2 | client_1 |\n", - "| 1 | switch_2 | client_2 |\n", - "| 1 | switch_2 | security_suite |\n", + "| 2 | router_1 | switch_2 |\n", + "| 3 | switch_1 | domain_controller |\n", + "| 4 | switch_1 | web_server |\n", + "| 5 | switch_1 | database_server |\n", + "| 6 | switch_1 | backup_server |\n", + "| 7 | switch_1 | security_suite |\n", + "| 8 | switch_2 | client_1 |\n", + "| 9 | switch_2 | client_2 |\n", + "| 10 | switch_2 | security_suite |\n", "\n", "\n", "The ACL rules in the observation space appear in the same order that they do in the actual ACL. Though, only the first 10 rules are shown, there are default rules lower down that cannot be changed by the agent. The extra rules just allow the network to function normally, by allowing pings, ARP traffic, etc.\n", @@ -705,7 +705,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.11" + "version": "3.10.8" } }, "nbformat": 4, diff --git a/src/primaite/notebooks/Using-Episode-Schedules.ipynb b/src/primaite/notebooks/Using-Episode-Schedules.ipynb index b0669472..c44339ae 100644 --- a/src/primaite/notebooks/Using-Episode-Schedules.ipynb +++ b/src/primaite/notebooks/Using-Episode-Schedules.ipynb @@ -13,50 +13,6 @@ "directory with several config files that work together." ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Defining variations in the config file.\n", - "\n", - "### Base scenario\n", - "The base scenario is essentially the same as a fixed YAML configuration, but it can contain placeholders that are \n", - "populated with episode-specific data at runtime. The base scenario contains any network, agent, or settings that\n", - "remain fixed for the entire training/evaluation session.\n", - "\n", - "The placeholders are defined as YAML Aliases and they are denoted by an asterisk (`*placeholder`).\n", - "\n", - "### Variations\n", - "For each variation that could be used in a placeholder, there is a separate yaml file that contains the data that should populate the placeholder.\n", - "\n", - "The data that fills the placeholder is defined as a YAML Anchor in a separate file, denoted by an ampersand (`&anchor`).\n", - "\n", - "[Learn more about YAML Aliases and Anchors here.](https://www.educative.io/blog/advanced-yaml-syntax-cheatsheet#:~:text=YAML%20Anchors%20and%20Alias)\n", - "\n", - "### Schedule\n", - "Users must define which combination of scenario variations should be loaded in each episode. This takes the form of a\n", - "YAML file with a relative path to the base scenario and a list of paths to be loaded in during each episode.\n", - "\n", - "It takes the following format:\n", - "\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "```yaml\n", - "base_scenario: base.yaml\n", - "schedule:\n", - " 0: # list of variations to load in at episode 0 (before the first call to env.reset() happens)\n", - " - laydown_1.yaml\n", - " - attack_1.yaml\n", - " 1: # list of variations to load in at episode 1 (after the first env.reset() call)\n", - " - laydown_2.yaml\n", - " - attack_2.yaml\n", - "```\n" - ] - }, { "cell_type": "markdown", "metadata": {}, diff --git a/src/primaite/notebooks/multi-processing.ipynb b/src/primaite/notebooks/multi-processing.ipynb index 71addce6..2b806e7c 100644 --- a/src/primaite/notebooks/multi-processing.ipynb +++ b/src/primaite/notebooks/multi-processing.ipynb @@ -4,8 +4,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Simple multi-processing demo using SubprocVecEnv from SB3\n", - "Based on a code example provided by Rachael Proctor." + "## Simple multi-processing demo using SubprocVecEnv from SB3" ] }, { From 71190a41c2dbca7a3548e2c46d434da3fda72e4c Mon Sep 17 00:00:00 2001 From: "Archer.Bowen" Date: Fri, 31 May 2024 14:10:01 +0100 Subject: [PATCH 11/40] Fix to red agent image not loading --- .../notebooks/Data-Manipulation-E2E-Demonstration.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/primaite/notebooks/Data-Manipulation-E2E-Demonstration.ipynb b/src/primaite/notebooks/Data-Manipulation-E2E-Demonstration.ipynb index 80a46fb3..c6939afd 100644 --- a/src/primaite/notebooks/Data-Manipulation-E2E-Demonstration.ipynb +++ b/src/primaite/notebooks/Data-Manipulation-E2E-Demonstration.ipynb @@ -59,7 +59,7 @@ "\n", "At the start of every episode, the red agent randomly chooses either client 1 or client 2 to login to. It waits a bit then sends a DELETE query to the database from its chosen client. If the delete is successful, the database file is flagged as compromised to signal that data is not available.\n", "\n", - "[](_package_data/uc2_attack.png)\n", + "![uc2_attack](./_package_data/uc2_attack.png)\n", "\n", "_(click image to enlarge)_" ] From c5f131ece59eef137efaee89a141584aca4ae78a Mon Sep 17 00:00:00 2001 From: Marek Wolan Date: Fri, 31 May 2024 15:00:18 +0100 Subject: [PATCH 12/40] fix reward logging --- src/primaite/game/agent/interface.py | 16 +++++++++++----- src/primaite/game/agent/rewards.py | 18 +++++++++--------- src/primaite/game/game.py | 1 + ...ta-Manipulation-Customising-Red-Agent.ipynb | 4 ++-- .../Data-Manipulation-E2E-Demonstration.ipynb | 6 +++--- .../Training-an-RLLIB-MARL-System.ipynb | 2 +- .../notebooks/Using-Episode-Schedules.ipynb | 8 ++++---- src/primaite/session/environment.py | 10 +++++----- src/primaite/session/io.py | 2 +- src/primaite/session/ray_envs.py | 8 ++++---- .../game_layer/test_rewards.py | 6 +++--- 11 files changed, 44 insertions(+), 37 deletions(-) diff --git a/src/primaite/game/agent/interface.py b/src/primaite/game/agent/interface.py index cd4a1c29..444aa4f7 100644 --- a/src/primaite/game/agent/interface.py +++ b/src/primaite/game/agent/interface.py @@ -14,7 +14,7 @@ if TYPE_CHECKING: pass -class AgentActionHistoryItem(BaseModel): +class AgentHistoryItem(BaseModel): """One entry of an agent's action log - what the agent did and how the simulator responded in 1 step.""" timestep: int @@ -32,6 +32,8 @@ class AgentActionHistoryItem(BaseModel): response: RequestResponse """The response sent back by the simulator for this action.""" + reward: Optional[float] = None + class AgentStartSettings(BaseModel): """Configuration values for when an agent starts performing actions.""" @@ -110,7 +112,7 @@ class AbstractAgent(ABC): self.observation_manager: Optional[ObservationManager] = observation_space self.reward_function: Optional[RewardFunction] = reward_function self.agent_settings = agent_settings or AgentSettings() - self.action_history: List[AgentActionHistoryItem] = [] + self.history: List[AgentHistoryItem] = [] def update_observation(self, state: Dict) -> ObsType: """ @@ -130,7 +132,7 @@ class AbstractAgent(ABC): :return: Reward from the state. :rtype: float """ - return self.reward_function.update(state=state, last_action_response=self.action_history[-1]) + return self.reward_function.update(state=state, last_action_response=self.history[-1]) @abstractmethod def get_action(self, obs: ObsType, timestep: int = 0) -> Tuple[str, Dict]: @@ -161,12 +163,16 @@ class AbstractAgent(ABC): self, timestep: int, action: str, parameters: Dict[str, Any], request: RequestFormat, response: RequestResponse ) -> None: """Process the response from the most recent action.""" - self.action_history.append( - AgentActionHistoryItem( + self.history.append( + AgentHistoryItem( timestep=timestep, action=action, parameters=parameters, request=request, response=response ) ) + def save_reward_to_history(self) -> None: + """Update the most recent history item with the reward value.""" + self.history[-1].reward = self.reward_function.current_reward + class AbstractScriptedAgent(AbstractAgent): """Base class for actors which generate their own behaviour.""" diff --git a/src/primaite/game/agent/rewards.py b/src/primaite/game/agent/rewards.py index 0222bfcc..d77640d1 100644 --- a/src/primaite/game/agent/rewards.py +++ b/src/primaite/game/agent/rewards.py @@ -34,7 +34,7 @@ from primaite import getLogger from primaite.game.agent.utils import access_from_nested_dict, NOT_PRESENT_IN_STATE if TYPE_CHECKING: - from primaite.game.agent.interface import AgentActionHistoryItem + from primaite.game.agent.interface import AgentHistoryItem _LOGGER = getLogger(__name__) WhereType = Optional[Iterable[Union[str, int]]] @@ -44,7 +44,7 @@ class AbstractReward: """Base class for reward function components.""" @abstractmethod - def calculate(self, state: Dict, last_action_response: "AgentActionHistoryItem") -> float: + def calculate(self, state: Dict, last_action_response: "AgentHistoryItem") -> float: """Calculate the reward for the current state.""" return 0.0 @@ -64,7 +64,7 @@ class AbstractReward: class DummyReward(AbstractReward): """Dummy reward function component which always returns 0.""" - def calculate(self, state: Dict, last_action_response: "AgentActionHistoryItem") -> float: + def calculate(self, state: Dict, last_action_response: "AgentHistoryItem") -> float: """Calculate the reward for the current state.""" return 0.0 @@ -104,7 +104,7 @@ class DatabaseFileIntegrity(AbstractReward): file_name, ] - def calculate(self, state: Dict, last_action_response: "AgentActionHistoryItem") -> float: + def calculate(self, state: Dict, last_action_response: "AgentHistoryItem") -> float: """Calculate the reward for the current state. :param state: The current state of the simulation. @@ -159,7 +159,7 @@ class WebServer404Penalty(AbstractReward): """ self.location_in_state = ["network", "nodes", node_hostname, "services", service_name] - def calculate(self, state: Dict, last_action_response: "AgentActionHistoryItem") -> float: + def calculate(self, state: Dict, last_action_response: "AgentHistoryItem") -> float: """Calculate the reward for the current state. :param state: The current state of the simulation. @@ -213,7 +213,7 @@ class WebpageUnavailablePenalty(AbstractReward): self.location_in_state: List[str] = ["network", "nodes", node_hostname, "applications", "WebBrowser"] self._last_request_failed: bool = False - def calculate(self, state: Dict, last_action_response: "AgentActionHistoryItem") -> float: + def calculate(self, state: Dict, last_action_response: "AgentHistoryItem") -> float: """ Calculate the reward based on current simulation state, and the recent agent action. @@ -273,7 +273,7 @@ class GreenAdminDatabaseUnreachablePenalty(AbstractReward): self.location_in_state: List[str] = ["network", "nodes", node_hostname, "applications", "DatabaseClient"] self._last_request_failed: bool = False - def calculate(self, state: Dict, last_action_response: "AgentActionHistoryItem") -> float: + def calculate(self, state: Dict, last_action_response: "AgentHistoryItem") -> float: """ Calculate the reward based on current simulation state, and the recent agent action. @@ -343,7 +343,7 @@ class SharedReward(AbstractReward): self.callback: Callable[[str], float] = default_callback """Method that retrieves an agent's current reward given the agent's name.""" - def calculate(self, state: Dict, last_action_response: "AgentActionHistoryItem") -> float: + def calculate(self, state: Dict, last_action_response: "AgentHistoryItem") -> float: """Simply access the other agent's reward and return it.""" return self.callback(self.agent_name) @@ -389,7 +389,7 @@ class RewardFunction: """ self.reward_components.append((component, weight)) - def update(self, state: Dict, last_action_response: "AgentActionHistoryItem") -> float: + def update(self, state: Dict, last_action_response: "AgentHistoryItem") -> float: """Calculate the overall reward for the current state. :param state: The current state of the simulation. diff --git a/src/primaite/game/game.py b/src/primaite/game/game.py index ea5b3831..772ab5aa 100644 --- a/src/primaite/game/game.py +++ b/src/primaite/game/game.py @@ -160,6 +160,7 @@ class PrimaiteGame: agent = self.agents[agent_name] if self.step_counter > 0: # can't get reward before first action agent.update_reward(state=state) + agent.save_reward_to_history() agent.update_observation(state=state) # order of this doesn't matter so just use reward order agent.reward_function.total_reward += agent.reward_function.current_reward diff --git a/src/primaite/notebooks/Data-Manipulation-Customising-Red-Agent.ipynb b/src/primaite/notebooks/Data-Manipulation-Customising-Red-Agent.ipynb index 1b016bb8..21d67bab 100644 --- a/src/primaite/notebooks/Data-Manipulation-Customising-Red-Agent.ipynb +++ b/src/primaite/notebooks/Data-Manipulation-Customising-Red-Agent.ipynb @@ -22,7 +22,7 @@ "# Imports\n", "\n", "from primaite.config.load import data_manipulation_config_path\n", - "from primaite.game.agent.interface import AgentActionHistoryItem\n", + "from primaite.game.agent.interface import AgentHistoryItem\n", "from primaite.session.environment import PrimaiteGymEnv\n", "import yaml\n", "from pprint import pprint" @@ -63,7 +63,7 @@ "source": [ "def friendly_output_red_action(info):\n", " # parse the info dict form step output and write out what the red agent is doing\n", - " red_info : AgentActionHistoryItem = info['agent_actions']['data_manipulation_attacker']\n", + " red_info : AgentHistoryItem = info['agent_actions']['data_manipulation_attacker']\n", " red_action = red_info.action\n", " if red_action == 'DONOTHING':\n", " red_str = 'DO NOTHING'\n", diff --git a/src/primaite/notebooks/Data-Manipulation-E2E-Demonstration.ipynb b/src/primaite/notebooks/Data-Manipulation-E2E-Demonstration.ipynb index 8104149e..376b7f28 100644 --- a/src/primaite/notebooks/Data-Manipulation-E2E-Demonstration.ipynb +++ b/src/primaite/notebooks/Data-Manipulation-E2E-Demonstration.ipynb @@ -392,7 +392,7 @@ "# Imports\n", "from primaite.config.load import data_manipulation_config_path\n", "from primaite.session.environment import PrimaiteGymEnv\n", - "from primaite.game.agent.interface import AgentActionHistoryItem\n", + "from primaite.game.agent.interface import AgentHistoryItem\n", "import yaml\n", "from pprint import pprint\n" ] @@ -444,7 +444,7 @@ "source": [ "def friendly_output_red_action(info):\n", " # parse the info dict form step output and write out what the red agent is doing\n", - " red_info : AgentActionHistoryItem = info['agent_actions']['data_manipulation_attacker']\n", + " red_info : AgentHistoryItem = info['agent_actions']['data_manipulation_attacker']\n", " red_action = red_info.action\n", " if red_action == 'DONOTHING':\n", " red_str = 'DO NOTHING'\n", @@ -705,7 +705,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.11" + "version": "3.10.12" } }, "nbformat": 4, diff --git a/src/primaite/notebooks/Training-an-RLLIB-MARL-System.ipynb b/src/primaite/notebooks/Training-an-RLLIB-MARL-System.ipynb index 65b1595f..61b988c6 100644 --- a/src/primaite/notebooks/Training-an-RLLIB-MARL-System.ipynb +++ b/src/primaite/notebooks/Training-an-RLLIB-MARL-System.ipynb @@ -25,7 +25,7 @@ "from primaite.game.game import PrimaiteGame\n", "import yaml\n", "\n", - "from primaite.session.environment import PrimaiteRayEnv\n", + "from primaite.session.ray_envs import PrimaiteRayEnv\n", "from primaite import PRIMAITE_PATHS\n", "\n", "import ray\n", diff --git a/src/primaite/notebooks/Using-Episode-Schedules.ipynb b/src/primaite/notebooks/Using-Episode-Schedules.ipynb index b0669472..062c7135 100644 --- a/src/primaite/notebooks/Using-Episode-Schedules.ipynb +++ b/src/primaite/notebooks/Using-Episode-Schedules.ipynb @@ -298,8 +298,8 @@ "table = PrettyTable()\n", "table.field_names = [\"step\", \"Green Action\", \"Red Action\"]\n", "for i in range(21):\n", - " green_action = env.game.agents['green_A'].action_history[i].action\n", - " red_action = env.game.agents['red_A'].action_history[i].action\n", + " green_action = env.game.agents['green_A'].history[i].action\n", + " red_action = env.game.agents['red_A'].history[i].action\n", " table.add_row([i, green_action, red_action])\n", "print(table)" ] @@ -329,8 +329,8 @@ "table = PrettyTable()\n", "table.field_names = [\"step\", \"Green Action\", \"Red Action\"]\n", "for i in range(21):\n", - " green_action = env.game.agents['green_B'].action_history[i].action\n", - " red_action = env.game.agents['red_B'].action_history[i].action\n", + " green_action = env.game.agents['green_B'].history[i].action\n", + " red_action = env.game.agents['red_B'].history[i].action\n", " table.add_row([i, green_action, red_action])\n", "print(table)" ] diff --git a/src/primaite/session/environment.py b/src/primaite/session/environment.py index edb8a476..52edbbb8 100644 --- a/src/primaite/session/environment.py +++ b/src/primaite/session/environment.py @@ -60,7 +60,7 @@ class PrimaiteGymEnv(gymnasium.Env): terminated = False truncated = self.game.calculate_truncated() info = { - "agent_actions": {name: agent.action_history[-1] for name, agent in self.game.agents.items()} + "agent_actions": {name: agent.history[-1] for name, agent in self.game.agents.items()} } # tell us what all the agents did for convenience. if self.game.save_step_metadata: self._write_step_metadata_json(step, action, state, reward) @@ -89,8 +89,8 @@ class PrimaiteGymEnv(gymnasium.Env): f"avg. reward: {self.agent.reward_function.total_reward}" ) if self.io.settings.save_agent_actions: - all_agent_actions = {name: agent.action_history for name, agent in self.game.agents.items()} - self.io.write_agent_actions(agent_actions=all_agent_actions, episode=self.episode_counter) + all_agent_actions = {name: agent.history for name, agent in self.game.agents.items()} + self.io.write_agent_log(agent_actions=all_agent_actions, episode=self.episode_counter) self.episode_counter += 1 self.game: PrimaiteGame = PrimaiteGame.from_config(cfg=self.episode_scheduler(self.episode_counter)) self.game.setup_for_episode(episode=self.episode_counter) @@ -125,5 +125,5 @@ class PrimaiteGymEnv(gymnasium.Env): def close(self): """Close the simulation.""" if self.io.settings.save_agent_actions: - all_agent_actions = {name: agent.action_history for name, agent in self.game.agents.items()} - self.io.write_agent_actions(agent_actions=all_agent_actions, episode=self.episode_counter) + all_agent_actions = {name: agent.history for name, agent in self.game.agents.items()} + self.io.write_agent_log(agent_actions=all_agent_actions, episode=self.episode_counter) diff --git a/src/primaite/session/io.py b/src/primaite/session/io.py index 8bbc1b07..2901457f 100644 --- a/src/primaite/session/io.py +++ b/src/primaite/session/io.py @@ -87,7 +87,7 @@ class PrimaiteIO: """Return the path where agent actions will be saved.""" return self.session_path / "agent_actions" / f"episode_{episode}.json" - def write_agent_actions(self, agent_actions: Dict[str, List], episode: int) -> None: + def write_agent_log(self, agent_actions: Dict[str, List], episode: int) -> None: """Take the contents of the agent action log and write it to a file. :param episode: Episode number diff --git a/src/primaite/session/ray_envs.py b/src/primaite/session/ray_envs.py index 5149a225..6dddde51 100644 --- a/src/primaite/session/ray_envs.py +++ b/src/primaite/session/ray_envs.py @@ -59,8 +59,8 @@ class PrimaiteRayMARLEnv(MultiAgentEnv): _LOGGER.info(f"Resetting environment, episode {self.episode_counter}, " f"avg. reward: {rewards}") if self.io.settings.save_agent_actions: - all_agent_actions = {name: agent.action_history for name, agent in self.game.agents.items()} - self.io.write_agent_actions(agent_actions=all_agent_actions, episode=self.episode_counter) + all_agent_actions = {name: agent.history for name, agent in self.game.agents.items()} + self.io.write_agent_log(agent_actions=all_agent_actions, episode=self.episode_counter) self.episode_counter += 1 self.game: PrimaiteGame = PrimaiteGame.from_config(self.episode_scheduler(self.episode_counter)) @@ -138,8 +138,8 @@ class PrimaiteRayMARLEnv(MultiAgentEnv): def close(self): """Close the simulation.""" if self.io.settings.save_agent_actions: - all_agent_actions = {name: agent.action_history for name, agent in self.game.agents.items()} - self.io.write_agent_actions(agent_actions=all_agent_actions, episode=self.episode_counter) + all_agent_actions = {name: agent.history for name, agent in self.game.agents.items()} + self.io.write_agent_log(agent_actions=all_agent_actions, episode=self.episode_counter) class PrimaiteRayEnv(gymnasium.Env): diff --git a/tests/integration_tests/game_layer/test_rewards.py b/tests/integration_tests/game_layer/test_rewards.py index 7c38057e..dff536de 100644 --- a/tests/integration_tests/game_layer/test_rewards.py +++ b/tests/integration_tests/game_layer/test_rewards.py @@ -1,6 +1,6 @@ import yaml -from primaite.game.agent.interface import AgentActionHistoryItem +from primaite.game.agent.interface import AgentHistoryItem from primaite.game.agent.rewards import GreenAdminDatabaseUnreachablePenalty, WebpageUnavailablePenalty from primaite.game.game import PrimaiteGame from primaite.session.environment import PrimaiteGymEnv @@ -75,7 +75,7 @@ def test_uc2_rewards(game_and_agent): state = game.get_sim_state() reward_value = comp.calculate( state, - last_action_response=AgentActionHistoryItem( + last_action_response=AgentHistoryItem( timestep=0, action="NODE_APPLICATION_EXECUTE", parameters={}, request=["execute"], response=response ), ) @@ -91,7 +91,7 @@ def test_uc2_rewards(game_and_agent): state = game.get_sim_state() reward_value = comp.calculate( state, - last_action_response=AgentActionHistoryItem( + last_action_response=AgentHistoryItem( timestep=0, action="NODE_APPLICATION_EXECUTE", parameters={}, request=["execute"], response=response ), ) From 5f02846879ed9a6c8b1160ed6b21e57b664daba5 Mon Sep 17 00:00:00 2001 From: Czar Echavez Date: Fri, 31 May 2024 15:20:10 +0100 Subject: [PATCH 13/40] #2628: commit changes to combined av per episode --- benchmark/primaite_benchmark.py | 14 +++++++++----- benchmark/utils/report.py | 31 +++++++++++++++++-------------- 2 files changed, 26 insertions(+), 19 deletions(-) diff --git a/benchmark/primaite_benchmark.py b/benchmark/primaite_benchmark.py index c68d5a68..2f8b2b51 100644 --- a/benchmark/primaite_benchmark.py +++ b/benchmark/primaite_benchmark.py @@ -62,7 +62,7 @@ class BenchmarkSession: batch_size=self.batch_size, n_steps=self.batch_size * self.num_episodes, ) - model.learn(total_timesteps=self.batch_size * self.num_episodes) + model.learn(total_timesteps=self.num_episodes * self.gym_env.game.options.max_episode_length) # end timer for session self.end_time = datetime.now() @@ -108,13 +108,15 @@ class BenchmarkSession: } -def _get_benchmark_primaite_environment() -> BenchmarkPrimaiteGymEnv: +def _get_benchmark_primaite_environment(num_timesteps: int) -> BenchmarkPrimaiteGymEnv: """ Create an instance of the BenchmarkPrimaiteGymEnv. This environment will be used to train the agents on. """ - return BenchmarkPrimaiteGymEnv(env_config=data_manipulation_config_path()) + env = BenchmarkPrimaiteGymEnv(env_config=data_manipulation_config_path()) + env.game.options.max_episode_length = num_timesteps + return env def _prepare_session_directory(): @@ -129,7 +131,9 @@ def _prepare_session_directory(): primaite.PRIMAITE_PATHS.user_sessions_path.mkdir(exist_ok=True, parents=True) -def run(number_of_sessions: int = 1, num_episodes: int = 3, batch_size: int = 128) -> None: # 10 # 1000 # 256 +def run( + number_of_sessions: int = 3, num_episodes: int = 3, num_timesteps: int = 128, batch_size: int = 128 +) -> None: # 10 # 1000 # 256 """Run the PrimAITE benchmark.""" benchmark_start_time = datetime.now() @@ -141,7 +145,7 @@ def run(number_of_sessions: int = 1, num_episodes: int = 3, batch_size: int = 12 for i in range(1, number_of_sessions + 1): print(f"Starting Benchmark Session: {i}") - with _get_benchmark_primaite_environment() as gym_env: + with _get_benchmark_primaite_environment(num_timesteps=num_timesteps) as gym_env: session = BenchmarkSession(gym_env=gym_env, num_episodes=num_episodes, batch_size=batch_size) session.train() session_metadata_dict[i] = session.session_metadata diff --git a/benchmark/utils/report.py b/benchmark/utils/report.py index 0b509d37..b0b0e52a 100644 --- a/benchmark/utils/report.py +++ b/benchmark/utils/report.py @@ -26,30 +26,33 @@ PLOT_CONFIG = { def _build_benchmark_results_dict(start_datetime: datetime, metadata_dict: Dict, config: Dict) -> dict: - n = len(metadata_dict) + num_sessions = len(metadata_dict) # number of sessions averaged_data = { "start_timestamp": start_datetime.isoformat(), "end_datetime": datetime.now().isoformat(), "primaite_version": primaite.__version__, "system_info": _get_system_info(), - "total_sessions": n, + "total_sessions": num_sessions, "total_episodes": sum(d["total_episodes"] for d in metadata_dict.values()), "total_time_steps": sum(d["total_time_steps"] for d in metadata_dict.values()), - "av_s_per_session": sum(d["total_s"] for d in metadata_dict.values()) / n, - "av_s_per_step": sum(d["s_per_step"] for d in metadata_dict.values()) / n, - "av_s_per_100_steps_10_nodes": sum(d["s_per_100_steps_10_nodes"] for d in metadata_dict.values()) / n, + "av_s_per_session": sum(d["total_s"] for d in metadata_dict.values()) / num_sessions, + "av_s_per_step": sum(d["s_per_step"] for d in metadata_dict.values()) / num_sessions, + "av_s_per_100_steps_10_nodes": sum(d["s_per_100_steps_10_nodes"] for d in metadata_dict.values()) + / num_sessions, "combined_av_reward_per_episode": {}, "session_av_reward_per_episode": {k: v["av_reward_per_episode"] for k, v in metadata_dict.items()}, "config": config, } - episode_averages = [episode["av_reward_per_episode"] for episode in metadata_dict.values()] + # find the average of each episode across all sessions + episodes = metadata_dict[1]["av_reward_per_episode"].keys() - episode = 0 - for episode_average in episode_averages: - episode += 1 - averaged_data["combined_av_reward_per_episode"][str(episode)] = episode_average + for episode in episodes: + combined_av_reward = ( + sum(metadata_dict[k]["av_reward_per_episode"][episode] for k in metadata_dict.keys()) / num_sessions + ) + averaged_data["combined_av_reward_per_episode"][episode] = combined_av_reward return averaged_data @@ -205,7 +208,7 @@ def build_benchmark_latex_report( this_version_plot_path = version_result_dir / f"{title}.png" fig.write_image(this_version_plot_path) - fig = _plot_all_benchmarks_combined_session_av() + fig = _plot_all_benchmarks_combined_session_av(results_directory=results_root_path) all_version_plot_path = results_root_path / "PrimAITE Versions Learning Benchmark.png" fig.write_image(all_version_plot_path) @@ -223,8 +226,8 @@ def build_benchmark_latex_report( doc.append(Command("maketitle")) sessions = data["total_sessions"] - episodes = data["training_config"]["num_train_episodes"] - steps = data["training_config"]["num_train_steps"] + episodes = session_metadata[1]["total_episodes"] - 1 + steps = data["config"]["game"]["max_episode_length"] # Body with doc.create(Section("Introduction")): @@ -234,7 +237,7 @@ def build_benchmark_latex_report( ) doc.append( f"\nThe benchmarking process consists of running {sessions} training session using the same " - f"training and lay down config files. Each session trains an agent for {episodes} episodes, " + f"config file. Each session trains an agent for {episodes} episodes, " f"with each episode consisting of {steps} steps." ) doc.append( From e48b71ea1a1627009c8259b1f44ce570aecf113d Mon Sep 17 00:00:00 2001 From: Marek Wolan Date: Fri, 31 May 2024 15:25:08 +0100 Subject: [PATCH 14/40] get ray to stop crashing --- pyproject.toml | 2 +- src/primaite/notebooks/Training-an-RLLIB-MARL-System.ipynb | 4 ++-- src/primaite/notebooks/Training-an-RLLib-Agent.ipynb | 7 +++---- src/primaite/notebooks/Training-an-SB3-Agent.ipynb | 7 +++++-- src/primaite/session/ray_envs.py | 3 ++- 5 files changed, 13 insertions(+), 10 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 9c94a388..d01299be 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -54,7 +54,7 @@ license-files = ["LICENSE"] [project.optional-dependencies] rl = [ - "ray[rllib] >= 2.9, < 3", + "ray[rllib] >= 2.20.0, < 3", "tensorflow==2.12.0", "stable-baselines3[extra]==2.1.0", ] diff --git a/src/primaite/notebooks/Training-an-RLLIB-MARL-System.ipynb b/src/primaite/notebooks/Training-an-RLLIB-MARL-System.ipynb index 61b988c6..5ffb19ad 100644 --- a/src/primaite/notebooks/Training-an-RLLIB-MARL-System.ipynb +++ b/src/primaite/notebooks/Training-an-RLLIB-MARL-System.ipynb @@ -60,8 +60,8 @@ " policies={'defender_1','defender_2'}, # These names are the same as the agents defined in the example config.\n", " policy_mapping_fn=lambda agent_id, episode, worker, **kw: agent_id,\n", " )\n", - " .environment(env=PrimaiteRayMARLEnv, env_config=cfg)#, disable_env_checking=True)\n", - " .rollouts(num_rollout_workers=0)\n", + " .environment(env=PrimaiteRayMARLEnv, env_config=cfg)\n", + " .env_runners(num_env_runners=0)\n", " .training(train_batch_size=128)\n", " )\n" ] diff --git a/src/primaite/notebooks/Training-an-RLLib-Agent.ipynb b/src/primaite/notebooks/Training-an-RLLib-Agent.ipynb index 9d458426..fbc5f4c6 100644 --- a/src/primaite/notebooks/Training-an-RLLib-Agent.ipynb +++ b/src/primaite/notebooks/Training-an-RLLib-Agent.ipynb @@ -19,7 +19,6 @@ "from primaite.config.load import data_manipulation_config_path\n", "\n", "from primaite.session.ray_envs import PrimaiteRayEnv\n", - "from ray.rllib.algorithms import ppo\n", "from ray import air, tune\n", "import ray\n", "from ray.rllib.algorithms.ppo import PPOConfig\n", @@ -52,8 +51,8 @@ "\n", "config = (\n", " PPOConfig()\n", - " .environment(env=PrimaiteRayEnv, env_config=env_config, disable_env_checking=True)\n", - " .rollouts(num_rollout_workers=0)\n", + " .environment(env=PrimaiteRayEnv, env_config=env_config)\n", + " .env_runners(num_env_runners=0)\n", " .training(train_batch_size=128)\n", ")\n" ] @@ -74,7 +73,7 @@ "tune.Tuner(\n", " \"PPO\",\n", " run_config=air.RunConfig(\n", - " stop={\"timesteps_total\": 5 * 128}\n", + " stop={\"timesteps_total\": 512}\n", " ),\n", " param_space=config\n", ").fit()\n" diff --git a/src/primaite/notebooks/Training-an-SB3-Agent.ipynb b/src/primaite/notebooks/Training-an-SB3-Agent.ipynb index 9faf5820..1e247e81 100644 --- a/src/primaite/notebooks/Training-an-SB3-Agent.ipynb +++ b/src/primaite/notebooks/Training-an-SB3-Agent.ipynb @@ -43,7 +43,10 @@ "outputs": [], "source": [ "with open(data_manipulation_config_path(), 'r') as f:\n", - " cfg = yaml.safe_load(f)" + " cfg = yaml.safe_load(f)\n", + "for agent in cfg['agents']:\n", + " if agent['ref'] == 'defender':\n", + " agent['agent_settings']['flatten_obs']=True" ] }, { @@ -177,7 +180,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.10" + "version": "3.10.12" } }, "nbformat": 4, diff --git a/src/primaite/session/ray_envs.py b/src/primaite/session/ray_envs.py index 6dddde51..111baf84 100644 --- a/src/primaite/session/ray_envs.py +++ b/src/primaite/session/ray_envs.py @@ -45,7 +45,8 @@ class PrimaiteRayMARLEnv(MultiAgentEnv): self.action_space = gymnasium.spaces.Dict( {name: agent.action_manager.space for name, agent in self.agents.items()} ) - + self._obs_space_in_preferred_format = True + self._action_space_in_preferred_format = True super().__init__() @property From 4ee29d129dcb4fb1aaf0cdd6513730131e170653 Mon Sep 17 00:00:00 2001 From: Marek Wolan Date: Fri, 31 May 2024 15:41:40 +0100 Subject: [PATCH 15/40] Fix firewall diagram --- docs/_static/firewall_acl.png | Bin 36036 -> 23963 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/docs/_static/firewall_acl.png b/docs/_static/firewall_acl.png index 1cdd25263cf0817dde59ae02124ab17879197237..1e59657519d0a68acfee06bfd129fae99800acc2 100644 GIT binary patch literal 23963 zcmeHO2|U#6*B`X#rX)98GO4S&6~-=M$kt*>vL!nq##qKS)~*sE-8My*2$hgB2xG}s z$i539>xdX*8OyxSkD0Dpcm2Qj-uL#t@8{F4`8~hq_blf;=X<{AoaY9eR9D&b4c9j? z7;MwAql%|sForuY7(F-RI?!?>nywuDL+5--Ltg(_;lZV05!!|CMt_9B< z9FFQc!(f|VLjTci+jra#1``;@DCuEP?&oamEMa^i3M;?(gb~(gXAGZ+BA>9Zse^-n zg^j6|lPStsz}^xAn!tM$+QR0Xjitp(A7O;BC_h4&Us&k0kPx4Uys#wn*C7ERg!q}2 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z!@NMbV(@a|snzd;UghU~o2r=zq+n0CYtyPtxCG2VDoN$>TFB*G*~l;zl%{L*;-M Date: Fri, 31 May 2024 15:42:41 +0100 Subject: [PATCH 16/40] dropped the automatic creation of primaite-dependencies.rst and made it manual as we now only need immediate dependencies --- docs/Makefile | 1 - docs/make.bat | 5 ----- docs/source/primaite-dependencies.rst | 21 +++++++++++++++++++++ 3 files changed, 21 insertions(+), 6 deletions(-) create mode 100644 docs/source/primaite-dependencies.rst diff --git a/docs/Makefile b/docs/Makefile index 82719283..fcf64a6a 100644 --- a/docs/Makefile +++ b/docs/Makefile @@ -29,6 +29,5 @@ clean: # Catch-all target: route all unknown targets to Sphinx using the new # "make mode" option. $(O) is meant as a shortcut for $(SPHINXOPTS). %: Makefile | clean - pip-licenses --format=rst --with-urls --output-file=source/primaite-dependencies.rst @$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O) diff --git a/docs/make.bat b/docs/make.bat index 399e9150..a341af57 100644 --- a/docs/make.bat +++ b/docs/make.bat @@ -36,11 +36,6 @@ IF EXIST %AUTOSUMMARYDIR% ( RMDIR %AUTOSUMMARYDIR% /s /q ) -REM print the YT licenses -set LICENSEBUILD=pip-licenses --format=rst --with-urls -set DEPS="%cd%\source\primaite-dependencies.rst" - -%LICENSEBUILD% --output-file=%DEPS% %SPHINXBUILD% -M %1 %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O% goto end diff --git a/docs/source/primaite-dependencies.rst b/docs/source/primaite-dependencies.rst new file mode 100644 index 00000000..61f2c400 --- /dev/null +++ b/docs/source/primaite-dependencies.rst @@ -0,0 +1,21 @@ ++-------------------+---------+------------------------------------+-------------------------------------------------------------------------------------------------------+----------------------------------------------+ +| Name | Version | License | Description | URL | ++===================+=========+====================================+=======================================================================================================+==============================================+ +| gymnasium | 0.28.1 | MIT License | A standard API for reinforcement learning and a diverse set of reference environments (formerly Gym). | https://farama.org | +| ipywidgets | 8.1.3 | BSD License | Jupyter interactive widgets | http://jupyter.org | +| jupyterlab | 3.6.1 | BSD License | JupyterLab computational environment | https://jupyter.org | +| kaleido | 0.2.1 | MIT | Static image export for web-based visualization libraries with zero dependencies | https://github.com/plotly/Kaleido | +| matplotlib | 3.7.1 | Python Software Foundation License | Python plotting package | https://matplotlib.org | +| networkx | 3.1 | BSD License | Python package for creating and manipulating graphs and networks | https://networkx.org/ | +| numpy | 1.23.5 | BSD License | NumPy is the fundamental package for array computing with Python. | https://www.numpy.org | +| platformdirs | 3.5.1 | MIT License | A small Python package for determining appropriate platform-specific dirs, e.g. a "user data dir". | https://github.com/platformdirs/platformdirs | +| plotly | 5.15.0 | MIT License | An open-source, interactive data visualization library for Python | https://plotly.com/python/ | +| polars | 0.18.4 | MIT License | Blazingly fast DataFrame library | https://www.pola.rs/ | +| prettytable | 3.8.0 | BSD License (BSD (3 clause)) | A simple Python library for easily displaying tabular data in a visually appealing ASCII table format | https://github.com/jazzband/prettytable | +| pydantic | 2.7.0 | MIT License | Data validation using Python type hints | https://github.com/pydantic/pydantic | +| PyYAML | 6.0 | MIT License | YAML parser and emitter for Python | https://pyyaml.org/ | +| ray | 2.23.0 | Apache 2.0 | Ray provides a simple, universal API for building distributed applications. | https://github.com/ray-project/ray | +| stable-baselines3 | 2.1.0 | MIT | Pytorch version of Stable Baselines, implementations of reinforcement learning algorithms. | https://github.com/DLR-RM/stable-baselines3 | +| tensorflow | 2.12.0 | Apache Software License | TensorFlow is an open source machine learning framework for everyone. | https://www.tensorflow.org/ | +| typer | 0.9.0 | MIT License | Typer, build great CLIs. Easy to code. Based on Python type hints. | https://github.com/tiangolo/typer | ++-------------------+---------+------------------------------------+-------------------------------------------------------------------------------------------------------+----------------------------------------------+ From 97d4c382983618b26dfd204560b6bc439f93956b Mon Sep 17 00:00:00 2001 From: Marek Wolan Date: Fri, 31 May 2024 15:56:27 +0100 Subject: [PATCH 17/40] remove tests from api docs --- docs/api.rst | 1 - docs/index.rst | 1 - 2 files changed, 2 deletions(-) diff --git a/docs/api.rst b/docs/api.rst index 13f3a1ec..e74be627 100644 --- a/docs/api.rst +++ b/docs/api.rst @@ -19,4 +19,3 @@ :recursive: primaite - tests diff --git a/docs/index.rst b/docs/index.rst index a0f302e9..8e7defb1 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -125,7 +125,6 @@ Head over to the :ref:`getting-started` page to install and setup PrimAITE! source/state_system source/request_system PrimAITE API - PrimAITE Tests .. toctree:: From f9cff4285676063c1f6457056fcb7f783a734f85 Mon Sep 17 00:00:00 2001 From: Marek Wolan Date: Fri, 31 May 2024 16:03:47 +0100 Subject: [PATCH 18/40] glossary fact check --- docs/source/glossary.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/glossary.rst b/docs/source/glossary.rst index 67fd7aaa..c322caac 100644 --- a/docs/source/glossary.rst +++ b/docs/source/glossary.rst @@ -78,4 +78,4 @@ Glossary PrimAITE uses the Gymnasium reinforcement learning framework API to create a training environment and interface with RL agents. Gymnasium defines a common way of creating observations, actions, and rewards. User app home - PrimAITE supports upgrading software version while retaining user data. The user data directory is where configs, notebooks, and results are stored, this location is `~/primaite` on linux/darwin and `C:\\Users\\\\primaite\\` on Windows. + PrimAITE supports upgrading software version while retaining user data. The user data directory is where configs, notebooks, and results are stored, this location is `~/primaite/` on linux/darwin and `C:\\Users\\\\primaite` on Windows. 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Overview ^^^^^^^^ -The ARCD Primary-level AI Training Environment (**PrimAITE**) provides an effective simulation capability for the purposes of training and evaluating AI in a cyber-defensive role. It incorporates the functionality required of a primary-level ARCD environment, which includes: +The ARCD Primary-level AI Training Environment (**PrimAITE**) provides an effective simulation capability for training and evaluating AI in a cyber-defensive role. It incorporates the functionality required of a primary-level ARCD environment: -- The ability to model a relevant platform / system context; +- The ability to model a relevant system context; - Modelling an adversarial agent that the defensive agent can be trained and evaluated against; -- The ability to model key characteristics of a platform / system by representing connections, IP addresses, ports, operating systems, services and traffic loading on links; -- Modelling background pattern-of-life; -- Operates at machine-speed to enable fast training cycles. +- The ability to model key characteristics of a system by representing hosts, servers, network devices, IP addresses, ports, operating systems, folders / files, applications, services and links; +- Modelling background (green) pattern-of-life; +- Operates at machine-speed to enable fast training cycles via Reinforcement Learning (RL). Features ^^^^^^^^ PrimAITE incorporates the following features: -- Highly configurable (via YAML files) to provide the means to model a variety of platform / system laydowns and adversarial attack scenarios; -- A Reinforcement Learning (RL) reward function based on (a) the ability to counter the modelled adversarial cyber-attack, and (b) the ability to ensure success; -- Provision of logging to support AI performance / effectiveness assessment; -- Uses the concept of Information Exchange Requirements (IERs) to model background pattern of life and adversarial behaviour; -- An Access Control List (ACL) function, mimicking the behaviour of a network firewall, is applied across the model, following standard ACL rule format (e.g. DENY/ALLOW, source IP address, destination IP address, protocol and port); -- Application of traffic to the links of the platform / system laydown adheres to the ACL ruleset; -- Presents both a Gymnasium and Ray RLLib interface to the environment, allowing integration with any compliant defensive agents; -- Allows for the saving and loading of trained defensive agents; -- Stochastic adversarial agent behaviour; -- Full capture of discrete logs relating to agent training or evaluation (system state, agent actions taken, instantaneous and average reward for every step of every episode); -- Distinct control over running a training and / or evaluation session; -- NetworkX provides laydown visualisation capability. +- Architected with a separate Simulation layer and Game layer. This separation of concerns defines a clear path towards transfer learning with environments of differing fidelity; +- Ability to reconfigure an RL reward function based on (a) the ability to counter the modelled adversarial cyber-attack, and (b) the ability to ensure success for green agents; +- Access Control List (ACL) functions for network devices (routers and firewalls), following standard ACL rule format (e.g., DENY / ALLOW, source / destination IP addresses, protocol and port); +- Application of traffic to the links of the system laydown adheres to the ACL rulesets and routing tables contained within each network device; +- Provides RL environments adherent to the Farama Foundation Gymnasium (Previously OpenAI Gym) API, allowing integration with any compliant RL Agent frameworks; +- Provides RL environments adherent to Ray RLlib environment specifications for single-agent and multi-agent scenarios; +- Assessed for compatibility with Stable-Baselines3 (SB3), Ray RLlib, and bespoke agents; +- Persona-based adversarial (Red) agent behaviour; several out-the-box personas are provided, and more can be developed to suit the needs of the task. Stochastic variations in Red agent behaviour are also included as required; +- A robust system logging tool, automatically enabled at the node level and featuring various log levels and terminal output options, enables PrimAITE users to conduct in-depth network simulations; +- A PCAP service is seamlessly integrated within the simulation, automatically capturing and logging frames for both + inbound and outbound traffic at the network interface level. This automatic functionality, combined with the ability + to separate traffic directions, significantly enhances network analysis and troubleshooting capabilities; +- Agent action logs provide a description of every action taken by each agent during the episode. This includes timestep, action, parameters, request and response, for all Blue agent activity, which is aligned with the Track 2 Common Action / Observation Space (CAOS) format. Action logs also details of all scripted / stochastic red / green agent actions; +- Environment ground truth is provided at every timestep, providing a full description of the environment’s true state; +- Alignment with CAOS provides the ability to transfer agents between CAOS compliant environments. Architecture ^^^^^^^^^^^^ -PrimAITE is a Python application and is therefore Operating System agnostic. The Gymnasium and Ray RLLib frameworks are employed to provide an interface and source for AI agents. Configuration of PrimAITE is achieved via included YAML files which support full control over the platform / system laydown being modelled, background pattern of life, adversarial (red agent) behaviour, and step and episode count. NetworkX based nodes and links host Python classes to present attributes and methods, and hence a more representative platform / system can be modelled within the simulation. +PrimAITE is a Python application and will operate on multiple Operating Systems (Windows, Linux and Mac); +a comprehensive installation and user guide is provided with each release to support its usage. +Configuration of PrimAITE is achieved via included YAML files which support full control over the network / system laydown being modelled, background pattern of life, adversarial (red agent) behaviour, and step and episode count. +A Simulation Controller layer manages the overall running of the simulation, keeping track of all low-level objects. +It is agnostic to the number of agents, their action / observation spaces, and the RL library being used. +It presents a public API providing a method for describing the current state of the simulation, a method that accepts action requests and provides responses, and a method that triggers a timestep advancement. +The Game Layer converts the simulation into a playable game for the agent(s). + +it translates between simulation state and Gymnasium.Spaces to pass action / observation data between the agent(s) and the simulation. It is responsible for calculating rewards, managing Multi-Agent RL (MARL) action turns, and via a single agent interface can interact with Blue, Red and Green agents. + +Agents can either generate their own scripted behaviour or accept input behaviour from an RL agent. + +Finally, a Gymnasium / Ray RLlib Environment Layer forwards requests to the Game Layer as the agent sends them. This layer also manages most of the I/O, such as reading in the configuration files and saving agent logs. + +.. image:: ../../_static/primAITE_architecture.png + :width: 500 + :align: center + + Training & Evaluation Capability ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ -PrimAITE provides a training and evaluation capability to AI agents in the context of cyber-attack, via its Gymnasium and RLLib compliant interface. Scenarios can be constructed to reflect platform / system laydowns consisting of any configuration of nodes (e.g. PCs, servers, switches etc.) and network links between them. All nodes can be configured to model services (and their status) and the traffic loading between them over the network links. Traffic loading is broken down into a per service granularity, relating directly to a protocol (e.g. Service A would be configured as a TCP service, and TCP traffic then flows between instances of Service A under the direction of a tailored IER). Highlights of PrimAITE’s training and evaluation capability are: +PrimAITE provides a training and evaluation capability to AI agents in the context of cyber-attack, via its Gymnasium / Ray RLlib compliant interface. + +Scenarios can be constructed to reflect network / system laydowns consisting of any configuration of nodes (e.g., PCs, servers etc.) and the networking equipment and links between them. + +All nodes can be configured to contain applications, services, folders and files (and their status). + +Traffic flows between services and applications as directed by an ‘execution definition,’ with the traffic flow on the network governed by the network equipment (switches, routers and firewalls) and the ACL rules and routing tables they employ. + +Highlights of PrimAITE’s training and evaluation capability are: - The scenario is not bound to a representation of any platform, system, or technology; -- Fully configurable (network / system laydown, IERs, node pattern-of-life, ACL, number of episodes, steps per episode) and repeatable to suit the requirements of AI agents; -- Can integrate with any Gymnasium or RLLib compliant AI agent. +- Fully configurable (network / system laydown, green pattern-of-life, red personas, reward function, ACL rules for each device, number of episodes / steps, action / observation space) and repeatable to suit the requirements of AI agents; +- Can integrate with any Gymnasium / Ray RLlib compliant AI agent . -Use of PrimAITE default scenarios within ARCD is supported by a “Use Case Profile” tailored to the scenario. + +PrimAITE provides a number of use cases (network and red/green action configurations) by default which the user is able to extend and modify as required. What is PrimAITE built with --------------------------- From 4a9b92eab133aa8f59a1f4c1f3930279e8094641 Mon Sep 17 00:00:00 2001 From: "Archer.Bowen" Date: Fri, 31 May 2024 17:17:07 +0100 Subject: [PATCH 20/40] Removing data-manp notebook outputs --- .../notebooks/Data-Manipulation-E2E-Demonstration.ipynb | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/src/primaite/notebooks/Data-Manipulation-E2E-Demonstration.ipynb b/src/primaite/notebooks/Data-Manipulation-E2E-Demonstration.ipynb index a3dab962..e0f79795 100644 --- a/src/primaite/notebooks/Data-Manipulation-E2E-Demonstration.ipynb +++ b/src/primaite/notebooks/Data-Manipulation-E2E-Demonstration.ipynb @@ -401,7 +401,8 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Instantiate the environment. We also disable the agent observation flattening.\n", + "Instantiate the environment. \n", + "We will also disable the agent observation flattening.\n", "\n", "This cell will print the observation when the network is healthy. You should be able to verify Node file and service statuses against the description above." ] From 9f0c6ddbb482911060805563c2bf66659036eb24 Mon Sep 17 00:00:00 2001 From: "Archer.Bowen" Date: Fri, 31 May 2024 18:18:40 +0100 Subject: [PATCH 21/40] Fix primaite dependencies formatting issue --- docs/source/primaite-dependencies.rst | 16 ++++++++++++++++ 1 file changed, 16 insertions(+) diff --git a/docs/source/primaite-dependencies.rst b/docs/source/primaite-dependencies.rst index 61f2c400..c70a299d 100644 --- a/docs/source/primaite-dependencies.rst +++ b/docs/source/primaite-dependencies.rst @@ -2,20 +2,36 @@ | Name | Version | License | Description | URL | +===================+=========+====================================+=======================================================================================================+==============================================+ | gymnasium | 0.28.1 | MIT License | A standard API for reinforcement learning and a diverse set of reference environments (formerly Gym). | https://farama.org | ++-------------------+---------+------------------------------------+-------------------------------------------------------------------------------------------------------+----------------------------------------------+ | ipywidgets | 8.1.3 | BSD License | Jupyter interactive widgets | http://jupyter.org | ++-------------------+---------+------------------------------------+-------------------------------------------------------------------------------------------------------+----------------------------------------------+ | jupyterlab | 3.6.1 | BSD License | JupyterLab computational environment | https://jupyter.org | ++-------------------+---------+------------------------------------+-------------------------------------------------------------------------------------------------------+----------------------------------------------+ | kaleido | 0.2.1 | MIT | Static image export for web-based visualization libraries with zero dependencies | https://github.com/plotly/Kaleido | ++-------------------+---------+------------------------------------+-------------------------------------------------------------------------------------------------------+----------------------------------------------+ | matplotlib | 3.7.1 | Python Software Foundation License | Python plotting package | https://matplotlib.org | ++-------------------+---------+------------------------------------+-------------------------------------------------------------------------------------------------------+----------------------------------------------+ | networkx | 3.1 | BSD License | Python package for creating and manipulating graphs and networks | https://networkx.org/ | ++-------------------+---------+------------------------------------+-------------------------------------------------------------------------------------------------------+----------------------------------------------+ | numpy | 1.23.5 | BSD License | NumPy is the fundamental package for array computing with Python. | https://www.numpy.org | ++-------------------+---------+------------------------------------+-------------------------------------------------------------------------------------------------------+----------------------------------------------+ | platformdirs | 3.5.1 | MIT License | A small Python package for determining appropriate platform-specific dirs, e.g. a "user data dir". | https://github.com/platformdirs/platformdirs | ++-------------------+---------+------------------------------------+-------------------------------------------------------------------------------------------------------+----------------------------------------------+ | plotly | 5.15.0 | MIT License | An open-source, interactive data visualization library for Python | https://plotly.com/python/ | ++-------------------+---------+------------------------------------+-------------------------------------------------------------------------------------------------------+----------------------------------------------+ | polars | 0.18.4 | MIT License | Blazingly fast DataFrame library | https://www.pola.rs/ | ++-------------------+---------+------------------------------------+-------------------------------------------------------------------------------------------------------+----------------------------------------------+ | prettytable | 3.8.0 | BSD License (BSD (3 clause)) | A simple Python library for easily displaying tabular data in a visually appealing ASCII table format | https://github.com/jazzband/prettytable | ++-------------------+---------+------------------------------------+-------------------------------------------------------------------------------------------------------+----------------------------------------------+ | pydantic | 2.7.0 | MIT License | Data validation using Python type hints | https://github.com/pydantic/pydantic | ++-------------------+---------+------------------------------------+-------------------------------------------------------------------------------------------------------+----------------------------------------------+ | PyYAML | 6.0 | MIT License | YAML parser and emitter for Python | https://pyyaml.org/ | ++-------------------+---------+------------------------------------+-------------------------------------------------------------------------------------------------------+----------------------------------------------+ | ray | 2.23.0 | Apache 2.0 | Ray provides a simple, universal API for building distributed applications. | https://github.com/ray-project/ray | ++-------------------+---------+------------------------------------+-------------------------------------------------------------------------------------------------------+----------------------------------------------+ | stable-baselines3 | 2.1.0 | MIT | Pytorch version of Stable Baselines, implementations of reinforcement learning algorithms. | https://github.com/DLR-RM/stable-baselines3 | ++-------------------+---------+------------------------------------+-------------------------------------------------------------------------------------------------------+----------------------------------------------+ | tensorflow | 2.12.0 | Apache Software License | TensorFlow is an open source machine learning framework for everyone. | https://www.tensorflow.org/ | ++-------------------+---------+------------------------------------+-------------------------------------------------------------------------------------------------------+----------------------------------------------+ | typer | 0.9.0 | MIT License | Typer, build great CLIs. Easy to code. Based on Python type hints. | https://github.com/tiangolo/typer | +-------------------+---------+------------------------------------+-------------------------------------------------------------------------------------------------------+----------------------------------------------+ From 2406579c782ef12c40536e107542e2ceef324d95 Mon Sep 17 00:00:00 2001 From: Marek Wolan Date: Fri, 31 May 2024 18:50:56 +0100 Subject: [PATCH 22/40] format using precommit --- docs/index.rst | 36 ++++++++++++++-------------- docs/source/getting_started.rst | 2 +- docs/source/varying_config_files.rst | 4 ++-- 3 files changed, 21 insertions(+), 21 deletions(-) diff --git a/docs/index.rst b/docs/index.rst index ad0167d9..729cdc17 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -24,11 +24,11 @@ Features PrimAITE incorporates the following features: -- Architected with a separate Simulation layer and Game layer. This separation of concerns defines a clear path towards transfer learning with environments of differing fidelity; +- Architected with a separate Simulation layer and Game layer. This separation of concerns defines a clear path towards transfer learning with environments of differing fidelity; - Ability to reconfigure an RL reward function based on (a) the ability to counter the modelled adversarial cyber-attack, and (b) the ability to ensure success for green agents; -- Access Control List (ACL) functions for network devices (routers and firewalls), following standard ACL rule format (e.g., DENY / ALLOW, source / destination IP addresses, protocol and port); +- Access Control List (ACL) functions for network devices (routers and firewalls), following standard ACL rule format (e.g., DENY / ALLOW, source / destination IP addresses, protocol and port); - Application of traffic to the links of the system laydown adheres to the ACL rulesets and routing tables contained within each network device; -- Provides RL environments adherent to the Farama Foundation Gymnasium (Previously OpenAI Gym) API, allowing integration with any compliant RL Agent frameworks; +- Provides RL environments adherent to the Farama Foundation Gymnasium (Previously OpenAI Gym) API, allowing integration with any compliant RL Agent frameworks; - Provides RL environments adherent to Ray RLlib environment specifications for single-agent and multi-agent scenarios; - Assessed for compatibility with Stable-Baselines3 (SB3), Ray RLlib, and bespoke agents; - Persona-based adversarial (Red) agent behaviour; several out-the-box personas are provided, and more can be developed to suit the needs of the task. Stochastic variations in Red agent behaviour are also included as required; @@ -38,23 +38,23 @@ PrimAITE incorporates the following features: to separate traffic directions, significantly enhances network analysis and troubleshooting capabilities; - Agent action logs provide a description of every action taken by each agent during the episode. This includes timestep, action, parameters, request and response, for all Blue agent activity, which is aligned with the Track 2 Common Action / Observation Space (CAOS) format. Action logs also details of all scripted / stochastic red / green agent actions; - Environment ground truth is provided at every timestep, providing a full description of the environment’s true state; -- Alignment with CAOS provides the ability to transfer agents between CAOS compliant environments. +- Alignment with CAOS provides the ability to transfer agents between CAOS compliant environments. Architecture ^^^^^^^^^^^^ -PrimAITE is a Python application and will operate on multiple Operating Systems (Windows, Linux and Mac); -a comprehensive installation and user guide is provided with each release to support its usage. +PrimAITE is a Python application and will operate on multiple Operating Systems (Windows, Linux and Mac); +a comprehensive installation and user guide is provided with each release to support its usage. -Configuration of PrimAITE is achieved via included YAML files which support full control over the network / system laydown being modelled, background pattern of life, adversarial (red agent) behaviour, and step and episode count. -A Simulation Controller layer manages the overall running of the simulation, keeping track of all low-level objects. +Configuration of PrimAITE is achieved via included YAML files which support full control over the network / system laydown being modelled, background pattern of life, adversarial (red agent) behaviour, and step and episode count. +A Simulation Controller layer manages the overall running of the simulation, keeping track of all low-level objects. -It is agnostic to the number of agents, their action / observation spaces, and the RL library being used. +It is agnostic to the number of agents, their action / observation spaces, and the RL library being used. It presents a public API providing a method for describing the current state of the simulation, a method that accepts action requests and provides responses, and a method that triggers a timestep advancement. -The Game Layer converts the simulation into a playable game for the agent(s). +The Game Layer converts the simulation into a playable game for the agent(s). -it translates between simulation state and Gymnasium.Spaces to pass action / observation data between the agent(s) and the simulation. It is responsible for calculating rewards, managing Multi-Agent RL (MARL) action turns, and via a single agent interface can interact with Blue, Red and Green agents. +it translates between simulation state and Gymnasium.Spaces to pass action / observation data between the agent(s) and the simulation. It is responsible for calculating rewards, managing Multi-Agent RL (MARL) action turns, and via a single agent interface can interact with Blue, Red and Green agents. Agents can either generate their own scripted behaviour or accept input behaviour from an RL agent. @@ -64,23 +64,23 @@ Finally, a Gymnasium / Ray RLlib Environment Layer forwards requests to the Game :width: 500 :align: center - + Training & Evaluation Capability ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ -PrimAITE provides a training and evaluation capability to AI agents in the context of cyber-attack, via its Gymnasium / Ray RLlib compliant interface. +PrimAITE provides a training and evaluation capability to AI agents in the context of cyber-attack, via its Gymnasium / Ray RLlib compliant interface. -Scenarios can be constructed to reflect network / system laydowns consisting of any configuration of nodes (e.g., PCs, servers etc.) and the networking equipment and links between them. +Scenarios can be constructed to reflect network / system laydowns consisting of any configuration of nodes (e.g., PCs, servers etc.) and the networking equipment and links between them. -All nodes can be configured to contain applications, services, folders and files (and their status). +All nodes can be configured to contain applications, services, folders and files (and their status). -Traffic flows between services and applications as directed by an ‘execution definition,’ with the traffic flow on the network governed by the network equipment (switches, routers and firewalls) and the ACL rules and routing tables they employ. +Traffic flows between services and applications as directed by an ‘execution definition,’ with the traffic flow on the network governed by the network equipment (switches, routers and firewalls) and the ACL rules and routing tables they employ. Highlights of PrimAITE’s training and evaluation capability are: - The scenario is not bound to a representation of any platform, system, or technology; - Fully configurable (network / system laydown, green pattern-of-life, red personas, reward function, ACL rules for each device, number of episodes / steps, action / observation space) and repeatable to suit the requirements of AI agents; -- Can integrate with any Gymnasium / Ray RLlib compliant AI agent . +- Can integrate with any Gymnasium / Ray RLlib compliant AI agent . PrimAITE provides a number of use cases (network and red/green action configurations) by default which the user is able to extend and modify as required. @@ -139,4 +139,4 @@ Head over to the :ref:`getting-started` page to install and setup PrimAITE! source/state_system source/request_system PrimAITE API - PrimAITE Tests \ No newline at end of file + PrimAITE Tests diff --git a/docs/source/getting_started.rst b/docs/source/getting_started.rst index 9283f3f4..150c3a1d 100644 --- a/docs/source/getting_started.rst +++ b/docs/source/getting_started.rst @@ -107,7 +107,7 @@ Clone & Install PrimAITE for Development To be able to extend PrimAITE further, or to build wheels manually before install, clone the repository to a location of your choice: -1. Clone the repository. +1. Clone the repository. For example: diff --git a/docs/source/varying_config_files.rst b/docs/source/varying_config_files.rst index 34b83895..74e18216 100644 --- a/docs/source/varying_config_files.rst +++ b/docs/source/varying_config_files.rst @@ -44,6 +44,6 @@ It takes the following format: - laydown_2.yaml - attack_2.yaml -For more information please refer to the ``Using Episode Schedules`` notebook in either :ref:`Executed Notebooks` or run the notebook interactively in ``notebooks/example_notebooks/``. +For more information please refer to the ``Using Episode Schedules`` notebook in either :ref:`Executed Notebooks` or run the notebook interactively in ``notebooks/example_notebooks/``. -For further information around notebooks in general refer to the :ref:`Example Jupyter Notebooks`. \ No newline at end of file +For further information around notebooks in general refer to the :ref:`Example Jupyter Notebooks`. From 3bad9aa51e870233c515b6ef47c9c3797f3c2414 Mon Sep 17 00:00:00 2001 From: Czar Echavez Date: Sat, 1 Jun 2024 13:23:27 +0100 Subject: [PATCH 23/40] #2628: committing to be reviewed --- .gitignore | 3 +- benchmark/primaite_benchmark.py | 40 +- .../PrimAITE Versions Learning Benchmark.png | Bin 81160 -> 92712 bytes .../PrimAITE v3.0.0 Learning Benchmark.png | Bin 0 -> 420875 bytes .../PrimAITE v3.0.0 Learning Benchmark.tex | 122 + .../v3.0.0/v3.0.0_benchmark_metadata.json | 12446 ++++++++++++++++ src/primaite/VERSION | 2 +- 7 files changed, 12601 insertions(+), 12 deletions(-) create mode 100644 benchmark/results/v3.0.0/PrimAITE v3.0.0 Learning Benchmark.png create mode 100644 benchmark/results/v3.0.0/PrimAITE v3.0.0 Learning Benchmark.tex create mode 100644 benchmark/results/v3.0.0/v3.0.0_benchmark_metadata.json diff --git a/.gitignore b/.gitignore index 4bb125da..2ba8d4a7 100644 --- a/.gitignore +++ b/.gitignore @@ -166,4 +166,5 @@ sandbox/ sandbox.ipynb # benchmarking -**/benchmark_session/ +**/benchmark/sessions/ +**/benchmark/output/ diff --git a/benchmark/primaite_benchmark.py b/benchmark/primaite_benchmark.py index 2f8b2b51..a6bf908d 100644 --- a/benchmark/primaite_benchmark.py +++ b/benchmark/primaite_benchmark.py @@ -13,7 +13,7 @@ from primaite.config.load import data_manipulation_config_path _LOGGER = primaite.getLogger(__name__) -_BENCHMARK_ROOT = Path(__file__).parent / "benchmark_session" +_BENCHMARK_ROOT = Path(__file__).parent _RESULTS_ROOT: Final[Path] = _BENCHMARK_ROOT / "results" _RESULTS_ROOT.mkdir(exist_ok=True, parents=True) @@ -33,9 +33,15 @@ class BenchmarkSession: num_episodes: int """Number of episodes to run the training session.""" + num_steps: int + """Number of steps to run the training session.""" + batch_size: int """Number of steps for each episode.""" + learning_rate: float + """Learning rate for the model.""" + start_time: datetime """Start time for the session.""" @@ -45,11 +51,15 @@ class BenchmarkSession: session_metadata: Dict """Dict containing the metadata for the session - used to generate benchmark report.""" - def __init__(self, gym_env: BenchmarkPrimaiteGymEnv, num_episodes: int, batch_size: int): + def __init__( + self, gym_env: BenchmarkPrimaiteGymEnv, num_episodes: int, num_steps: int, batch_size: int, learning_rate: float + ): """Initialise the BenchmarkSession.""" self.gym_env = gym_env self.num_episodes = num_episodes + self.num_steps = num_steps self.batch_size = batch_size + self.learning_rate = learning_rate def train(self): """Run the training session.""" @@ -59,10 +69,11 @@ class BenchmarkSession: model = PPO( policy="MlpPolicy", env=self.gym_env, - batch_size=self.batch_size, - n_steps=self.batch_size * self.num_episodes, + learning_rate=self.learning_rate, + n_steps=self.num_steps * self.num_episodes, + batch_size=self.num_steps * self.num_episodes, ) - model.learn(total_timesteps=self.num_episodes * self.gym_env.game.options.max_episode_length) + model.learn(total_timesteps=self.num_episodes * self.num_steps) # end timer for session self.end_time = datetime.now() @@ -108,14 +119,13 @@ class BenchmarkSession: } -def _get_benchmark_primaite_environment(num_timesteps: int) -> BenchmarkPrimaiteGymEnv: +def _get_benchmark_primaite_environment() -> BenchmarkPrimaiteGymEnv: """ Create an instance of the BenchmarkPrimaiteGymEnv. This environment will be used to train the agents on. """ env = BenchmarkPrimaiteGymEnv(env_config=data_manipulation_config_path()) - env.game.options.max_episode_length = num_timesteps return env @@ -132,7 +142,11 @@ def _prepare_session_directory(): def run( - number_of_sessions: int = 3, num_episodes: int = 3, num_timesteps: int = 128, batch_size: int = 128 + number_of_sessions: int = 10, + num_episodes: int = 1000, + num_timesteps: int = 128, + batch_size: int = 1280, + learning_rate: float = 3e-4, ) -> None: # 10 # 1000 # 256 """Run the PrimAITE benchmark.""" benchmark_start_time = datetime.now() @@ -145,8 +159,14 @@ def run( for i in range(1, number_of_sessions + 1): print(f"Starting Benchmark Session: {i}") - with _get_benchmark_primaite_environment(num_timesteps=num_timesteps) as gym_env: - session = BenchmarkSession(gym_env=gym_env, num_episodes=num_episodes, batch_size=batch_size) + with _get_benchmark_primaite_environment() as gym_env: + session = BenchmarkSession( + gym_env=gym_env, + num_episodes=num_episodes, + num_steps=num_timesteps, + batch_size=batch_size, + learning_rate=learning_rate, + ) session.train() session_metadata_dict[i] = session.session_metadata diff --git a/benchmark/results/PrimAITE Versions Learning Benchmark.png b/benchmark/results/PrimAITE Versions Learning Benchmark.png index cd41f85f53b0a9cb9fb97cba037d9010bd649037..faa0ce963a9f7916eeadbca49399eeb33dfb5450 100644 GIT binary patch literal 92712 zcmeFad0bOTw>BCk85{sna0C<;6a*C!WeN(4wn7|1L$1xb*ZkOUM*l&ByGNTQ&E zGARgzAqk>@j8P*X5C{R8C1Ku>kmOeAw%cy?yze>pyT5bJ{rpEmYG?1NRkc<<>shPT zzP8uKYPQ@WIT#E!d)H3O{V_c%j~ptx4_m( zXrej9%VY00#(v6&rxjsQo0bQBludkGxA9b>?arL58{+0#MN9Qrij^s^I=HO-RcgZ$fA0 zKzx&aN(0Y$|D&FObY4C|=*zjtXZ9EI7?UI2Gz4~82uxf?{fGY)$I9H-V9?&s;uXzd zVv-6!`e(DcImtot$8DnP#bp%OVhT5Z^wZzJ3qj>c{N(wdW0DH$3<>o`p+D^-jO8i) z!;VegT?X_{+I*wUB zBja!UL&;AMSJXRGSfb)j9}Yz8_p^C1hXI*|p<$L9KYch5?ZD6F3S=e&!LIK3*~mqr zZT`7je@*XQfY!~NHHJ}om0Dq9qlxG*x(o-afQx zp!!gBDxR{XZ~dlJe7imL_I@dv>D_RS-prxkxQuS9&%4Hg2Hha!q%yS?)19t~rJq{7 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b/benchmark/results/v3.0.0/PrimAITE v3.0.0 Learning Benchmark.tex new file mode 100644 index 00000000..8df11336 --- /dev/null +++ b/benchmark/results/v3.0.0/PrimAITE v3.0.0 Learning Benchmark.tex @@ -0,0 +1,122 @@ +\documentclass{article}% +\usepackage[T1]{fontenc}% +\usepackage[utf8]{inputenc}% +\usepackage{lmodern}% +\usepackage{textcomp}% +\usepackage{lastpage}% +\usepackage{geometry}% +\geometry{tmargin=2.5cm,rmargin=2.5cm,bmargin=2.5cm,lmargin=2.5cm}% +\usepackage{graphicx}% +% +\title{PrimAITE 3.0.0 Learning Benchmark}% +\author{PrimAITE Dev Team}% +\date{2024{-}06{-}01}% +% +\begin{document}% +\normalsize% +\maketitle% +\section{Introduction}% +\label{sec:Introduction}% +PrimAITE v3.0.0 was benchmarked automatically upon release. Learning rate metrics were captured to be referenced during system{-}level testing and user acceptance testing (UAT).% +\newline% +The benchmarking process consists of running 10 training session using the same config file. Each session trains an agent for 1000 episodes, with each episode consisting of 128 steps.% +\newline% +The mean reward per episode from each session is captured. This is then used to calculate a combined average reward per episode from the 10 individual sessions for smoothing. Finally, a 25{-}widow rolling average of the combined average reward per session is calculated for further smoothing. + +% +\section{System Information}% +\label{sec:SystemInformation}% +\subsection{Python}% +\label{subsec:Python}% +\begin{tabular}{|l|l|}% +\hline% +\textbf{Version}&3.8.10 (tags/v3.8.10:3d8993a, May 3 2021, 11:48:03) {[}MSC v.1928 64 bit (AMD64){]}\\% +\hline% +\end{tabular} + +% +\subsection{System}% +\label{subsec:System}% +\begin{tabular}{|l|l|}% +\hline% +\textbf{OS}&Windows\\% +\hline% +\textbf{OS Version}&10.0.19045\\% +\hline% +\textbf{Machine}&AMD64\\% +\hline% +\textbf{Processor}&Intel64 Family 6 Model 85 Stepping 4, GenuineIntel\\% +\hline% +\end{tabular} + +% +\subsection{CPU}% +\label{subsec:CPU}% +\begin{tabular}{|l|l|}% +\hline% +\textbf{Physical Cores}&6\\% +\hline% +\textbf{Total Cores}&12\\% +\hline% +\textbf{Max Frequency}&3600.00Mhz\\% +\hline% +\end{tabular} + +% +\subsection{Memory}% +\label{subsec:Memory}% +\begin{tabular}{|l|l|}% +\hline% +\textbf{Total}&63.52GB\\% +\hline% +\textbf{Swap Total}&9.50GB\\% +\hline% +\end{tabular} + +% +\section{Stats}% +\label{sec:Stats}% +\subsection{Benchmark Results}% +\label{subsec:BenchmarkResults}% +\begin{tabular}{|l|l|}% +\hline% +\textbf{Total Sessions}&10\\% +\hline% +\textbf{Total Episodes}&10010\\% +\hline% +\textbf{Total Steps}&1280000\\% +\hline% +\textbf{Av Session Duration (s)}&1569.8775\\% +\hline% +\textbf{Av Step Duration (s)}&0.0012\\% +\hline% +\textbf{Av Duration per 100 Steps per 10 Nodes (s)}&0.1226\\% +\hline% +\end{tabular} + +% +\section{Graphs}% +\label{sec:Graphs}% +\subsection{PrimAITE 3.0.0 Learning Benchmark Plot}% +\label{subsec:PrimAITE3.0.0LearningBenchmarkPlot}% + + +\begin{figure}[h!]% +\centering% +\includegraphics[width=0.8\textwidth]{D:/Projects/ARCD/PrimAITE/PrimAITE/benchmark/results/v3.0.0/PrimAITE v3.0.0 Learning Benchmark.png}% +\caption{PrimAITE 3.0.0 Learning Benchmark Plot}% +\end{figure} + +% +\subsection{PrimAITE All Versions Learning Benchmark Plot}% +\label{subsec:PrimAITEAllVersionsLearningBenchmarkPlot}% + + +\begin{figure}[h!]% +\centering% +\includegraphics[width=0.8\textwidth]{D:/Projects/ARCD/PrimAITE/PrimAITE/benchmark/results/PrimAITE Versions Learning Benchmark.png}% +\caption{PrimAITE All Versions Learning Benchmark Plot}% +\end{figure} + +% +\end{document} diff --git a/benchmark/results/v3.0.0/v3.0.0_benchmark_metadata.json b/benchmark/results/v3.0.0/v3.0.0_benchmark_metadata.json new file mode 100644 index 00000000..030d471e --- /dev/null +++ b/benchmark/results/v3.0.0/v3.0.0_benchmark_metadata.json @@ -0,0 +1,12446 @@ +{ + "start_timestamp": "2024-06-01T01:40:11.394254", + "end_datetime": "2024-06-01T06:01:52.187029", + "primaite_version": "3.0.0", + "system_info": { + "System": { + "OS": "Windows", + "OS Version": "10.0.19045", + "Machine": "AMD64", + "Processor": "Intel64 Family 6 Model 85 Stepping 4, GenuineIntel" + }, + "CPU": { + "Physical Cores": 6, + "Total Cores": 12, + "Max Frequency": 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"dest_wildcard_id": 0 + } + }, + "50": { + "action": "ROUTER_ACL_ADDRULE", + "options": { + "target_router_nodename": "router_1", + "position": 5, + "permission": 2, + "source_ip_id": 7, + "dest_ip_id": 4, + "source_port_id": 1, + "dest_port_id": 1, + "protocol_id": 3, + "source_wildcard_id": 0, + "dest_wildcard_id": 0 + } + }, + "51": { + "action": "ROUTER_ACL_ADDRULE", + "options": { + "target_router_nodename": "router_1", + "position": 6, + "permission": 2, + "source_ip_id": 8, + "dest_ip_id": 4, + "source_port_id": 1, + "dest_port_id": 1, + "protocol_id": 3, + "source_wildcard_id": 0, + "dest_wildcard_id": 0 + } + }, + "52": { + "action": "ROUTER_ACL_REMOVERULE", + "options": { + "target_router_nodename": "router_1", + "position": 0 + } + }, + "53": { + "action": "ROUTER_ACL_REMOVERULE", + "options": { + "target_router_nodename": "router_1", + "position": 1 + } + }, + "54": { + "action": "ROUTER_ACL_REMOVERULE", + "options": { + "target_router_nodename": "router_1", + "position": 2 + } + }, + "55": { + "action": "ROUTER_ACL_REMOVERULE", + "options": { + "target_router_nodename": "router_1", + "position": 3 + } + }, + "56": { + "action": "ROUTER_ACL_REMOVERULE", + "options": { + "target_router_nodename": "router_1", + "position": 4 + } + }, + "57": { + "action": "ROUTER_ACL_REMOVERULE", + "options": { + "target_router_nodename": "router_1", + "position": 5 + } + }, + "58": { + "action": "ROUTER_ACL_REMOVERULE", + "options": { + "target_router_nodename": "router_1", + "position": 6 + } + }, + "59": { + "action": "ROUTER_ACL_REMOVERULE", + "options": { + "target_router_nodename": "router_1", + "position": 7 + } + }, + "60": { + "action": "ROUTER_ACL_REMOVERULE", + "options": { + "target_router_nodename": "router_1", + "position": 8 + } + }, + "61": { + "action": "ROUTER_ACL_REMOVERULE", + "options": { + "target_router_nodename": "router_1", + "position": 9 + } + }, + "62": { + "action": "HOST_NIC_DISABLE", + "options": { + "node_id": 0, + "nic_id": 0 + } + }, + "63": { + "action": "HOST_NIC_ENABLE", + "options": { + "node_id": 0, + "nic_id": 0 + } + }, + "64": { + "action": "HOST_NIC_DISABLE", + "options": { + "node_id": 1, + "nic_id": 0 + } + }, + "65": { + "action": "HOST_NIC_ENABLE", + "options": { + "node_id": 1, + "nic_id": 0 + } + }, + "66": { + "action": "HOST_NIC_DISABLE", + "options": { + "node_id": 2, + "nic_id": 0 + } + }, + "67": { + "action": "HOST_NIC_ENABLE", + "options": { + "node_id": 2, + "nic_id": 0 + } + }, + "68": { + "action": "HOST_NIC_DISABLE", + "options": { + "node_id": 3, + "nic_id": 0 + } + }, + "69": { + "action": "HOST_NIC_ENABLE", + "options": { + "node_id": 3, + "nic_id": 0 + } + }, + "70": { + "action": "HOST_NIC_DISABLE", + "options": { + "node_id": 4, + "nic_id": 0 + } + }, + "71": { + "action": "HOST_NIC_ENABLE", + "options": { + "node_id": 4, + "nic_id": 0 + } + }, + "72": { + "action": "HOST_NIC_DISABLE", + "options": { + "node_id": 4, + "nic_id": 1 + } + }, + "73": { + "action": "HOST_NIC_ENABLE", + "options": { + "node_id": 4, + "nic_id": 1 + } + }, + "74": { + "action": "HOST_NIC_DISABLE", + "options": { + "node_id": 5, + "nic_id": 0 + } + }, + "75": { + "action": "HOST_NIC_ENABLE", + "options": { + "node_id": 5, + "nic_id": 0 + } + }, + "76": { + "action": "HOST_NIC_DISABLE", + "options": { + "node_id": 6, + "nic_id": 0 + } + }, + "77": { + "action": "HOST_NIC_ENABLE", + "options": { + "node_id": 6, + "nic_id": 0 + } + } + }, + "options": { + "nodes": [ + { + "node_name": "domain_controller" + }, + { + "node_name": "web_server", + "applications": [ + { + "application_name": "DatabaseClient" + } + ], + "services": [ + { + "service_name": "WebServer" + } + ] + }, + { + "node_name": "database_server", + "folders": [ + { + "folder_name": "database", + "files": [ + { + "file_name": "database.db" + } + ] + } + ], + "services": [ + { + "service_name": "DatabaseService" + } + ] + }, + { + "node_name": "backup_server" + }, + { + "node_name": "security_suite" + }, + { + "node_name": "client_1" + }, + { + "node_name": "client_2" + } + ], + "max_folders_per_node": 2, + "max_files_per_folder": 2, + "max_services_per_node": 2, + "max_nics_per_node": 8, + "max_acl_rules": 10, + "ip_list": [ + "192.168.1.10", + "192.168.1.12", + "192.168.1.14", + "192.168.1.16", + "192.168.1.110", + "192.168.10.21", + "192.168.10.22", + "192.168.10.110" + ] + } + }, + "reward_function": { + "reward_components": [ + { + "type": "DATABASE_FILE_INTEGRITY", + "weight": 0.4, + "options": { + "node_hostname": "database_server", + "folder_name": "database", + "file_name": "database.db" + } + }, + { + "type": "SHARED_REWARD", + "weight": 1.0, + "options": { + "agent_name": "client_1_green_user" + } + }, + { + "type": "SHARED_REWARD", + "weight": 1.0, + "options": { + "agent_name": "client_2_green_user" + } + } + ] + }, + "agent_settings": { + "flatten_obs": true + } + } + ], + "simulation": { + "network": { + "nmne_config": { + "capture_nmne": true, + "nmne_capture_keywords": [ + "DELETE" + ] + }, + "nodes": [ + { + "hostname": "router_1", + "type": "router", + "num_ports": 5, + "ports": { + "1": { + "ip_address": "192.168.1.1", + "subnet_mask": "255.255.255.0" + }, + "2": { + "ip_address": "192.168.10.1", + "subnet_mask": "255.255.255.0" + } + }, + "acl": { + "18": { + "action": "PERMIT", + "src_port": "POSTGRES_SERVER", + "dst_port": "POSTGRES_SERVER" + }, + "19": { + "action": "PERMIT", + "src_port": "DNS", + "dst_port": "DNS" + }, + "20": { + "action": "PERMIT", + "src_port": "FTP", + "dst_port": "FTP" + }, + "21": { + "action": "PERMIT", + "src_port": "HTTP", + "dst_port": "HTTP" + }, + "22": { + "action": "PERMIT", + "src_port": "ARP", + "dst_port": "ARP" + }, + "23": { + "action": "PERMIT", + "protocol": "ICMP" + } + } + }, + { + "hostname": "switch_1", + "type": "switch", + "num_ports": 8 + }, + { + "hostname": "switch_2", + "type": "switch", + "num_ports": 8 + }, + { + "hostname": "domain_controller", + "type": "server", + "ip_address": "192.168.1.10", + "subnet_mask": "255.255.255.0", + "default_gateway": "192.168.1.1", + "services": [ + { + "type": "DNSServer", + "options": { + "domain_mapping": { + "arcd.com": "192.168.1.12" + } + } + } + ] + }, + { + "hostname": "web_server", + "type": "server", + "ip_address": "192.168.1.12", + "subnet_mask": "255.255.255.0", + "default_gateway": "192.168.1.1", + "dns_server": "192.168.1.10", + "services": [ + { + "type": "WebServer" + } + ], + "applications": [ + { + "type": "DatabaseClient", + "options": { + "db_server_ip": "192.168.1.14" + } + } + ] + }, + { + "hostname": "database_server", + "type": "server", + "ip_address": "192.168.1.14", + "subnet_mask": "255.255.255.0", + "default_gateway": "192.168.1.1", + "dns_server": "192.168.1.10", + "services": [ + { + "type": "DatabaseService", + "options": { + "backup_server_ip": "192.168.1.16" + } + }, + { + "type": "FTPClient" + } + ] + }, + { + "hostname": "backup_server", + "type": "server", + "ip_address": "192.168.1.16", + "subnet_mask": "255.255.255.0", + "default_gateway": "192.168.1.1", + "dns_server": "192.168.1.10", + "services": [ + { + "type": "FTPServer" + } + ] + }, + { + "hostname": "security_suite", + "type": "server", + "ip_address": "192.168.1.110", + "subnet_mask": "255.255.255.0", + "default_gateway": "192.168.1.1", + "dns_server": "192.168.1.10", + "network_interfaces": { + "2": { + "ip_address": "192.168.10.110", + "subnet_mask": "255.255.255.0" + } + } + }, + { + "hostname": "client_1", + "type": "computer", + "ip_address": "192.168.10.21", + "subnet_mask": "255.255.255.0", + "default_gateway": "192.168.10.1", + "dns_server": "192.168.1.10", + "applications": [ + { + "type": "DataManipulationBot", + "options": { + "port_scan_p_of_success": 0.8, + "data_manipulation_p_of_success": 0.8, + "payload": "DELETE", + "server_ip": "192.168.1.14" + } + }, + { + "type": "WebBrowser", + "options": { + "target_url": "http://arcd.com/users/" + } + }, + { + "type": "DatabaseClient", + "options": { + "db_server_ip": "192.168.1.14" + } + } + ], + "services": [ + { + "type": "DNSClient" + } + ] + }, + { + "hostname": "client_2", + "type": "computer", + "ip_address": "192.168.10.22", + "subnet_mask": "255.255.255.0", + "default_gateway": "192.168.10.1", + "dns_server": "192.168.1.10", + "applications": [ + { + "type": "WebBrowser", + "options": { + "target_url": "http://arcd.com/users/" + } + }, + { + "type": "DataManipulationBot", + "options": { + "port_scan_p_of_success": 0.8, + "data_manipulation_p_of_success": 0.8, + "payload": "DELETE", + "server_ip": "192.168.1.14" + } + }, + { + "type": "DatabaseClient", + "options": { + "db_server_ip": "192.168.1.14" + } + } + ], + "services": [ + { + "type": "DNSClient" + } + ] + } + ], + "links": [ + { + "endpoint_a_hostname": "router_1", + "endpoint_a_port": 1, + "endpoint_b_hostname": "switch_1", + "endpoint_b_port": 8 + }, + { + "endpoint_a_hostname": "router_1", + "endpoint_a_port": 2, + "endpoint_b_hostname": "switch_2", + "endpoint_b_port": 8 + }, + { + "endpoint_a_hostname": "switch_1", + "endpoint_a_port": 1, + "endpoint_b_hostname": "domain_controller", + "endpoint_b_port": 1 + }, + { + "endpoint_a_hostname": "switch_1", + "endpoint_a_port": 2, + "endpoint_b_hostname": "web_server", + "endpoint_b_port": 1 + }, + { + "endpoint_a_hostname": "switch_1", + "endpoint_a_port": 3, + "endpoint_b_hostname": "database_server", + "endpoint_b_port": 1 + }, + { + "endpoint_a_hostname": "switch_1", + "endpoint_a_port": 4, + "endpoint_b_hostname": "backup_server", + "endpoint_b_port": 1 + }, + { + "endpoint_a_hostname": "switch_1", + "endpoint_a_port": 7, + "endpoint_b_hostname": "security_suite", + "endpoint_b_port": 1 + }, + { + "endpoint_a_hostname": "switch_2", + "endpoint_a_port": 1, + "endpoint_b_hostname": "client_1", + "endpoint_b_port": 1 + }, + { + "endpoint_a_hostname": "switch_2", + "endpoint_a_port": 2, + "endpoint_b_hostname": "client_2", + "endpoint_b_port": 1 + }, + { + "endpoint_a_hostname": "switch_2", + "endpoint_a_port": 7, + "endpoint_b_hostname": "security_suite", + "endpoint_b_port": 2 + } + ] + } + } + } +} diff --git a/src/primaite/VERSION b/src/primaite/VERSION index 9e0b71d0..4a36342f 100644 --- a/src/primaite/VERSION +++ b/src/primaite/VERSION @@ -1 +1 @@ -3.0.0b9 +3.0.0 From 18e68863810a92b0ec6526d5ffef31857549ab43 Mon Sep 17 00:00:00 2001 From: "Archer.Bowen" Date: Mon, 3 Jun 2024 15:51:14 +0100 Subject: [PATCH 24/40] User guide updates --- docs/source/varying_config_files.rst | 2 +- .../Data-Manipulation-Customising-Red-Agent.ipynb | 8 +++++--- .../notebooks/Data-Manipulation-E2E-Demonstration.ipynb | 8 +++++--- .../notebooks/Getting-Information-Out-Of-PrimAITE.ipynb | 4 +++- src/primaite/notebooks/Requests-and-Responses.ipynb | 4 +++- .../notebooks/Training-an-RLLIB-MARL-System.ipynb | 6 ++++-- src/primaite/notebooks/Training-an-RLLib-Agent.ipynb | 5 ++++- src/primaite/notebooks/Training-an-SB3-Agent.ipynb | 4 +++- src/primaite/notebooks/Using-Episode-Schedules.ipynb | 4 +++- src/primaite/notebooks/multi-processing.ipynb | 6 +++++- 10 files changed, 36 insertions(+), 15 deletions(-) diff --git a/docs/source/varying_config_files.rst b/docs/source/varying_config_files.rst index 34b83895..285653c6 100644 --- a/docs/source/varying_config_files.rst +++ b/docs/source/varying_config_files.rst @@ -24,7 +24,7 @@ For each variation that could be used in a placeholder, there is a separate yaml The data that fills the placeholder is defined as a YAML Anchor in a separate file, denoted by an ampersand ``&anchor``. -Learn more about YAML Aliases and Anchors here. +Learn more about YAML Aliases and Anchors `here `_. Schedule ******** diff --git a/src/primaite/notebooks/Data-Manipulation-Customising-Red-Agent.ipynb b/src/primaite/notebooks/Data-Manipulation-Customising-Red-Agent.ipynb index 21d67bab..2f831148 100644 --- a/src/primaite/notebooks/Data-Manipulation-Customising-Red-Agent.ipynb +++ b/src/primaite/notebooks/Data-Manipulation-Customising-Red-Agent.ipynb @@ -4,13 +4,15 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Customising red agents\n", + "# Customising UC2 Data Manipulation Red Agent\n", + "\n", + "© Crown-owned copyright 2024, Defence Science and Technology Laboratory UK\n", "\n", "This notebook will go over some examples of how red agent behaviour can be varied by changing its configuration parameters.\n", "\n", "First, let's load the standard Data Manipulation config file, and see what the red agent does.\n", "\n", - "*(For a full explanation of the Data Manipulation scenario, check out the notebook `Data-Manipulation-E2E-Demonstration.ipynb`)*" + "*(For a full explanation of the Data Manipulation scenario, check out the notebook Data Manipulation Scearnio notebook)*" ] }, { @@ -456,7 +458,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.12" + "version": "3.10.11" } }, "nbformat": 4, diff --git a/src/primaite/notebooks/Data-Manipulation-E2E-Demonstration.ipynb b/src/primaite/notebooks/Data-Manipulation-E2E-Demonstration.ipynb index e0f79795..b3a90cc0 100644 --- a/src/primaite/notebooks/Data-Manipulation-E2E-Demonstration.ipynb +++ b/src/primaite/notebooks/Data-Manipulation-E2E-Demonstration.ipynb @@ -4,7 +4,9 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Data Manipulation Scenario\n" + "# Data Manipulation Scenario\n", + "\n", + "© Crown-owned copyright 2024, Defence Science and Technology Laboratory UK" ] }, { @@ -79,7 +81,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Reinforcement learning details" + "## Reinforcement learning details" ] }, { @@ -692,7 +694,7 @@ ], "metadata": { "kernelspec": { - "display_name": "venv", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, diff --git a/src/primaite/notebooks/Getting-Information-Out-Of-PrimAITE.ipynb b/src/primaite/notebooks/Getting-Information-Out-Of-PrimAITE.ipynb index 25dec889..c3f97965 100644 --- a/src/primaite/notebooks/Getting-Information-Out-Of-PrimAITE.ipynb +++ b/src/primaite/notebooks/Getting-Information-Out-Of-PrimAITE.ipynb @@ -4,7 +4,9 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Getting information out of PrimAITE" + "# Getting information out of PrimAITE\n", + "\n", + "© Crown-owned copyright 2024, Defence Science and Technology Laboratory UK" ] }, { diff --git a/src/primaite/notebooks/Requests-and-Responses.ipynb b/src/primaite/notebooks/Requests-and-Responses.ipynb index aa3fddf9..54669146 100644 --- a/src/primaite/notebooks/Requests-and-Responses.ipynb +++ b/src/primaite/notebooks/Requests-and-Responses.ipynb @@ -6,7 +6,9 @@ "source": [ "# Requests and Responses\n", "\n", - "Agents interact with the PrimAITE simulation via the Request system.\n" + "Agents interact with the PrimAITE simulation via the Request system.\n", + "\n", + "© Crown-owned copyright 2024, Defence Science and Technology Laboratory UK" ] }, { diff --git a/src/primaite/notebooks/Training-an-RLLIB-MARL-System.ipynb b/src/primaite/notebooks/Training-an-RLLIB-MARL-System.ipynb index 5ffb19ad..307b4a7e 100644 --- a/src/primaite/notebooks/Training-an-RLLIB-MARL-System.ipynb +++ b/src/primaite/notebooks/Training-an-RLLIB-MARL-System.ipynb @@ -4,7 +4,9 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Train a Multi agent system using RLLIB\n", + "# Train a Multi agent system using RLLIB\n", + "\n", + "© Crown-owned copyright 2024, Defence Science and Technology Laboratory UK\n", "\n", "This notebook will demonstrate how to use the `PrimaiteRayMARLEnv` to train a very basic system with two PPO agents." ] @@ -106,7 +108,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.12" + "version": "3.10.8" } }, "nbformat": 4, diff --git a/src/primaite/notebooks/Training-an-RLLib-Agent.ipynb b/src/primaite/notebooks/Training-an-RLLib-Agent.ipynb index fbc5f4c6..ac64689f 100644 --- a/src/primaite/notebooks/Training-an-RLLib-Agent.ipynb +++ b/src/primaite/notebooks/Training-an-RLLib-Agent.ipynb @@ -5,6 +5,9 @@ "metadata": {}, "source": [ "## Train a Single agent system using RLLib\n", + "\n", + "© Crown-owned copyright 2024, Defence Science and Technology Laboratory UK\n", + "\n", "This notebook will demonstrate how to use PrimaiteRayEnv to train a basic PPO agent." ] }, @@ -96,7 +99,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.12" + "version": "3.10.8" } }, "nbformat": 4, diff --git a/src/primaite/notebooks/Training-an-SB3-Agent.ipynb b/src/primaite/notebooks/Training-an-SB3-Agent.ipynb index 1e247e81..8a5b852b 100644 --- a/src/primaite/notebooks/Training-an-SB3-Agent.ipynb +++ b/src/primaite/notebooks/Training-an-SB3-Agent.ipynb @@ -6,6 +6,8 @@ "source": [ "# Training an SB3 Agent\n", "\n", + "© Crown-owned copyright 2024, Defence Science and Technology Laboratory UK\n", + "\n", "This notebook will demonstrate how to use primaite to create and train a PPO agent, using a pre-defined configuration file." ] }, @@ -180,7 +182,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.12" + "version": "3.10.8" } }, "nbformat": 4, diff --git a/src/primaite/notebooks/Using-Episode-Schedules.ipynb b/src/primaite/notebooks/Using-Episode-Schedules.ipynb index fc9e04f7..692a52b3 100644 --- a/src/primaite/notebooks/Using-Episode-Schedules.ipynb +++ b/src/primaite/notebooks/Using-Episode-Schedules.ipynb @@ -6,6 +6,8 @@ "source": [ "# Using Episode Schedules\n", "\n", + "© Crown-owned copyright 2024, Defence Science and Technology Laboratory UK\n", + "\n", "PrimAITE supports the ability to use different variations on a scenario at different episodes. This can be used to increase \n", "domain randomisation to prevent overfitting, or to set up curriculum learning to train agents to perform more complicated tasks.\n", "\n", @@ -326,7 +328,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.12" + "version": "3.10.11" } }, "nbformat": 4, diff --git a/src/primaite/notebooks/multi-processing.ipynb b/src/primaite/notebooks/multi-processing.ipynb index 2b806e7c..4880b48c 100644 --- a/src/primaite/notebooks/multi-processing.ipynb +++ b/src/primaite/notebooks/multi-processing.ipynb @@ -4,7 +4,11 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Simple multi-processing demo using SubprocVecEnv from SB3" + "# Simple Multi-processing demonstration \n", + "\n", + "© Crown-owned copyright 2024, Defence Science and Technology Laboratory UK\n", + "\n", + "This note book uses SubprocVecEnv from SB3 for multi-processing." ] }, { From 5c23276be541564917003201bb480c44cfce1b24 Mon Sep 17 00:00:00 2001 From: Czar Echavez Date: Tue, 4 Jun 2024 13:17:26 +0100 Subject: [PATCH 25/40] #2610: removed tap logic from ransomware script --- .../red_applications/ransomware_script.py | 122 +----------------- .../test_ransomware_script.py | 1 - 2 files changed, 4 insertions(+), 119 deletions(-) diff --git a/src/primaite/simulator/system/applications/red_applications/ransomware_script.py b/src/primaite/simulator/system/applications/red_applications/ransomware_script.py index 8acc07b4..fb8fbe8a 100644 --- a/src/primaite/simulator/system/applications/red_applications/ransomware_script.py +++ b/src/primaite/simulator/system/applications/red_applications/ransomware_script.py @@ -22,21 +22,9 @@ class RansomwareAttackStage(IntEnum): NOT_STARTED = 0 "Indicates that the attack has not started yet." - DOWNLOAD = 1 - "Installing the Encryption Script - Testing" - INSTALL = 2 - "The stage where logon procedures are simulated." - ACTIVATE = 3 - "Operating Status Changes" - PROPAGATE = 4 - "Represents the stage of performing a horizontal port scan on the target." - COMMAND_AND_CONTROL = 5 - "Represents the stage of setting up a rely C2 Beacon (Not Implemented)" - PAYLOAD = 6 - "Stage of actively attacking the target." - SUCCEEDED = 7 + SUCCEEDED = 1 "Indicates the attack has been successfully completed." - FAILED = 8 + FAILED = 2 "Signifies that the attack has failed." @@ -56,10 +44,6 @@ class RansomwareScript(Application): """Password required to access the database.""" payload: Optional[str] = "ENCRYPT" "Payload String for the payload stage" - target_scan_p_of_success: float = 0.9 - "Probability of the target scan succeeding: Default 0.9" - c2_beacon_p_of_success: float = 0.9 - "Probability of the c2 beacon setup stage succeeding: Default 0.9" ransomware_encrypt_p_of_success: float = 0.9 "Probability of the ransomware attack succeeding: Default 0.9" repeat: bool = False @@ -90,7 +74,7 @@ class RansomwareScript(Application): @property def _host_db_client(self) -> DatabaseClient: """Return the database client that is installed on the same machine as the Ransomware Script.""" - db_client = self.software_manager.software.get("DatabaseClient") + db_client: DatabaseClient = self.software_manager.software.get("DatabaseClient") if db_client is None: self.sys_log.warning(f"{self.__class__.__name__} cannot find a database client on its host.") return db_client @@ -108,16 +92,6 @@ class RansomwareScript(Application): ) return rm - def _activate(self): - """ - Simulate the install process as the initial stage of the attack. - - Advances the attack stage to 'ACTIVATE' attack state. - """ - if self.attack_stage == RansomwareAttackStage.INSTALL: - self.sys_log.info(f"{self.name}: Activated!") - self.attack_stage = RansomwareAttackStage.ACTIVATE - def run(self) -> bool: """Calls the parent classes execute method before starting the application loop.""" super().run() @@ -133,12 +107,6 @@ class RansomwareScript(Application): return False if self.server_ip_address and self.payload: self.sys_log.info(f"{self.name}: Running") - self.attack_stage = RansomwareAttackStage.NOT_STARTED - self._local_download() - self._install() - self._activate() - self._perform_target_scan() - self._setup_beacon() self._perform_ransomware_encrypt() if self.repeat and self.attack_stage in ( @@ -156,8 +124,6 @@ class RansomwareScript(Application): server_ip_address: IPv4Address, server_password: Optional[str] = None, payload: Optional[str] = None, - target_scan_p_of_success: Optional[float] = None, - c2_beacon_p_of_success: Optional[float] = None, ransomware_encrypt_p_of_success: Optional[float] = None, repeat: bool = True, ): @@ -167,8 +133,6 @@ class RansomwareScript(Application): :param server_ip_address: The IP address of the Node the DatabaseService is on. :param server_password: The password on the DatabaseService. :param payload: The attack stage query (Encrypt / Delete) - :param target_scan_p_of_success: The probability of success for the target scan stage. - :param c2_beacon_p_of_success: The probability of success for the c2_beacon stage :param ransomware_encrypt_p_of_success: The probability of success for the ransomware 'attack' (encrypt) stage. :param repeat: Whether to repeat attacking once finished. """ @@ -178,10 +142,6 @@ class RansomwareScript(Application): self.server_password = server_password if payload: self.payload = payload - if target_scan_p_of_success: - self.target_scan_p_of_success = target_scan_p_of_success - if c2_beacon_p_of_success: - self.c2_beacon_p_of_success = c2_beacon_p_of_success if ransomware_encrypt_p_of_success: self.ransomware_encrypt_p_of_success = ransomware_encrypt_p_of_success if repeat: @@ -191,56 +151,6 @@ class RansomwareScript(Application): f"{repeat=}." ) - def _install(self): - """ - Simulate the install stage in the kill-chain. - - Advances the attack stage to 'ACTIVATE' if successful. - - From this attack stage onwards. - the ransomware application is now visible from this point onwardin the observation space. - """ - if self.attack_stage == RansomwareAttackStage.DOWNLOAD: - self.sys_log.info(f"{self.name}: Malware installed on the local file system") - downloads_folder = self.file_system.get_folder(folder_name="downloads") - ransomware_file = downloads_folder.get_file(file_name="ransom_script.pdf") - ransomware_file.num_access += 1 - self.attack_stage = RansomwareAttackStage.INSTALL - - def _setup_beacon(self): - """ - Simulates setting up a c2 beacon; currently a pseudo step for increasing red variance. - - Advances the attack stage to 'COMMAND AND CONTROL` if successful. - - :param p_of_sucess: Probability of a successful c2 setup (Advancing this step), - by default the success rate is 0.5 - """ - if self.attack_stage == RansomwareAttackStage.PROPAGATE: - self.sys_log.info(f"{self.name} Attempting to set up C&C Beacon - Scan 1/2") - if simulate_trial(self.c2_beacon_p_of_success): - self.sys_log.info(f"{self.name} C&C Successful setup - Scan 2/2") - c2c_setup = True # TODO Implement the c2c step via an FTP Application/Service - if c2c_setup: - self.attack_stage = RansomwareAttackStage.COMMAND_AND_CONTROL - - def _perform_target_scan(self): - """ - Perform a simulated port scan to check for open SQL ports. - - Advances the attack stage to `PROPAGATE` if successful. - - :param p_of_success: Probability of successful port scan, by default 0.1. - """ - if self.attack_stage == RansomwareAttackStage.ACTIVATE: - # perform a port scan to identify that the SQL port is open on the server - self.sys_log.info(f"{self.name}: Scanning for vulnerable databases - Scan 0/2") - if simulate_trial(self.target_scan_p_of_success): - self.sys_log.info(f"{self.name}: Found a target database! Scan 1/2") - port_is_open = True # TODO Implement a NNME Triggering scan as a seperate Red Application - if port_is_open: - self.attack_stage = RansomwareAttackStage.PROPAGATE - def attack(self) -> bool: """Perform the attack steps after opening the application.""" if not self._can_perform_action(): @@ -259,7 +169,6 @@ class RansomwareScript(Application): Execute the Ransomware Encrypt payload on the target. Advances the attack stage to `COMPLETE` if successful, or 'FAILED' if unsuccessful. - :param p_of_success: Probability of successfully performing ransomware encryption, by default 0.1. """ if self._host_db_client is None: self.sys_log.info(f"{self.name}: Failed to connect to db_client - Ransomware Script") @@ -268,7 +177,7 @@ class RansomwareScript(Application): self._host_db_client.server_ip_address = self.server_ip_address self._host_db_client.server_password = self.server_password - if self.attack_stage == RansomwareAttackStage.COMMAND_AND_CONTROL: + if self.attack_stage == RansomwareAttackStage.NOT_STARTED: if simulate_trial(self.ransomware_encrypt_p_of_success): self.sys_log.info(f"{self.name}: Attempting to launch payload") if not self._db_connection: @@ -285,26 +194,3 @@ class RansomwareScript(Application): else: self.sys_log.warning("Attack Attempted to launch too quickly") self.attack_stage = RansomwareAttackStage.FAILED - - def _local_download(self): - """Downloads itself via the onto the local file_system.""" - if self.attack_stage == RansomwareAttackStage.NOT_STARTED: - if self._local_download_verify(): - self.attack_stage = RansomwareAttackStage.DOWNLOAD - else: - self.sys_log.info("Malware failed to create a installation location") - self.attack_stage = RansomwareAttackStage.FAILED - else: - self.sys_log.info("Malware failed to download") - self.attack_stage = RansomwareAttackStage.FAILED - - def _local_download_verify(self) -> bool: - """Verifies a download location - Creates one if needed.""" - for folder in self.file_system.folders: - if self.file_system.folders[folder].name == "downloads": - self.file_system.num_file_creations += 1 - return True - - self.file_system.create_folder("downloads") - self.file_system.create_file(folder_name="downloads", file_name="ransom_script.pdf") - return True diff --git a/tests/integration_tests/system/red_applications/test_ransomware_script.py b/tests/integration_tests/system/red_applications/test_ransomware_script.py index 9a04610b..4ae7f92f 100644 --- a/tests/integration_tests/system/red_applications/test_ransomware_script.py +++ b/tests/integration_tests/system/red_applications/test_ransomware_script.py @@ -123,7 +123,6 @@ def test_repeating_ransomware_script_attack(ransomware_script_and_db_server): assert RansomwareScript.attack_stage == RansomwareAttackStage.SUCCEEDED assert db_server_service.db_file.health_status is FileSystemItemHealthStatus.CORRUPT - assert computer.file_system.num_file_creations == 1 computer.apply_timestep(timestep=1) computer.pre_timestep(timestep=1) From dbc30fc296e08103102d73b8bfa2d48940b97aff Mon Sep 17 00:00:00 2001 From: Czar Echavez Date: Wed, 5 Jun 2024 11:03:39 +0100 Subject: [PATCH 26/40] #2628: commit --- benchmark/benchmark.py | 21 ++++++ benchmark/primaite_benchmark.py | 25 +++---- benchmark/{utils => }/report.py | 2 +- benchmark/{utils => }/utils.py | 0 benchmark/utils/benchmark.py | 122 -------------------------------- 5 files changed, 33 insertions(+), 137 deletions(-) create mode 100644 benchmark/benchmark.py rename benchmark/{utils => }/report.py (99%) rename benchmark/{utils => }/utils.py (100%) delete mode 100644 benchmark/utils/benchmark.py diff --git a/benchmark/benchmark.py b/benchmark/benchmark.py new file mode 100644 index 00000000..5212b5d2 --- /dev/null +++ b/benchmark/benchmark.py @@ -0,0 +1,21 @@ +from typing import Any, Dict, Optional, Tuple + +from gymnasium.core import ObsType + +from primaite.session.environment import PrimaiteGymEnv + + +class BenchmarkPrimaiteGymEnv(PrimaiteGymEnv): + """ + Class that extends the PrimaiteGymEnv. + + The reset method is extended so that the average rewards per episode are recorded. + """ + + total_time_steps: int = 0 + + def reset(self, seed: Optional[int] = None) -> Tuple[ObsType, Dict[str, Any]]: + """Overrides the PrimAITEGymEnv reset so that the total timesteps is saved.""" + self.total_time_steps += self.game.step_counter + + return super().reset(seed=seed) diff --git a/benchmark/primaite_benchmark.py b/benchmark/primaite_benchmark.py index a6bf908d..296f8cc8 100644 --- a/benchmark/primaite_benchmark.py +++ b/benchmark/primaite_benchmark.py @@ -4,11 +4,11 @@ from datetime import datetime from pathlib import Path from typing import Any, Dict, Final, Tuple +from report import build_benchmark_latex_report from stable_baselines3 import PPO import primaite -from benchmark.utils.benchmark import BenchmarkPrimaiteGymEnv -from benchmark.utils.report import build_benchmark_latex_report +from benchmark import BenchmarkPrimaiteGymEnv from primaite.config.load import data_manipulation_config_path _LOGGER = primaite.getLogger(__name__) @@ -65,15 +65,12 @@ class BenchmarkSession: """Run the training session.""" # start timer for session self.start_time = datetime.now() - - model = PPO( - policy="MlpPolicy", - env=self.gym_env, - learning_rate=self.learning_rate, - n_steps=self.num_steps * self.num_episodes, - batch_size=self.num_steps * self.num_episodes, - ) - model.learn(total_timesteps=self.num_episodes * self.num_steps) + # TODO check these parameters are correct + # EPISODE_LEN = 10 + TOTAL_TIMESTEPS = 131072 + LEARNING_RATE = 3e-4 + model = PPO("MlpPolicy", self.gym_env, learning_rate=LEARNING_RATE, verbose=0, tensorboard_log="./PPO_UC2/") + model.learn(total_timesteps=TOTAL_TIMESTEPS) # end timer for session self.end_time = datetime.now() @@ -142,10 +139,10 @@ def _prepare_session_directory(): def run( - number_of_sessions: int = 10, - num_episodes: int = 1000, + number_of_sessions: int = 5, + num_episodes: int = 512, num_timesteps: int = 128, - batch_size: int = 1280, + batch_size: int = 128, learning_rate: float = 3e-4, ) -> None: # 10 # 1000 # 256 """Run the PrimAITE benchmark.""" diff --git a/benchmark/utils/report.py b/benchmark/report.py similarity index 99% rename from benchmark/utils/report.py rename to benchmark/report.py index b0b0e52a..d4d8ec76 100644 --- a/benchmark/utils/report.py +++ b/benchmark/report.py @@ -14,9 +14,9 @@ from pylatex import Command, Document from pylatex import Figure as LatexFigure from pylatex import Section, Subsection, Tabular from pylatex.utils import bold +from utils import _get_system_info import primaite -from benchmark.utils.utils import _get_system_info PLOT_CONFIG = { "size": {"auto_size": False, "width": 1500, "height": 900}, diff --git a/benchmark/utils/utils.py b/benchmark/utils.py similarity index 100% rename from benchmark/utils/utils.py rename to benchmark/utils.py diff --git a/benchmark/utils/benchmark.py b/benchmark/utils/benchmark.py deleted file mode 100644 index fc457a03..00000000 --- a/benchmark/utils/benchmark.py +++ /dev/null @@ -1,122 +0,0 @@ -from datetime import datetime -from typing import Any, Dict, List, Optional, Tuple - -from gymnasium.core import ObsType - -from primaite.session.environment import PrimaiteGymEnv - - -class BenchmarkPrimaiteGymEnv(PrimaiteGymEnv): - """ - Class that extends the PrimaiteGymEnv. - - The reset method is extended so that the average rewards per episode are recorded. - """ - - total_time_steps: int = 0 - - def reset(self, seed: Optional[int] = None) -> Tuple[ObsType, Dict[str, Any]]: - """Overrides the PrimAITEGymEnv reset so that the total timesteps is saved.""" - self.total_time_steps += self.game.step_counter - - return super().reset(seed=seed) - - -##################################### -# IGNORE BELOW FOR NOW -##################################### - - -class BenchMarkOSInfo: - """Operating System Information about the machine that run the benchmark.""" - - operating_system: str - """The operating system the benchmark was run on.""" - - operating_system_version: str - """The operating system version the benchmark was run on.""" - - machine: str - """The type of machine running the benchmark.""" - - processor: str - """The processor used to run the benchmark.""" - - -class BenchMarkCPUInfo: - """CPU Information of the machine that ran the benchmark.""" - - physical_cores: int - """The number of CPU cores the machine that ran the benchmark had.""" - - total_cores: int - """The number of total cores the machine that run the benchmark had.""" - - max_frequency: int - """The CPU's maximum clock speed.""" - - -class BenchMarkMemoryInfo: - """The Memory Information of the machine that ran the benchmark.""" - - total: str - """The total amount of memory.""" - - swap_total: str - """Virtual memory.""" - - -class BenchMarkGPUInfo: - """The GPU Information of the machine that ran the benchmark.""" - - name: str - """GPU name.""" - - total_memory: str - """GPU memory.""" - - -class BenchMarkSystemInfo: - """Overall system information of the machine that ran the benchmark.""" - - system: BenchMarkOSInfo - cpu: BenchMarkCPUInfo - memory: BenchMarkMemoryInfo - gpu: List[BenchMarkMemoryInfo] - - -class BenchMarkResult: - """Class containing the relevant benchmark results.""" - - benchmark_start_time: datetime - """Start time of the benchmark run.""" - - benchmark_end_time: datetime - """End time of the benchmark run.""" - - primaite_version: str - """The version of PrimAITE being benchmarked.""" - - system_info: BenchMarkSystemInfo - """System information of the machine that ran the benchmark.""" - - total_sessions: int - """The number of sessions that the benchmark ran.""" - - total_episodes: int - """The number of episodes over all the sessions that the benchmark ran.""" - - total_timesteps: int - """The number of timesteps over all the sessions that the benchmark ran.""" - - average_seconds_per_session: float - """The average time per session.""" - - average_seconds_per_step: float - """The average time per step.""" - - average_seconds_per_100_steps_and_10_nodes: float - """The average time per 100 steps on a 10 node network.""" - - combined_average_reward_per_episode: Dict - """tbd.""" From 86092604e21ce5d433fd2e601c0fc04b35c50b6f Mon Sep 17 00:00:00 2001 From: Chris McCarthy Date: Wed, 5 Jun 2024 19:39:39 +0100 Subject: [PATCH 27/40] #2628 - ran the primaite v3 benchmarking script --- benchmark/primaite_benchmark.py | 45 +- .../PrimAITE Versions Learning Benchmark.png | Bin 92712 -> 92676 bytes .../PrimAITE v3.0.0 Learning Benchmark.pdf | Bin 0 -> 357074 bytes .../PrimAITE v3.0.0 Learning Benchmark.png | Bin 420875 -> 303102 bytes .../PrimAITE v3.0.0 Learning Benchmark.tex | 122 - .../v3.0.0/v3.0.0_benchmark_metadata.json | 17040 ++++++---------- 6 files changed, 6046 insertions(+), 11161 deletions(-) create mode 100644 benchmark/results/v3.0.0/PrimAITE v3.0.0 Learning Benchmark.pdf delete mode 100644 benchmark/results/v3.0.0/PrimAITE v3.0.0 Learning Benchmark.tex diff --git a/benchmark/primaite_benchmark.py b/benchmark/primaite_benchmark.py index 296f8cc8..ac38e360 100644 --- a/benchmark/primaite_benchmark.py +++ b/benchmark/primaite_benchmark.py @@ -33,7 +33,10 @@ class BenchmarkSession: num_episodes: int """Number of episodes to run the training session.""" - num_steps: int + episode_len: int + """The number of steps per episode.""" + + total_steps: int """Number of steps to run the training session.""" batch_size: int @@ -52,12 +55,20 @@ class BenchmarkSession: """Dict containing the metadata for the session - used to generate benchmark report.""" def __init__( - self, gym_env: BenchmarkPrimaiteGymEnv, num_episodes: int, num_steps: int, batch_size: int, learning_rate: float + self, + gym_env: BenchmarkPrimaiteGymEnv, + episode_len: int, + num_episodes: int, + n_steps: int, + batch_size: int, + learning_rate: float, ): """Initialise the BenchmarkSession.""" self.gym_env = gym_env + self.episode_len = episode_len + self.n_steps = n_steps self.num_episodes = num_episodes - self.num_steps = num_steps + self.total_steps = self.num_episodes * self.episode_len self.batch_size = batch_size self.learning_rate = learning_rate @@ -65,12 +76,16 @@ class BenchmarkSession: """Run the training session.""" # start timer for session self.start_time = datetime.now() - # TODO check these parameters are correct - # EPISODE_LEN = 10 - TOTAL_TIMESTEPS = 131072 - LEARNING_RATE = 3e-4 - model = PPO("MlpPolicy", self.gym_env, learning_rate=LEARNING_RATE, verbose=0, tensorboard_log="./PPO_UC2/") - model.learn(total_timesteps=TOTAL_TIMESTEPS) + model = PPO( + policy="MlpPolicy", + env=self.gym_env, + learning_rate=self.learning_rate, + n_steps=self.n_steps, + batch_size=self.batch_size, + verbose=0, + tensorboard_log="./PPO_UC2/", + ) + model.learn(total_timesteps=self.total_steps) # end timer for session self.end_time = datetime.now() @@ -140,11 +155,12 @@ def _prepare_session_directory(): def run( number_of_sessions: int = 5, - num_episodes: int = 512, - num_timesteps: int = 128, - batch_size: int = 128, + num_episodes: int = 1000, + episode_len: int = 128, + n_steps: int = 1280, + batch_size: int = 32, learning_rate: float = 3e-4, -) -> None: # 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b/benchmark/results/v3.0.0/PrimAITE v3.0.0 Learning Benchmark.tex deleted file mode 100644 index 8df11336..00000000 --- a/benchmark/results/v3.0.0/PrimAITE v3.0.0 Learning Benchmark.tex +++ /dev/null @@ -1,122 +0,0 @@ -\documentclass{article}% -\usepackage[T1]{fontenc}% -\usepackage[utf8]{inputenc}% -\usepackage{lmodern}% -\usepackage{textcomp}% -\usepackage{lastpage}% -\usepackage{geometry}% -\geometry{tmargin=2.5cm,rmargin=2.5cm,bmargin=2.5cm,lmargin=2.5cm}% -\usepackage{graphicx}% -% -\title{PrimAITE 3.0.0 Learning Benchmark}% -\author{PrimAITE Dev Team}% -\date{2024{-}06{-}01}% -% -\begin{document}% -\normalsize% -\maketitle% -\section{Introduction}% -\label{sec:Introduction}% -PrimAITE v3.0.0 was benchmarked automatically upon release. Learning rate metrics were captured to be referenced during system{-}level testing and user acceptance testing (UAT).% -\newline% -The benchmarking process consists of running 10 training session using the same config file. Each session trains an agent for 1000 episodes, with each episode consisting of 128 steps.% -\newline% -The mean reward per episode from each session is captured. This is then used to calculate a combined average reward per episode from the 10 individual sessions for smoothing. Finally, a 25{-}widow rolling average of the combined average reward per session is calculated for further smoothing. - -% -\section{System Information}% -\label{sec:SystemInformation}% -\subsection{Python}% -\label{subsec:Python}% -\begin{tabular}{|l|l|}% -\hline% -\textbf{Version}&3.8.10 (tags/v3.8.10:3d8993a, May 3 2021, 11:48:03) {[}MSC v.1928 64 bit (AMD64){]}\\% -\hline% -\end{tabular} - -% -\subsection{System}% -\label{subsec:System}% -\begin{tabular}{|l|l|}% -\hline% -\textbf{OS}&Windows\\% -\hline% -\textbf{OS Version}&10.0.19045\\% -\hline% -\textbf{Machine}&AMD64\\% -\hline% -\textbf{Processor}&Intel64 Family 6 Model 85 Stepping 4, GenuineIntel\\% -\hline% -\end{tabular} - -% -\subsection{CPU}% -\label{subsec:CPU}% -\begin{tabular}{|l|l|}% -\hline% -\textbf{Physical Cores}&6\\% -\hline% -\textbf{Total Cores}&12\\% -\hline% -\textbf{Max Frequency}&3600.00Mhz\\% -\hline% -\end{tabular} - -% -\subsection{Memory}% -\label{subsec:Memory}% -\begin{tabular}{|l|l|}% -\hline% -\textbf{Total}&63.52GB\\% -\hline% -\textbf{Swap Total}&9.50GB\\% -\hline% -\end{tabular} - -% -\section{Stats}% -\label{sec:Stats}% -\subsection{Benchmark Results}% -\label{subsec:BenchmarkResults}% -\begin{tabular}{|l|l|}% -\hline% -\textbf{Total Sessions}&10\\% -\hline% -\textbf{Total Episodes}&10010\\% -\hline% -\textbf{Total Steps}&1280000\\% -\hline% -\textbf{Av Session Duration (s)}&1569.8775\\% -\hline% -\textbf{Av Step Duration (s)}&0.0012\\% -\hline% -\textbf{Av Duration per 100 Steps per 10 Nodes (s)}&0.1226\\% -\hline% -\end{tabular} - -% -\section{Graphs}% -\label{sec:Graphs}% -\subsection{PrimAITE 3.0.0 Learning Benchmark Plot}% -\label{subsec:PrimAITE3.0.0LearningBenchmarkPlot}% - - -\begin{figure}[h!]% -\centering% -\includegraphics[width=0.8\textwidth]{D:/Projects/ARCD/PrimAITE/PrimAITE/benchmark/results/v3.0.0/PrimAITE v3.0.0 Learning Benchmark.png}% -\caption{PrimAITE 3.0.0 Learning Benchmark Plot}% -\end{figure} - -% -\subsection{PrimAITE All Versions Learning Benchmark Plot}% -\label{subsec:PrimAITEAllVersionsLearningBenchmarkPlot}% - - -\begin{figure}[h!]% -\centering% -\includegraphics[width=0.8\textwidth]{D:/Projects/ARCD/PrimAITE/PrimAITE/benchmark/results/PrimAITE Versions Learning Benchmark.png}% -\caption{PrimAITE All Versions Learning Benchmark Plot}% -\end{figure} - -% -\end{document} diff --git a/benchmark/results/v3.0.0/v3.0.0_benchmark_metadata.json b/benchmark/results/v3.0.0/v3.0.0_benchmark_metadata.json index 030d471e..b6780eac 100644 --- a/benchmark/results/v3.0.0/v3.0.0_benchmark_metadata.json +++ b/benchmark/results/v3.0.0/v3.0.0_benchmark_metadata.json @@ -1,11053 +1,6043 @@ { - "start_timestamp": "2024-06-01T01:40:11.394254", - "end_datetime": "2024-06-01T06:01:52.187029", + "start_timestamp": "2024-06-05T13:42:03.340305", + "end_datetime": "2024-06-05T18:09:12.905806", "primaite_version": "3.0.0", "system_info": { "System": { "OS": "Windows", - "OS Version": "10.0.19045", + "OS Version": "10.0.22631", "Machine": "AMD64", - "Processor": "Intel64 Family 6 Model 85 Stepping 4, GenuineIntel" + "Processor": "Intel64 Family 6 Model 142 Stepping 12, GenuineIntel" }, "CPU": { - "Physical Cores": 6, - "Total Cores": 12, - "Max Frequency": "3600.00Mhz" + "Physical Cores": 4, + "Total Cores": 8, + "Max Frequency": "2304.00Mhz" }, "Memory": { - "Total": "63.52GB", - "Swap Total": "9.50GB" + "Total": "15.68GB", + "Swap Total": "15.68GB" }, "GPU": [] }, - "total_sessions": 10, - "total_episodes": 10010, - "total_time_steps": 1280000, - "av_s_per_session": 1569.8774766000001, - "av_s_per_step": 0.0012264667785937499, - "av_s_per_100_steps_10_nodes": 0.122646677859375, + "total_sessions": 5, + "total_episodes": 5005, + "total_time_steps": 640000, + "av_s_per_session": 3205.6340542, + "av_s_per_step": 0.10017606419375, + "av_s_per_100_steps_10_nodes": 10.017606419375, "combined_av_reward_per_episode": { - "1": -32.45, - "2": -32.10500000000002, - "3": -42.260000000000005, - "4": -35.27999999999999, - "5": 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61.79999999999981, + "941": 115.4000000000002, + "942": 106.10000000000008, + "943": 115.95000000000002, + "944": 81.60000000000007, + "945": 115.4500000000001, + "946": 108.80000000000008, + "947": 112.95000000000012, + "948": 109.95000000000003, + "949": 111.5000000000002, + "950": 103.6, + "951": 95.90000000000002, + "952": 110.59999999999997, + "953": 108.19999999999999, + "954": 113.45000000000017, + "955": 102.95000000000006, + "956": 107.50000000000003, + "957": 85.89999999999999, + "958": 113.70000000000016, + "959": 117.30000000000001, + "960": 107.20000000000003, + "961": 106.3000000000001, + "962": 96.94999999999995, + "963": 113.30000000000015, + "964": 105.60000000000005, + "965": 112.60000000000005, + "966": 112.75000000000003, + "967": 79.54999999999997, + "968": 113.0000000000001, + "969": 106.3000000000001, + "970": 112.84999999999991, + "971": 97.45000000000003, + "972": 117.20000000000009, + "973": 111.40000000000023, + "974": 111.35000000000005, + "975": 121.6000000000001, + "976": 106.94999999999996, + "977": 111.70000000000016, + "978": 107.70000000000003, + "979": 107.40000000000019, + "980": 104.4499999999999, + "981": 116.25000000000013, + "982": 110.94999999999999, + "983": 114.55000000000005, + "984": 38.399999999999785, + "985": 111.45000000000007, + "986": 96.15000000000006, + "987": 108.70000000000003, + "988": 110.75000000000007, + "989": 110.05000000000011, + "990": 116.05000000000005, + "991": 103.70000000000003, + "992": 115.60000000000015, + "993": 114.15000000000005, + "994": 4.15, + "995": 111.35000000000008, + "996": 115.90000000000005, + "997": 111.70000000000009, + "998": 108.04999999999988, + "999": 105.25000000000017, + "1000": 108.95000000000016 } }, "config": { From e1ba0ff1258a20422b105b533883c8d913bee1ac Mon Sep 17 00:00:00 2001 From: Czar Echavez Date: Thu, 6 Jun 2024 01:46:42 +0100 Subject: [PATCH 28/40] #2610: apply suggestions from PR --- src/primaite/game/game.py | 5 -- .../red_applications/ransomware_script.py | 86 +++++-------------- .../test_ransomware_script.py | 51 ++--------- 3 files changed, 28 insertions(+), 114 deletions(-) diff --git a/src/primaite/game/game.py b/src/primaite/game/game.py index 772ab5aa..c1ac80e3 100644 --- a/src/primaite/game/game.py +++ b/src/primaite/game/game.py @@ -360,11 +360,6 @@ class PrimaiteGame: server_ip_address=IPv4Address(opt.get("server_ip")), server_password=opt.get("server_password"), payload=opt.get("payload", "ENCRYPT"), - c2_beacon_p_of_success=float(opt.get("c2_beacon_p_of_success", "0.5")), - target_scan_p_of_success=float(opt.get("target_scan_p_of_success", "0.1")), - ransomware_encrypt_p_of_success=float( - opt.get("ransomware_encrypt_p_of_success", "0.1") - ), ) elif application_type == "DatabaseClient": if "options" in application_cfg: diff --git a/src/primaite/simulator/system/applications/red_applications/ransomware_script.py b/src/primaite/simulator/system/applications/red_applications/ransomware_script.py index fb8fbe8a..35aa267f 100644 --- a/src/primaite/simulator/system/applications/red_applications/ransomware_script.py +++ b/src/primaite/simulator/system/applications/red_applications/ransomware_script.py @@ -1,8 +1,6 @@ -from enum import IntEnum from ipaddress import IPv4Address from typing import Dict, Optional -from primaite.game.science import simulate_trial from primaite.interface.request import RequestResponse from primaite.simulator.core import RequestManager, RequestType from primaite.simulator.network.transmission.network_layer import IPProtocol @@ -11,31 +9,10 @@ from primaite.simulator.system.applications.application import Application from primaite.simulator.system.applications.database_client import DatabaseClient, DatabaseClientConnection -class RansomwareAttackStage(IntEnum): - """ - Enumeration representing different attack stages of the ransomware script. - - This enumeration defines the various stages a data manipulation attack can be in during its lifecycle - in the simulation. - Each stage represents a specific phase in the attack process. - """ - - NOT_STARTED = 0 - "Indicates that the attack has not started yet." - SUCCEEDED = 1 - "Indicates the attack has been successfully completed." - FAILED = 2 - "Signifies that the attack has failed." - - class RansomwareScript(Application): """Ransomware Kill Chain - Designed to be used by the TAP001 Agent on the example layout Network. - :ivar payload: The attack stage query payload. (Default Corrupt) - :ivar target_scan_p_of_success: The probability of success for the target scan stage. - :ivar c2_beacon_p_of_success: The probability of success for the c2_beacon stage - :ivar ransomware_encrypt_p_of_success: The probability of success for the ransomware 'attack' (encrypt) stage. - :ivar repeat: Whether to repeat attacking once finished. + :ivar payload: The attack stage query payload. (Default ENCRYPT) """ server_ip_address: Optional[IPv4Address] = None @@ -44,12 +21,6 @@ class RansomwareScript(Application): """Password required to access the database.""" payload: Optional[str] = "ENCRYPT" "Payload String for the payload stage" - ransomware_encrypt_p_of_success: float = 0.9 - "Probability of the ransomware attack succeeding: Default 0.9" - repeat: bool = False - "If true, the Denial of Service bot will keep performing the attack." - attack_stage: RansomwareAttackStage = RansomwareAttackStage.NOT_STARTED - "The ransomware attack stage. See RansomwareAttackStage Class" def __init__(self, **kwargs): kwargs["name"] = "RansomwareScript" @@ -107,14 +78,9 @@ class RansomwareScript(Application): return False if self.server_ip_address and self.payload: self.sys_log.info(f"{self.name}: Running") - self._perform_ransomware_encrypt() - - if self.repeat and self.attack_stage in ( - RansomwareAttackStage.SUCCEEDED, - RansomwareAttackStage.FAILED, - ): - self.attack_stage = RansomwareAttackStage.NOT_STARTED - return True + if self._perform_ransomware_encrypt(): + return True + return False else: self.sys_log.warning(f"{self.name}: Failed to start as it requires both a target_ip_address and payload.") return False @@ -124,8 +90,6 @@ class RansomwareScript(Application): server_ip_address: IPv4Address, server_password: Optional[str] = None, payload: Optional[str] = None, - ransomware_encrypt_p_of_success: Optional[float] = None, - repeat: bool = True, ): """ Configure the Ransomware Script to communicate with a DatabaseService. @@ -142,20 +106,15 @@ class RansomwareScript(Application): self.server_password = server_password if payload: self.payload = payload - if ransomware_encrypt_p_of_success: - self.ransomware_encrypt_p_of_success = ransomware_encrypt_p_of_success - if repeat: - self.repeat = repeat self.sys_log.info( - f"{self.name}: Configured the {self.name} with {server_ip_address=}, {payload=}, {server_password=}, " - f"{repeat=}." + f"{self.name}: Configured the {self.name} with {server_ip_address=}, {payload=}, {server_password=}." ) def attack(self) -> bool: """Perform the attack steps after opening the application.""" + self.run() if not self._can_perform_action(): self.sys_log.warning("Ransomware application is unable to perform it's actions.") - self.run() self.num_executions += 1 return self._application_loop() @@ -164,7 +123,7 @@ class RansomwareScript(Application): self._db_connection = self._host_db_client.get_new_connection() return True if self._db_connection else False - def _perform_ransomware_encrypt(self): + def _perform_ransomware_encrypt(self) -> bool: """ Execute the Ransomware Encrypt payload on the target. @@ -172,25 +131,22 @@ class RansomwareScript(Application): """ if self._host_db_client is None: self.sys_log.info(f"{self.name}: Failed to connect to db_client - Ransomware Script") - self.attack_stage = RansomwareAttackStage.FAILED - return + return False self._host_db_client.server_ip_address = self.server_ip_address self._host_db_client.server_password = self.server_password - if self.attack_stage == RansomwareAttackStage.NOT_STARTED: - if simulate_trial(self.ransomware_encrypt_p_of_success): - self.sys_log.info(f"{self.name}: Attempting to launch payload") - if not self._db_connection: - self._establish_db_connection() - if self._db_connection: - attack_successful = self._db_connection.query(self.payload) - self.sys_log.info(f"{self.name} Payload delivered: {self.payload}") - if attack_successful: - self.sys_log.info(f"{self.name}: Payload Successful") - self.attack_stage = RansomwareAttackStage.SUCCEEDED - else: - self.sys_log.info(f"{self.name}: Payload failed") - self.attack_stage = RansomwareAttackStage.FAILED + self.sys_log.info(f"{self.name}: Attempting to launch payload") + if not self._db_connection: + self._establish_db_connection() + if self._db_connection: + attack_successful = self._db_connection.query(self.payload) + self.sys_log.info(f"{self.name} Payload delivered: {self.payload}") + if attack_successful: + self.sys_log.info(f"{self.name}: Payload Successful") + return True + else: + self.sys_log.info(f"{self.name}: Payload failed") + return False else: self.sys_log.warning("Attack Attempted to launch too quickly") - self.attack_stage = RansomwareAttackStage.FAILED + return False diff --git a/tests/integration_tests/system/red_applications/test_ransomware_script.py b/tests/integration_tests/system/red_applications/test_ransomware_script.py index 4ae7f92f..427f67ff 100644 --- a/tests/integration_tests/system/red_applications/test_ransomware_script.py +++ b/tests/integration_tests/system/red_applications/test_ransomware_script.py @@ -9,12 +9,8 @@ from primaite.simulator.network.hardware.nodes.host.computer import Computer from primaite.simulator.network.hardware.nodes.host.server import Server from primaite.simulator.network.hardware.nodes.network.router import ACLAction, Router from primaite.simulator.network.transmission.transport_layer import Port -from primaite.simulator.system.applications.application import ApplicationOperatingState from primaite.simulator.system.applications.database_client import DatabaseClient, DatabaseClientConnection -from primaite.simulator.system.applications.red_applications.ransomware_script import ( - RansomwareAttackStage, - RansomwareScript, -) +from primaite.simulator.system.applications.red_applications.ransomware_script import RansomwareScript from primaite.simulator.system.services.database.database_service import DatabaseService from primaite.simulator.system.software import SoftwareHealthState @@ -85,54 +81,25 @@ def ransomware_script_db_server_green_client(example_network) -> Network: return network -def test_repeating_ransomware_script_attack(ransomware_script_and_db_server): +def test_ransomware_script_attack(ransomware_script_and_db_server): """Test a repeating data manipulation attack.""" RansomwareScript, computer, db_server_service, server = ransomware_script_and_db_server + computer.apply_timestep(timestep=0) + server.apply_timestep(timestep=0) assert db_server_service.health_state_actual is SoftwareHealthState.GOOD - assert computer.file_system.num_file_creations == 0 + assert server.file_system.num_file_creations == 1 - RansomwareScript.target_scan_p_of_success = 1 - RansomwareScript.c2_beacon_p_of_success = 1 - RansomwareScript.ransomware_encrypt_p_of_success = 1 - RansomwareScript.repeat = True RansomwareScript.attack() - assert RansomwareScript.attack_stage == RansomwareAttackStage.NOT_STARTED - assert db_server_service.db_file.health_status is FileSystemItemHealthStatus.COMPROMISED - assert computer.file_system.num_file_creations == 1 + assert db_server_service.db_file.health_status is FileSystemItemHealthStatus.CORRUPT + assert server.file_system.num_file_creations == 2 computer.apply_timestep(timestep=1) server.apply_timestep(timestep=1) - assert RansomwareScript.attack_stage == RansomwareAttackStage.NOT_STARTED - assert db_server_service.db_file.health_status is FileSystemItemHealthStatus.COMPROMISED - - -def test_repeating_ransomware_script_attack(ransomware_script_and_db_server): - """Test a repeating ransowmare script attack.""" - RansomwareScript, computer, db_server_service, server = ransomware_script_and_db_server - - assert db_server_service.health_state_actual is SoftwareHealthState.GOOD - - RansomwareScript.target_scan_p_of_success = 1 - RansomwareScript.c2_beacon_p_of_success = 1 - RansomwareScript.ransomware_encrypt_p_of_success = 1 - RansomwareScript.repeat = False - RansomwareScript.attack() - - assert RansomwareScript.attack_stage == RansomwareAttackStage.SUCCEEDED assert db_server_service.db_file.health_status is FileSystemItemHealthStatus.CORRUPT - computer.apply_timestep(timestep=1) - computer.pre_timestep(timestep=1) - server.apply_timestep(timestep=1) - server.pre_timestep(timestep=1) - - assert RansomwareScript.attack_stage == RansomwareAttackStage.SUCCEEDED - assert db_server_service.db_file.health_status is FileSystemItemHealthStatus.CORRUPT - assert computer.file_system.num_file_creations == 0 - def test_ransomware_disrupts_green_agent_connection(ransomware_script_db_server_green_client): """Test to see show that the database service still operate""" @@ -152,10 +119,6 @@ def test_ransomware_disrupts_green_agent_connection(ransomware_script_db_server_ assert green_db_client_connection.query("SELECT") assert green_db_client.last_query_response.get("status_code") == 200 - ransomware_script_application.target_scan_p_of_success = 1 - ransomware_script_application.ransomware_encrypt_p_of_success = 1 - ransomware_script_application.c2_beacon_p_of_success = 1 - ransomware_script_application.repeat = False ransomware_script_application.attack() assert db_server_service.db_file.health_status is FileSystemItemHealthStatus.CORRUPT From 3d63c30b75324bb485a56b8553300cbb25a01848 Mon Sep 17 00:00:00 2001 From: Czar Echavez Date: Thu, 6 Jun 2024 11:45:17 +0100 Subject: [PATCH 29/40] #2610: remove irrelevant params in doc --- .../system/applications/red_applications/ransomware_script.py | 2 -- 1 file changed, 2 deletions(-) diff --git a/src/primaite/simulator/system/applications/red_applications/ransomware_script.py b/src/primaite/simulator/system/applications/red_applications/ransomware_script.py index 35aa267f..a2cf7ba5 100644 --- a/src/primaite/simulator/system/applications/red_applications/ransomware_script.py +++ b/src/primaite/simulator/system/applications/red_applications/ransomware_script.py @@ -97,8 +97,6 @@ class RansomwareScript(Application): :param server_ip_address: The IP address of the Node the DatabaseService is on. :param server_password: The password on the DatabaseService. :param payload: The attack stage query (Encrypt / Delete) - :param ransomware_encrypt_p_of_success: The probability of success for the ransomware 'attack' (encrypt) stage. - :param repeat: Whether to repeat attacking once finished. """ if server_ip_address: self.server_ip_address = server_ip_address From 29d42a88dcd9584c1432b00977ba1cc58dc29d35 Mon Sep 17 00:00:00 2001 From: "Archer.Bowen" Date: Fri, 7 Jun 2024 14:48:22 +0100 Subject: [PATCH 30/40] Core user guide updated to reflect changes made down stream. --- .../notebooks/Data-Manipulation-Customising-Red-Agent.ipynb | 2 +- .../simulator/_package_data/create-simulation_demo.ipynb | 2 ++ .../simulator/_package_data/network_simulator_demo.ipynb | 2 ++ 3 files changed, 5 insertions(+), 1 deletion(-) diff --git a/src/primaite/notebooks/Data-Manipulation-Customising-Red-Agent.ipynb b/src/primaite/notebooks/Data-Manipulation-Customising-Red-Agent.ipynb index 2f831148..2f4c58e7 100644 --- a/src/primaite/notebooks/Data-Manipulation-Customising-Red-Agent.ipynb +++ b/src/primaite/notebooks/Data-Manipulation-Customising-Red-Agent.ipynb @@ -12,7 +12,7 @@ "\n", "First, let's load the standard Data Manipulation config file, and see what the red agent does.\n", "\n", - "*(For a full explanation of the Data Manipulation scenario, check out the notebook Data Manipulation Scearnio notebook)*" + "*(For a full explanation of the scenario, check out the data manipulation scenario notebook)*" ] }, { diff --git a/src/primaite/simulator/_package_data/create-simulation_demo.ipynb b/src/primaite/simulator/_package_data/create-simulation_demo.ipynb index 31173022..6786125b 100644 --- a/src/primaite/simulator/_package_data/create-simulation_demo.ipynb +++ b/src/primaite/simulator/_package_data/create-simulation_demo.ipynb @@ -6,6 +6,8 @@ "source": [ "# Build a simulation using the Python API\n", "\n", + "© Crown-owned copyright 2024, Defence Science and Technology Laboratory UK\n", + "\n", "Currently, this notebook manipulates the simulation by directly placing objects inside of the attributes of the network and domain. It should be refactored when proper methods exist for adding these objects.\n" ] }, diff --git a/src/primaite/simulator/_package_data/network_simulator_demo.ipynb b/src/primaite/simulator/_package_data/network_simulator_demo.ipynb index 22fdf7ce..17a0f796 100644 --- a/src/primaite/simulator/_package_data/network_simulator_demo.ipynb +++ b/src/primaite/simulator/_package_data/network_simulator_demo.ipynb @@ -7,6 +7,8 @@ "source": [ "# PrimAITE Router Simulation Demo\n", "\n", + "© Crown-owned copyright 2024, Defence Science and Technology Laboratory UK\n", + "\n", "This demo uses a modified version of the ARCD Use Case 2 Network (seen below) to demonstrate the capabilities of the Network simulator in PrimAITE." ] }, From 2954ca966f1f655f0927b161ff67306294a4b676 Mon Sep 17 00:00:00 2001 From: "Archer.Bowen" Date: Fri, 7 Jun 2024 16:35:33 +0100 Subject: [PATCH 31/40] Updated core user guide to match exactly that of 3.0.0/internal. --- docs/index.rst | 2 +- docs/source/example_notebooks.rst | 2 +- .../notebooks/Data-Manipulation-Customising-Red-Agent.ipynb | 2 +- src/primaite/notebooks/multi-processing.ipynb | 2 +- .../simulator/_package_data/create-simulation_demo.ipynb | 2 +- 5 files changed, 5 insertions(+), 5 deletions(-) diff --git a/docs/index.rst b/docs/index.rst index 729cdc17..289d05cf 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -54,7 +54,7 @@ It is agnostic to the number of agents, their action / observation spaces, and t It presents a public API providing a method for describing the current state of the simulation, a method that accepts action requests and provides responses, and a method that triggers a timestep advancement. The Game Layer converts the simulation into a playable game for the agent(s). -it translates between simulation state and Gymnasium.Spaces to pass action / observation data between the agent(s) and the simulation. It is responsible for calculating rewards, managing Multi-Agent RL (MARL) action turns, and via a single agent interface can interact with Blue, Red and Green agents. +It translates between simulation state and Gymnasium.Spaces to pass action / observation data between the agent(s) and the simulation. It is responsible for calculating rewards, managing Multi-Agent RL (MARL) action turns, and via a single agent interface can interact with Blue, Red and Green agents. Agents can either generate their own scripted behaviour or accept input behaviour from an RL agent. diff --git a/docs/source/example_notebooks.rst b/docs/source/example_notebooks.rst index f207c601..e961da73 100644 --- a/docs/source/example_notebooks.rst +++ b/docs/source/example_notebooks.rst @@ -77,6 +77,6 @@ The following extensions should now be installed :width: 300 :align: center -VSCode will then ask for a Python environment version to use. PrimAITE is compatible with Python versions 3.8 - 3.10 +VSCode will then ask for a Python environment version to use. PrimAITE is compatible with Python versions 3.8 - 3.11 You should now be able to interact with the notebook. diff --git a/src/primaite/notebooks/Data-Manipulation-Customising-Red-Agent.ipynb b/src/primaite/notebooks/Data-Manipulation-Customising-Red-Agent.ipynb index 2f4c58e7..35cc4f58 100644 --- a/src/primaite/notebooks/Data-Manipulation-Customising-Red-Agent.ipynb +++ b/src/primaite/notebooks/Data-Manipulation-Customising-Red-Agent.ipynb @@ -12,7 +12,7 @@ "\n", "First, let's load the standard Data Manipulation config file, and see what the red agent does.\n", "\n", - "*(For a full explanation of the scenario, check out the data manipulation scenario notebook)*" + "*(For a full explanation of the Data Manipulation scenario, check out the data manipulation scenario notebook)*" ] }, { diff --git a/src/primaite/notebooks/multi-processing.ipynb b/src/primaite/notebooks/multi-processing.ipynb index 4880b48c..dd996901 100644 --- a/src/primaite/notebooks/multi-processing.ipynb +++ b/src/primaite/notebooks/multi-processing.ipynb @@ -8,7 +8,7 @@ "\n", "© Crown-owned copyright 2024, Defence Science and Technology Laboratory UK\n", "\n", - "This note book uses SubprocVecEnv from SB3 for multi-processing." + "This notebook uses SubprocVecEnv from SB3" ] }, { diff --git a/src/primaite/simulator/_package_data/create-simulation_demo.ipynb b/src/primaite/simulator/_package_data/create-simulation_demo.ipynb index 6786125b..9f4abbf3 100644 --- a/src/primaite/simulator/_package_data/create-simulation_demo.ipynb +++ b/src/primaite/simulator/_package_data/create-simulation_demo.ipynb @@ -8,7 +8,7 @@ "\n", "© Crown-owned copyright 2024, Defence Science and Technology Laboratory UK\n", "\n", - "Currently, this notebook manipulates the simulation by directly placing objects inside of the attributes of the network and domain. It should be refactored when proper methods exist for adding these objects.\n" + "Currently, this notebook manipulates the simulation by directly placing objects inside of the attributes of the network and domain. It should be refactored when proper methods exist for adding these objects." ] }, { From 146afea44fa6054477883420b2538b606de3628c Mon Sep 17 00:00:00 2001 From: "Archer.Bowen" Date: Fri, 7 Jun 2024 16:44:33 +0100 Subject: [PATCH 32/40] Updated copyright clause on .rst --- docs/index.rst | 2 +- docs/source/about.rst | 2 +- docs/source/config.rst | 2 +- docs/source/dependencies.rst | 2 +- docs/source/developer_tools.rst | 2 +- docs/source/example_notebooks.rst | 2 +- docs/source/getting_started.rst | 2 +- docs/source/glossary.rst | 2 +- docs/source/request_system.rst | 2 +- docs/source/simulation.rst | 2 +- docs/source/simulation_structure.rst | 2 +- docs/source/state_system.rst | 2 +- docs/source/varying_config_files.rst | 2 +- 13 files changed, 13 insertions(+), 13 deletions(-) diff --git a/docs/index.rst b/docs/index.rst index 289d05cf..5749ad56 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -1,6 +1,6 @@ .. only:: comment - © Crown-owned copyright 2023, Defence Science and Technology Laboratory UK + © Crown-owned copyright 2024, Defence Science and Technology Laboratory UK Welcome to PrimAITE's documentation ==================================== diff --git a/docs/source/about.rst b/docs/source/about.rst index 782103d6..cc247623 100644 --- a/docs/source/about.rst +++ b/docs/source/about.rst @@ -1,6 +1,6 @@ .. only:: comment - © Crown-owned copyright 2023, Defence Science and Technology Laboratory UK + © Crown-owned copyright 2024, Defence Science and Technology Laboratory UK .. _about: diff --git a/docs/source/config.rst b/docs/source/config.rst index 57948ae2..eb0b9906 100644 --- a/docs/source/config.rst +++ b/docs/source/config.rst @@ -1,6 +1,6 @@ .. only:: comment - © Crown-owned copyright 2023, Defence Science and Technology Laboratory UK + © Crown-owned copyright 2024, Defence Science and Technology Laboratory UK PrimAITE |VERSION| Configuration ******************************** diff --git a/docs/source/dependencies.rst b/docs/source/dependencies.rst index ddea27fa..74f3cd14 100644 --- a/docs/source/dependencies.rst +++ b/docs/source/dependencies.rst @@ -1,6 +1,6 @@ .. only:: comment - © Crown-owned copyright 2023, Defence Science and Technology Laboratory UK + © Crown-owned copyright 2024, Defence Science and Technology Laboratory UK .. role:: raw-html(raw) :format: html diff --git a/docs/source/developer_tools.rst b/docs/source/developer_tools.rst index fcb52443..3d781e1d 100644 --- a/docs/source/developer_tools.rst +++ b/docs/source/developer_tools.rst @@ -1,6 +1,6 @@ .. only:: comment - © Crown-owned copyright 2023, Defence Science and Technology Laboratory UK + © Crown-owned copyright 2024, Defence Science and Technology Laboratory UK .. _Developer Tools: diff --git a/docs/source/example_notebooks.rst b/docs/source/example_notebooks.rst index e961da73..731ea566 100644 --- a/docs/source/example_notebooks.rst +++ b/docs/source/example_notebooks.rst @@ -1,6 +1,6 @@ .. only:: comment - © Crown-owned copyright 2023, Defence Science and Technology Laboratory UK + © Crown-owned copyright 2024, Defence Science and Technology Laboratory UK Example Jupyter Notebooks ========================= diff --git a/docs/source/getting_started.rst b/docs/source/getting_started.rst index 150c3a1d..28630cb4 100644 --- a/docs/source/getting_started.rst +++ b/docs/source/getting_started.rst @@ -1,6 +1,6 @@ .. only:: comment - © Crown-owned copyright 2023, Defence Science and Technology Laboratory UK + © Crown-owned copyright 2024, Defence Science and Technology Laboratory UK .. _getting-started: diff --git a/docs/source/glossary.rst b/docs/source/glossary.rst index f253d10e..8fff0ea3 100644 --- a/docs/source/glossary.rst +++ b/docs/source/glossary.rst @@ -1,6 +1,6 @@ .. only:: comment - © Crown-owned copyright 2023, Defence Science and Technology Laboratory UK + © Crown-owned copyright 2024, Defence Science and Technology Laboratory UK Glossary ============= diff --git a/docs/source/request_system.rst b/docs/source/request_system.rst index 67a84818..cc784cd4 100644 --- a/docs/source/request_system.rst +++ b/docs/source/request_system.rst @@ -1,6 +1,6 @@ .. only:: comment - © Crown-owned copyright 2023, Defence Science and Technology Laboratory UK + © Crown-owned copyright 2024, Defence Science and Technology Laboratory UK Request System ************** diff --git a/docs/source/simulation.rst b/docs/source/simulation.rst index fe494453..a8870cb4 100644 --- a/docs/source/simulation.rst +++ b/docs/source/simulation.rst @@ -1,6 +1,6 @@ .. only:: comment - © Crown-owned copyright 2023, Defence Science and Technology Laboratory UK + © Crown-owned copyright 2024, Defence Science and Technology Laboratory UK Simulation diff --git a/docs/source/simulation_structure.rst b/docs/source/simulation_structure.rst index f9a69b26..2804593a 100644 --- a/docs/source/simulation_structure.rst +++ b/docs/source/simulation_structure.rst @@ -1,6 +1,6 @@ .. only:: comment - © Crown-owned copyright 2023, Defence Science and Technology Laboratory UK + © Crown-owned copyright 2024, Defence Science and Technology Laboratory UK Simulation Structure diff --git a/docs/source/state_system.rst b/docs/source/state_system.rst index 5fc12c23..e31474ea 100644 --- a/docs/source/state_system.rst +++ b/docs/source/state_system.rst @@ -1,6 +1,6 @@ .. only:: comment - © Crown-owned copyright 2023, Defence Science and Technology Laboratory UK + © Crown-owned copyright 2024, Defence Science and Technology Laboratory UK Simulation State ================ diff --git a/docs/source/varying_config_files.rst b/docs/source/varying_config_files.rst index 42997093..d8f77f64 100644 --- a/docs/source/varying_config_files.rst +++ b/docs/source/varying_config_files.rst @@ -1,6 +1,6 @@ .. only:: comment - © Crown-owned copyright 2023, Defence Science and Technology Laboratory UK + © Crown-owned copyright 2024, Defence Science and Technology Laboratory UK Defining variations in the config files ================ From ae242694f376d838289b5c204ffd760e03ae1017 Mon Sep 17 00:00:00 2001 From: "Archer.Bowen" Date: Fri, 7 Jun 2024 17:13:21 +0100 Subject: [PATCH 33/40] Minor change to title to prevent merge conflicts. --- .../notebooks/Data-Manipulation-Customising-Red-Agent.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/primaite/notebooks/Data-Manipulation-Customising-Red-Agent.ipynb b/src/primaite/notebooks/Data-Manipulation-Customising-Red-Agent.ipynb index 35cc4f58..33091c3f 100644 --- a/src/primaite/notebooks/Data-Manipulation-Customising-Red-Agent.ipynb +++ b/src/primaite/notebooks/Data-Manipulation-Customising-Red-Agent.ipynb @@ -4,7 +4,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Customising UC2 Data Manipulation Red Agent\n", + "# Customising red agents\n", "\n", "© Crown-owned copyright 2024, Defence Science and Technology Laboratory UK\n", "\n", From 4068231547c3a9ee3733cf15fc1a1dbf9cf8044e Mon Sep 17 00:00:00 2001 From: Chris McCarthy Date: Fri, 7 Jun 2024 19:59:55 +0100 Subject: [PATCH 34/40] Refactored the benchmarking process --- benchmark/benchmark.py | 21 + benchmark/primaite_benchmark.py | 71 +- benchmark/{utils => }/report.py | 26 +- .../PrimAITE Versions Learning Benchmark.png | Bin 92712 -> 0 bytes .../PrimAITE Versions Learning Benchmark.png | Bin 0 -> 81160 bytes .../PrimAITE v2.0.0 Learning Benchmark.pdf | Bin .../PrimAITE v2.0.0 Learning Benchmark.png | Bin .../v2.0.0/v2.0.0_benchmark_metadata.json | 0 .../PrimAITE v3.0.0 Learning Benchmark.png | Bin 420875 -> 0 bytes .../PrimAITE v3.0.0 Learning Benchmark.tex | 122 - .../v3.0.0/v3.0.0_benchmark_metadata.json | 12446 ---------------- benchmark/{utils => }/utils.py | 0 benchmark/utils/benchmark.py | 122 - 13 files changed, 77 insertions(+), 12731 deletions(-) create mode 100644 benchmark/benchmark.py rename benchmark/{utils => }/report.py (92%) delete mode 100644 benchmark/results/PrimAITE Versions Learning Benchmark.png create mode 100644 benchmark/results/v2/PrimAITE Versions Learning Benchmark.png rename benchmark/results/{ => v2}/v2.0.0/PrimAITE v2.0.0 Learning Benchmark.pdf (100%) rename benchmark/results/{ => v2}/v2.0.0/PrimAITE v2.0.0 Learning Benchmark.png (100%) rename benchmark/results/{ => v2}/v2.0.0/v2.0.0_benchmark_metadata.json (100%) delete mode 100644 benchmark/results/v3.0.0/PrimAITE v3.0.0 Learning Benchmark.png delete mode 100644 benchmark/results/v3.0.0/PrimAITE v3.0.0 Learning Benchmark.tex delete mode 100644 benchmark/results/v3.0.0/v3.0.0_benchmark_metadata.json rename benchmark/{utils => }/utils.py (100%) delete mode 100644 benchmark/utils/benchmark.py diff --git a/benchmark/benchmark.py b/benchmark/benchmark.py new file mode 100644 index 00000000..5212b5d2 --- /dev/null +++ b/benchmark/benchmark.py @@ -0,0 +1,21 @@ +from typing import Any, Dict, Optional, Tuple + +from gymnasium.core import ObsType + +from primaite.session.environment import PrimaiteGymEnv + + +class BenchmarkPrimaiteGymEnv(PrimaiteGymEnv): + """ + Class that extends the PrimaiteGymEnv. + + The reset method is extended so that the average rewards per episode are recorded. + """ + + total_time_steps: int = 0 + + def reset(self, seed: Optional[int] = None) -> Tuple[ObsType, Dict[str, Any]]: + """Overrides the PrimAITEGymEnv reset so that the total timesteps is saved.""" + self.total_time_steps += self.game.step_counter + + return super().reset(seed=seed) diff --git a/benchmark/primaite_benchmark.py b/benchmark/primaite_benchmark.py index a6bf908d..3263867e 100644 --- a/benchmark/primaite_benchmark.py +++ b/benchmark/primaite_benchmark.py @@ -1,27 +1,27 @@ # © Crown-owned copyright 2023, Defence Science and Technology Laboratory UK +import json import shutil from datetime import datetime from pathlib import Path from typing import Any, Dict, Final, Tuple +from report import build_benchmark_latex_report from stable_baselines3 import PPO import primaite -from benchmark.utils.benchmark import BenchmarkPrimaiteGymEnv -from benchmark.utils.report import build_benchmark_latex_report +from benchmark import BenchmarkPrimaiteGymEnv from primaite.config.load import data_manipulation_config_path _LOGGER = primaite.getLogger(__name__) -_BENCHMARK_ROOT = Path(__file__).parent -_RESULTS_ROOT: Final[Path] = _BENCHMARK_ROOT / "results" -_RESULTS_ROOT.mkdir(exist_ok=True, parents=True) +_MAJOR_V = primaite.__version__.split(".")[0] -_OUTPUT_ROOT: Final[Path] = _BENCHMARK_ROOT / "output" -# Clear and recreate the output directory -if _OUTPUT_ROOT.exists(): - shutil.rmtree(_OUTPUT_ROOT) -_OUTPUT_ROOT.mkdir() +_BENCHMARK_ROOT = Path(__file__).parent +_RESULTS_ROOT: Final[Path] = _BENCHMARK_ROOT / "results" / f"v{_MAJOR_V}" +_VERSION_ROOT: Final[Path] = _RESULTS_ROOT / f"v{primaite.__version__}" +_SESSION_METADATA_ROOT: Final[Path] = _VERSION_ROOT / "session_metadata" + +_SESSION_METADATA_ROOT.mkdir(parents=True, exist_ok=True) class BenchmarkSession: @@ -33,7 +33,10 @@ class BenchmarkSession: num_episodes: int """Number of episodes to run the training session.""" - num_steps: int + episode_len: int + """The number of steps per episode.""" + + total_steps: int """Number of steps to run the training session.""" batch_size: int @@ -48,16 +51,21 @@ class BenchmarkSession: end_time: datetime """End time for the session.""" - session_metadata: Dict - """Dict containing the metadata for the session - used to generate benchmark report.""" - def __init__( - self, gym_env: BenchmarkPrimaiteGymEnv, num_episodes: int, num_steps: int, batch_size: int, learning_rate: float + self, + gym_env: BenchmarkPrimaiteGymEnv, + episode_len: int, + num_episodes: int, + n_steps: int, + batch_size: int, + learning_rate: float, ): """Initialise the BenchmarkSession.""" self.gym_env = gym_env + self.episode_len = episode_len + self.n_steps = n_steps self.num_episodes = num_episodes - self.num_steps = num_steps + self.total_steps = self.num_episodes * self.episode_len self.batch_size = batch_size self.learning_rate = learning_rate @@ -65,15 +73,16 @@ class BenchmarkSession: """Run the training session.""" # start timer for session self.start_time = datetime.now() - model = PPO( policy="MlpPolicy", env=self.gym_env, learning_rate=self.learning_rate, - n_steps=self.num_steps * self.num_episodes, - batch_size=self.num_steps * self.num_episodes, + n_steps=self.n_steps, + batch_size=self.batch_size, + verbose=0, + tensorboard_log="./PPO_UC2/", ) - model.learn(total_timesteps=self.num_episodes * self.num_steps) + model.learn(total_timesteps=self.total_steps) # end timer for session self.end_time = datetime.now() @@ -142,12 +151,13 @@ def _prepare_session_directory(): def run( - number_of_sessions: int = 10, - num_episodes: int = 1000, - num_timesteps: int = 128, - batch_size: int = 1280, + number_of_sessions: int = 2, + num_episodes: int = 5, + episode_len: int = 128, + n_steps: int = 1280, + batch_size: int = 32, learning_rate: float = 3e-4, -) -> None: # 10 # 1000 # 256 +) -> None: """Run the PrimAITE benchmark.""" benchmark_start_time = datetime.now() @@ -163,13 +173,20 @@ def run( session = BenchmarkSession( gym_env=gym_env, num_episodes=num_episodes, - num_steps=num_timesteps, + n_steps=n_steps, + episode_len=episode_len, batch_size=batch_size, learning_rate=learning_rate, ) session.train() - session_metadata_dict[i] = session.session_metadata + # Dump the session metadata so that we're not holding it in memory as it's large + with open(_SESSION_METADATA_ROOT / f"{i}.json", "w") as file: + json.dump(session.session_metadata, file, indent=4) + + for i in range(1, number_of_sessions + 1): + with open(_SESSION_METADATA_ROOT / f"{i}.json", "r") as file: + session_metadata_dict[i] = json.load(file) # generate report build_benchmark_latex_report( benchmark_start_time=benchmark_start_time, diff --git a/benchmark/utils/report.py b/benchmark/report.py similarity index 92% rename from benchmark/utils/report.py rename to benchmark/report.py index b0b0e52a..7d4c27a4 100644 --- a/benchmark/utils/report.py +++ b/benchmark/report.py @@ -1,6 +1,5 @@ # © Crown-owned copyright 2023, Defence Science and Technology Laboratory UK import json -import shutil import sys from datetime import datetime from pathlib import Path @@ -14,9 +13,9 @@ from pylatex import Command, Document from pylatex import Figure as LatexFigure from pylatex import Section, Subsection, Tabular from pylatex.utils import bold +from utils import _get_system_info import primaite -from benchmark.utils.utils import _get_system_info PLOT_CONFIG = { "size": {"auto_size": False, "width": 1500, "height": 900}, @@ -124,7 +123,7 @@ def _plot_benchmark_metadata( "title": "Episode", "type": "linear", }, - yaxis={"title": "Average Reward"}, + yaxis={"title": "Total Reward"}, title=title, ) @@ -140,7 +139,8 @@ def _plot_all_benchmarks_combined_session_av(results_directory: Path) -> Figure: benchmarked. The combined_av_reward_per_episode is extracted from each, converted into a polars dataframe, and plotted as a scatter line in plotly. """ - title = "PrimAITE Versions Learning Benchmark" + major_v = primaite.__version__.split(".")[0] + title = f"Learning Benchmarking of All Released Versions under Major v{major_v}.*.*" subtitle = "Rolling Av (Combined Session Av)" if title: if subtitle: @@ -172,7 +172,7 @@ def _plot_all_benchmarks_combined_session_av(results_directory: Path) -> Figure: "title": "Episode", "type": "linear", }, - yaxis={"title": "Average Reward"}, + yaxis={"title": "Total Reward"}, title=title, ) fig["data"][0]["showlegend"] = True @@ -188,8 +188,6 @@ def build_benchmark_latex_report( v_str = f"v{primaite.__version__}" version_result_dir = results_root_path / v_str - if version_result_dir.exists(): - shutil.rmtree(version_result_dir) version_result_dir.mkdir(exist_ok=True, parents=True) # load the config file as dict @@ -200,7 +198,7 @@ def build_benchmark_latex_report( benchmark_metadata_dict = _build_benchmark_results_dict( start_datetime=benchmark_start_time, metadata_dict=session_metadata, config=cfg_data ) - + major_v = primaite.__version__.split(".")[0] with open(version_result_dir / f"{v_str}_benchmark_metadata.json", "w") as file: json.dump(benchmark_metadata_dict, file, indent=4) title = f"PrimAITE v{primaite.__version__.strip()} Learning Benchmark" @@ -241,9 +239,9 @@ def build_benchmark_latex_report( f"with each episode consisting of {steps} steps." ) doc.append( - f"\nThe mean reward per episode from each session is captured. This is then used to calculate a " - f"combined average reward per episode from the {sessions} individual sessions for smoothing. " - f"Finally, a 25-widow rolling average of the combined average reward per session is calculated for " + f"\nThe total reward per episode from each session is captured. This is then used to calculate an " + f"caverage total reward per episode from the {sessions} individual sessions for smoothing. " + f"Finally, a 25-widow rolling average of the average total reward per session is calculated for " f"further smoothing." ) @@ -294,14 +292,14 @@ def build_benchmark_latex_report( table.add_hline() with doc.create(Section("Graphs")): - with doc.create(Subsection(f"PrimAITE {primaite_version} Learning Benchmark Plot")): + with doc.create(Subsection(f"v{primaite_version} Learning Benchmark Plot")): with doc.create(LatexFigure(position="h!")) as pic: pic.add_image(str(this_version_plot_path)) pic.add_caption(f"PrimAITE {primaite_version} Learning Benchmark Plot") - with doc.create(Subsection("PrimAITE All Versions Learning Benchmark Plot")): + with doc.create(Subsection(f"Learning Benchmarking of All Released Versions under Major v{major_v}.*.*")): with doc.create(LatexFigure(position="h!")) as pic: pic.add_image(str(all_version_plot_path)) - pic.add_caption("PrimAITE All Versions Learning Benchmark Plot") + pic.add_caption(f"Learning Benchmarking of All Released Versions under Major 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z78)MHq*w^wNdw9Pgg+|GX>;Wi!16^jib9@FaPO~to8*gb?TYO=)r_M=9gb)Mz00uD zMN+brHAU5S$sp%NwT5k&6i4dq0+P%YLYEr1d`=omWy&za@vJT@y+H2nT+J?wwz8UF z5W)zDf(eD)m?Q8-y&L3UH?}RrZEYw!&Y(YHX!3Alpc|+Djt};*ih0FtU+uml9JKBJ zfJp~PZ@m{zzW$sU9#0$Uyr1jWk7{2?+>ROq%f;M5BzK6%yyZVm#W4@zi0_nh#v&D? zym{FQtZ*oy&fYHhVa29JUdI!@{o}^BzXrCsHfVcun6VyxFSx&KkCPD-0e@6jIro)} z^B%wAwCPQ~0~kC3f@4<&rA@q;_FhBBXM)d<`wYg8?)5BM2o_k>31*7d8z)8XidO>Kv;kLH1&$25A`vplC>H3i{% zAU5aGUOQ=X^Or2Bf^e=@I4$Wa;;k95}cFn{bR zmW_{fpHNm*zsw<)S9Zuf7BwDJHR%1|=8rE5?*7i6q>LFJU{wlY4!8qIgiRn6fp)9* zCE=u9Nq!C4sIN4M6Ti1a3iIvw(Tqef93I9#hw5K0T<*zDSD=+LA}@NF3A5@zues`P zXmd{eK2>@KKT+{a+&PJmV`uEEvIF7Ve5|QCd-5P6Ec->kQLTG)@WQ0&_=AU?STitb z1{Zb%aP9WwOb@thJ(|jUO&8yL_a$Dlv7+VG5GYM6O#EPUc}Bn8PWuH{`VmBju>UWFKg@ Date: Mon, 10 Jun 2024 12:58:07 +0100 Subject: [PATCH 38/40] Rename benchmark variables and add h1 to notebooks --- .../Data-Manipulation-Customising-Red-Agent.ipynb | 2 +- .../notebooks/Training-an-RLLIB-MARL-System.ipynb | 4 ++-- src/primaite/notebooks/Training-an-RLLib-Agent.ipynb | 4 ++-- src/primaite/notebooks/Using-Episode-Schedules.ipynb | 2 +- src/primaite/notebooks/multi-processing.ipynb | 4 ++-- src/primaite/session/environment.py | 4 ++-- src/primaite/utils/session_output_reader.py | 6 +++--- src/primaite/utils/session_output_writer.py | 10 +++++----- 8 files changed, 18 insertions(+), 18 deletions(-) diff --git a/src/primaite/notebooks/Data-Manipulation-Customising-Red-Agent.ipynb b/src/primaite/notebooks/Data-Manipulation-Customising-Red-Agent.ipynb index dd5def9e..33d56fb0 100644 --- a/src/primaite/notebooks/Data-Manipulation-Customising-Red-Agent.ipynb +++ b/src/primaite/notebooks/Data-Manipulation-Customising-Red-Agent.ipynb @@ -458,7 +458,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.11" + "version": "3.10.12" } }, "nbformat": 4, diff --git a/src/primaite/notebooks/Training-an-RLLIB-MARL-System.ipynb b/src/primaite/notebooks/Training-an-RLLIB-MARL-System.ipynb index 96ee8e5d..c185b8b5 100644 --- a/src/primaite/notebooks/Training-an-RLLIB-MARL-System.ipynb +++ b/src/primaite/notebooks/Training-an-RLLIB-MARL-System.ipynb @@ -4,7 +4,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Train a Multi agent system using RLLIB\n", + "# Train a Multi agent system using RLLIB\n", "\n", "© Crown-owned copyright 2024, Defence Science and Technology Laboratory UK\n", "\n", @@ -108,7 +108,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.8" + "version": "3.10.12" } }, "nbformat": 4, diff --git a/src/primaite/notebooks/Training-an-RLLib-Agent.ipynb b/src/primaite/notebooks/Training-an-RLLib-Agent.ipynb index ac64689f..bdd60f36 100644 --- a/src/primaite/notebooks/Training-an-RLLib-Agent.ipynb +++ b/src/primaite/notebooks/Training-an-RLLib-Agent.ipynb @@ -4,7 +4,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Train a Single agent system using RLLib\n", + "# Train a Single agent system using RLLib\n", "\n", "© Crown-owned copyright 2024, Defence Science and Technology Laboratory UK\n", "\n", @@ -99,7 +99,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.8" + "version": "3.10.12" } }, "nbformat": 4, diff --git a/src/primaite/notebooks/Using-Episode-Schedules.ipynb b/src/primaite/notebooks/Using-Episode-Schedules.ipynb index 692a52b3..0d0f1a4a 100644 --- a/src/primaite/notebooks/Using-Episode-Schedules.ipynb +++ b/src/primaite/notebooks/Using-Episode-Schedules.ipynb @@ -328,7 +328,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.11" + "version": "3.10.12" } }, "nbformat": 4, diff --git a/src/primaite/notebooks/multi-processing.ipynb b/src/primaite/notebooks/multi-processing.ipynb index 1807d39c..86b549a7 100644 --- a/src/primaite/notebooks/multi-processing.ipynb +++ b/src/primaite/notebooks/multi-processing.ipynb @@ -4,7 +4,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Simple multi-processing demonstration\n", + "# Simple multi-processing demonstration\n", "\n", "© Crown-owned copyright 2024, Defence Science and Technology Laboratory UK\n", "\n", @@ -143,7 +143,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.11" + "version": "3.10.12" } }, "nbformat": 4, diff --git a/src/primaite/session/environment.py b/src/primaite/session/environment.py index 1c605f59..8fd39f40 100644 --- a/src/primaite/session/environment.py +++ b/src/primaite/session/environment.py @@ -37,7 +37,7 @@ class PrimaiteGymEnv(gymnasium.Env): """Name of the RL agent. Since there should only be one RL agent we can just pull the first and only key.""" self.episode_counter: int = 0 """Current episode number.""" - self.average_reward_per_episode: Dict[int, float] = {} + self.total_reward_per_episode: Dict[int, float] = {} """Average rewards of agents per episode.""" @property @@ -91,7 +91,7 @@ class PrimaiteGymEnv(gymnasium.Env): f"Resetting environment, episode {self.episode_counter}, " f"avg. reward: {self.agent.reward_function.total_reward}" ) - self.average_reward_per_episode[self.episode_counter] = self.agent.reward_function.total_reward + self.total_reward_per_episode[self.episode_counter] = self.agent.reward_function.total_reward if self.io.settings.save_agent_actions: all_agent_actions = {name: agent.history for name, agent in self.game.agents.items()} diff --git a/src/primaite/utils/session_output_reader.py b/src/primaite/utils/session_output_reader.py index 322b3b8d..c3088870 100644 --- a/src/primaite/utils/session_output_reader.py +++ b/src/primaite/utils/session_output_reader.py @@ -11,16 +11,16 @@ from typing import Any, Dict, Tuple, Union import polars as pl -def av_rewards_dict(av_rewards_csv_file: Union[str, Path]) -> Dict[int, float]: +def total_rewards_dict(total_rewards_csv_file: Union[str, Path]) -> Dict[int, float]: """ Read an average rewards per episode csv file and return as a dict. The dictionary keys are the episode number, and the values are the mean reward that episode. - :param av_rewards_csv_file: The average rewards per episode csv file path. + :param total_rewards_csv_file: The average rewards per episode csv file path. :return: The average rewards per episode csv as a dict. """ - df_dict = pl.read_csv(av_rewards_csv_file).to_dict() + df_dict = pl.read_csv(total_rewards_csv_file).to_dict() return {int(v): df_dict["Average Reward"][i] for i, v in enumerate(df_dict["Episode"])} diff --git a/src/primaite/utils/session_output_writer.py b/src/primaite/utils/session_output_writer.py index 9253147a..bdcf2b35 100644 --- a/src/primaite/utils/session_output_writer.py +++ b/src/primaite/utils/session_output_writer.py @@ -26,9 +26,9 @@ class SessionOutputWriter: Is used to write session outputs to csv file. """ - _AV_REWARD_PER_EPISODE_HEADER: Final[List[str]] = [ + _TOTAL_REWARD_PER_EPISODE_HEADER: Final[List[str]] = [ "Episode", - "Average Reward", + "Total Reward", ] def __init__( @@ -43,7 +43,7 @@ class SessionOutputWriter: :param env: PrimAITE gym environment. :type env: Primaite :param transaction_writer: If `true`, this will output a full account of every transaction taken by the agent. - If `false` it will output the average reward per episode, defaults to False + If `false` it will output the total reward per episode, defaults to False :type transaction_writer: bool, optional :param learning_session: Set to `true` to indicate that the current session is a training session. This determines the name of the folder which contains the final output csv. Defaults to True @@ -56,7 +56,7 @@ class SessionOutputWriter: if self.transaction_writer: fn = f"all_transactions_{self._env.timestamp_str}.csv" else: - fn = f"average_reward_per_episode_{self._env.timestamp_str}.csv" + fn = f"total_reward_per_episode_{self._env.timestamp_str}.csv" self._csv_file_path: "Path" if self.learning_session: @@ -94,7 +94,7 @@ class SessionOutputWriter: if isinstance(data, Transaction): header, data = data.as_csv_data() else: - header = self._AV_REWARD_PER_EPISODE_HEADER + header = self._TOTAL_REWARD_PER_EPISODE_HEADER if self._first_write: self._init_csv_writer() From 2d54d482a031416bae75419795a4ed25e0d10a91 Mon Sep 17 00:00:00 2001 From: Marek Wolan Date: Mon, 10 Jun 2024 14:45:56 +0000 Subject: [PATCH 39/40] Updated session_output_reader.py --- src/primaite/utils/session_output_reader.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/primaite/utils/session_output_reader.py b/src/primaite/utils/session_output_reader.py index c3088870..c6eb2f7b 100644 --- a/src/primaite/utils/session_output_reader.py +++ b/src/primaite/utils/session_output_reader.py @@ -2,7 +2,7 @@ raise DeprecationWarning( "Benchmarking depends on deprecated functionality and it has not been updated to primaite v3 yet." ) -# © Crown-owned copyright 2023, Defence Science and Technology Laboratory UK +# © Crown-owned copyright 2024, Defence Science and Technology Laboratory UK from pathlib import Path from typing import Any, Dict, Tuple, Union From d1bbab71b7bce2694cfe07f1ac0109aa9f27bdf4 Mon Sep 17 00:00:00 2001 From: Marek Wolan Date: Mon, 10 Jun 2024 14:46:06 +0000 Subject: [PATCH 40/40] Updated session_output_writer.py --- src/primaite/utils/session_output_writer.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/primaite/utils/session_output_writer.py b/src/primaite/utils/session_output_writer.py index bdcf2b35..a5acdee6 100644 --- a/src/primaite/utils/session_output_writer.py +++ b/src/primaite/utils/session_output_writer.py @@ -2,7 +2,7 @@ raise DeprecationWarning( "Benchmarking depends on deprecated functionality and it has not been updated to primaite v3 yet." ) -# © Crown-owned copyright 2023, Defence Science and Technology Laboratory UK +# © Crown-owned copyright 2024, Defence Science and Technology Laboratory UK import csv from logging import Logger from typing import Final, List, Tuple, TYPE_CHECKING, Union

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b/benchmark/results/v3.0.0/PrimAITE v3.0.0 Learning Benchmark.tex deleted file mode 100644 index 8df11336..00000000 --- a/benchmark/results/v3.0.0/PrimAITE v3.0.0 Learning Benchmark.tex +++ /dev/null @@ -1,122 +0,0 @@ -\documentclass{article}% -\usepackage[T1]{fontenc}% -\usepackage[utf8]{inputenc}% -\usepackage{lmodern}% -\usepackage{textcomp}% -\usepackage{lastpage}% -\usepackage{geometry}% -\geometry{tmargin=2.5cm,rmargin=2.5cm,bmargin=2.5cm,lmargin=2.5cm}% -\usepackage{graphicx}% -% -\title{PrimAITE 3.0.0 Learning Benchmark}% -\author{PrimAITE Dev Team}% -\date{2024{-}06{-}01}% -% -\begin{document}% -\normalsize% -\maketitle% -\section{Introduction}% -\label{sec:Introduction}% -PrimAITE v3.0.0 was benchmarked automatically upon release. Learning rate metrics were captured to be referenced during system{-}level testing and user acceptance testing (UAT).% -\newline% -The benchmarking process consists of running 10 training session using the same config file. Each session trains an agent for 1000 episodes, with each episode consisting of 128 steps.% -\newline% -The mean reward per episode from each session is captured. This is then used to calculate a combined average reward per episode from the 10 individual sessions for smoothing. Finally, a 25{-}widow rolling average of the combined average reward per session is calculated for further smoothing. - -% -\section{System Information}% -\label{sec:SystemInformation}% -\subsection{Python}% -\label{subsec:Python}% -\begin{tabular}{|l|l|}% -\hline% -\textbf{Version}&3.8.10 (tags/v3.8.10:3d8993a, May 3 2021, 11:48:03) {[}MSC v.1928 64 bit (AMD64){]}\\% -\hline% -\end{tabular} - -% -\subsection{System}% -\label{subsec:System}% -\begin{tabular}{|l|l|}% -\hline% -\textbf{OS}&Windows\\% -\hline% -\textbf{OS Version}&10.0.19045\\% -\hline% -\textbf{Machine}&AMD64\\% -\hline% -\textbf{Processor}&Intel64 Family 6 Model 85 Stepping 4, GenuineIntel\\% -\hline% -\end{tabular} - -% -\subsection{CPU}% -\label{subsec:CPU}% -\begin{tabular}{|l|l|}% -\hline% -\textbf{Physical Cores}&6\\% -\hline% -\textbf{Total Cores}&12\\% -\hline% -\textbf{Max Frequency}&3600.00Mhz\\% -\hline% -\end{tabular} - -% -\subsection{Memory}% -\label{subsec:Memory}% -\begin{tabular}{|l|l|}% -\hline% -\textbf{Total}&63.52GB\\% -\hline% -\textbf{Swap Total}&9.50GB\\% -\hline% -\end{tabular} - -% -\section{Stats}% -\label{sec:Stats}% -\subsection{Benchmark Results}% -\label{subsec:BenchmarkResults}% -\begin{tabular}{|l|l|}% -\hline% -\textbf{Total Sessions}&10\\% -\hline% -\textbf{Total Episodes}&10010\\% -\hline% -\textbf{Total Steps}&1280000\\% -\hline% -\textbf{Av Session Duration (s)}&1569.8775\\% -\hline% -\textbf{Av Step Duration (s)}&0.0012\\% -\hline% -\textbf{Av Duration per 100 Steps per 10 Nodes (s)}&0.1226\\% -\hline% -\end{tabular} - -% -\section{Graphs}% -\label{sec:Graphs}% -\subsection{PrimAITE 3.0.0 Learning Benchmark Plot}% -\label{subsec:PrimAITE3.0.0LearningBenchmarkPlot}% - - -\begin{figure}[h!]% -\centering% -\includegraphics[width=0.8\textwidth]{D:/Projects/ARCD/PrimAITE/PrimAITE/benchmark/results/v3.0.0/PrimAITE v3.0.0 Learning Benchmark.png}% -\caption{PrimAITE 3.0.0 Learning Benchmark Plot}% -\end{figure} - -% -\subsection{PrimAITE All Versions Learning Benchmark Plot}% -\label{subsec:PrimAITEAllVersionsLearningBenchmarkPlot}% - - -\begin{figure}[h!]% -\centering% -\includegraphics[width=0.8\textwidth]{D:/Projects/ARCD/PrimAITE/PrimAITE/benchmark/results/PrimAITE Versions Learning Benchmark.png}% -\caption{PrimAITE All Versions Learning Benchmark Plot}% -\end{figure} - -% -\end{document} diff --git a/benchmark/results/v3.0.0/v3.0.0_benchmark_metadata.json b/benchmark/results/v3.0.0/v3.0.0_benchmark_metadata.json deleted file mode 100644 index 030d471e..00000000 --- a/benchmark/results/v3.0.0/v3.0.0_benchmark_metadata.json +++ /dev/null @@ -1,12446 +0,0 @@ -{ - "start_timestamp": "2024-06-01T01:40:11.394254", - "end_datetime": "2024-06-01T06:01:52.187029", - "primaite_version": "3.0.0", - "system_info": { - "System": { - "OS": "Windows", - "OS Version": "10.0.19045", - "Machine": "AMD64", - "Processor": "Intel64 Family 6 Model 85 Stepping 4, GenuineIntel" - }, - "CPU": { - "Physical Cores": 6, - "Total Cores": 12, - "Max Frequency": "3600.00Mhz" - }, - "Memory": { - "Total": "63.52GB", - "Swap Total": "9.50GB" - }, - "GPU": [] - }, - "total_sessions": 10, - "total_episodes": 10010, - "total_time_steps": 1280000, - "av_s_per_session": 1569.8774766000001, - "av_s_per_step": 0.0012264667785937499, - "av_s_per_100_steps_10_nodes": 0.122646677859375, - "combined_av_reward_per_episode": { - 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"dest_wildcard_id": 0 - } - }, - "49": { - "action": "ROUTER_ACL_ADDRULE", - "options": { - "target_router_nodename": "router_1", - "position": 4, - "permission": 2, - "source_ip_id": 8, - "dest_ip_id": 3, - "source_port_id": 1, - "dest_port_id": 1, - "protocol_id": 3, - "source_wildcard_id": 0, - "dest_wildcard_id": 0 - } - }, - "50": { - "action": "ROUTER_ACL_ADDRULE", - "options": { - "target_router_nodename": "router_1", - "position": 5, - "permission": 2, - "source_ip_id": 7, - "dest_ip_id": 4, - "source_port_id": 1, - "dest_port_id": 1, - "protocol_id": 3, - "source_wildcard_id": 0, - "dest_wildcard_id": 0 - } - }, - "51": { - "action": "ROUTER_ACL_ADDRULE", - "options": { - "target_router_nodename": "router_1", - "position": 6, - "permission": 2, - "source_ip_id": 8, - "dest_ip_id": 4, - "source_port_id": 1, - "dest_port_id": 1, - "protocol_id": 3, - "source_wildcard_id": 0, - "dest_wildcard_id": 0 - } - }, - "52": { - "action": "ROUTER_ACL_REMOVERULE", - "options": { - "target_router_nodename": "router_1", - "position": 0 - } - }, - "53": { - "action": "ROUTER_ACL_REMOVERULE", - "options": { - "target_router_nodename": "router_1", - "position": 1 - } - }, - "54": { - "action": "ROUTER_ACL_REMOVERULE", - "options": { - "target_router_nodename": "router_1", - "position": 2 - } - }, - "55": { - "action": "ROUTER_ACL_REMOVERULE", - "options": { - "target_router_nodename": "router_1", - "position": 3 - } - }, - "56": { - "action": "ROUTER_ACL_REMOVERULE", - "options": { - "target_router_nodename": "router_1", - "position": 4 - } - }, - "57": { - "action": "ROUTER_ACL_REMOVERULE", - "options": { - "target_router_nodename": "router_1", - "position": 5 - } - }, - "58": { - "action": "ROUTER_ACL_REMOVERULE", - "options": { - "target_router_nodename": "router_1", - "position": 6 - } - }, - "59": { - "action": "ROUTER_ACL_REMOVERULE", - "options": { - "target_router_nodename": "router_1", - "position": 7 - } - }, - "60": { - "action": "ROUTER_ACL_REMOVERULE", - "options": { - "target_router_nodename": "router_1", - "position": 8 - } - }, - "61": { - "action": "ROUTER_ACL_REMOVERULE", - "options": { - "target_router_nodename": "router_1", - "position": 9 - } - }, - "62": { - "action": "HOST_NIC_DISABLE", - "options": { - "node_id": 0, - "nic_id": 0 - } - }, - "63": { - "action": "HOST_NIC_ENABLE", - "options": { - "node_id": 0, - "nic_id": 0 - } - }, - "64": { - "action": "HOST_NIC_DISABLE", - "options": { - "node_id": 1, - "nic_id": 0 - } - }, - "65": { - "action": "HOST_NIC_ENABLE", - "options": { - "node_id": 1, - "nic_id": 0 - } - }, - "66": { - "action": "HOST_NIC_DISABLE", - "options": { - "node_id": 2, - "nic_id": 0 - } - }, - "67": { - "action": "HOST_NIC_ENABLE", - "options": { - "node_id": 2, - "nic_id": 0 - } - }, - "68": { - "action": "HOST_NIC_DISABLE", - "options": { - "node_id": 3, - "nic_id": 0 - } - }, - "69": { - "action": "HOST_NIC_ENABLE", - "options": { - "node_id": 3, - "nic_id": 0 - } - }, - "70": { - "action": "HOST_NIC_DISABLE", - "options": { - "node_id": 4, - "nic_id": 0 - } - }, - "71": { - "action": "HOST_NIC_ENABLE", - "options": { - "node_id": 4, - "nic_id": 0 - } - }, - "72": { - "action": "HOST_NIC_DISABLE", - "options": { - "node_id": 4, - "nic_id": 1 - } - }, - "73": { - "action": "HOST_NIC_ENABLE", - "options": { - "node_id": 4, - "nic_id": 1 - } - }, - "74": { - "action": "HOST_NIC_DISABLE", - "options": { - "node_id": 5, - "nic_id": 0 - } - }, - "75": { - "action": "HOST_NIC_ENABLE", - "options": { - "node_id": 5, - "nic_id": 0 - } - }, - "76": { - "action": "HOST_NIC_DISABLE", - "options": { - "node_id": 6, - "nic_id": 0 - } - }, - "77": { - "action": "HOST_NIC_ENABLE", - "options": { - "node_id": 6, - "nic_id": 0 - } - } - }, - "options": { - "nodes": [ - { - "node_name": "domain_controller" - }, - { - "node_name": "web_server", - "applications": [ - { - "application_name": "DatabaseClient" - } - ], - "services": [ - { - "service_name": "WebServer" - } - ] - }, - { - "node_name": "database_server", - "folders": [ - { - "folder_name": "database", - "files": [ - { - "file_name": "database.db" - } - ] - } - ], - "services": [ - { - "service_name": "DatabaseService" - } - ] - }, - { - "node_name": "backup_server" - }, - { - "node_name": "security_suite" - }, - { - "node_name": "client_1" - }, - { - "node_name": "client_2" - } - ], - "max_folders_per_node": 2, - "max_files_per_folder": 2, - "max_services_per_node": 2, - "max_nics_per_node": 8, - "max_acl_rules": 10, - "ip_list": [ - "192.168.1.10", - "192.168.1.12", - "192.168.1.14", - "192.168.1.16", - "192.168.1.110", - "192.168.10.21", - "192.168.10.22", - "192.168.10.110" - ] - } - }, - "reward_function": { - "reward_components": [ - { - "type": "DATABASE_FILE_INTEGRITY", - "weight": 0.4, - "options": { - "node_hostname": "database_server", - "folder_name": "database", - "file_name": "database.db" - } - }, - { - "type": "SHARED_REWARD", - "weight": 1.0, - "options": { - "agent_name": "client_1_green_user" - } - }, - { - "type": "SHARED_REWARD", - "weight": 1.0, - "options": { - "agent_name": "client_2_green_user" - } - } - ] - }, - "agent_settings": { - "flatten_obs": true - } - } - ], - "simulation": { - "network": { - "nmne_config": { - "capture_nmne": true, - "nmne_capture_keywords": [ - "DELETE" - ] - }, - "nodes": [ - { - "hostname": "router_1", - "type": "router", - "num_ports": 5, - "ports": { - "1": { - "ip_address": "192.168.1.1", - "subnet_mask": "255.255.255.0" - }, - "2": { - "ip_address": "192.168.10.1", - "subnet_mask": "255.255.255.0" - } - }, - "acl": { - "18": { - "action": "PERMIT", - "src_port": "POSTGRES_SERVER", - "dst_port": "POSTGRES_SERVER" - }, - "19": { - "action": "PERMIT", - "src_port": "DNS", - "dst_port": "DNS" - }, - "20": { - "action": "PERMIT", - "src_port": "FTP", - "dst_port": "FTP" - }, - "21": { - "action": "PERMIT", - "src_port": "HTTP", - "dst_port": "HTTP" - }, - "22": { - "action": "PERMIT", - "src_port": "ARP", - "dst_port": "ARP" - }, - "23": { - "action": "PERMIT", - "protocol": "ICMP" - } - } - }, - { - "hostname": "switch_1", - "type": "switch", - "num_ports": 8 - }, - { - "hostname": "switch_2", - "type": "switch", - "num_ports": 8 - }, - { - "hostname": "domain_controller", - "type": "server", - "ip_address": "192.168.1.10", - "subnet_mask": "255.255.255.0", - "default_gateway": "192.168.1.1", - "services": [ - { - "type": "DNSServer", - "options": { - "domain_mapping": { - "arcd.com": "192.168.1.12" - } - } - } - ] - }, - { - "hostname": "web_server", - "type": "server", - "ip_address": "192.168.1.12", - "subnet_mask": "255.255.255.0", - "default_gateway": "192.168.1.1", - "dns_server": "192.168.1.10", - "services": [ - { - "type": "WebServer" - } - ], - "applications": [ - { - "type": "DatabaseClient", - "options": { - "db_server_ip": "192.168.1.14" - } - } - ] - }, - { - "hostname": "database_server", - "type": "server", - "ip_address": "192.168.1.14", - "subnet_mask": "255.255.255.0", - "default_gateway": "192.168.1.1", - "dns_server": "192.168.1.10", - "services": [ - { - "type": "DatabaseService", - "options": { - "backup_server_ip": "192.168.1.16" - } - }, - { - "type": "FTPClient" - } - ] - }, - { - "hostname": "backup_server", - "type": "server", - "ip_address": "192.168.1.16", - "subnet_mask": "255.255.255.0", - "default_gateway": "192.168.1.1", - "dns_server": "192.168.1.10", - "services": [ - { - "type": "FTPServer" - } - ] - }, - { - "hostname": "security_suite", - "type": "server", - "ip_address": "192.168.1.110", - "subnet_mask": "255.255.255.0", - "default_gateway": "192.168.1.1", - "dns_server": "192.168.1.10", - "network_interfaces": { - "2": { - "ip_address": "192.168.10.110", - "subnet_mask": "255.255.255.0" - } - } - }, - { - "hostname": "client_1", - "type": "computer", - "ip_address": "192.168.10.21", - "subnet_mask": "255.255.255.0", - "default_gateway": "192.168.10.1", - "dns_server": "192.168.1.10", - "applications": [ - { - "type": "DataManipulationBot", - "options": { - "port_scan_p_of_success": 0.8, - "data_manipulation_p_of_success": 0.8, - "payload": "DELETE", - "server_ip": "192.168.1.14" - } - }, - { - "type": "WebBrowser", - "options": { - "target_url": "http://arcd.com/users/" - } - }, - { - "type": "DatabaseClient", - "options": { - "db_server_ip": "192.168.1.14" - } - } - ], - "services": [ - { - "type": "DNSClient" - } - ] - }, - { - "hostname": "client_2", - "type": "computer", - "ip_address": "192.168.10.22", - "subnet_mask": "255.255.255.0", - "default_gateway": "192.168.10.1", - "dns_server": "192.168.1.10", - "applications": [ - { - "type": "WebBrowser", - "options": { - "target_url": "http://arcd.com/users/" - } - }, - { - "type": "DataManipulationBot", - "options": { - "port_scan_p_of_success": 0.8, - "data_manipulation_p_of_success": 0.8, - "payload": "DELETE", - "server_ip": "192.168.1.14" - } - }, - { - "type": "DatabaseClient", - "options": { - "db_server_ip": "192.168.1.14" - } - } - ], - "services": [ - { - "type": "DNSClient" - } - ] - } - ], - "links": [ - { - "endpoint_a_hostname": "router_1", - "endpoint_a_port": 1, - "endpoint_b_hostname": "switch_1", - "endpoint_b_port": 8 - }, - { - "endpoint_a_hostname": "router_1", - "endpoint_a_port": 2, - "endpoint_b_hostname": "switch_2", - "endpoint_b_port": 8 - }, - { - "endpoint_a_hostname": "switch_1", - "endpoint_a_port": 1, - "endpoint_b_hostname": "domain_controller", - "endpoint_b_port": 1 - }, - { - "endpoint_a_hostname": "switch_1", - "endpoint_a_port": 2, - "endpoint_b_hostname": "web_server", - "endpoint_b_port": 1 - }, - { - "endpoint_a_hostname": "switch_1", - "endpoint_a_port": 3, - "endpoint_b_hostname": "database_server", - "endpoint_b_port": 1 - }, - { - "endpoint_a_hostname": "switch_1", - "endpoint_a_port": 4, - "endpoint_b_hostname": "backup_server", - "endpoint_b_port": 1 - }, - { - "endpoint_a_hostname": "switch_1", - "endpoint_a_port": 7, - "endpoint_b_hostname": "security_suite", - "endpoint_b_port": 1 - }, - { - "endpoint_a_hostname": "switch_2", - "endpoint_a_port": 1, - "endpoint_b_hostname": "client_1", - "endpoint_b_port": 1 - }, - { - "endpoint_a_hostname": "switch_2", - "endpoint_a_port": 2, - "endpoint_b_hostname": "client_2", - "endpoint_b_port": 1 - }, - { - "endpoint_a_hostname": "switch_2", - "endpoint_a_port": 7, - "endpoint_b_hostname": "security_suite", - "endpoint_b_port": 2 - } - ] - } - } - } -} diff --git a/benchmark/utils/utils.py b/benchmark/utils.py similarity index 100% rename from benchmark/utils/utils.py rename to benchmark/utils.py diff --git a/benchmark/utils/benchmark.py b/benchmark/utils/benchmark.py deleted file mode 100644 index fc457a03..00000000 --- a/benchmark/utils/benchmark.py +++ /dev/null @@ -1,122 +0,0 @@ -from datetime import datetime -from typing import Any, Dict, List, Optional, Tuple - -from gymnasium.core import ObsType - -from primaite.session.environment import PrimaiteGymEnv - - -class BenchmarkPrimaiteGymEnv(PrimaiteGymEnv): - """ - Class that extends the PrimaiteGymEnv. - - The reset method is extended so that the average rewards per episode are recorded. - """ - - total_time_steps: int = 0 - - def reset(self, seed: Optional[int] = None) -> Tuple[ObsType, Dict[str, Any]]: - """Overrides the PrimAITEGymEnv reset so that the total timesteps is saved.""" - self.total_time_steps += self.game.step_counter - - return super().reset(seed=seed) - - -##################################### -# IGNORE BELOW FOR NOW -##################################### - - -class BenchMarkOSInfo: - """Operating System Information about the machine that run the benchmark.""" - - operating_system: str - """The operating system the benchmark was run on.""" - - operating_system_version: str - """The operating system version the benchmark was run on.""" - - machine: str - """The type of machine running the benchmark.""" - - processor: str - """The processor used to run the benchmark.""" - - -class BenchMarkCPUInfo: - """CPU Information of the machine that ran the benchmark.""" - - physical_cores: int - """The number of CPU cores the machine that ran the benchmark had.""" - - total_cores: int - """The number of total cores the machine that run the benchmark had.""" - - max_frequency: int - """The CPU's maximum clock speed.""" - - -class BenchMarkMemoryInfo: - """The Memory Information of the machine that ran the benchmark.""" - - total: str - """The total amount of memory.""" - - swap_total: str - """Virtual memory.""" - - -class BenchMarkGPUInfo: - """The GPU Information of the machine that ran the benchmark.""" - - name: str - """GPU name.""" - - total_memory: str - """GPU memory.""" - - -class BenchMarkSystemInfo: - """Overall system information of the machine that ran the benchmark.""" - - system: BenchMarkOSInfo - cpu: BenchMarkCPUInfo - memory: BenchMarkMemoryInfo - gpu: List[BenchMarkMemoryInfo] - - -class BenchMarkResult: - """Class containing the relevant benchmark results.""" - - benchmark_start_time: datetime - """Start time of the benchmark run.""" - - benchmark_end_time: datetime - """End time of the benchmark run.""" - - primaite_version: str - """The version of PrimAITE being benchmarked.""" - - system_info: BenchMarkSystemInfo - """System information of the machine that ran the benchmark.""" - - total_sessions: int - """The number of sessions that the benchmark ran.""" - - total_episodes: int - """The number of episodes over all the sessions that the benchmark ran.""" - - total_timesteps: int - """The number of timesteps over all the sessions that the benchmark ran.""" - - average_seconds_per_session: float - """The average time per session.""" - - average_seconds_per_step: float - """The average time per step.""" - - average_seconds_per_100_steps_and_10_nodes: float - """The average time per 100 steps on a 10 node network.""" - - combined_average_reward_per_episode: Dict - """tbd.""" From af0e67a61a41c82dddff8702f79c53bdfd241995 Mon Sep 17 00:00:00 2001 From: "Archer.Bowen" Date: Mon, 10 Jun 2024 10:41:05 +0100 Subject: [PATCH 35/40] User-Guide update: Very minor changes to notebook code cells to match release version identically. --- .../notebooks/Data-Manipulation-Customising-Red-Agent.ipynb | 2 +- .../notebooks/Getting-Information-Out-Of-PrimAITE.ipynb | 4 ++-- src/primaite/notebooks/Requests-and-Responses.ipynb | 2 +- src/primaite/notebooks/Training-an-RLLIB-MARL-System.ipynb | 2 +- src/primaite/notebooks/multi-processing.ipynb | 4 ++-- 5 files changed, 7 insertions(+), 7 deletions(-) diff --git a/src/primaite/notebooks/Data-Manipulation-Customising-Red-Agent.ipynb b/src/primaite/notebooks/Data-Manipulation-Customising-Red-Agent.ipynb index 33091c3f..dd5def9e 100644 --- a/src/primaite/notebooks/Data-Manipulation-Customising-Red-Agent.ipynb +++ b/src/primaite/notebooks/Data-Manipulation-Customising-Red-Agent.ipynb @@ -4,7 +4,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Customising red agents\n", + "# Customising UC2 Red Agents\n", "\n", "© Crown-owned copyright 2024, Defence Science and Technology Laboratory UK\n", "\n", diff --git a/src/primaite/notebooks/Getting-Information-Out-Of-PrimAITE.ipynb b/src/primaite/notebooks/Getting-Information-Out-Of-PrimAITE.ipynb index c3f97965..a832f3cc 100644 --- a/src/primaite/notebooks/Getting-Information-Out-Of-PrimAITE.ipynb +++ b/src/primaite/notebooks/Getting-Information-Out-Of-PrimAITE.ipynb @@ -6,7 +6,7 @@ "source": [ "# Getting information out of PrimAITE\n", "\n", - "© Crown-owned copyright 2024, Defence Science and Technology Laboratory UK" + "© Crown-owned copyright 2024, Defence Science and Technology Laboratory UK\n" ] }, { @@ -162,7 +162,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.10" + "version": "3.10.8" } }, "nbformat": 4, diff --git a/src/primaite/notebooks/Requests-and-Responses.ipynb b/src/primaite/notebooks/Requests-and-Responses.ipynb index 54669146..ca9f02f5 100644 --- a/src/primaite/notebooks/Requests-and-Responses.ipynb +++ b/src/primaite/notebooks/Requests-and-Responses.ipynb @@ -8,7 +8,7 @@ "\n", "Agents interact with the PrimAITE simulation via the Request system.\n", "\n", - "© Crown-owned copyright 2024, Defence Science and Technology Laboratory UK" + "© Crown-owned copyright 2024, Defence Science and Technology Laboratory UK\n" ] }, { diff --git a/src/primaite/notebooks/Training-an-RLLIB-MARL-System.ipynb b/src/primaite/notebooks/Training-an-RLLIB-MARL-System.ipynb index 307b4a7e..96ee8e5d 100644 --- a/src/primaite/notebooks/Training-an-RLLIB-MARL-System.ipynb +++ b/src/primaite/notebooks/Training-an-RLLIB-MARL-System.ipynb @@ -4,7 +4,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Train a Multi agent system using RLLIB\n", + "## Train a Multi agent system using RLLIB\n", "\n", "© Crown-owned copyright 2024, Defence Science and Technology Laboratory UK\n", "\n", diff --git a/src/primaite/notebooks/multi-processing.ipynb b/src/primaite/notebooks/multi-processing.ipynb index dd996901..7085e4b6 100644 --- a/src/primaite/notebooks/multi-processing.ipynb +++ b/src/primaite/notebooks/multi-processing.ipynb @@ -4,11 +4,11 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Simple Multi-processing demonstration \n", + "## Simple multi-processing demonstration \n", "\n", "© Crown-owned copyright 2024, Defence Science and Technology Laboratory UK\n", "\n", - "This notebook uses SubprocVecEnv from SB3" + "This notebook uses SubprocVecEnv from SB3." ] }, { From 2a6a16b2229cb1cd24af4542a5ced9da444cf8c4 Mon Sep 17 00:00:00 2001 From: "Archer.Bowen" Date: Mon, 10 Jun 2024 10:50:58 +0100 Subject: [PATCH 36/40] Space inbetween title to prevent merge conflicts. --- src/primaite/notebooks/multi-processing.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/primaite/notebooks/multi-processing.ipynb b/src/primaite/notebooks/multi-processing.ipynb index 7085e4b6..1807d39c 100644 --- a/src/primaite/notebooks/multi-processing.ipynb +++ b/src/primaite/notebooks/multi-processing.ipynb @@ -4,7 +4,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Simple multi-processing demonstration \n", + "## Simple multi-processing demonstration\n", "\n", "© Crown-owned copyright 2024, Defence Science and Technology Laboratory UK\n", "\n", From 05a6a4f7bddf8cf15cf0016a0a8cc8918765b4a4 Mon Sep 17 00:00:00 2001 From: Chris McCarthy Date: Mon, 10 Jun 2024 11:12:41 +0100 Subject: [PATCH 37/40] added manual benchmark pdf report and graphs --- .../PrimAITE Versions Learning Benchmark.png | Bin 0 -> 92918 bytes .../PrimAITE v3.0.0 Learning Benchmark.pdf | Bin 0 -> 348917 bytes .../PrimAITE v3.0.0 Learning Benchmark.png | Bin 0 -> 302436 bytes 3 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 benchmark/results/v3/PrimAITE Versions Learning Benchmark.png create mode 100644 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