From 4068231547c3a9ee3733cf15fc1a1dbf9cf8044e Mon Sep 17 00:00:00 2001 From: Chris McCarthy Date: Fri, 7 Jun 2024 19:59:55 +0100 Subject: [PATCH] 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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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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}, - "31": { - "action": "NODE_SHUTDOWN", - "options": { - "node_id": 3 - } - }, - "32": { - "action": "NODE_STARTUP", - "options": { - "node_id": 3 - } - }, - "33": { - "action": "NODE_RESET", - "options": { - "node_id": 3 - } - }, - "34": { - "action": "NODE_OS_SCAN", - "options": { - "node_id": 4 - } - }, - "35": { - "action": "NODE_SHUTDOWN", - "options": { - "node_id": 4 - } - }, - "36": { - "action": "NODE_STARTUP", - "options": { - "node_id": 4 - } - }, - "37": { - "action": "NODE_RESET", - "options": { - "node_id": 4 - } - }, - "38": { - "action": "NODE_OS_SCAN", - "options": { - "node_id": 5 - } - }, - "39": { - "action": "NODE_SHUTDOWN", - "options": { - "node_id": 5 - } - }, - "40": { - "action": "NODE_STARTUP", - "options": { - "node_id": 5 - } - }, - "41": { - "action": "NODE_RESET", - "options": { - "node_id": 5 - } - }, - "42": { - "action": "NODE_OS_SCAN", - "options": { - "node_id": 6 - } - }, - "43": { - "action": "NODE_SHUTDOWN", - "options": { - "node_id": 6 - } - }, - "44": { - "action": "NODE_STARTUP", - "options": { - "node_id": 6 - } - }, - "45": { - "action": "NODE_RESET", - "options": { - "node_id": 6 - } - }, - "46": { - "action": "ROUTER_ACL_ADDRULE", - "options": { - "target_router_nodename": "router_1", - "position": 1, - "permission": 2, - "source_ip_id": 7, - "dest_ip_id": 1, - "source_port_id": 1, - "dest_port_id": 1, - "protocol_id": 1, - "source_wildcard_id": 0, - "dest_wildcard_id": 0 - } - }, - "47": { - "action": "ROUTER_ACL_ADDRULE", - "options": { - "target_router_nodename": "router_1", - "position": 2, - "permission": 2, - "source_ip_id": 8, - "dest_ip_id": 1, - "source_port_id": 1, - "dest_port_id": 1, - "protocol_id": 1, - "source_wildcard_id": 0, - "dest_wildcard_id": 0 - } - }, - "48": { - "action": "ROUTER_ACL_ADDRULE", - "options": { - "target_router_nodename": "router_1", - "position": 3, - "permission": 2, - "source_ip_id": 7, - "dest_ip_id": 3, - "source_port_id": 1, - "dest_port_id": 1, - "protocol_id": 3, - "source_wildcard_id": 0, - "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."""