From 7054b775ffb6bb10c5572c216c0458f2bb90ad7d Mon Sep 17 00:00:00 2001 From: Chris McCarthy Date: Tue, 18 Jul 2023 10:11:01 +0100 Subject: [PATCH 1/5] #1632 - Added bench marking script --- .gitignore | 1 + .../config/benchmark_training_config.yaml | 163 ++++++++++++++++++ benchmark/primaite_benchmark.py | 122 +++++++++++++ 3 files changed, 286 insertions(+) create mode 100644 benchmark/config/benchmark_training_config.yaml create mode 100644 benchmark/primaite_benchmark.py diff --git a/.gitignore b/.gitignore index ef1050e6..3f3bbf05 100644 --- a/.gitignore +++ b/.gitignore @@ -147,3 +147,4 @@ docs/source/primaite-dependencies.rst # outputs src/primaite/outputs/ +/benchmark/output/ diff --git a/benchmark/config/benchmark_training_config.yaml b/benchmark/config/benchmark_training_config.yaml new file mode 100644 index 00000000..a194d1c6 --- /dev/null +++ b/benchmark/config/benchmark_training_config.yaml @@ -0,0 +1,163 @@ +# Training Config File + +# Sets which agent algorithm framework will be used. +# Options are: +# "SB3" (Stable Baselines3) +# "RLLIB" (Ray RLlib) +# "CUSTOM" (Custom Agent) +agent_framework: SB3 + +# Sets which deep learning framework will be used (by RLlib ONLY). +# Default is TF (Tensorflow). +# Options are: +# "TF" (Tensorflow) +# TF2 (Tensorflow 2.X) +# TORCH (PyTorch) +deep_learning_framework: TF2 + +# Sets which Agent class will be used. +# Options are: +# "A2C" (Advantage Actor Critic coupled with either SB3 or RLLIB agent_framework) +# "PPO" (Proximal Policy Optimization coupled with either SB3 or RLLIB agent_framework) +# "HARDCODED" (The HardCoded agents coupled with an ACL or NODE action_type) +# "DO_NOTHING" (The DoNothing agents coupled with an ACL or NODE action_type) +# "RANDOM" (primaite.agents.simple.RandomAgent) +# "DUMMY" (primaite.agents.simple.DummyAgent) +agent_identifier: PPO + +# Sets whether Red Agent POL and IER is randomised. +# Options are: +# True +# False +random_red_agent: False + +# The (integer) seed to be used in random number generation +# Default is None (null) +seed: null + +# Set whether the agent will be deterministic instead of stochastic +# Options are: +# True +# False +deterministic: False + +# Sets what view of the environment the deterministic hardcoded agent has. The default is BASIC. +# Options are: +# "BASIC" (The current observation space only) +# "FULL" (Full environment view with actions taken and reward feedback) +hard_coded_agent_view: FULL + +# Sets How the Action Space is defined: +# "NODE" +# "ACL" +# "ANY" node and acl actions +action_type: ANY +# observation space +observation_space: + flatten: true + components: + - name: NODE_LINK_TABLE + - name: NODE_STATUSES + - name: LINK_TRAFFIC_LEVELS + + +# Number of episodes for training to run per session +num_train_episodes: 10 + +# Number of time_steps for training per episode +num_train_steps: 256 + +# Number of episodes for evaluation to run per session +num_eval_episodes: 1 + +# Number of time_steps for evaluation per episode +num_eval_steps: 256 + +# Sets how often the agent will save a checkpoint (every n time episodes). +# Set to 0 if no checkpoints are required. Default is 10 +checkpoint_every_n_episodes: 0 + +# Time delay (milliseconds) between steps for CUSTOM agents. +time_delay: 5 + +# Type of session to be run. Options are: +# "TRAIN" (Trains an agent) +# "EVAL" (Evaluates an agent) +# "TRAIN_EVAL" (Trains then evaluates an agent) +session_type: TRAIN + +# Environment config values +# The high value for the observation space +observation_space_high_value: 1000000000 + +# The Stable Baselines3 learn/eval output verbosity level: +# Options are: +# "NONE" (No Output) +# "INFO" (Info Messages (such as devices and wrappers used)) +# "DEBUG" (All Messages) +sb3_output_verbose_level: NONE + +# Reward values +# Generic +all_ok: 0 +# Node Hardware State +off_should_be_on: -0.001 +off_should_be_resetting: -0.0005 +on_should_be_off: -0.0002 +on_should_be_resetting: -0.0005 +resetting_should_be_on: -0.0005 +resetting_should_be_off: -0.0002 +resetting: -0.0003 +# Node Software or Service State +good_should_be_patching: 0.0002 +good_should_be_compromised: 0.0005 +good_should_be_overwhelmed: 0.0005 +patching_should_be_good: -0.0005 +patching_should_be_compromised: 0.0002 +patching_should_be_overwhelmed: 0.0002 +patching: -0.0003 +compromised_should_be_good: -0.002 +compromised_should_be_patching: -0.002 +compromised_should_be_overwhelmed: -0.002 +compromised: -0.002 +overwhelmed_should_be_good: -0.002 +overwhelmed_should_be_patching: -0.002 +overwhelmed_should_be_compromised: -0.002 +overwhelmed: -0.002 +# Node File System State +good_should_be_repairing: 0.0002 +good_should_be_restoring: 0.0002 +good_should_be_corrupt: 0.0005 +good_should_be_destroyed: 0.001 +repairing_should_be_good: -0.0005 +repairing_should_be_restoring: 0.0002 +repairing_should_be_corrupt: 0.0002 +repairing_should_be_destroyed: 0.0000 +repairing: -0.0003 +restoring_should_be_good: -0.001 +restoring_should_be_repairing: -0.0002 +restoring_should_be_corrupt: 0.0001 +restoring_should_be_destroyed: 0.0002 +restoring: -0.0006 +corrupt_should_be_good: -0.001 +corrupt_should_be_repairing: -0.001 +corrupt_should_be_restoring: -0.001 +corrupt_should_be_destroyed: 0.0002 +corrupt: -0.001 +destroyed_should_be_good: -0.002 +destroyed_should_be_repairing: -0.002 +destroyed_should_be_restoring: -0.002 +destroyed_should_be_corrupt: -0.002 +destroyed: -0.002 +scanning: -0.0002 +# IER status +red_ier_running: -0.0005 +green_ier_blocked: -0.001 + +# Patching / Reset durations +os_patching_duration: 5 # The time taken to patch the OS +node_reset_duration: 5 # The time taken to reset a node (hardware) +service_patching_duration: 5 # The time taken to patch a service +file_system_repairing_limit: 5 # The time take to repair the file system +file_system_restoring_limit: 5 # The time take to restore the file system +file_system_scanning_limit: 5 # The time taken to scan the file system diff --git a/benchmark/primaite_benchmark.py b/benchmark/primaite_benchmark.py new file mode 100644 index 00000000..3c6055d0 --- /dev/null +++ b/benchmark/primaite_benchmark.py @@ -0,0 +1,122 @@ +import json +import shutil +from datetime import datetime +from pathlib import Path +from typing import Any, Dict, Final, Tuple +from unittest.mock import patch + +import primaite +from primaite.config.lay_down_config import data_manipulation_config_path +from tests.conftest import TempPrimaiteSession + +_LOGGER = primaite.getLogger(__name__) + +_RESULTS_ROOT: Final[Path] = Path(__file__).parent / "results" +_RESULTS_ROOT.mkdir(exist_ok=True, parents=True) + +_OUTPUT_ROOT: Final[Path] = Path(__file__).parent / "output" +# Clear and recreate the output directory +shutil.rmtree(_OUTPUT_ROOT) +_OUTPUT_ROOT.mkdir() + + +class BenchmarkPrimaiteSession(TempPrimaiteSession): + """A benchmarking primaite session.""" + + def _learn_benchmark_durations(self) -> Tuple[float, float, float]: + """ + Calculate and return the learning benchmark durations. + + Calculates the: + - Total learning time in seconds + - Total learning time per time step in seconds + - Total learning time per 100 time steps per 10 nodes in seconds + + :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 + total_s = delta.total_seconds() + + total_steps = data["learning"]["total_time_steps"] + s_per_step = total_s / total_steps + + num_nodes = self.env.num_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]: + """Metadata specific to the learning session.""" + total_s, s_per_step, s_per_100_steps_10_nodes = self._learn_benchmark_durations() + return { + "total_episodes": self.env.actual_episode_count, + "total_time_steps": self.env.total_step_count, + "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(), + } + + +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() + path = Path(__file__).parent / "config/benchmark_training_config.yaml" + return BenchmarkPrimaiteSession(path, data_manipulation_config_path()) + + +def _summarise_metadata_dict_results(data: Dict) -> Dict: + n = len(data) + averaged_data = { + "total_sessions": n, + "total_episodes": sum(d["total_episodes"] for d in data.values()), + "total_time_steps": sum(d["total_time_steps"] for d in data.values()), + "av_s_per_session": sum(d["total_s"] for d in data.values()) / n, + "av_s_per_step": sum(d["s_per_step"] for d in data.values()) / n, + "av_s_per_100_steps_10_nodes": sum(d["s_per_100_steps_10_nodes"] for d in data.values()) / n, + "av_reward_per_episode": {}, + } + + av_reward_per_episode_keys = data[1]["av_reward_per_episode"].keys() + + for episode_key in av_reward_per_episode_keys: + averaged_data["av_reward_per_episode"][episode_key] = ( + sum(data[k]["av_reward_per_episode"][episode_key] for k in data.keys()) / n + ) + + return averaged_data + + +def run(): + """Run the PrimAITE benchmark.""" + av_reward_per_episode_dicts = {} + for i in range(1, 11): + 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 = _summarise_metadata_dict_results(av_reward_per_episode_dicts) + v_str = f"v{primaite.__version__}".strip() + + 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) + + +if __name__ == "__main__": + run() From aaf1066d29c4da26ae07416cafbc88b828b5e2c0 Mon Sep 17 00:00:00 2001 From: Chris McCarthy Date: Thu, 20 Jul 2023 08:48:18 +0100 Subject: [PATCH 2/5] #1632 - Added full benchmarking script that included plots and a LaTeX report. Ran the v2.0.0rc1 benchmark. Tidied a few other things up. --- .../config/benchmark_training_config.yaml | 6 +- benchmark/primaite_benchmark.py | 369 +- .../PrimAITE Versions Learning Benchmark.png | Bin 0 -> 121405 bytes .../PrimAITE v2.0.0rc1 Learning Benchmark.pdf | Bin 0 -> 531688 bytes .../PrimAITE v2.0.0rc1 Learning Benchmark.png | Bin 0 -> 492465 bytes .../v2.0.0rc1_benchmark_metadata.json | 6351 +++++++++++++++++ pyproject.toml | 1 + src/primaite/__init__.py | 2 +- src/primaite/config/training_config.py | 3 +- src/primaite/data_viz/session_plots.py | 4 +- .../nodes/node_state_instruction_red.py | 4 +- src/primaite/pol/red_agent_pol.py | 5 + src/primaite/primaite_session.py | 29 +- src/primaite/utils/session_output_reader.py | 2 +- tests/conftest.py | 29 +- 15 files changed, 6742 insertions(+), 63 deletions(-) create mode 100644 benchmark/results/PrimAITE Versions Learning Benchmark.png create mode 100644 benchmark/results/v2.0.0rc1/PrimAITE v2.0.0rc1 Learning Benchmark.pdf create mode 100644 benchmark/results/v2.0.0rc1/PrimAITE v2.0.0rc1 Learning Benchmark.png create mode 100644 benchmark/results/v2.0.0rc1/v2.0.0rc1_benchmark_metadata.json diff --git a/benchmark/config/benchmark_training_config.yaml b/benchmark/config/benchmark_training_config.yaml index a194d1c6..06186e26 100644 --- a/benchmark/config/benchmark_training_config.yaml +++ b/benchmark/config/benchmark_training_config.yaml @@ -51,7 +51,8 @@ hard_coded_agent_view: FULL # "NODE" # "ACL" # "ANY" node and acl actions -action_type: ANY +action_type: NODE + # observation space observation_space: flatten: true @@ -60,9 +61,8 @@ observation_space: - name: NODE_STATUSES - name: LINK_TRAFFIC_LEVELS - # Number of episodes for training to run per session -num_train_episodes: 10 +num_train_episodes: 500 # Number of time_steps for training per episode num_train_steps: 256 diff --git a/benchmark/primaite_benchmark.py b/benchmark/primaite_benchmark.py index 3c6055d0..d6a49a7a 100644 --- a/benchmark/primaite_benchmark.py +++ b/benchmark/primaite_benchmark.py @@ -1,28 +1,199 @@ import json +import platform import shutil from datetime import datetime from pathlib import Path -from typing import Any, Dict, Final, Tuple +from typing import Any, Dict, Final, Optional, Tuple, Union from unittest.mock import patch +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 + import primaite from primaite.config.lay_down_config import data_manipulation_config_path -from tests.conftest import TempPrimaiteSession +from primaite.data_viz.session_plots import get_plotly_config +from primaite.environment.primaite_env import Primaite +from primaite.primaite_session import PrimaiteSession _LOGGER = primaite.getLogger(__name__) -_RESULTS_ROOT: Final[Path] = Path(__file__).parent / "results" +_BENCHMARK_ROOT = Path(__file__).parent +_RESULTS_ROOT: Final[Path] = _BENCHMARK_ROOT / "results" _RESULTS_ROOT.mkdir(exist_ok=True, parents=True) -_OUTPUT_ROOT: Final[Path] = Path(__file__).parent / "output" +_OUTPUT_ROOT: Final[Path] = _BENCHMARK_ROOT / "output" # Clear and recreate the output directory 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 BenchmarkPrimaiteSession(TempPrimaiteSession): + +def get_size(size_bytes: int): + """ + 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], + } + + +def _build_benchmark_latex_report( + benchmark_metadata_dict: Dict, this_version_plot_path: Path, all_version_plot_path: 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 5-widow rolling average of the combined average reward per session is calculated for " + f"further smoothing." + ) + + with doc.create(Section("System Information")): + for section, section_data in data["system_info"].items(): + if section_data: + with doc.create(Subsection(section.capitalize())): + 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) + + +class BenchmarkPrimaiteSession(PrimaiteSession): """A benchmarking primaite session.""" + def __init__( + self, + training_config_path: Union[str, Path], + lay_down_config_path: Union[str, Path], + ): + 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): + return self + + def __exit__(self, type, value, tb): + shutil.rmtree(self.session_path) + _LOGGER.debug(f"Deleted benchmark session directory: {self.session_path}") + def _learn_benchmark_durations(self) -> Tuple[float, float, float]: """ Calculate and return the learning benchmark durations. @@ -71,43 +242,184 @@ def _get_benchmark_session_path(session_timestamp: datetime) -> Path: 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() - path = Path(__file__).parent / "config/benchmark_training_config.yaml" - return BenchmarkPrimaiteSession(path, data_manipulation_config_path()) + return BenchmarkPrimaiteSession(_TRAINING_CONFIG_PATH, _LAY_DOWN_CONFIG_PATH) -def _summarise_metadata_dict_results(data: Dict) -> Dict: - n = len(data) +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 data.values()), - "total_time_steps": sum(d["total_time_steps"] for d in data.values()), - "av_s_per_session": sum(d["total_s"] for d in data.values()) / n, - "av_s_per_step": sum(d["s_per_step"] for d in data.values()) / n, - "av_s_per_100_steps_10_nodes": sum(d["s_per_100_steps_10_nodes"] for d in data.values()) / n, - "av_reward_per_episode": {}, + "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, } - av_reward_per_episode_keys = data[1]["av_reward_per_episode"].keys() + episodes = metadata_dict[1]["av_reward_per_episode"].keys() - for episode_key in av_reward_per_episode_keys: - averaged_data["av_reward_per_episode"][episode_key] = ( - sum(data[k]["av_reward_per_episode"][episode_key] for k in data.keys()) / n - ) + 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): + 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=5)) + .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(): + """ + 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 + 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, line={"color": "#FF0000"} + ) + ) + + # 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 run(): """Run the PrimAITE benchmark.""" + start_datetime = datetime.now() av_reward_per_episode_dicts = {} for i in range(1, 11): - print(f"starting Benchmark Session: {i}") + 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 = _summarise_metadata_dict_results(av_reward_per_episode_dicts) - v_str = f"v{primaite.__version__}".strip() + benchmark_metadata = _build_benchmark_results_dict( + start_datetime=start_datetime, metadata_dict=av_reward_per_episode_dicts + ) + v_str = f"v{primaite.__version__}" version_result_dir = _RESULTS_ROOT / v_str if version_result_dir.exists(): @@ -116,6 +428,17 @@ def run(): 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/results/PrimAITE Versions Learning Benchmark.png b/benchmark/results/PrimAITE Versions Learning Benchmark.png new file mode 100644 index 0000000000000000000000000000000000000000..b17c8e7c1ef8e822a9050487e8dd5479605d253a GIT binary patch literal 121405 zcmeFZc{r49|35C25rqmVyCQoCAxjA%kv(fAB->c0j3G4$A!W(lX5X_7(~yzKT6SiJ zCfUu%HWOp{o$mX&@8@|wpYHqn{T|129KU~_Ag=cO4cmh*dG2dtYsjx|l?y z-ni>?{nozbQ_Eh5Om48BWM^eGlJ_{GKDO}1=;jrQU2MwnXA7UgPC(DOzw%KWOD}e* 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"resetting_should_be_on": -0.0005, + "resetting_should_be_off": -0.0002, + "resetting": -0.0003, + "good_should_be_patching": 0.0002, + "good_should_be_compromised": 0.0005, + "good_should_be_overwhelmed": 0.0005, + "patching_should_be_good": -0.0005, + "patching_should_be_compromised": 0.0002, + "patching_should_be_overwhelmed": 0.0002, + "patching": -0.0003, + "compromised_should_be_good": -0.002, + "compromised_should_be_patching": -0.002, + "compromised_should_be_overwhelmed": -0.002, + "compromised": -0.002, + "overwhelmed_should_be_good": -0.002, + "overwhelmed_should_be_patching": -0.002, + "overwhelmed_should_be_compromised": -0.002, + "overwhelmed": -0.002, + "good_should_be_repairing": 0.0002, + "good_should_be_restoring": 0.0002, + "good_should_be_corrupt": 0.0005, + "good_should_be_destroyed": 0.001, + "repairing_should_be_good": -0.0005, + "repairing_should_be_restoring": 0.0002, + "repairing_should_be_corrupt": 0.0002, + "repairing_should_be_destroyed": 0.0, + "repairing": -0.0003, + "restoring_should_be_good": -0.001, + "restoring_should_be_repairing": -0.0002, + "restoring_should_be_corrupt": 0.0001, + "restoring_should_be_destroyed": 0.0002, + "restoring": -0.0006, + "corrupt_should_be_good": -0.001, + "corrupt_should_be_repairing": -0.001, + "corrupt_should_be_restoring": -0.001, + "corrupt_should_be_destroyed": 0.0002, + "corrupt": -0.001, + "destroyed_should_be_good": -0.002, + "destroyed_should_be_repairing": -0.002, + "destroyed_should_be_restoring": -0.002, + "destroyed_should_be_corrupt": -0.002, + "destroyed": -0.002, + "scanning": -0.0002, + "red_ier_running": -0.0005, + "green_ier_blocked": -0.001, + "os_patching_duration": 5, + "node_reset_duration": 5, + "service_patching_duration": 5, + "file_system_repairing_limit": 5, + "file_system_restoring_limit": 5, + "file_system_scanning_limit": 5 + }, + "lay_down_config": [ + { + "item_type": "PORTS", + "ports_list": [ + { + "port": "80" + }, + { + "port": "1433" + }, + { + "port": "53" + } + ] + }, + { + "item_type": "SERVICES", + "service_list": [ + { + "name": "TCP" + }, + { + "name": "TCP_SQL" + }, + { + "name": "UDP" + } + ] + }, + { + "item_type": "NODE", + "node_id": "1", + "name": "CLIENT_1", + "node_class": "SERVICE", + "node_type": "COMPUTER", + "priority": "P5", + "hardware_state": "ON", + "ip_address": "192.168.10.11", + "software_state": "GOOD", + "file_system_state": "GOOD", + "services": [ + { + "name": "TCP", + "port": "80", + "state": "GOOD" + }, + { + "name": "UDP", + "port": "53", + "state": "GOOD" + } + ] + }, + { + "item_type": "NODE", + "node_id": "2", + "name": "CLIENT_2", + "node_class": "SERVICE", + "node_type": "COMPUTER", + "priority": "P5", + "hardware_state": "ON", + "ip_address": "192.168.10.12", + "software_state": "GOOD", + "file_system_state": "GOOD", + "services": [ + { + "name": "TCP", + "port": "80", + "state": "GOOD" + } + ] + }, + { + "item_type": "NODE", + "node_id": "3", + "name": "SWITCH_1", + "node_class": "ACTIVE", + "node_type": "SWITCH", + "priority": "P2", + "hardware_state": "ON", + "ip_address": "192.168.10.1", + "software_state": "GOOD", + "file_system_state": "GOOD" + }, + { + "item_type": "NODE", + "node_id": "4", + "name": "SECURITY_SUITE", + "node_class": "SERVICE", + "node_type": "SERVER", + "priority": "P5", + "hardware_state": "ON", + "ip_address": "192.168.1.10", + "software_state": "GOOD", + "file_system_state": "GOOD", + "services": [ + { + "name": "TCP", + "port": "80", + "state": "GOOD" + }, + { + "name": "UDP", + "port": "53", + "state": "GOOD" + } + ] + }, + { + "item_type": "NODE", + "node_id": "5", + "name": "MANAGEMENT_CONSOLE", + "node_class": "SERVICE", + "node_type": "SERVER", + "priority": "P5", + "hardware_state": "ON", + "ip_address": "192.168.1.12", + "software_state": "GOOD", + "file_system_state": "GOOD", + "services": [ + { + "name": "TCP", + "port": "80", + "state": "GOOD" + }, + { + "name": "UDP", + "port": "53", + "state": "GOOD" + } + ] + }, + { + "item_type": "NODE", + "node_id": "6", + "name": "SWITCH_2", + "node_class": "ACTIVE", + "node_type": "SWITCH", + "priority": "P2", + "hardware_state": "ON", + "ip_address": "192.168.2.1", + "software_state": "GOOD", + "file_system_state": "GOOD" + }, + { + "item_type": "NODE", + "node_id": "7", + "name": "WEB_SERVER", + "node_class": "SERVICE", + "node_type": "SERVER", + "priority": "P5", + "hardware_state": "ON", + "ip_address": "192.168.2.10", + "software_state": "GOOD", + "file_system_state": "GOOD", + "services": [ + { + "name": "TCP", + "port": "80", + "state": "GOOD" + }, + { + "name": "TCP_SQL", + "port": "1433", + "state": "GOOD" + } + ] + }, + { + "item_type": "NODE", + "node_id": "8", + "name": "DATABASE_SERVER", + "node_class": "SERVICE", + "node_type": "SERVER", + "priority": "P5", + "hardware_state": "ON", + "ip_address": "192.168.2.14", + "software_state": "GOOD", + "file_system_state": "GOOD", + "services": [ + { + "name": "TCP", + "port": "80", + "state": "GOOD" + }, + { + "name": "TCP_SQL", + "port": "1433", + "state": "GOOD" + }, + { + "name": "UDP", + "port": "53", + "state": "GOOD" + } + ] + }, + { + "item_type": "NODE", + "node_id": "9", + "name": "BACKUP_SERVER", + "node_class": "SERVICE", + "node_type": "SERVER", + "priority": "P5", + "hardware_state": "ON", + "ip_address": "192.168.2.16", + "software_state": "GOOD", + "file_system_state": "GOOD", + "services": [ + { + "name": "TCP", + "port": "80", + "state": "GOOD" + } + ] + }, + { + "item_type": "LINK", + "id": "10", + "name": "LINK_1", + "bandwidth": 1000000000, + "source": "1", + "destination": "3" + }, + { + "item_type": "LINK", + "id": "11", + "name": "LINK_2", + "bandwidth": 1000000000, + "source": "2", + "destination": "3" + }, + { + "item_type": "LINK", + "id": "12", + "name": "LINK_3", + "bandwidth": 1000000000, + "source": "3", + "destination": "4" + }, + { + "item_type": "LINK", + "id": "13", + "name": "LINK_4", + "bandwidth": 1000000000, + "source": "3", + "destination": "5" + }, + { + "item_type": "LINK", + "id": "14", + "name": "LINK_5", + "bandwidth": 1000000000, + "source": "4", + "destination": "6" + }, + { + "item_type": "LINK", + "id": "15", + "name": "LINK_6", + "bandwidth": 1000000000, + "source": "5", + "destination": "6" + }, + { + "item_type": "LINK", + "id": "16", + "name": "LINK_7", + "bandwidth": 1000000000, + "source": "6", + "destination": "7" + }, + { + "item_type": "LINK", + "id": "17", + "name": "LINK_8", + "bandwidth": 1000000000, + "source": "6", + "destination": "8" + }, + { + "item_type": "LINK", + "id": "18", + "name": "LINK_9", + "bandwidth": 1000000000, + "source": "6", + "destination": "9" + }, + { + "item_type": "GREEN_IER", + "id": "19", + "start_step": 1, + "end_step": 256, + "load": 10000, + "protocol": "TCP", + "port": "80", + "source": "1", + "destination": "7", + "mission_criticality": 5 + }, + { + "item_type": "GREEN_IER", + "id": "20", + "start_step": 1, + "end_step": 256, + "load": 10000, + "protocol": "TCP", + "port": "80", + "source": "7", + "destination": "1", + "mission_criticality": 5 + }, + { + "item_type": "GREEN_IER", + "id": "21", + "start_step": 1, + "end_step": 256, + "load": 10000, + "protocol": "TCP", + "port": "80", + "source": "2", + "destination": "7", + "mission_criticality": 5 + }, + { + "item_type": "GREEN_IER", + "id": "22", + "start_step": 1, + "end_step": 256, + "load": 10000, + "protocol": "TCP", + "port": "80", + "source": "7", + "destination": "2", + "mission_criticality": 5 + }, + { + "item_type": "GREEN_IER", + "id": "23", + "start_step": 1, + "end_step": 256, + "load": 5000, + "protocol": "TCP_SQL", + "port": "1433", + "source": "7", + "destination": "8", + "mission_criticality": 5 + }, + { + "item_type": "GREEN_IER", + "id": "24", + "start_step": 1, + "end_step": 256, + "load": 100000, + "protocol": "TCP_SQL", + "port": "1433", + "source": "8", + "destination": "7", + "mission_criticality": 5 + }, + { + "item_type": "GREEN_IER", + "id": "25", + "start_step": 1, + "end_step": 256, + "load": 50000, + "protocol": "TCP", + "port": "80", + "source": "1", + "destination": "9", + "mission_criticality": 2 + }, + { + "item_type": "GREEN_IER", + "id": "26", + "start_step": 1, + "end_step": 256, + "load": 50000, + "protocol": "TCP", + "port": "80", + "source": "2", + "destination": "9", + "mission_criticality": 2 + }, + { + "item_type": "GREEN_IER", + "id": "27", + "start_step": 1, + "end_step": 256, + "load": 5000, + "protocol": "TCP", + "port": "80", + "source": "5", + "destination": "7", + "mission_criticality": 1 + }, + { + "item_type": "GREEN_IER", + "id": "28", + "start_step": 1, + "end_step": 256, + "load": 5000, + "protocol": "TCP", + "port": "80", + "source": "7", + "destination": "5", + "mission_criticality": 1 + }, + { + "item_type": "GREEN_IER", + "id": "29", + "start_step": 1, + "end_step": 256, + "load": 5000, + "protocol": "TCP", + "port": "80", + "source": "5", + "destination": "8", + "mission_criticality": 1 + }, + { + "item_type": "GREEN_IER", + "id": "30", + "start_step": 1, + "end_step": 256, + "load": 5000, + "protocol": "TCP", + "port": "80", + "source": "8", + "destination": "5", + "mission_criticality": 1 + }, + { + "item_type": "GREEN_IER", + "id": "31", + "start_step": 1, + "end_step": 256, + "load": 5000, + "protocol": "TCP", + "port": "80", + "source": "5", + "destination": "9", + "mission_criticality": 1 + }, + { + "item_type": "GREEN_IER", + "id": "32", + "start_step": 1, + "end_step": 256, + "load": 5000, + "protocol": "TCP", + "port": "80", + "source": "9", + "destination": "5", + "mission_criticality": 1 + }, + { + "item_type": "ACL_RULE", + "id": "33", + "permission": "ALLOW", + "source": "192.168.10.11", + "destination": "192.168.2.10", + "protocol": "ANY", + "port": "ANY", + "position": 0 + }, + { + "item_type": "ACL_RULE", + "id": "34", + "permission": "ALLOW", + "source": "192.168.10.11", + "destination": "192.168.2.14", + "protocol": "ANY", + "port": "ANY", + "position": 1 + }, + { + "item_type": "ACL_RULE", + "id": "35", + "permission": "ALLOW", + "source": "192.168.10.12", + "destination": "192.168.2.14", + "protocol": "ANY", + "port": "ANY", + "position": 2 + }, + { + "item_type": "ACL_RULE", + "id": "36", + "permission": "ALLOW", + "source": "192.168.10.12", + "destination": "192.168.2.10", + "protocol": "ANY", + "port": "ANY", + "position": 3 + }, + { + "item_type": "ACL_RULE", + "id": "37", + "permission": "ALLOW", + "source": "192.168.2.10", + "destination": "192.168.10.11", + "protocol": "ANY", + "port": "ANY", + "position": 4 + }, + { + "item_type": "ACL_RULE", + "id": "38", + "permission": "ALLOW", + "source": "192.168.2.10", + "destination": "192.168.10.12", + "protocol": "ANY", + "port": "ANY", + "position": 5 + }, + { + "item_type": "ACL_RULE", + "id": "39", + "permission": "ALLOW", + "source": "192.168.2.10", + "destination": "192.168.2.14", + "protocol": "ANY", + "port": "ANY", + "position": 6 + }, + { + "item_type": "ACL_RULE", + "id": "40", + "permission": "ALLOW", + "source": "192.168.2.14", + "destination": "192.168.2.10", + "protocol": "ANY", + "port": "ANY", + "position": 7 + }, + { + "item_type": "ACL_RULE", + "id": "41", + "permission": "ALLOW", + "source": "192.168.10.11", + "destination": "192.168.2.16", + "protocol": "ANY", + "port": "ANY", + "position": 8 + }, + { + "item_type": "ACL_RULE", + "id": "42", + "permission": "ALLOW", + "source": "192.168.10.12", + "destination": "192.168.2.16", + "protocol": "ANY", + "port": "ANY", + "position": 9 + }, + { + "item_type": "ACL_RULE", + "id": "43", + "permission": "ALLOW", + "source": "192.168.1.12", + "destination": "192.168.2.10", + "protocol": "ANY", + "port": "ANY", + "position": 10 + }, + { + "item_type": "ACL_RULE", + "id": "44", + "permission": "ALLOW", + "source": "192.168.1.12", + "destination": "192.168.2.14", + "protocol": "ANY", + "port": "ANY", + "position": 11 + }, + { + "item_type": "ACL_RULE", + "id": "45", + "permission": "ALLOW", + "source": "192.168.1.12", + "destination": "192.168.2.16", + "protocol": "ANY", + "port": "ANY", + "position": 12 + }, + { + "item_type": "ACL_RULE", + "id": "46", + "permission": "ALLOW", + "source": "192.168.2.10", + "destination": "192.168.1.12", + "protocol": "ANY", + "port": "ANY", + "position": 13 + }, + { + "item_type": "ACL_RULE", + "id": "47", + "permission": "ALLOW", + "source": "192.168.2.14", + "destination": "192.168.1.12", + "protocol": "ANY", + "port": "ANY", + "position": 14 + }, + { + "item_type": "ACL_RULE", + "id": "48", + "permission": "ALLOW", + "source": "192.168.2.16", + "destination": "192.168.1.12", + "protocol": "ANY", + "port": "ANY", + "position": 15 + }, + { + "item_type": "ACL_RULE", + "id": "49", + "permission": "DENY", + "source": "ANY", + "destination": "ANY", + "protocol": "ANY", + "port": "ANY", + "position": 16 + }, + { + "item_type": "RED_POL", + "id": "50", + "start_step": 50, + "end_step": 50, + "targetNodeId": "1", + "initiator": "DIRECT", + "type": "SERVICE", + "protocol": "UDP", + "state": "COMPROMISED", + "sourceNodeId": "NA", + "sourceNodeService": "NA", + "sourceNodeServiceState": "NA" + }, + { + "item_type": "RED_IER", + "id": "51", + "start_step": 75, + "end_step": 105, + "load": 10000, + "protocol": "UDP", + "port": "53", + "source": "1", + "destination": "8", + "mission_criticality": 0 + }, + { + "item_type": "RED_POL", + "id": "52", + "start_step": 100, + "end_step": 100, + "targetNodeId": "8", + "initiator": "IER", + "type": "SERVICE", + "protocol": "UDP", + "state": "COMPROMISED", + "sourceNodeId": "NA", + "sourceNodeService": "NA", + "sourceNodeServiceState": "NA" + }, + { + "item_type": "RED_POL", + "id": "53", + "start_step": 105, + "end_step": 105, + "targetNodeId": "8", + "initiator": "SERVICE", + "type": "FILE", + "protocol": "NA", + "state": "CORRUPT", + "sourceNodeId": "8", + "sourceNodeService": "UDP", + "sourceNodeServiceState": "COMPROMISED" + }, + { + "item_type": "RED_POL", + "id": "54", + "start_step": 105, + "end_step": 105, + "targetNodeId": "8", + "initiator": "SERVICE", + "type": "SERVICE", + "protocol": "TCP_SQL", + "state": "COMPROMISED", + "sourceNodeId": "8", + "sourceNodeService": "UDP", + "sourceNodeServiceState": "COMPROMISED" + }, + { + "item_type": "RED_POL", + "id": "55", + "start_step": 125, + "end_step": 125, + "targetNodeId": "7", + "initiator": "SERVICE", + "type": "SERVICE", + "protocol": "TCP", + "state": "OVERWHELMED", + "sourceNodeId": "8", + "sourceNodeService": "TCP_SQL", + "sourceNodeServiceState": "COMPROMISED" + } + ] +} diff --git a/pyproject.toml b/pyproject.toml index c5c351a3..81ee9105 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -57,6 +57,7 @@ dev = [ "furo==2023.3.27", "pip-licenses==4.3.0", "pre-commit==2.20.0", + "pylatex==1.4.1", "pytest==7.2.0", "pytest-xdist==3.3.1", "pytest-cov==4.0.0", diff --git a/src/primaite/__init__.py b/src/primaite/__init__.py index c348681d..4d185391 100644 --- a/src/primaite/__init__.py +++ b/src/primaite/__init__.py @@ -152,4 +152,4 @@ def getLogger(name: str) -> Logger: # noqa with open(Path(__file__).parent.resolve() / "VERSION", "r") as file: - __version__ = file.readline() + __version__ = file.readline().strip() diff --git a/src/primaite/config/training_config.py b/src/primaite/config/training_config.py index 56402bfb..5e24837d 100644 --- a/src/primaite/config/training_config.py +++ b/src/primaite/config/training_config.py @@ -246,6 +246,7 @@ class TrainingConfig: return data def __str__(self) -> str: + obs_str = ",".join([c["name"] for c in self.observation_space["components"]]) tc = f"{self.agent_framework}, " if self.agent_framework is AgentFramework.RLLIB: tc += f"{self.deep_learning_framework}, " @@ -253,7 +254,7 @@ class TrainingConfig: if self.agent_identifier is AgentIdentifier.HARDCODED: tc += f"{self.hard_coded_agent_view}, " tc += f"{self.action_type}, " - tc += f"observation_space={self.observation_space}, " + tc += f"observation_space={obs_str}, " if self.session_type is SessionType.TRAIN: tc += f"{self.num_train_episodes} episodes @ " tc += f"{self.num_train_steps} steps" diff --git a/src/primaite/data_viz/session_plots.py b/src/primaite/data_viz/session_plots.py index 39c2b4cc..e82b619f 100644 --- a/src/primaite/data_viz/session_plots.py +++ b/src/primaite/data_viz/session_plots.py @@ -10,7 +10,7 @@ from plotly.graph_objs import Figure from primaite import _PLATFORM_DIRS -def _get_plotly_config() -> Dict: +def get_plotly_config() -> Dict: """Get the plotly config from primaite_config.yaml.""" user_config_path = _PLATFORM_DIRS.user_config_path / "primaite_config.yaml" with open(user_config_path, "r") as file: @@ -41,7 +41,7 @@ def plot_av_reward_per_episode( if subtitle: title = subtitle - config = _get_plotly_config() + config = get_plotly_config() layout = go.Layout( autosize=config["size"]["auto_size"], width=config["size"]["width"], diff --git a/src/primaite/nodes/node_state_instruction_red.py b/src/primaite/nodes/node_state_instruction_red.py index 786e93ac..fd9a93a5 100644 --- a/src/primaite/nodes/node_state_instruction_red.py +++ b/src/primaite/nodes/node_state_instruction_red.py @@ -1,6 +1,5 @@ # Crown Owned Copyright (C) Dstl 2023. DEFCON 703. Shared in confidence. """Defines node behaviour for Green PoL.""" -from dataclasses import dataclass from typing import TYPE_CHECKING, Union from primaite.common.enums import NodePOLType @@ -9,8 +8,7 @@ if TYPE_CHECKING: from primaite.common.enums import FileSystemState, HardwareState, NodePOLInitiator, SoftwareState -@dataclass() -class NodeStateInstructionRed(object): +class NodeStateInstructionRed: """The Node State Instruction class.""" def __init__( diff --git a/src/primaite/pol/red_agent_pol.py b/src/primaite/pol/red_agent_pol.py index ad55fa24..89aa3303 100644 --- a/src/primaite/pol/red_agent_pol.py +++ b/src/primaite/pol/red_agent_pol.py @@ -250,6 +250,11 @@ def apply_red_agent_node_pol( # continue -------------------------- target_node: NodeUnion = nodes[target_node_id] + # check if the initiator type is a str, and if so, cast it as + # NodePOLInitiator + if isinstance(initiator, str): + initiator = NodePOLInitiator[initiator] + # Based the action taken on the initiator type if initiator == NodePOLInitiator.DIRECT: # No conditions required, just apply the change diff --git a/src/primaite/primaite_session.py b/src/primaite/primaite_session.py index ab3c2150..e6c0a85a 100644 --- a/src/primaite/primaite_session.py +++ b/src/primaite/primaite_session.py @@ -2,8 +2,9 @@ """Main entry point to PrimAITE. Configure training/evaluation experiments and input/output.""" from __future__ import annotations +import json from pathlib import Path -from typing import Any, Dict, Final, Optional, Union +from typing import Any, Dict, Final, Optional, Tuple, Union from primaite import getLogger from primaite.agents.agent_abc import AgentSessionABC @@ -16,6 +17,7 @@ from primaite.common.enums import ActionType, AgentFramework, AgentIdentifier, S from primaite.config import lay_down_config, training_config from primaite.config.training_config import TrainingConfig from primaite.utils.session_metadata_parser import parse_session_metadata +from primaite.utils.session_output_reader import all_transactions_dict, av_rewards_dict _LOGGER = getLogger(__name__) @@ -186,3 +188,28 @@ class PrimaiteSession: def close(self) -> None: """Closes the agent.""" self._agent_session.close() + + def learn_av_reward_per_episode_dict(self) -> Dict[int, float]: + """Get the learn av reward per episode from file.""" + csv_file = f"average_reward_per_episode_{self.timestamp_str}.csv" + return av_rewards_dict(self.learning_path / csv_file) + + def eval_av_reward_per_episode_dict(self) -> Dict[int, float]: + """Get the eval av reward per episode from file.""" + csv_file = f"average_reward_per_episode_{self.timestamp_str}.csv" + return av_rewards_dict(self.evaluation_path / csv_file) + + def learn_all_transactions_dict(self) -> Dict[Tuple[int, int], Dict[str, Any]]: + """Get the learn all transactions from file.""" + csv_file = f"all_transactions_{self.timestamp_str}.csv" + return all_transactions_dict(self.learning_path / csv_file) + + def eval_all_transactions_dict(self) -> Dict[Tuple[int, int], Dict[str, Any]]: + """Get the eval all transactions from file.""" + csv_file = f"all_transactions_{self.timestamp_str}.csv" + return all_transactions_dict(self.evaluation_path / csv_file) + + def metadata_file_as_dict(self) -> Dict[str, Any]: + """Read the session_metadata.json file and return as a dict.""" + with open(self.session_path / "session_metadata.json", "r") as file: + return json.load(file) diff --git a/src/primaite/utils/session_output_reader.py b/src/primaite/utils/session_output_reader.py index 7089c69a..db761a34 100644 --- a/src/primaite/utils/session_output_reader.py +++ b/src/primaite/utils/session_output_reader.py @@ -18,7 +18,7 @@ def av_rewards_dict(av_rewards_csv_file: Union[str, Path]) -> Dict[int, float]: """ df_dict = pl.read_csv(av_rewards_csv_file).to_dict() - return {v: df_dict["Average Reward"][i] for i, v in enumerate(df_dict["Episode"])} + return {int(v): df_dict["Average Reward"][i] for i, v in enumerate(df_dict["Episode"])} def all_transactions_dict(all_transactions_csv_file: Union[str, Path]) -> Dict[Tuple[int, int], Dict[str, Any]]: diff --git a/tests/conftest.py b/tests/conftest.py index 9b0db139..9e448574 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -1,11 +1,10 @@ # Crown Owned Copyright (C) Dstl 2023. DEFCON 703. Shared in confidence. import datetime -import json import shutil import tempfile from datetime import datetime from pathlib import Path -from typing import Any, Dict, Tuple, Union +from typing import Union from unittest.mock import patch import pytest @@ -13,7 +12,6 @@ import pytest from primaite import getLogger from primaite.environment.primaite_env import Primaite from primaite.primaite_session import PrimaiteSession -from primaite.utils.session_output_reader import all_transactions_dict, av_rewards_dict from tests.mock_and_patch.get_session_path_mock import get_temp_session_path ACTION_SPACE_NODE_VALUES = 1 @@ -37,31 +35,6 @@ class TempPrimaiteSession(PrimaiteSession): super().__init__(training_config_path, lay_down_config_path) self.setup() - def learn_av_reward_per_episode_dict(self) -> Dict[int, float]: - """Get the learn av reward per episode from file.""" - csv_file = f"average_reward_per_episode_{self.timestamp_str}.csv" - return av_rewards_dict(self.learning_path / csv_file) - - def eval_av_reward_per_episode_dict(self) -> Dict[int, float]: - """Get the eval av reward per episode from file.""" - csv_file = f"average_reward_per_episode_{self.timestamp_str}.csv" - return av_rewards_dict(self.evaluation_path / csv_file) - - def learn_all_transactions_dict(self) -> Dict[Tuple[int, int], Dict[str, Any]]: - """Get the learn all transactions from file.""" - csv_file = f"all_transactions_{self.timestamp_str}.csv" - return all_transactions_dict(self.learning_path / csv_file) - - def eval_all_transactions_dict(self) -> Dict[Tuple[int, int], Dict[str, Any]]: - """Get the eval all transactions from file.""" - csv_file = f"all_transactions_{self.timestamp_str}.csv" - return all_transactions_dict(self.evaluation_path / csv_file) - - def metadata_file_as_dict(self) -> Dict[str, Any]: - """Read the session_metadata.json file and return as a dict.""" - with open(self.session_path / "session_metadata.json", "r") as file: - return json.load(file) - @property def env(self) -> Primaite: """Direct access to the env for ease of testing.""" From 2aeb11771f7d85d3202c2421b1aea7f39aab493c Mon Sep 17 00:00:00 2001 From: Chris McCarthy Date: Thu, 20 Jul 2023 10:06:44 +0100 Subject: [PATCH 3/5] #1632 - Increased rolling window from 5 to 25 --- benchmark/primaite_benchmark.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/benchmark/primaite_benchmark.py b/benchmark/primaite_benchmark.py index d6a49a7a..8417e06b 100644 --- a/benchmark/primaite_benchmark.py +++ b/benchmark/primaite_benchmark.py @@ -112,7 +112,7 @@ def _build_benchmark_latex_report( 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 5-widow rolling average of the combined average reward per session is calculated for " + f"Finally, a 25-widow rolling average of the combined average reward per session is calculated for " f"further smoothing." ) @@ -282,7 +282,7 @@ def _get_df_from_episode_av_reward_dict(data: Dict): return ( pl.from_dict(data) - .with_columns(rolling_mean=pl.col("av_reward").rolling_mean(window_size=5)) + .with_columns(rolling_mean=pl.col("av_reward").rolling_mean(window_size=25)) .rename({"rolling_mean": "rolling_av_reward"}) ) From 26aea67cd35863e2a96aac613f66b1902a76a92f Mon Sep 17 00:00:00 2001 From: Chris McCarthy Date: Thu, 20 Jul 2023 10:16:29 +0100 Subject: [PATCH 4/5] #1632 - Added Python version to the System Information section in the report --- benchmark/primaite_benchmark.py | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/benchmark/primaite_benchmark.py b/benchmark/primaite_benchmark.py index 8417e06b..55a9aed5 100644 --- a/benchmark/primaite_benchmark.py +++ b/benchmark/primaite_benchmark.py @@ -1,6 +1,7 @@ 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 @@ -117,9 +118,14 @@ def _build_benchmark_latex_report( ) 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.capitalize())): + with doc.create(Subsection(section)): if isinstance(section_data, dict): with doc.create(Tabular("|l|l|")) as table: table.add_hline() From 1f3ac508494d420f3905f501abf9b18327fa38cd Mon Sep 17 00:00:00 2001 From: Chris McCarthy Date: Thu, 20 Jul 2023 10:28:19 +0100 Subject: [PATCH 5/5] #1632 - Fixed output directory clear bug. Added gputil to dev deps. --- benchmark/primaite_benchmark.py | 3 ++- pyproject.toml | 1 + 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/benchmark/primaite_benchmark.py b/benchmark/primaite_benchmark.py index 55a9aed5..8c947435 100644 --- a/benchmark/primaite_benchmark.py +++ b/benchmark/primaite_benchmark.py @@ -32,7 +32,8 @@ _RESULTS_ROOT.mkdir(exist_ok=True, parents=True) _OUTPUT_ROOT: Final[Path] = _BENCHMARK_ROOT / "output" # Clear and recreate the output directory -shutil.rmtree(_OUTPUT_ROOT) +if _OUTPUT_ROOT.exists(): + shutil.rmtree(_OUTPUT_ROOT) _OUTPUT_ROOT.mkdir() _TRAINING_CONFIG_PATH = _BENCHMARK_ROOT / "config" / "benchmark_training_config.yaml" diff --git a/pyproject.toml b/pyproject.toml index 81ee9105..d5d9cd1f 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -55,6 +55,7 @@ dev = [ "build==0.10.0", "flake8==6.0.0", "furo==2023.3.27", + "gputil==1.4.0", "pip-licenses==4.3.0", "pre-commit==2.20.0", "pylatex==1.4.1",