From 18e68863810a92b0ec6526d5ffef31857549ab43 Mon Sep 17 00:00:00 2001 From: "Archer.Bowen" Date: Mon, 3 Jun 2024 15:51:14 +0100 Subject: [PATCH 01/12] 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 29d42a88dcd9584c1432b00977ba1cc58dc29d35 Mon Sep 17 00:00:00 2001 From: "Archer.Bowen" Date: Fri, 7 Jun 2024 14:48:22 +0100 Subject: [PATCH 02/12] 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 03/12] 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 04/12] 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 05/12] 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 06/12] 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 v{major_v}.*.*") doc.generate_pdf(str(this_version_plot_path).replace(".png", ""), clean_tex=True) diff --git a/benchmark/results/PrimAITE Versions Learning Benchmark.png b/benchmark/results/PrimAITE Versions Learning Benchmark.png deleted file mode 100644 index faa0ce963a9f7916eeadbca49399eeb33dfb5450..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 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 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.""" From af0e67a61a41c82dddff8702f79c53bdfd241995 Mon Sep 17 00:00:00 2001 From: "Archer.Bowen" Date: Mon, 10 Jun 2024 10:41:05 +0100 Subject: [PATCH 07/12] 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 08/12] 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 09/12] 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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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 10/12] 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 11/12] 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 12/12] 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