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Add animation documentation

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Mo8it 2022-02-08 21:34:06 +01:00
parent 89cc431fd2
commit edd47999b3
3 changed files with 72 additions and 31 deletions

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@ -1,4 +1,6 @@
= ReCo.jl = ReCo.jl
:source-highlighter: highlight.js
:highlightjs-languages: bash, julia
image:https://img.shields.io/badge/code%20style-blue-4495d1.svg[Code Style: Blue, link=https://github.com/invenia/BlueStyle] image:https://img.shields.io/badge/code%20style-blue-4495d1.svg[Code Style: Blue, link=https://github.com/invenia/BlueStyle]
@ -12,7 +14,7 @@ The steps from the setup have to be followed before running anything in the foll
To activate the environment, navigate to the main directory `/ReCo.jl` and then run the following to launch Julia: To activate the environment, navigate to the main directory `/ReCo.jl` and then run the following to launch Julia:
[source, bash] [source,bash]
---- ----
cd ReCo.jl cd ReCo.jl
julia --threads auto julia --threads auto
@ -20,11 +22,11 @@ julia --threads auto
`auto` automatically sets the number of threads to use. If you want to use a specific number `N` of threads, replace `auto` with `N`. `auto` automatically sets the number of threads to use. If you want to use a specific number `N` of threads, replace `auto` with `N`.
=== Acitivating environment === Activating environment
After launching Julia, the package environment has to be activated by running the follwing in the REPL: After launching Julia, the package environment has to be activated by running the follwing in the REPL:
[source, julia] [source,julia]
---- ----
using Pkg using Pkg
Pkg.activate(".") Pkg.activate(".")
@ -32,9 +34,9 @@ Pkg.activate(".")
=== Install dependencies === Install dependencies
After activating the package environment, run the follwing to install the package dependencies: After activating the package environment, run the following to install the package dependencies:
[source, julia] [source,julia]
---- ----
Pkg.instantiate() Pkg.instantiate()
---- ----
@ -43,36 +45,47 @@ Pkg.instantiate()
You can import the package by running: You can import the package by running:
[source, julia] [source,julia]
---- ----
using ReCo using ReCo
---- ----
This will export the package methods that are intended to be used by the end user. This will export the package's methods that are intended to be used by the end user.
== Help mode
To access the documentation of the presented package methods further in this README, run `using ReCo` first. Then, enter the help mode by pressing `?` in the REPL. Now, enter the method's name followed by enter to see its documentation.
== Run simulation == Run simulation
Initialize a simulation with 100 particles having a self-propulsion velocity of 40.0 and return the relative path to the simulation directory: Initialize a simulation with 100 particles having a self-propulsion velocity of 40.0 and return the relative path to the simulation directory:
[source, julia] [source,julia]
---- ----
sim_dir = init_sim(100, 40.0) sim_dir = init_sim(100, 40.0)
---- ----
Run the simulation: Run the simulation:
[source, julia] [source,julia]
---- ----
run_sim(sim_dir, duration=20.0) run_sim(sim_dir, duration=20.0)
---- ----
The values for the number of particles, self-propulsion velocity and simulation duration are used here as an example. For more information about possible values and other optional arguments, press `?` in the REPL after running `using ReCo`. Then type `init_sim` or `run_sim` followed by pressing enter. This will show the method's documention. The values for the number of particles, self-propulsion velocity and simulation duration are used here as an example. For more information about possible values and other optional arguments, see the documentation of `init_sim` or `run_sim`.
== Simulation visualization == Simulation visualization
=== Animation === Animation
//TODO To generate an animation of a simulation, run the following:
[source,julia]
----
animate(sim_dir)
----
The method's documentation includes all possible optional arguments.
=== Snapshot plot === Snapshot plot
@ -81,50 +94,56 @@ The values for the number of particles, self-propulsion velocity and simulation
== Run reinforcement learning == Run reinforcement learning
Run a reinforcement learning process and return the environment helper and the the path of the process directory relative to the directory `ReCo.jl`: Run a reinforcement learning process and return the environment helper and the the path of the process directory relative to the directory `ReCo.jl`:
[source, julia] [source,julia]
---- ----
env_helper, rl_dir = run_rl(ENVTYPE) env_helper, rl_dir = run_rl(ENVTYPE)
---- ----
ENVTYPE has to be replaced by one of the environments named after the file names in the directory `ReCo.jl/RL/Envs`, for example: `LocalCOMEnv`. A description of an environment is included at the beginning of the corresponding file. `ENVTYPE` has to be replaced by one of the environments named after the file names in the directory `ReCo.jl/RL/Envs`, for example: `LocalCOMEnv`. A description of an environment is included at the beginning of the corresponding file.
//TODO: Descriptions of envs //TODO: Descriptions of envs
For more information about all possible optional arguments, press `?` in the REPL after running `using ReCo`. Then type `run_rl` followed by pressing enter. The documentation of `run_rl` includes all possible optional arguments.
=== Q-matrix
`env_helper` has the abstract type `EnvHelper`. To access the Q-matrix, enter the following: `env_helper` has the abstract type `EnvHelper`. To access the Q-matrix, enter the following:
[source, julia] [source,julia]
---- ----
env_helper.shared.agent.policy.learner.approximator.table env_helper.shared.agent.policy.learner.approximator.table
---- ----
To generate a LaTeX table with the states and actions combintation names for the Q-matrix, run the follwing: To generate a LaTeX table with the states and actions combintation names for the Q-matrix, run the follwing:
[source, julia] [source,julia]
---- ----
include("src/RL/latex_table.jl") include("src/RL/latex_table.jl")
latex_rl_table(env_helper, FILENAME) latex_rl_table(env_helper, FILENAME)
---- ----
FILENAME has to be replaced by the wanted file name of the `.tex` file. This file can then be found under `ReCo.jl/exports/FILENAME`. `FILENAME` has to be replaced by the wanted file name without extension of the `.tex` file. This file can then be found under `ReCo.jl/exports/FILENAME.tex`.
=== Rewards
To access the rewards, run the following: To access the rewards, run the following:
[source, julia] [source,julia]
---- ----
env_helper.shared.hook.rewards env_helper.shared.hook.rewards
---- ----
To plot the rewards, run the following: To plot the rewards, run the following:
[source, julia] [source,julia]
---- ----
plot_rewards(rl_dir) plot_rewards(rl_dir)
---- ----
=== Mean kappa
To plot the mean of kappa as the ratio of the eigenvalues of the gyration tensor, run the following: To plot the mean of kappa as the ratio of the eigenvalues of the gyration tensor, run the following:
[source, julia] [source,julia]
---- ----
include("analysis/mean_kappa.jl") include("analysis/mean_kappa.jl")
plot_mean_kappa(; rl_dir=rl_dir, n_last_episodes=N_LAST_EPISODES) plot_mean_kappa(; rl_dir=rl_dir, n_last_episodes=N_LAST_EPISODES)
@ -134,11 +153,11 @@ plot_mean_kappa(; rl_dir=rl_dir, n_last_episodes=N_LAST_EPISODES)
== Run analysis == Run analysis
After running the following command blocks in the REPL, the output can be found in the directory `exports/graphics`. After running the following command blocks in the REPL, the output can be found in the directory `ReCo.jl/exports/graphics`.
=== Mean squared displacement === Mean squared displacement
[source, julia] [source,julia]
---- ----
include("analysis/mean_squared_displacement.jl") include("analysis/mean_squared_displacement.jl")
run_msd_analysis() run_msd_analysis()
@ -147,7 +166,7 @@ run_random_walk()
=== Radial distribution function === Radial distribution function
[source, julia] [source,julia]
---- ----
include("analysis/radial_distribution_function/radial_distribution_function.jl") include("analysis/radial_distribution_function/radial_distribution_function.jl")
run_radial_distribution_analysis() run_radial_distribution_analysis()

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@ -11,7 +11,7 @@ function latex_table(
return nothing return nothing
end end
function latex_rl_table(env_helper, filename::String) function latex_rl_table(env_helper, filename_without_extension::String)
table = copy(env_helper.shared.agent.policy.learner.approximator.table) table = copy(env_helper.shared.agent.policy.learner.approximator.table)
for col in 1:size(table)[2] for col in 1:size(table)[2]
@ -40,7 +40,7 @@ function latex_rl_table(env_helper, filename::String)
df = DataFrames.DataFrame(table, states) df = DataFrames.DataFrame(table, states)
DataFrames.insertcols!(df, 1, :Actions => actions) DataFrames.insertcols!(df, 1, :Actions => actions)
latex_table(df, filename) latex_table(df, "$filename_without_extension.tex")
return nothing return nothing
end end

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@ -12,6 +12,13 @@ using ..ReCo: ReCo
include("common.jl") include("common.jl")
const DEFAULT_FRAMERATE = 10
const DEFAULT_SHOW_CENTER_OF_MASS = false
const DEFAULT_SHOW_INTERACTION_CIRCLE = false
const DEFAULT_SHOW_SKIN_CIRCLE = false
const DEFAULT_SHOW_FRAME_DIFF = false
const DEFAULT_SHOW_PROGRESS = false
function animate_bundle!(args, sim_consts::ReCo.SimConsts) function animate_bundle!(args, sim_consts::ReCo.SimConsts)
bundle_t = args.bundle.t bundle_t = args.bundle.t
bundle_c = args.bundle.c bundle_c = args.bundle.c
@ -141,14 +148,29 @@ function animate_bundle!(args, sim_consts::ReCo.SimConsts)
return nothing return nothing
end end
"""
animate(sim_dir::String; <keyword arguments>)
Animate a simulation.
The output is `sim_dir/animation.mkv`.
# Arguments
- `framerate::Int64=$DEFAULT_FRAMERATE`: Framerate
- `show_center_of_mass::Bool=$DEFAULT_SHOW_CENTER_OF_MASS`: Show center of mass as transparent white circle.
- `show_interaction_circle::Bool=$DEFAULT_SHOW_INTERACTION_CIRCLE`: Show the interaction radius with a circle around every particle.
- `show_skin_circle::Bool=$DEFAULT_SHOW_SKIN_CIRCLE`: Show the skin radius with a circle around every particle.
- `show_frame_diff::Bool=$DEFAULT_SHOW_FRAME_DIFF`: Show translation of particles between two frames as lines connecting the old and new position. This is helpful to recognize unwanted jumps.
- `show_progress::Bool=$DEFAULT_SHOW_PROGRESS`: Show animation progress bar.
"""
function animate( function animate(
sim_dir::String; sim_dir::String;
framerate::Int64=1, framerate::Int64=DEFAULT_FRAMERATE,
show_center_of_mass::Bool=false, show_center_of_mass::Bool=DEFAULT_SHOW_CENTER_OF_MASS,
show_interaction_circle::Bool=false, show_interaction_circle::Bool=DEFAULT_SHOW_INTERACTION_CIRCLE,
show_skin_circle::Bool=false, show_skin_circle::Bool=DEFAULT_SHOW_SKIN_CIRCLE,
show_frame_diff::Bool=false, show_frame_diff::Bool=DEFAULT_SHOW_FRAME_DIFF,
show_progress::Bool=true, show_progress::Bool=DEFAULT_SHOW_PROGRESS,
) )
println("Initializing GLMakie...") println("Initializing GLMakie...")