From 128e18df67a6abf8d48934ec3fb22d01a0a187b8 Mon Sep 17 00:00:00 2001 From: DuncDennis <90915296+DuncDennis@users.noreply.github.com> Date: Fri, 20 Oct 2023 15:56:08 +0200 Subject: [PATCH] Added static folder with gif generation in readme. - added matplotlib to plot dependencies. - changed Lorenz63 default time step. --- .pre-commit-config.yaml | 1 + README.md | 9 ++ pyproject.toml | 3 +- src/lorenzpy/simulations/autonomous_flows.py | 2 +- static/attractor_animation.gif | Bin 0 -> 1212275 bytes static/gen_attractor_animation.py | 108 +++++++++++++++++++ 6 files changed, 121 insertions(+), 2 deletions(-) create mode 100644 static/attractor_animation.gif create mode 100644 static/gen_attractor_animation.py diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index a1c7d89..e1eb57f 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -4,6 +4,7 @@ repos: hooks: - id: trailing-whitespace - id: check-added-large-files + args: ['--maxkb=1500'] - repo: https://github.com/psf/black rev: "23.1.0" hooks: diff --git a/README.md b/README.md index c740baa..e85dc45 100644 --- a/README.md +++ b/README.md @@ -1,11 +1,19 @@ # LorenzPy +A Python package to simulate and measure chaotic dynamical systems. + [![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black) [![Ruff](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/charliermarsh/ruff/main/assets/badge/v1.json)](https://github.com/charliermarsh/ruff) [![codecov](https://codecov.io/gh/DuncDennis/lorenzpy/branch/main/graph/badge.svg?token=ATWAEQHBYB)](https://codecov.io/gh/DuncDennis/lorenzpy) [![license: MIT](https://img.shields.io/badge/License-MIT-purple.svg)](LICENSE) [![Python versions](https://img.shields.io/badge/python-3.8+-blue.svg)](https://www.python.org/downloads/) +------ + +![Flow-Attractors](static/attractor_animation.gif) + +------ + ## ⚙️ Installation To install only the core functionality: @@ -19,6 +27,7 @@ This also installs `plotly`. $ pip install lorenzpy[plot] ``` + ## ▶️ Usage LorenzPy can be used to simulate and measure chaotic dynamical systems. diff --git a/pyproject.toml b/pyproject.toml index 343b862..cec70d1 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -42,6 +42,7 @@ dev = [ ] plot = [ "plotly>=5.11", + "matplotlib>=3.5" ] [tool.pytest.ini_options] @@ -58,7 +59,7 @@ line-length = 88 files = "src/lorenzpy/" [[tool.mypy.overrides]] -module = ['plotly.*', 'numpy', 'pytest', "scipy.*"] # ignore missing imports from the plotly package. +module = ['plotly.*', 'numpy', 'pytest', "scipy.*", "matplotlib.*", "PIL"] # ignore missing imports from the plotly package. ignore_missing_imports = true [tool.ruff] diff --git a/src/lorenzpy/simulations/autonomous_flows.py b/src/lorenzpy/simulations/autonomous_flows.py index 9934bde..716f659 100644 --- a/src/lorenzpy/simulations/autonomous_flows.py +++ b/src/lorenzpy/simulations/autonomous_flows.py @@ -21,7 +21,7 @@ def __init__( 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+ +# create data: +N = 1000 +data_dict = {} +for i_sys, system in enumerate(systems): + sys_class = sim_class = getattr(sims, system) + data = sys_class().simulate(N) + data_dict[system] = data + +# Plot: +plt.style.use("dark_background") +fig, axs = plt.subplots(2, 5, figsize=(10, 3), subplot_kw=dict(projection="3d")) +# plt.subplots_adjust(wspace=5) +plt.subplots_adjust(hspace=0.5) +# fig.tight_layout() +axs = axs.flatten() +for i_ax, ax in enumerate(axs): + system = systems[i_ax] + data = data_dict[system] + ax.title.set_text(system) + ax.plot(data[:, 0], data[:, 1], data[:, 2], linewidth=0.2, color="white") + ax.set_xticks([]) # Remove x-axis ticks + ax.set_yticks([]) # Remove y-axis ticks + ax.set_zticks([]) # Remove y-axis ticks + ax.set_xticklabels([]) # Remove x-axis tick labels + ax.set_yticklabels([]) + ax.set_zticklabels([]) + ax.xaxis.pane.fill = False + ax.yaxis.pane.fill = False + ax.zaxis.pane.fill = False + ax.axis("off") + + +def update_graph(num): + """Rotate camera angle.""" + azim = num + roll = 0 + elev = 0 + for i_ax, ax in enumerate(axs): + ax.view_init(elev, azim, roll) + + +# Create frames: + +frames_dir = "frames" +Path(frames_dir).mkdir(exist_ok=True) +previous_files = [f"{frames_dir}/" + x for x in os.listdir(frames_dir)] +for prev_file in previous_files: + os.remove(prev_file) + +for num in range(0, 360): + update_graph(num) + plt.savefig(f"{frames_dir}/frame_{str(num).zfill(3)}.png", transparent=True, dpi=50) + +# gif: +image_filenames = [ + f"{frames_dir}/" + x + for x in os.listdir("frames") + if x.endswith(".png") and x.startswith("frame_") +] + +images = [Image.open(filename) for filename in image_filenames] + +# Create a GIF +images[0].save( + "attractor_animation.gif", + format="GIF", + save_all=True, + append_images=images[1:], + duration=20, + loop=0, + transparency=0, + disposal=2, +) + +# Cleanup: +previous_files = [f"{frames_dir}/" + x for x in os.listdir(frames_dir)] +for prev_file in previous_files: + os.remove(prev_file) +os.rmdir(frames_dir)

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