{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# GlitchGAN Evaluation\n", "\n", "Evaluates the **GlitchGAN** generator (TensorFlow/Keras, epoch 210) on LIGO gravitational-wave glitch data.\n", "\n", "**Sections:**\n", "1. Waveform visualisation \u2014 real vs generated signals\n", "2. UMAP 3D embedding (correlation metric, 2 000 samples per class)\n", "3. GravitySpy classification \u2014 inject generated glitches and classify with the O3 CNN\n", "\n", "**Prerequisites:**\n", "- Data files in `data/` (see README for download instructions)\n", "- GravitySpy installed; set `PATH_TO_REPO` below to your local clone\n" ] }, { "cell_type": "markdown", "id": "1f1eb7e8", "metadata": {}, "source": [ "## Dependencies\n", "\n", "Install the eval extras:\n", "\n", "```bash\n", "pip install \"glitchgan[eval]\"\n", "```" ] }, { "cell_type": "code", "execution_count": 3, "id": "36493761", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Project root : /Users/tomdooney/Documents/Work/Projects/glitchgan\n", "Generator : generator_210_keras3.keras\n", "Model exists : True\n" ] } ], "source": [ "import os\n", "import sys\n", "from pathlib import Path\n", "\n", "PROJECT_ROOT = Path(\".\").resolve().parent\n", "DATA_DIR = PROJECT_ROOT / \"data\"\n", "PLOTS_DIR = PROJECT_ROOT / \"evaluation_plots\"\n", "os.makedirs(PLOTS_DIR, exist_ok=True)\n", "\n", "SEED = 56\n", "os.environ[\"PYTHONHASHSEED\"] = str(SEED)\n", "\n", "sys.path.insert(0, str(PROJECT_ROOT / \"src\"))\n", "from glitchgan.tf.model_components import ArgmaxLayer, ReduceSumDotLayer\n", "_co = {\"ArgmaxLayer\": ArgmaxLayer, \"ReduceSumDotLayer\": ReduceSumDotLayer}\n", "\n", "# \u2500\u2500 Generator \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n", "GENERATOR_PATH = PROJECT_ROOT / \"weights\" / \"tensorflow\" / \"generator_210_keras3.keras\"\n", "GENERATOR_EPOCH = 210\n", "NOISE_DIM = 100\n", "NUM_CLASSES = 7\n", "SAMPLES_PER_CLASS = 100\n", "\n", "LABEL_ORDER = [\n", " \"Blip\", \"Fast_Scattering\", \"Koi_Fish\",\n", " \"Low_Frequency_Burst\", \"Scattered_Light\", \"Tomte\", \"Whistle\",\n", "]\n", "\n", "# \u2500\u2500 GravitySpy \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n", "IFO = \"H1\"\n", "SRATE = 4096\n", "GW_START = 1262540000\n", "GW_END = GW_START + 40\n", "CHANNEL = f\"{IFO}:GDS-CALIB_STRAIN\"\n", "PATH_TO_MODEL = PROJECT_ROOT / \"models\" / \"sidd-cqg-paper-O3-model.h5\"\n", "# Update to your local GravitySpy repository clone:\n", "PATH_TO_REPO = \"/path/to/GravitySpy\"\n", "NUM_CLASSIFY = 10\n", "SNR_TARGET = 50\n", "INIT_TIME = -20\n", "EVENT_TIME = 0\n", "\n", "print(\"Project root :\", PROJECT_ROOT)\n", "print(\"Generator :\", GENERATOR_PATH.name)\n", "print(\"Model exists :\", GENERATOR_PATH.exists())\n" ] }, { "cell_type": "code", "execution_count": 9, "id": "c99c436a", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from mpl_toolkits.mplot3d import Axes3D\n", "import umap.umap_ as umap\n", "\n", "try:\n", " import scienceplots\n", " plt.style.use([\"science\", \"no-latex\"])\n", " # plt.style.use([\"science\"]) \n", "except ImportError:\n", " pass # scienceplots requires LaTeX; fall back to matplotlib defaults\n", "\n", "import random\n", "import tensorflow as tf\n", "\n", "# random.seed(SEED)\n", "# np.random.seed(SEED)\n", "# tf.random.set_seed(SEED)" ] }, { "cell_type": "markdown", "id": "42f18a6c", "metadata": {}, "source": [ "## 1. Load Data" ] }, { "cell_type": "code", "execution_count": 10, "id": "6a4e0af5", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Real signals : (35000, 8192)\n", "Classes : ['Blip', 'Fast_Scattering', 'Koi_Fish', 'Low_Frequency_Burst', 'Scattered_Light', 'Tomte', 'Whistle']\n" ] } ], "source": [ "X_real = np.load(DATA_DIR / \"glitch_GAN_samples_scaled_balanced.npy\")\n", "y_onehot = np.load(DATA_DIR / \"glitch_GAN_labels_balanced.npy\")\n", "y_real = np.array(LABEL_ORDER)[np.argmax(y_onehot, axis=1)]\n", "\n", "print(f\"Real signals : {X_real.shape}\")\n", "print(f\"Classes : {LABEL_ORDER}\")\n" ] }, { "cell_type": "markdown", "id": "923638dd", "metadata": {}, "source": [ "## 2. Load Generator" ] }, { "cell_type": "code", "execution_count": 11, "id": "33539f22", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Loaded GlitchGAN generator from: generator_210_keras3.keras\n" ] } ], "source": [ "import keras\n", "from glitchgan.tf import GlitchGAN\n", "\n", "gan = GlitchGAN()\n", "gan.generator = keras.models.load_model(str(GENERATOR_PATH), compile=False)\n", "\n", "print(f\"Loaded GlitchGAN generator from: {GENERATOR_PATH.name}\")\n" ] }, { "cell_type": "markdown", "id": "39603db5", "metadata": {}, "source": [ "## 3. Training Loss History" ] }, { "cell_type": "code", "execution_count": 12, "id": "7ef3a189", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Saved: /Users/tomdooney/Documents/Work/Projects/glitchgan/evaluation_plots/training_loss_history.pdf\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import json\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "HISTORY_PATH = PROJECT_ROOT / \"history.json\"\n", "with open(HISTORY_PATH) as f:\n", " history = json.load(f)\n", "\n", "epochs = np.arange(1, len(history[\"d_loss\"]) + 1)\n", "SMOOTH = 10\n", "\n", "def smooth(x, w):\n", " return np.convolve(x, np.ones(w) / w, mode=\"valid\")\n", "\n", "epochs_s = epochs[SMOOTH - 1:]\n", "\n", "series = [\n", " (\"d_loss\", \"Discriminator\", \"C0\"),\n", " (\"d2d_loss\", \"Derivative discriminator\", \"C1\"),\n", " (\"g_loss\", \"Generator\", \"C2\"),\n", " (\"g_loss2d\", \"Generator (derivative)\", \"C3\"),\n", " (\"g_loss_combined\", \"Generator (combined)\", \"C4\"),\n", "]\n", "\n", "fig, ax = plt.subplots(figsize=(9, 5))\n", "for key, label, color in series:\n", " # ax.plot(epochs, history[key], color=color, alpha=0.15, lw=0.6)\n", " ax.plot(epochs, history[key], color=color, alpha=1, lw=0.6, label=label)\n", " # ax.plot(epochs_s, smooth(history[key], SMOOTH), color=color, lw=1.5, label=label)\n", "\n", "ax.axhline(0, color=\"k\", lw=0.6, ls=\"--\", alpha=0.4)\n", "ax.set_xlabel(\"Epoch\", fontsize=20)\n", "ax.set_ylabel(\"Wasserstein Loss\", fontsize=20)\n", "ax.set_xlim(1, 500)\n", "ax.legend(fontsize=14, frameon=True, loc=\"lower left\")\n", "plt.tight_layout()\n", "save_path = PLOTS_DIR / \"training_loss_history.pdf\"\n", "plt.savefig(save_path, bbox_inches=\"tight\")\n", "print(f\"Saved: {save_path}\")\n", "plt.show()\n" ] }, { "cell_type": "markdown", "id": "0b5040a7", "metadata": {}, "source": [ "## 4. Generate Signals" ] }, { "cell_type": "code", "execution_count": 13, "id": "29fe7df7", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Generated : (700, 8192) (100 per class)\n" ] } ], "source": [ "from glitchgan.tf.utils import generate_examples\n", "\n", "X_fake, class_vecs = generate_examples(\n", " gan,\n", " noise_dim=NOISE_DIM,\n", " num_classes=NUM_CLASSES,\n", " num_signals=NUM_CLASSES * SAMPLES_PER_CLASS,\n", " sampling=\"vertex\",\n", ")\n", "y_fake = np.array(LABEL_ORDER)[np.argmax(class_vecs, axis=1)]\n", "\n", "print(f\"Generated : {X_fake.shape} ({SAMPLES_PER_CLASS} per class)\")\n" ] }, { "cell_type": "markdown", "id": "5054a7e9", "metadata": {}, "source": [ "## 4. Waveform Visualisation" ] }, { "cell_type": "code", "execution_count": 14, "id": "24a8ba91", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/gwpy/time/_ligotimegps.py:42: UserWarning: Wswiglal-redir-stdio:\n", "\n", "SWIGLAL standard output/error redirection is enabled in IPython.\n", "This may lead to performance penalties. To disable locally, use:\n", "\n", "with lal.no_swig_redirect_standard_output_error():\n", " ...\n", "\n", "To disable globally, use:\n", "\n", "lal.swig_redirect_standard_output_error(False)\n", "\n", "Note however that this will likely lead to error messages from\n", "LAL functions being either misdirected or lost when called from\n", "Jupyter notebooks.\n", "\n", "To suppress this warning, use:\n", "\n", "import warnings\n", "warnings.filterwarnings(\"ignore\", \"Wswiglal-redir-stdio\")\n", "import lal\n", "\n", " from lal import LIGOTimeGPS\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Loaded from cache: /Users/tomdooney/Documents/Work/Projects/glitchgan/evaluation_plots/strain_bg_1262540000_1262540040.hdf5\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "PyCBC.libutils: pkg-config call failed, setting NO_PKGCONFIG=1\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "white_noise: (163840,) type: \n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from gwpy.timeseries import TimeSeries\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "_bg_cache = PROJECT_ROOT / \"evaluation_plots\" / f\"strain_bg_{GW_START}_{GW_END}.hdf5\"\n", "\n", "try:\n", " strain_bg = TimeSeries.read(_bg_cache, format=\"hdf5\")\n", " print(f\"Loaded from cache: {_bg_cache}\")\n", "except Exception:\n", " strain_bg = TimeSeries.fetch_open_data(\"H1\", GW_START, GW_END)\n", " strain_bg = strain_bg.resample(SRATE)\n", " strain_bg.write(_bg_cache, format=\"hdf5\", overwrite=True)\n", " print(f\"Fetched and cached: {_bg_cache}\")\n", "\n", "# Match reference exactly: use gwpy's to_pycbc(), keep whitened result as pycbc TimeSeries\n", "noise = strain_bg.to_pycbc()\n", "white_noise_pycbc, psd = noise.whiten(\n", " len(noise) / (2 * SRATE),\n", " len(noise) / (4 * SRATE),\n", " remove_corrupted=False,\n", " return_psd=True,\n", ")\n", "# numpy copy for plotting / Q-scan visualisation only\n", "white_noise = np.asarray(white_noise_pycbc)\n", "print(f\"white_noise: {white_noise.shape} type: {type(white_noise)}\")\n", "\n", "plt.figure(figsize=(10, 3))\n", "plt.plot(white_noise[SRATE * 4 : -SRATE * 4])\n", "plt.xlabel(\"Samples\"); plt.ylabel(\"Amplitude\")\n", "plt.title(\"Whitened background noise\")\n", "plt.tight_layout(); plt.show()\n" ] }, { "cell_type": "code", "execution_count": 15, "id": "d8af1d03", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/var/folders/gv/z_2s63x116vbz6s2hmnl7mkc0000gn/T/ipykernel_9029/4281143109.py:73: UserWarning: This figure includes Axes that are not compatible with tight_layout, so results might be incorrect.\n", " plt.tight_layout(rect=[0, 0, 1, 0.99])\n" ] }, { "ename": "RuntimeError", "evalue": "Failed to process string with tex because latex could not be found", "output_type": "error", "traceback": [ "\u001b[31m---------------------------------------------------------------------------\u001b[39m", "\u001b[31mFileNotFoundError\u001b[39m Traceback (most recent call last)", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/texmanager.py:250\u001b[39m, in \u001b[36mTexManager._run_checked_subprocess\u001b[39m\u001b[34m(cls, command, tex, cwd)\u001b[39m\n\u001b[32m 249\u001b[39m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[32m--> \u001b[39m\u001b[32m250\u001b[39m report = \u001b[30;43msubprocess\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mcheck_output\u001b[39;49m\u001b[30;43m(\u001b[39;49m\n\u001b[32m 251\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43mcommand\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mcwd\u001b[39;49m\u001b[30;43m=\u001b[39;49m\u001b[30;43mcwd\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43;01mif\u001b[39;49;00m\u001b[30;43m \u001b[39;49m\u001b[30;43mcwd\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43;01mis\u001b[39;49;00m\u001b[30;43m \u001b[39;49m\u001b[30;43;01mnot\u001b[39;49;00m\u001b[30;43m \u001b[39;49m\u001b[30;43;01mNone\u001b[39;49;00m\u001b[30;43m \u001b[39;49m\u001b[30;43;01melse\u001b[39;49;00m\u001b[30;43m \u001b[39;49m\u001b[30;43mcls\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43m_texcache\u001b[39;49m\u001b[30;43m,\u001b[39;49m\n\u001b[32m 252\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43mstderr\u001b[39;49m\u001b[30;43m=\u001b[39;49m\u001b[30;43msubprocess\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mSTDOUT\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 253\u001b[39m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mFileNotFoundError\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m exc:\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/subprocess.py:466\u001b[39m, in \u001b[36mcheck_output\u001b[39m\u001b[34m(timeout, *popenargs, **kwargs)\u001b[39m\n\u001b[32m 464\u001b[39m kwargs[\u001b[33m'\u001b[39m\u001b[33minput\u001b[39m\u001b[33m'\u001b[39m] = empty\n\u001b[32m--> \u001b[39m\u001b[32m466\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[30;43mrun\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43m*\u001b[39;49m\u001b[30;43mpopenargs\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mstdout\u001b[39;49m\u001b[30;43m=\u001b[39;49m\u001b[30;43mPIPE\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mtimeout\u001b[39;49m\u001b[30;43m=\u001b[39;49m\u001b[30;43mtimeout\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mcheck\u001b[39;49m\u001b[30;43m=\u001b[39;49m\u001b[30;43;01mTrue\u001b[39;49;00m\u001b[30;43m,\u001b[39;49m\n\u001b[32m 467\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43m*\u001b[39;49m\u001b[30;43m*\u001b[39;49m\u001b[30;43mkwargs\u001b[39;49m\u001b[30;43m)\u001b[39;49m.stdout\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/subprocess.py:548\u001b[39m, in \u001b[36mrun\u001b[39m\u001b[34m(input, capture_output, timeout, check, *popenargs, **kwargs)\u001b[39m\n\u001b[32m 546\u001b[39m kwargs[\u001b[33m'\u001b[39m\u001b[33mstderr\u001b[39m\u001b[33m'\u001b[39m] = PIPE\n\u001b[32m--> \u001b[39m\u001b[32m548\u001b[39m \u001b[38;5;28;01mwith\u001b[39;00m \u001b[30;43mPopen\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43m*\u001b[39;49m\u001b[30;43mpopenargs\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43m*\u001b[39;49m\u001b[30;43m*\u001b[39;49m\u001b[30;43mkwargs\u001b[39;49m\u001b[30;43m)\u001b[39;49m \u001b[38;5;28;01mas\u001b[39;00m process:\n\u001b[32m 549\u001b[39m \u001b[38;5;28;01mtry\u001b[39;00m:\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/subprocess.py:1026\u001b[39m, in \u001b[36mPopen.__init__\u001b[39m\u001b[34m(self, args, bufsize, executable, stdin, stdout, stderr, preexec_fn, close_fds, shell, cwd, env, universal_newlines, startupinfo, creationflags, restore_signals, start_new_session, pass_fds, user, group, extra_groups, encoding, errors, text, umask, pipesize, process_group)\u001b[39m\n\u001b[32m 1023\u001b[39m \u001b[38;5;28mself\u001b[39m.stderr = io.TextIOWrapper(\u001b[38;5;28mself\u001b[39m.stderr,\n\u001b[32m 1024\u001b[39m encoding=encoding, errors=errors)\n\u001b[32m-> \u001b[39m\u001b[32m1026\u001b[39m \u001b[30;43mself\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43m_execute_child\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43margs\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mexecutable\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mpreexec_fn\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mclose_fds\u001b[39;49m\u001b[30;43m,\u001b[39;49m\n\u001b[32m 1027\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43mpass_fds\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mcwd\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43menv\u001b[39;49m\u001b[30;43m,\u001b[39;49m\n\u001b[32m 1028\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43mstartupinfo\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mcreationflags\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mshell\u001b[39;49m\u001b[30;43m,\u001b[39;49m\n\u001b[32m 1029\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43mp2cread\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mp2cwrite\u001b[39;49m\u001b[30;43m,\u001b[39;49m\n\u001b[32m 1030\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43mc2pread\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mc2pwrite\u001b[39;49m\u001b[30;43m,\u001b[39;49m\n\u001b[32m 1031\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43merrread\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43merrwrite\u001b[39;49m\u001b[30;43m,\u001b[39;49m\n\u001b[32m 1032\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43mrestore_signals\u001b[39;49m\u001b[30;43m,\u001b[39;49m\n\u001b[32m 1033\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43mgid\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mgids\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43muid\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mumask\u001b[39;49m\u001b[30;43m,\u001b[39;49m\n\u001b[32m 1034\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43mstart_new_session\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mprocess_group\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 1035\u001b[39m \u001b[38;5;28;01mexcept\u001b[39;00m:\n\u001b[32m 1036\u001b[39m \u001b[38;5;66;03m# Cleanup if the child failed starting.\u001b[39;00m\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/subprocess.py:1955\u001b[39m, in \u001b[36mPopen._execute_child\u001b[39m\u001b[34m(self, args, executable, preexec_fn, close_fds, pass_fds, cwd, env, startupinfo, creationflags, shell, p2cread, p2cwrite, c2pread, c2pwrite, errread, errwrite, restore_signals, gid, gids, uid, umask, start_new_session, process_group)\u001b[39m\n\u001b[32m 1954\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m err_filename \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[32m-> \u001b[39m\u001b[32m1955\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m child_exception_type(errno_num, err_msg, err_filename)\n\u001b[32m 1956\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m:\n", "\u001b[31mFileNotFoundError\u001b[39m: [Errno 2] No such file or directory: 'latex'", "\nThe above exception was the direct cause of the following exception:\n", "\u001b[31mRuntimeError\u001b[39m Traceback (most recent call last)", "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[15]\u001b[39m\u001b[32m, line 92\u001b[39m\n\u001b[32m 88\u001b[39m plt.savefig(PLOTS_DIR / \u001b[33mf\"{save_name}.pdf\"\u001b[39m, bbox_inches=\u001b[33m\"tight\"\u001b[39m)\n\u001b[32m 89\u001b[39m plt.show()\n\u001b[32m 90\u001b[39m \n\u001b[32m 91\u001b[39m \n\u001b[32m---> \u001b[39m\u001b[32m92\u001b[39m plot_comparison_grid(\n\u001b[32m 93\u001b[39m sources=[\n\u001b[32m 94\u001b[39m (X_real, y_real, \u001b[33m\"Real\"\u001b[39m, \u001b[33m\"C0\"\u001b[39m),\n\u001b[32m 95\u001b[39m (X_fake, y_fake, \u001b[33m\"GlitchGAN\"\u001b[39m, \u001b[33m\"C1\"\u001b[39m),\n", "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[15]\u001b[39m\u001b[32m, line 88\u001b[39m, in \u001b[36mplot_comparison_grid\u001b[39m\u001b[34m(sources, label_order, n_examples, save_name, white_noise, snr_default, snr_overrides)\u001b[39m\n\u001b[32m 84\u001b[39m \n\u001b[32m 85\u001b[39m fig.legend(handles=legend_handles, loc=\"upper center\", ncol=n_sources,\n\u001b[32m 86\u001b[39m fontsize=15, frameon=False, bbox_to_anchor=(0.5, 0.99))\n\u001b[32m 87\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m save_name:\n\u001b[32m---> \u001b[39m\u001b[32m88\u001b[39m plt.savefig(PLOTS_DIR / \u001b[33mf\"{save_name}.pdf\"\u001b[39m, bbox_inches=\u001b[33m\"tight\"\u001b[39m)\n\u001b[32m 89\u001b[39m plt.show()\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/pyplot.py:1250\u001b[39m, in \u001b[36msavefig\u001b[39m\u001b[34m(*args, **kwargs)\u001b[39m\n\u001b[32m 1247\u001b[39m fig = gcf()\n\u001b[32m 1248\u001b[39m \u001b[38;5;66;03m# savefig default implementation has no return, so mypy is unhappy\u001b[39;00m\n\u001b[32m 1249\u001b[39m \u001b[38;5;66;03m# presumably this is here because subclasses can return?\u001b[39;00m\n\u001b[32m-> \u001b[39m\u001b[32m1250\u001b[39m res = \u001b[30;43mfig\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43msavefig\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43m*\u001b[39;49m\u001b[30;43margs\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43m*\u001b[39;49m\u001b[30;43m*\u001b[39;49m\u001b[30;43mkwargs\u001b[39;49m\u001b[30;43m)\u001b[39;49m \u001b[38;5;66;03m# type: ignore[func-returns-value]\u001b[39;00m\n\u001b[32m 1251\u001b[39m fig.canvas.draw_idle() \u001b[38;5;66;03m# Need this if 'transparent=True', to reset colors.\u001b[39;00m\n\u001b[32m 1252\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m res\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/figure.py:3497\u001b[39m, in \u001b[36mFigure.savefig\u001b[39m\u001b[34m(self, fname, transparent, **kwargs)\u001b[39m\n\u001b[32m 3495\u001b[39m \u001b[38;5;28;01mfor\u001b[39;00m ax \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m.axes:\n\u001b[32m 3496\u001b[39m _recursively_make_axes_transparent(stack, ax)\n\u001b[32m-> \u001b[39m\u001b[32m3497\u001b[39m \u001b[30;43mself\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mcanvas\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mprint_figure\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43mfname\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43m*\u001b[39;49m\u001b[30;43m*\u001b[39;49m\u001b[30;43mkwargs\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/backend_bases.py:2157\u001b[39m, in \u001b[36mFigureCanvasBase.print_figure\u001b[39m\u001b[34m(self, filename, dpi, facecolor, edgecolor, orientation, format, bbox_inches, pad_inches, bbox_extra_artists, backend, **kwargs)\u001b[39m\n\u001b[32m 2154\u001b[39m \u001b[38;5;66;03m# we do this instead of `self.figure.draw_without_rendering`\u001b[39;00m\n\u001b[32m 2155\u001b[39m \u001b[38;5;66;03m# so that we can inject the orientation\u001b[39;00m\n\u001b[32m 2156\u001b[39m \u001b[38;5;28;01mwith\u001b[39;00m \u001b[38;5;28mgetattr\u001b[39m(renderer, \u001b[33m\"\u001b[39m\u001b[33m_draw_disabled\u001b[39m\u001b[33m\"\u001b[39m, nullcontext)():\n\u001b[32m-> \u001b[39m\u001b[32m2157\u001b[39m \u001b[30;43mself\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mfigure\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mdraw\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43mrenderer\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 2158\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m bbox_inches:\n\u001b[32m 2159\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m bbox_inches == \u001b[33m\"\u001b[39m\u001b[33mtight\u001b[39m\u001b[33m\"\u001b[39m:\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/artist.py:94\u001b[39m, in \u001b[36m_finalize_rasterization..draw_wrapper\u001b[39m\u001b[34m(artist, renderer, *args, **kwargs)\u001b[39m\n\u001b[32m 92\u001b[39m \u001b[38;5;129m@wraps\u001b[39m(draw)\n\u001b[32m 93\u001b[39m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34mdraw_wrapper\u001b[39m(artist, renderer, *args, **kwargs):\n\u001b[32m---> \u001b[39m\u001b[32m94\u001b[39m result = \u001b[30;43mdraw\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43martist\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mrenderer\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43m*\u001b[39;49m\u001b[30;43margs\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43m*\u001b[39;49m\u001b[30;43m*\u001b[39;49m\u001b[30;43mkwargs\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 95\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m renderer._rasterizing:\n\u001b[32m 96\u001b[39m renderer.stop_rasterizing()\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/artist.py:71\u001b[39m, in \u001b[36mallow_rasterization..draw_wrapper\u001b[39m\u001b[34m(artist, renderer)\u001b[39m\n\u001b[32m 68\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m artist.get_agg_filter() \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[32m 69\u001b[39m renderer.start_filter()\n\u001b[32m---> \u001b[39m\u001b[32m71\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[30;43mdraw\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43martist\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mrenderer\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 72\u001b[39m \u001b[38;5;28;01mfinally\u001b[39;00m:\n\u001b[32m 73\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m artist.get_agg_filter() \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/figure.py:3264\u001b[39m, in \u001b[36mFigure.draw\u001b[39m\u001b[34m(self, renderer)\u001b[39m\n\u001b[32m 3261\u001b[39m \u001b[38;5;66;03m# ValueError can occur when resizing a window.\u001b[39;00m\n\u001b[32m 3263\u001b[39m \u001b[38;5;28mself\u001b[39m.patch.draw(renderer)\n\u001b[32m-> \u001b[39m\u001b[32m3264\u001b[39m \u001b[30;43mmimage\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43m_draw_list_compositing_images\u001b[39;49m\u001b[30;43m(\u001b[39;49m\n\u001b[32m 3265\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43mrenderer\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mself\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43martists\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mself\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43msuppressComposite\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 3267\u001b[39m renderer.close_group(\u001b[33m'\u001b[39m\u001b[33mfigure\u001b[39m\u001b[33m'\u001b[39m)\n\u001b[32m 3268\u001b[39m \u001b[38;5;28;01mfinally\u001b[39;00m:\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/image.py:134\u001b[39m, in \u001b[36m_draw_list_compositing_images\u001b[39m\u001b[34m(renderer, parent, artists, suppress_composite)\u001b[39m\n\u001b[32m 132\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m not_composite \u001b[38;5;129;01mor\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m has_images:\n\u001b[32m 133\u001b[39m \u001b[38;5;28;01mfor\u001b[39;00m a \u001b[38;5;129;01min\u001b[39;00m artists:\n\u001b[32m--> \u001b[39m\u001b[32m134\u001b[39m \u001b[30;43ma\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mdraw\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43mrenderer\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 135\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[32m 136\u001b[39m \u001b[38;5;66;03m# Composite any adjacent images together\u001b[39;00m\n\u001b[32m 137\u001b[39m image_group = []\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/artist.py:71\u001b[39m, in \u001b[36mallow_rasterization..draw_wrapper\u001b[39m\u001b[34m(artist, renderer)\u001b[39m\n\u001b[32m 68\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m artist.get_agg_filter() \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[32m 69\u001b[39m renderer.start_filter()\n\u001b[32m---> \u001b[39m\u001b[32m71\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[30;43mdraw\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43martist\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mrenderer\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 72\u001b[39m \u001b[38;5;28;01mfinally\u001b[39;00m:\n\u001b[32m 73\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m artist.get_agg_filter() \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/gwpy/plot/axes.py:201\u001b[39m, in \u001b[36mAxes.draw\u001b[39m\u001b[34m(self, renderer)\u001b[39m\n\u001b[32m 198\u001b[39m ax.set_label_text(\u001b[33mf\u001b[39m\u001b[33m\"\u001b[39m\u001b[33mTime [\u001b[39m\u001b[38;5;132;01m{\u001b[39;00munit\u001b[38;5;132;01m}\u001b[39;00m\u001b[33m] from \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mutc\u001b[38;5;132;01m}\u001b[39;00m\u001b[33m UTC (\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mepoch\u001b[38;5;132;01m!r}\u001b[39;00m\u001b[33m)\u001b[39m\u001b[33m\"\u001b[39m)\n\u001b[32m 200\u001b[39m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[32m--> \u001b[39m\u001b[32m201\u001b[39m \u001b[30;43msuper\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43m)\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mdraw\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43mrenderer\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 202\u001b[39m \u001b[38;5;28;01mfinally\u001b[39;00m:\n\u001b[32m 203\u001b[39m \u001b[38;5;28;01mfor\u001b[39;00m ax \u001b[38;5;129;01min\u001b[39;00m labels: \u001b[38;5;66;03m# reset labels\u001b[39;00m\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/artist.py:71\u001b[39m, in \u001b[36mallow_rasterization..draw_wrapper\u001b[39m\u001b[34m(artist, renderer)\u001b[39m\n\u001b[32m 68\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m artist.get_agg_filter() \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[32m 69\u001b[39m renderer.start_filter()\n\u001b[32m---> \u001b[39m\u001b[32m71\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[30;43mdraw\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43martist\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mrenderer\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 72\u001b[39m \u001b[38;5;28;01mfinally\u001b[39;00m:\n\u001b[32m 73\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m artist.get_agg_filter() \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/axes/_base.py:3190\u001b[39m, in \u001b[36m_AxesBase.draw\u001b[39m\u001b[34m(self, renderer)\u001b[39m\n\u001b[32m 3187\u001b[39m \u001b[38;5;28;01mfor\u001b[39;00m spine \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m.spines.values():\n\u001b[32m 3188\u001b[39m artists.remove(spine)\n\u001b[32m-> \u001b[39m\u001b[32m3190\u001b[39m \u001b[30;43mself\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43m_update_title_position\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43mrenderer\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 3192\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28mself\u001b[39m.axison:\n\u001b[32m 3193\u001b[39m \u001b[38;5;28;01mfor\u001b[39;00m _axis \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m._axis_map.values():\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/axes/_base.py:3144\u001b[39m, in \u001b[36m_AxesBase._update_title_position\u001b[39m\u001b[34m(self, renderer)\u001b[39m\n\u001b[32m 3142\u001b[39m _log.debug(\u001b[33m'\u001b[39m\u001b[33mtop of Axes not in the figure, so title not moved\u001b[39m\u001b[33m'\u001b[39m)\n\u001b[32m 3143\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m\n\u001b[32m-> \u001b[39m\u001b[32m3144\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[30;43mtitle\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mget_window_extent\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43mrenderer\u001b[39;49m\u001b[30;43m)\u001b[39;49m.ymin < top:\n\u001b[32m 3145\u001b[39m _, y = \u001b[38;5;28mself\u001b[39m.transAxes.inverted().transform((\u001b[32m0\u001b[39m, top))\n\u001b[32m 3146\u001b[39m title.set_position((x, y))\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/text.py:969\u001b[39m, in \u001b[36mText.get_window_extent\u001b[39m\u001b[34m(self, renderer, dpi)\u001b[39m\n\u001b[32m 964\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mRuntimeError\u001b[39;00m(\n\u001b[32m 965\u001b[39m \u001b[33m\"\u001b[39m\u001b[33mCannot get window extent of text w/o renderer. You likely \u001b[39m\u001b[33m\"\u001b[39m\n\u001b[32m 966\u001b[39m \u001b[33m\"\u001b[39m\u001b[33mwant to call \u001b[39m\u001b[33m'\u001b[39m\u001b[33mfigure.draw_without_rendering()\u001b[39m\u001b[33m'\u001b[39m\u001b[33m first.\u001b[39m\u001b[33m\"\u001b[39m)\n\u001b[32m 968\u001b[39m \u001b[38;5;28;01mwith\u001b[39;00m cbook._setattr_cm(fig, dpi=dpi):\n\u001b[32m--> \u001b[39m\u001b[32m969\u001b[39m bbox, info, descent = \u001b[30;43mself\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43m_get_layout\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43mself\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43m_renderer\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 970\u001b[39m x, y = \u001b[38;5;28mself\u001b[39m.get_unitless_position()\n\u001b[32m 971\u001b[39m x, y = \u001b[38;5;28mself\u001b[39m.get_transform().transform((x, y))\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/text.py:373\u001b[39m, in \u001b[36mText._get_layout\u001b[39m\u001b[34m(self, renderer)\u001b[39m\n\u001b[32m 370\u001b[39m ys = []\n\u001b[32m 372\u001b[39m \u001b[38;5;66;03m# Full vertical extent of font, including ascenders and descenders:\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m373\u001b[39m _, lp_h, lp_d = \u001b[30;43m_get_text_metrics_with_cache\u001b[39;49m\u001b[30;43m(\u001b[39;49m\n\u001b[32m 374\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43mrenderer\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43m\"\u001b[39;49m\u001b[30;43mlp\u001b[39;49m\u001b[30;43m\"\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mself\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43m_fontproperties\u001b[39;49m\u001b[30;43m,\u001b[39;49m\n\u001b[32m 375\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43mismath\u001b[39;49m\u001b[30;43m=\u001b[39;49m\u001b[30;43m\"\u001b[39;49m\u001b[30;43mTeX\u001b[39;49m\u001b[30;43m\"\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43;01mif\u001b[39;49;00m\u001b[30;43m \u001b[39;49m\u001b[30;43mself\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mget_usetex\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43m)\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43;01melse\u001b[39;49;00m\u001b[30;43m \u001b[39;49m\u001b[30;43;01mFalse\u001b[39;49;00m\u001b[30;43m,\u001b[39;49m\n\u001b[32m 376\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43mdpi\u001b[39;49m\u001b[30;43m=\u001b[39;49m\u001b[30;43mself\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mget_figure\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43mroot\u001b[39;49m\u001b[30;43m=\u001b[39;49m\u001b[30;43;01mTrue\u001b[39;49;00m\u001b[30;43m)\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mdpi\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 377\u001b[39m min_dy = (lp_h - lp_d) * \u001b[38;5;28mself\u001b[39m._linespacing\n\u001b[32m 379\u001b[39m \u001b[38;5;28;01mfor\u001b[39;00m i, line \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28menumerate\u001b[39m(lines):\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/text.py:69\u001b[39m, in \u001b[36m_get_text_metrics_with_cache\u001b[39m\u001b[34m(renderer, text, fontprop, ismath, dpi)\u001b[39m\n\u001b[32m 66\u001b[39m \u001b[38;5;250m\u001b[39m\u001b[33;03m\"\"\"Call ``renderer.get_text_width_height_descent``, caching the results.\"\"\"\u001b[39;00m\n\u001b[32m 67\u001b[39m \u001b[38;5;66;03m# Cached based on a copy of fontprop so that later in-place mutations of\u001b[39;00m\n\u001b[32m 68\u001b[39m \u001b[38;5;66;03m# the passed-in argument do not mess up the cache.\u001b[39;00m\n\u001b[32m---> \u001b[39m\u001b[32m69\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[30;43m_get_text_metrics_with_cache_impl\u001b[39;49m\u001b[30;43m(\u001b[39;49m\n\u001b[32m 70\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43mweakref\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mref\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43mrenderer\u001b[39;49m\u001b[30;43m)\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mtext\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mfontprop\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mcopy\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43m)\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mismath\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mdpi\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/text.py:77\u001b[39m, in \u001b[36m_get_text_metrics_with_cache_impl\u001b[39m\u001b[34m(renderer_ref, text, fontprop, ismath, dpi)\u001b[39m\n\u001b[32m 73\u001b[39m \u001b[38;5;129m@functools\u001b[39m.lru_cache(\u001b[32m4096\u001b[39m)\n\u001b[32m 74\u001b[39m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34m_get_text_metrics_with_cache_impl\u001b[39m(\n\u001b[32m 75\u001b[39m renderer_ref, text, fontprop, ismath, dpi):\n\u001b[32m 76\u001b[39m \u001b[38;5;66;03m# dpi is unused, but participates in cache invalidation (via the renderer).\u001b[39;00m\n\u001b[32m---> \u001b[39m\u001b[32m77\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[30;43mrenderer_ref\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43m)\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mget_text_width_height_descent\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43mtext\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mfontprop\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mismath\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/backends/_backend_pdf_ps.py:150\u001b[39m, in \u001b[36mRendererPDFPSBase.get_text_width_height_descent\u001b[39m\u001b[34m(self, s, prop, ismath)\u001b[39m\n\u001b[32m 147\u001b[39m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34mget_text_width_height_descent\u001b[39m(\u001b[38;5;28mself\u001b[39m, s, prop, ismath):\n\u001b[32m 148\u001b[39m \u001b[38;5;66;03m# docstring inherited\u001b[39;00m\n\u001b[32m 149\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m ismath == \u001b[33m\"\u001b[39m\u001b[33mTeX\u001b[39m\u001b[33m\"\u001b[39m:\n\u001b[32m--> \u001b[39m\u001b[32m150\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[30;43msuper\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43m)\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mget_text_width_height_descent\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43ms\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mprop\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mismath\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 151\u001b[39m \u001b[38;5;28;01melif\u001b[39;00m ismath:\n\u001b[32m 152\u001b[39m parse = \u001b[38;5;28mself\u001b[39m._text2path.mathtext_parser.parse(s, \u001b[32m72\u001b[39m, prop)\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/backend_bases.py:566\u001b[39m, in \u001b[36mRendererBase.get_text_width_height_descent\u001b[39m\u001b[34m(self, s, prop, ismath)\u001b[39m\n\u001b[32m 562\u001b[39m fontsize = prop.get_size_in_points()\n\u001b[32m 564\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m ismath == \u001b[33m'\u001b[39m\u001b[33mTeX\u001b[39m\u001b[33m'\u001b[39m:\n\u001b[32m 565\u001b[39m \u001b[38;5;66;03m# todo: handle properties\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m566\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[30;43mself\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mget_texmanager\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43m)\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mget_text_width_height_descent\u001b[39;49m\u001b[30;43m(\u001b[39;49m\n\u001b[32m 567\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43ms\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mfontsize\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mrenderer\u001b[39;49m\u001b[30;43m=\u001b[39;49m\u001b[30;43mself\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 569\u001b[39m dpi = \u001b[38;5;28mself\u001b[39m.points_to_pixels(\u001b[32m72\u001b[39m)\n\u001b[32m 570\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m ismath:\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/texmanager.py:364\u001b[39m, in \u001b[36mTexManager.get_text_width_height_descent\u001b[39m\u001b[34m(cls, tex, fontsize, renderer)\u001b[39m\n\u001b[32m 362\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m tex.strip() == \u001b[33m'\u001b[39m\u001b[33m'\u001b[39m:\n\u001b[32m 363\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[32m0\u001b[39m, \u001b[32m0\u001b[39m, \u001b[32m0\u001b[39m\n\u001b[32m--> \u001b[39m\u001b[32m364\u001b[39m dvifile = \u001b[30;43mcls\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mmake_dvi\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43mtex\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mfontsize\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 365\u001b[39m dpi_fraction = renderer.points_to_pixels(\u001b[32m1.\u001b[39m) \u001b[38;5;28;01mif\u001b[39;00m renderer \u001b[38;5;28;01melse\u001b[39;00m \u001b[32m1\u001b[39m\n\u001b[32m 366\u001b[39m \u001b[38;5;28;01mwith\u001b[39;00m dviread.Dvi(dvifile, \u001b[32m72\u001b[39m * dpi_fraction) \u001b[38;5;28;01mas\u001b[39;00m dvi:\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/texmanager.py:293\u001b[39m, in \u001b[36mTexManager.make_dvi\u001b[39m\u001b[34m(cls, tex, fontsize)\u001b[39m\n\u001b[32m 290\u001b[39m \u001b[38;5;28;01mwith\u001b[39;00m TemporaryDirectory(\u001b[38;5;28mdir\u001b[39m=dvifile.parent) \u001b[38;5;28;01mas\u001b[39;00m tmpdir:\n\u001b[32m 291\u001b[39m Path(tmpdir, \u001b[33m\"\u001b[39m\u001b[33mfile.tex\u001b[39m\u001b[33m\"\u001b[39m).write_text(\n\u001b[32m 292\u001b[39m \u001b[38;5;28mcls\u001b[39m._get_tex_source(tex, fontsize), encoding=\u001b[33m'\u001b[39m\u001b[33mutf-8\u001b[39m\u001b[33m'\u001b[39m)\n\u001b[32m--> \u001b[39m\u001b[32m293\u001b[39m \u001b[30;43mcls\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43m_run_checked_subprocess\u001b[39;49m\u001b[30;43m(\u001b[39;49m\n\u001b[32m 294\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43m[\u001b[39;49m\u001b[30;43m\"\u001b[39;49m\u001b[30;43mlatex\u001b[39;49m\u001b[30;43m\"\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43m\"\u001b[39;49m\u001b[30;43m-interaction=nonstopmode\u001b[39;49m\u001b[30;43m\"\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43m\"\u001b[39;49m\u001b[30;43m-halt-on-error\u001b[39;49m\u001b[30;43m\"\u001b[39;49m\u001b[30;43m,\u001b[39;49m\n\u001b[32m 295\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43m\"\u001b[39;49m\u001b[30;43m-no-shell-escape\u001b[39;49m\u001b[30;43m\"\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43m\"\u001b[39;49m\u001b[30;43mfile.tex\u001b[39;49m\u001b[30;43m\"\u001b[39;49m\u001b[30;43m]\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mtex\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mcwd\u001b[39;49m\u001b[30;43m=\u001b[39;49m\u001b[30;43mtmpdir\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 296\u001b[39m Path(tmpdir, \u001b[33m\"\u001b[39m\u001b[33mfile.dvi\u001b[39m\u001b[33m\"\u001b[39m).replace(dvifile)\n\u001b[32m 297\u001b[39m \u001b[38;5;66;03m# Also move the tex source to the main cache directory, but\u001b[39;00m\n\u001b[32m 298\u001b[39m \u001b[38;5;66;03m# only for backcompat.\u001b[39;00m\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/texmanager.py:254\u001b[39m, in \u001b[36mTexManager._run_checked_subprocess\u001b[39m\u001b[34m(cls, command, tex, cwd)\u001b[39m\n\u001b[32m 250\u001b[39m report = subprocess.check_output(\n\u001b[32m 251\u001b[39m command, cwd=cwd \u001b[38;5;28;01mif\u001b[39;00m cwd \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;28;01melse\u001b[39;00m \u001b[38;5;28mcls\u001b[39m._texcache,\n\u001b[32m 252\u001b[39m stderr=subprocess.STDOUT)\n\u001b[32m 253\u001b[39m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mFileNotFoundError\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m exc:\n\u001b[32m--> \u001b[39m\u001b[32m254\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mRuntimeError\u001b[39;00m(\n\u001b[32m 255\u001b[39m \u001b[33mf\u001b[39m\u001b[33m'\u001b[39m\u001b[33mFailed to process string with tex because \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mcommand[\u001b[32m0\u001b[39m]\u001b[38;5;132;01m}\u001b[39;00m\u001b[33m \u001b[39m\u001b[33m'\u001b[39m\n\u001b[32m 256\u001b[39m \u001b[33m'\u001b[39m\u001b[33mcould not be found\u001b[39m\u001b[33m'\u001b[39m) \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34;01mexc\u001b[39;00m\n\u001b[32m 257\u001b[39m \u001b[38;5;28;01mexcept\u001b[39;00m subprocess.CalledProcessError \u001b[38;5;28;01mas\u001b[39;00m exc:\n\u001b[32m 258\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mRuntimeError\u001b[39;00m(\n\u001b[32m 259\u001b[39m \u001b[33m'\u001b[39m\u001b[38;5;132;01m{prog}\u001b[39;00m\u001b[33m was not able to process the following string:\u001b[39m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[33m'\u001b[39m\n\u001b[32m 260\u001b[39m \u001b[33m'\u001b[39m\u001b[38;5;132;01m{tex!r}\u001b[39;00m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[33m'\u001b[39m\n\u001b[32m (...)\u001b[39m\u001b[32m 267\u001b[39m exc=exc.output.decode(\u001b[33m'\u001b[39m\u001b[33mutf-8\u001b[39m\u001b[33m'\u001b[39m, \u001b[33m'\u001b[39m\u001b[33mbackslashreplace\u001b[39m\u001b[33m'\u001b[39m))\n\u001b[32m 268\u001b[39m ) \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m\n", "\u001b[31mRuntimeError\u001b[39m: Failed to process string with tex because latex could not be found" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Error in callback (for post_execute), with arguments args (),kwargs {}:\n" ] }, { "ename": "RuntimeError", "evalue": "Failed to process string with tex because latex could not be found", "output_type": "error", "traceback": [ "\u001b[31m---------------------------------------------------------------------------\u001b[39m", "\u001b[31mFileNotFoundError\u001b[39m Traceback (most recent call last)", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/texmanager.py:250\u001b[39m, in \u001b[36mTexManager._run_checked_subprocess\u001b[39m\u001b[34m(cls, command, tex, cwd)\u001b[39m\n\u001b[32m 249\u001b[39m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[32m--> \u001b[39m\u001b[32m250\u001b[39m report = \u001b[30;43msubprocess\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mcheck_output\u001b[39;49m\u001b[30;43m(\u001b[39;49m\n\u001b[32m 251\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43mcommand\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mcwd\u001b[39;49m\u001b[30;43m=\u001b[39;49m\u001b[30;43mcwd\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43;01mif\u001b[39;49;00m\u001b[30;43m \u001b[39;49m\u001b[30;43mcwd\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43;01mis\u001b[39;49;00m\u001b[30;43m \u001b[39;49m\u001b[30;43;01mnot\u001b[39;49;00m\u001b[30;43m \u001b[39;49m\u001b[30;43;01mNone\u001b[39;49;00m\u001b[30;43m \u001b[39;49m\u001b[30;43;01melse\u001b[39;49;00m\u001b[30;43m \u001b[39;49m\u001b[30;43mcls\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43m_texcache\u001b[39;49m\u001b[30;43m,\u001b[39;49m\n\u001b[32m 252\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43mstderr\u001b[39;49m\u001b[30;43m=\u001b[39;49m\u001b[30;43msubprocess\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mSTDOUT\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 253\u001b[39m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mFileNotFoundError\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m exc:\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/subprocess.py:466\u001b[39m, in \u001b[36mcheck_output\u001b[39m\u001b[34m(timeout, *popenargs, **kwargs)\u001b[39m\n\u001b[32m 464\u001b[39m kwargs[\u001b[33m'\u001b[39m\u001b[33minput\u001b[39m\u001b[33m'\u001b[39m] = empty\n\u001b[32m--> \u001b[39m\u001b[32m466\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[30;43mrun\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43m*\u001b[39;49m\u001b[30;43mpopenargs\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mstdout\u001b[39;49m\u001b[30;43m=\u001b[39;49m\u001b[30;43mPIPE\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mtimeout\u001b[39;49m\u001b[30;43m=\u001b[39;49m\u001b[30;43mtimeout\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mcheck\u001b[39;49m\u001b[30;43m=\u001b[39;49m\u001b[30;43;01mTrue\u001b[39;49;00m\u001b[30;43m,\u001b[39;49m\n\u001b[32m 467\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43m*\u001b[39;49m\u001b[30;43m*\u001b[39;49m\u001b[30;43mkwargs\u001b[39;49m\u001b[30;43m)\u001b[39;49m.stdout\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/subprocess.py:548\u001b[39m, in \u001b[36mrun\u001b[39m\u001b[34m(input, capture_output, timeout, check, *popenargs, **kwargs)\u001b[39m\n\u001b[32m 546\u001b[39m kwargs[\u001b[33m'\u001b[39m\u001b[33mstderr\u001b[39m\u001b[33m'\u001b[39m] = PIPE\n\u001b[32m--> \u001b[39m\u001b[32m548\u001b[39m \u001b[38;5;28;01mwith\u001b[39;00m \u001b[30;43mPopen\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43m*\u001b[39;49m\u001b[30;43mpopenargs\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43m*\u001b[39;49m\u001b[30;43m*\u001b[39;49m\u001b[30;43mkwargs\u001b[39;49m\u001b[30;43m)\u001b[39;49m \u001b[38;5;28;01mas\u001b[39;00m process:\n\u001b[32m 549\u001b[39m \u001b[38;5;28;01mtry\u001b[39;00m:\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/subprocess.py:1026\u001b[39m, in \u001b[36mPopen.__init__\u001b[39m\u001b[34m(self, args, bufsize, executable, stdin, stdout, stderr, preexec_fn, close_fds, shell, cwd, env, universal_newlines, startupinfo, creationflags, restore_signals, start_new_session, pass_fds, user, group, extra_groups, encoding, errors, text, umask, pipesize, process_group)\u001b[39m\n\u001b[32m 1023\u001b[39m \u001b[38;5;28mself\u001b[39m.stderr = io.TextIOWrapper(\u001b[38;5;28mself\u001b[39m.stderr,\n\u001b[32m 1024\u001b[39m encoding=encoding, errors=errors)\n\u001b[32m-> \u001b[39m\u001b[32m1026\u001b[39m \u001b[30;43mself\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43m_execute_child\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43margs\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mexecutable\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mpreexec_fn\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mclose_fds\u001b[39;49m\u001b[30;43m,\u001b[39;49m\n\u001b[32m 1027\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43mpass_fds\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mcwd\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43menv\u001b[39;49m\u001b[30;43m,\u001b[39;49m\n\u001b[32m 1028\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43mstartupinfo\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mcreationflags\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mshell\u001b[39;49m\u001b[30;43m,\u001b[39;49m\n\u001b[32m 1029\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43mp2cread\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mp2cwrite\u001b[39;49m\u001b[30;43m,\u001b[39;49m\n\u001b[32m 1030\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43mc2pread\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mc2pwrite\u001b[39;49m\u001b[30;43m,\u001b[39;49m\n\u001b[32m 1031\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43merrread\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43merrwrite\u001b[39;49m\u001b[30;43m,\u001b[39;49m\n\u001b[32m 1032\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43mrestore_signals\u001b[39;49m\u001b[30;43m,\u001b[39;49m\n\u001b[32m 1033\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43mgid\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mgids\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43muid\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mumask\u001b[39;49m\u001b[30;43m,\u001b[39;49m\n\u001b[32m 1034\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43mstart_new_session\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mprocess_group\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 1035\u001b[39m \u001b[38;5;28;01mexcept\u001b[39;00m:\n\u001b[32m 1036\u001b[39m \u001b[38;5;66;03m# Cleanup if the child failed starting.\u001b[39;00m\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/subprocess.py:1955\u001b[39m, in \u001b[36mPopen._execute_child\u001b[39m\u001b[34m(self, args, executable, preexec_fn, close_fds, pass_fds, cwd, env, startupinfo, creationflags, shell, p2cread, p2cwrite, c2pread, c2pwrite, errread, errwrite, restore_signals, gid, gids, uid, umask, start_new_session, process_group)\u001b[39m\n\u001b[32m 1954\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m err_filename \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[32m-> \u001b[39m\u001b[32m1955\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m child_exception_type(errno_num, err_msg, err_filename)\n\u001b[32m 1956\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m:\n", "\u001b[31mFileNotFoundError\u001b[39m: [Errno 2] No such file or directory: 'latex'", "\nThe above exception was the direct cause of the following exception:\n", "\u001b[31mRuntimeError\u001b[39m Traceback (most recent call last)", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/pyplot.py:278\u001b[39m, in \u001b[36m_draw_all_if_interactive\u001b[39m\u001b[34m()\u001b[39m\n\u001b[32m 276\u001b[39m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34m_draw_all_if_interactive\u001b[39m() -> \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[32m 277\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m matplotlib.is_interactive():\n\u001b[32m--> \u001b[39m\u001b[32m278\u001b[39m \u001b[30;43mdraw_all\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/_pylab_helpers.py:131\u001b[39m, in \u001b[36mGcf.draw_all\u001b[39m\u001b[34m(cls, force)\u001b[39m\n\u001b[32m 129\u001b[39m \u001b[38;5;28;01mfor\u001b[39;00m manager \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mcls\u001b[39m.get_all_fig_managers():\n\u001b[32m 130\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m force \u001b[38;5;129;01mor\u001b[39;00m manager.canvas.figure.stale:\n\u001b[32m--> \u001b[39m\u001b[32m131\u001b[39m \u001b[30;43mmanager\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mcanvas\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mdraw_idle\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/backend_bases.py:1893\u001b[39m, in \u001b[36mFigureCanvasBase.draw_idle\u001b[39m\u001b[34m(self, *args, **kwargs)\u001b[39m\n\u001b[32m 1891\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28mself\u001b[39m._is_idle_drawing:\n\u001b[32m 1892\u001b[39m \u001b[38;5;28;01mwith\u001b[39;00m \u001b[38;5;28mself\u001b[39m._idle_draw_cntx():\n\u001b[32m-> \u001b[39m\u001b[32m1893\u001b[39m \u001b[30;43mself\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mdraw\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43m*\u001b[39;49m\u001b[30;43margs\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43m*\u001b[39;49m\u001b[30;43m*\u001b[39;49m\u001b[30;43mkwargs\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/backends/backend_agg.py:382\u001b[39m, in \u001b[36mFigureCanvasAgg.draw\u001b[39m\u001b[34m(self)\u001b[39m\n\u001b[32m 379\u001b[39m \u001b[38;5;66;03m# Acquire a lock on the shared font cache.\u001b[39;00m\n\u001b[32m 380\u001b[39m \u001b[38;5;28;01mwith\u001b[39;00m (\u001b[38;5;28mself\u001b[39m.toolbar._wait_cursor_for_draw_cm() \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m.toolbar\n\u001b[32m 381\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m nullcontext()):\n\u001b[32m--> \u001b[39m\u001b[32m382\u001b[39m \u001b[30;43mself\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mfigure\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mdraw\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43mself\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mrenderer\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 383\u001b[39m \u001b[38;5;66;03m# A GUI class may be need to update a window using this draw, so\u001b[39;00m\n\u001b[32m 384\u001b[39m \u001b[38;5;66;03m# don't forget to call the superclass.\u001b[39;00m\n\u001b[32m 385\u001b[39m \u001b[38;5;28msuper\u001b[39m().draw()\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/artist.py:94\u001b[39m, in \u001b[36m_finalize_rasterization..draw_wrapper\u001b[39m\u001b[34m(artist, renderer, *args, **kwargs)\u001b[39m\n\u001b[32m 92\u001b[39m \u001b[38;5;129m@wraps\u001b[39m(draw)\n\u001b[32m 93\u001b[39m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34mdraw_wrapper\u001b[39m(artist, renderer, *args, **kwargs):\n\u001b[32m---> \u001b[39m\u001b[32m94\u001b[39m result = \u001b[30;43mdraw\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43martist\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mrenderer\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43m*\u001b[39;49m\u001b[30;43margs\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43m*\u001b[39;49m\u001b[30;43m*\u001b[39;49m\u001b[30;43mkwargs\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 95\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m renderer._rasterizing:\n\u001b[32m 96\u001b[39m renderer.stop_rasterizing()\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/artist.py:71\u001b[39m, in \u001b[36mallow_rasterization..draw_wrapper\u001b[39m\u001b[34m(artist, renderer)\u001b[39m\n\u001b[32m 68\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m artist.get_agg_filter() \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[32m 69\u001b[39m renderer.start_filter()\n\u001b[32m---> \u001b[39m\u001b[32m71\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[30;43mdraw\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43martist\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mrenderer\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 72\u001b[39m \u001b[38;5;28;01mfinally\u001b[39;00m:\n\u001b[32m 73\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m artist.get_agg_filter() \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/figure.py:3264\u001b[39m, in \u001b[36mFigure.draw\u001b[39m\u001b[34m(self, renderer)\u001b[39m\n\u001b[32m 3261\u001b[39m \u001b[38;5;66;03m# ValueError can occur when resizing a window.\u001b[39;00m\n\u001b[32m 3263\u001b[39m \u001b[38;5;28mself\u001b[39m.patch.draw(renderer)\n\u001b[32m-> \u001b[39m\u001b[32m3264\u001b[39m \u001b[30;43mmimage\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43m_draw_list_compositing_images\u001b[39;49m\u001b[30;43m(\u001b[39;49m\n\u001b[32m 3265\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43mrenderer\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mself\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43martists\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mself\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43msuppressComposite\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 3267\u001b[39m renderer.close_group(\u001b[33m'\u001b[39m\u001b[33mfigure\u001b[39m\u001b[33m'\u001b[39m)\n\u001b[32m 3268\u001b[39m \u001b[38;5;28;01mfinally\u001b[39;00m:\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/image.py:134\u001b[39m, in \u001b[36m_draw_list_compositing_images\u001b[39m\u001b[34m(renderer, parent, artists, suppress_composite)\u001b[39m\n\u001b[32m 132\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m not_composite \u001b[38;5;129;01mor\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m has_images:\n\u001b[32m 133\u001b[39m \u001b[38;5;28;01mfor\u001b[39;00m a \u001b[38;5;129;01min\u001b[39;00m artists:\n\u001b[32m--> \u001b[39m\u001b[32m134\u001b[39m \u001b[30;43ma\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mdraw\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43mrenderer\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 135\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[32m 136\u001b[39m \u001b[38;5;66;03m# Composite any adjacent images together\u001b[39;00m\n\u001b[32m 137\u001b[39m image_group = []\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/artist.py:71\u001b[39m, in \u001b[36mallow_rasterization..draw_wrapper\u001b[39m\u001b[34m(artist, renderer)\u001b[39m\n\u001b[32m 68\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m artist.get_agg_filter() \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[32m 69\u001b[39m renderer.start_filter()\n\u001b[32m---> \u001b[39m\u001b[32m71\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[30;43mdraw\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43martist\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mrenderer\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 72\u001b[39m \u001b[38;5;28;01mfinally\u001b[39;00m:\n\u001b[32m 73\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m artist.get_agg_filter() \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/gwpy/plot/axes.py:201\u001b[39m, in \u001b[36mAxes.draw\u001b[39m\u001b[34m(self, renderer)\u001b[39m\n\u001b[32m 198\u001b[39m ax.set_label_text(\u001b[33mf\u001b[39m\u001b[33m\"\u001b[39m\u001b[33mTime [\u001b[39m\u001b[38;5;132;01m{\u001b[39;00munit\u001b[38;5;132;01m}\u001b[39;00m\u001b[33m] from \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mutc\u001b[38;5;132;01m}\u001b[39;00m\u001b[33m UTC (\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mepoch\u001b[38;5;132;01m!r}\u001b[39;00m\u001b[33m)\u001b[39m\u001b[33m\"\u001b[39m)\n\u001b[32m 200\u001b[39m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[32m--> \u001b[39m\u001b[32m201\u001b[39m \u001b[30;43msuper\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43m)\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mdraw\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43mrenderer\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 202\u001b[39m \u001b[38;5;28;01mfinally\u001b[39;00m:\n\u001b[32m 203\u001b[39m \u001b[38;5;28;01mfor\u001b[39;00m ax \u001b[38;5;129;01min\u001b[39;00m labels: \u001b[38;5;66;03m# reset labels\u001b[39;00m\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/artist.py:71\u001b[39m, in \u001b[36mallow_rasterization..draw_wrapper\u001b[39m\u001b[34m(artist, renderer)\u001b[39m\n\u001b[32m 68\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m artist.get_agg_filter() \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[32m 69\u001b[39m renderer.start_filter()\n\u001b[32m---> \u001b[39m\u001b[32m71\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[30;43mdraw\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43martist\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mrenderer\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 72\u001b[39m \u001b[38;5;28;01mfinally\u001b[39;00m:\n\u001b[32m 73\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m artist.get_agg_filter() \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/axes/_base.py:3190\u001b[39m, in \u001b[36m_AxesBase.draw\u001b[39m\u001b[34m(self, renderer)\u001b[39m\n\u001b[32m 3187\u001b[39m \u001b[38;5;28;01mfor\u001b[39;00m spine \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m.spines.values():\n\u001b[32m 3188\u001b[39m artists.remove(spine)\n\u001b[32m-> \u001b[39m\u001b[32m3190\u001b[39m \u001b[30;43mself\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43m_update_title_position\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43mrenderer\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 3192\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28mself\u001b[39m.axison:\n\u001b[32m 3193\u001b[39m \u001b[38;5;28;01mfor\u001b[39;00m _axis \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m._axis_map.values():\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/axes/_base.py:3144\u001b[39m, in \u001b[36m_AxesBase._update_title_position\u001b[39m\u001b[34m(self, renderer)\u001b[39m\n\u001b[32m 3142\u001b[39m _log.debug(\u001b[33m'\u001b[39m\u001b[33mtop of Axes not in the figure, so title not moved\u001b[39m\u001b[33m'\u001b[39m)\n\u001b[32m 3143\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m\n\u001b[32m-> \u001b[39m\u001b[32m3144\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[30;43mtitle\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mget_window_extent\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43mrenderer\u001b[39;49m\u001b[30;43m)\u001b[39;49m.ymin < top:\n\u001b[32m 3145\u001b[39m _, y = \u001b[38;5;28mself\u001b[39m.transAxes.inverted().transform((\u001b[32m0\u001b[39m, top))\n\u001b[32m 3146\u001b[39m title.set_position((x, y))\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/text.py:969\u001b[39m, in \u001b[36mText.get_window_extent\u001b[39m\u001b[34m(self, renderer, dpi)\u001b[39m\n\u001b[32m 964\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mRuntimeError\u001b[39;00m(\n\u001b[32m 965\u001b[39m \u001b[33m\"\u001b[39m\u001b[33mCannot get window extent of text w/o renderer. You likely \u001b[39m\u001b[33m\"\u001b[39m\n\u001b[32m 966\u001b[39m \u001b[33m\"\u001b[39m\u001b[33mwant to call \u001b[39m\u001b[33m'\u001b[39m\u001b[33mfigure.draw_without_rendering()\u001b[39m\u001b[33m'\u001b[39m\u001b[33m first.\u001b[39m\u001b[33m\"\u001b[39m)\n\u001b[32m 968\u001b[39m \u001b[38;5;28;01mwith\u001b[39;00m cbook._setattr_cm(fig, dpi=dpi):\n\u001b[32m--> \u001b[39m\u001b[32m969\u001b[39m bbox, info, descent = \u001b[30;43mself\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43m_get_layout\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43mself\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43m_renderer\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 970\u001b[39m x, y = \u001b[38;5;28mself\u001b[39m.get_unitless_position()\n\u001b[32m 971\u001b[39m x, y = \u001b[38;5;28mself\u001b[39m.get_transform().transform((x, y))\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/text.py:373\u001b[39m, in \u001b[36mText._get_layout\u001b[39m\u001b[34m(self, renderer)\u001b[39m\n\u001b[32m 370\u001b[39m ys = []\n\u001b[32m 372\u001b[39m \u001b[38;5;66;03m# Full vertical extent of font, including ascenders and descenders:\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m373\u001b[39m _, lp_h, lp_d = \u001b[30;43m_get_text_metrics_with_cache\u001b[39;49m\u001b[30;43m(\u001b[39;49m\n\u001b[32m 374\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43mrenderer\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43m\"\u001b[39;49m\u001b[30;43mlp\u001b[39;49m\u001b[30;43m\"\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mself\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43m_fontproperties\u001b[39;49m\u001b[30;43m,\u001b[39;49m\n\u001b[32m 375\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43mismath\u001b[39;49m\u001b[30;43m=\u001b[39;49m\u001b[30;43m\"\u001b[39;49m\u001b[30;43mTeX\u001b[39;49m\u001b[30;43m\"\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43;01mif\u001b[39;49;00m\u001b[30;43m \u001b[39;49m\u001b[30;43mself\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mget_usetex\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43m)\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43;01melse\u001b[39;49;00m\u001b[30;43m \u001b[39;49m\u001b[30;43;01mFalse\u001b[39;49;00m\u001b[30;43m,\u001b[39;49m\n\u001b[32m 376\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43mdpi\u001b[39;49m\u001b[30;43m=\u001b[39;49m\u001b[30;43mself\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mget_figure\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43mroot\u001b[39;49m\u001b[30;43m=\u001b[39;49m\u001b[30;43;01mTrue\u001b[39;49;00m\u001b[30;43m)\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mdpi\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 377\u001b[39m min_dy = (lp_h - lp_d) * \u001b[38;5;28mself\u001b[39m._linespacing\n\u001b[32m 379\u001b[39m \u001b[38;5;28;01mfor\u001b[39;00m i, line \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28menumerate\u001b[39m(lines):\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/text.py:69\u001b[39m, in \u001b[36m_get_text_metrics_with_cache\u001b[39m\u001b[34m(renderer, text, fontprop, ismath, dpi)\u001b[39m\n\u001b[32m 66\u001b[39m \u001b[38;5;250m\u001b[39m\u001b[33;03m\"\"\"Call ``renderer.get_text_width_height_descent``, caching the results.\"\"\"\u001b[39;00m\n\u001b[32m 67\u001b[39m \u001b[38;5;66;03m# Cached based on a copy of fontprop so that later in-place mutations of\u001b[39;00m\n\u001b[32m 68\u001b[39m \u001b[38;5;66;03m# the passed-in argument do not mess up the cache.\u001b[39;00m\n\u001b[32m---> \u001b[39m\u001b[32m69\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[30;43m_get_text_metrics_with_cache_impl\u001b[39;49m\u001b[30;43m(\u001b[39;49m\n\u001b[32m 70\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43mweakref\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mref\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43mrenderer\u001b[39;49m\u001b[30;43m)\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mtext\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mfontprop\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mcopy\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43m)\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mismath\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mdpi\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/text.py:77\u001b[39m, in \u001b[36m_get_text_metrics_with_cache_impl\u001b[39m\u001b[34m(renderer_ref, text, fontprop, ismath, dpi)\u001b[39m\n\u001b[32m 73\u001b[39m \u001b[38;5;129m@functools\u001b[39m.lru_cache(\u001b[32m4096\u001b[39m)\n\u001b[32m 74\u001b[39m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34m_get_text_metrics_with_cache_impl\u001b[39m(\n\u001b[32m 75\u001b[39m renderer_ref, text, fontprop, ismath, dpi):\n\u001b[32m 76\u001b[39m \u001b[38;5;66;03m# dpi is unused, but participates in cache invalidation (via the renderer).\u001b[39;00m\n\u001b[32m---> \u001b[39m\u001b[32m77\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[30;43mrenderer_ref\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43m)\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mget_text_width_height_descent\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43mtext\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mfontprop\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mismath\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/backends/backend_agg.py:211\u001b[39m, in \u001b[36mRendererAgg.get_text_width_height_descent\u001b[39m\u001b[34m(self, s, prop, ismath)\u001b[39m\n\u001b[32m 209\u001b[39m _api.check_in_list([\u001b[33m\"\u001b[39m\u001b[33mTeX\u001b[39m\u001b[33m\"\u001b[39m, \u001b[38;5;28;01mTrue\u001b[39;00m, \u001b[38;5;28;01mFalse\u001b[39;00m], ismath=ismath)\n\u001b[32m 210\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m ismath == \u001b[33m\"\u001b[39m\u001b[33mTeX\u001b[39m\u001b[33m\"\u001b[39m:\n\u001b[32m--> \u001b[39m\u001b[32m211\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[30;43msuper\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43m)\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mget_text_width_height_descent\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43ms\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mprop\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mismath\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 213\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m ismath:\n\u001b[32m 214\u001b[39m ox, oy, width, height, descent, font_image = \\\n\u001b[32m 215\u001b[39m \u001b[38;5;28mself\u001b[39m.mathtext_parser.parse(s, \u001b[38;5;28mself\u001b[39m.dpi, prop)\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/backend_bases.py:566\u001b[39m, in \u001b[36mRendererBase.get_text_width_height_descent\u001b[39m\u001b[34m(self, s, prop, ismath)\u001b[39m\n\u001b[32m 562\u001b[39m fontsize = prop.get_size_in_points()\n\u001b[32m 564\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m ismath == \u001b[33m'\u001b[39m\u001b[33mTeX\u001b[39m\u001b[33m'\u001b[39m:\n\u001b[32m 565\u001b[39m \u001b[38;5;66;03m# todo: handle properties\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m566\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[30;43mself\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mget_texmanager\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43m)\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mget_text_width_height_descent\u001b[39;49m\u001b[30;43m(\u001b[39;49m\n\u001b[32m 567\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43ms\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mfontsize\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mrenderer\u001b[39;49m\u001b[30;43m=\u001b[39;49m\u001b[30;43mself\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 569\u001b[39m dpi = \u001b[38;5;28mself\u001b[39m.points_to_pixels(\u001b[32m72\u001b[39m)\n\u001b[32m 570\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m ismath:\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/texmanager.py:364\u001b[39m, in \u001b[36mTexManager.get_text_width_height_descent\u001b[39m\u001b[34m(cls, tex, fontsize, renderer)\u001b[39m\n\u001b[32m 362\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m tex.strip() == \u001b[33m'\u001b[39m\u001b[33m'\u001b[39m:\n\u001b[32m 363\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[32m0\u001b[39m, \u001b[32m0\u001b[39m, \u001b[32m0\u001b[39m\n\u001b[32m--> \u001b[39m\u001b[32m364\u001b[39m dvifile = \u001b[30;43mcls\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mmake_dvi\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43mtex\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mfontsize\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 365\u001b[39m dpi_fraction = renderer.points_to_pixels(\u001b[32m1.\u001b[39m) \u001b[38;5;28;01mif\u001b[39;00m renderer \u001b[38;5;28;01melse\u001b[39;00m \u001b[32m1\u001b[39m\n\u001b[32m 366\u001b[39m \u001b[38;5;28;01mwith\u001b[39;00m dviread.Dvi(dvifile, \u001b[32m72\u001b[39m * dpi_fraction) \u001b[38;5;28;01mas\u001b[39;00m dvi:\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/texmanager.py:293\u001b[39m, in \u001b[36mTexManager.make_dvi\u001b[39m\u001b[34m(cls, tex, fontsize)\u001b[39m\n\u001b[32m 290\u001b[39m \u001b[38;5;28;01mwith\u001b[39;00m TemporaryDirectory(\u001b[38;5;28mdir\u001b[39m=dvifile.parent) \u001b[38;5;28;01mas\u001b[39;00m tmpdir:\n\u001b[32m 291\u001b[39m Path(tmpdir, \u001b[33m\"\u001b[39m\u001b[33mfile.tex\u001b[39m\u001b[33m\"\u001b[39m).write_text(\n\u001b[32m 292\u001b[39m \u001b[38;5;28mcls\u001b[39m._get_tex_source(tex, fontsize), encoding=\u001b[33m'\u001b[39m\u001b[33mutf-8\u001b[39m\u001b[33m'\u001b[39m)\n\u001b[32m--> \u001b[39m\u001b[32m293\u001b[39m \u001b[30;43mcls\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43m_run_checked_subprocess\u001b[39;49m\u001b[30;43m(\u001b[39;49m\n\u001b[32m 294\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43m[\u001b[39;49m\u001b[30;43m\"\u001b[39;49m\u001b[30;43mlatex\u001b[39;49m\u001b[30;43m\"\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43m\"\u001b[39;49m\u001b[30;43m-interaction=nonstopmode\u001b[39;49m\u001b[30;43m\"\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43m\"\u001b[39;49m\u001b[30;43m-halt-on-error\u001b[39;49m\u001b[30;43m\"\u001b[39;49m\u001b[30;43m,\u001b[39;49m\n\u001b[32m 295\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43m\"\u001b[39;49m\u001b[30;43m-no-shell-escape\u001b[39;49m\u001b[30;43m\"\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43m\"\u001b[39;49m\u001b[30;43mfile.tex\u001b[39;49m\u001b[30;43m\"\u001b[39;49m\u001b[30;43m]\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mtex\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mcwd\u001b[39;49m\u001b[30;43m=\u001b[39;49m\u001b[30;43mtmpdir\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 296\u001b[39m Path(tmpdir, \u001b[33m\"\u001b[39m\u001b[33mfile.dvi\u001b[39m\u001b[33m\"\u001b[39m).replace(dvifile)\n\u001b[32m 297\u001b[39m \u001b[38;5;66;03m# Also move the tex source to the main cache directory, but\u001b[39;00m\n\u001b[32m 298\u001b[39m \u001b[38;5;66;03m# only for backcompat.\u001b[39;00m\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/texmanager.py:254\u001b[39m, in \u001b[36mTexManager._run_checked_subprocess\u001b[39m\u001b[34m(cls, command, tex, cwd)\u001b[39m\n\u001b[32m 250\u001b[39m report = subprocess.check_output(\n\u001b[32m 251\u001b[39m command, cwd=cwd \u001b[38;5;28;01mif\u001b[39;00m cwd \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;28;01melse\u001b[39;00m \u001b[38;5;28mcls\u001b[39m._texcache,\n\u001b[32m 252\u001b[39m stderr=subprocess.STDOUT)\n\u001b[32m 253\u001b[39m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mFileNotFoundError\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m exc:\n\u001b[32m--> \u001b[39m\u001b[32m254\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mRuntimeError\u001b[39;00m(\n\u001b[32m 255\u001b[39m \u001b[33mf\u001b[39m\u001b[33m'\u001b[39m\u001b[33mFailed to process string with tex because \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mcommand[\u001b[32m0\u001b[39m]\u001b[38;5;132;01m}\u001b[39;00m\u001b[33m \u001b[39m\u001b[33m'\u001b[39m\n\u001b[32m 256\u001b[39m \u001b[33m'\u001b[39m\u001b[33mcould not be found\u001b[39m\u001b[33m'\u001b[39m) \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34;01mexc\u001b[39;00m\n\u001b[32m 257\u001b[39m \u001b[38;5;28;01mexcept\u001b[39;00m subprocess.CalledProcessError \u001b[38;5;28;01mas\u001b[39;00m exc:\n\u001b[32m 258\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mRuntimeError\u001b[39;00m(\n\u001b[32m 259\u001b[39m \u001b[33m'\u001b[39m\u001b[38;5;132;01m{prog}\u001b[39;00m\u001b[33m was not able to process the following string:\u001b[39m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[33m'\u001b[39m\n\u001b[32m 260\u001b[39m \u001b[33m'\u001b[39m\u001b[38;5;132;01m{tex!r}\u001b[39;00m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[33m'\u001b[39m\n\u001b[32m (...)\u001b[39m\u001b[32m 267\u001b[39m exc=exc.output.decode(\u001b[33m'\u001b[39m\u001b[33mutf-8\u001b[39m\u001b[33m'\u001b[39m, \u001b[33m'\u001b[39m\u001b[33mbackslashreplace\u001b[39m\u001b[33m'\u001b[39m))\n\u001b[32m 268\u001b[39m ) \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m\n", "\u001b[31mRuntimeError\u001b[39m: Failed to process string with tex because latex could not be found" ] }, { "ename": "RuntimeError", "evalue": "Failed to process string with tex because latex could not be found", "output_type": "error", "traceback": [ "\u001b[31m---------------------------------------------------------------------------\u001b[39m", "\u001b[31mFileNotFoundError\u001b[39m Traceback (most recent call last)", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/texmanager.py:250\u001b[39m, in \u001b[36mTexManager._run_checked_subprocess\u001b[39m\u001b[34m(cls, command, tex, cwd)\u001b[39m\n\u001b[32m 249\u001b[39m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[32m--> \u001b[39m\u001b[32m250\u001b[39m report = \u001b[30;43msubprocess\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mcheck_output\u001b[39;49m\u001b[30;43m(\u001b[39;49m\n\u001b[32m 251\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43mcommand\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mcwd\u001b[39;49m\u001b[30;43m=\u001b[39;49m\u001b[30;43mcwd\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43;01mif\u001b[39;49;00m\u001b[30;43m \u001b[39;49m\u001b[30;43mcwd\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43;01mis\u001b[39;49;00m\u001b[30;43m \u001b[39;49m\u001b[30;43;01mnot\u001b[39;49;00m\u001b[30;43m \u001b[39;49m\u001b[30;43;01mNone\u001b[39;49;00m\u001b[30;43m \u001b[39;49m\u001b[30;43;01melse\u001b[39;49;00m\u001b[30;43m \u001b[39;49m\u001b[30;43mcls\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43m_texcache\u001b[39;49m\u001b[30;43m,\u001b[39;49m\n\u001b[32m 252\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43mstderr\u001b[39;49m\u001b[30;43m=\u001b[39;49m\u001b[30;43msubprocess\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mSTDOUT\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 253\u001b[39m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mFileNotFoundError\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m exc:\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/subprocess.py:466\u001b[39m, in \u001b[36mcheck_output\u001b[39m\u001b[34m(timeout, *popenargs, **kwargs)\u001b[39m\n\u001b[32m 464\u001b[39m kwargs[\u001b[33m'\u001b[39m\u001b[33minput\u001b[39m\u001b[33m'\u001b[39m] = empty\n\u001b[32m--> \u001b[39m\u001b[32m466\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[30;43mrun\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43m*\u001b[39;49m\u001b[30;43mpopenargs\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mstdout\u001b[39;49m\u001b[30;43m=\u001b[39;49m\u001b[30;43mPIPE\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mtimeout\u001b[39;49m\u001b[30;43m=\u001b[39;49m\u001b[30;43mtimeout\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mcheck\u001b[39;49m\u001b[30;43m=\u001b[39;49m\u001b[30;43;01mTrue\u001b[39;49;00m\u001b[30;43m,\u001b[39;49m\n\u001b[32m 467\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43m*\u001b[39;49m\u001b[30;43m*\u001b[39;49m\u001b[30;43mkwargs\u001b[39;49m\u001b[30;43m)\u001b[39;49m.stdout\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/subprocess.py:548\u001b[39m, in \u001b[36mrun\u001b[39m\u001b[34m(input, capture_output, timeout, check, *popenargs, **kwargs)\u001b[39m\n\u001b[32m 546\u001b[39m kwargs[\u001b[33m'\u001b[39m\u001b[33mstderr\u001b[39m\u001b[33m'\u001b[39m] = PIPE\n\u001b[32m--> \u001b[39m\u001b[32m548\u001b[39m \u001b[38;5;28;01mwith\u001b[39;00m \u001b[30;43mPopen\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43m*\u001b[39;49m\u001b[30;43mpopenargs\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43m*\u001b[39;49m\u001b[30;43m*\u001b[39;49m\u001b[30;43mkwargs\u001b[39;49m\u001b[30;43m)\u001b[39;49m \u001b[38;5;28;01mas\u001b[39;00m process:\n\u001b[32m 549\u001b[39m \u001b[38;5;28;01mtry\u001b[39;00m:\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/subprocess.py:1026\u001b[39m, in \u001b[36mPopen.__init__\u001b[39m\u001b[34m(self, args, bufsize, executable, stdin, stdout, stderr, preexec_fn, close_fds, shell, cwd, env, universal_newlines, startupinfo, creationflags, restore_signals, start_new_session, pass_fds, user, group, extra_groups, encoding, errors, text, umask, pipesize, process_group)\u001b[39m\n\u001b[32m 1023\u001b[39m \u001b[38;5;28mself\u001b[39m.stderr = io.TextIOWrapper(\u001b[38;5;28mself\u001b[39m.stderr,\n\u001b[32m 1024\u001b[39m encoding=encoding, errors=errors)\n\u001b[32m-> \u001b[39m\u001b[32m1026\u001b[39m \u001b[30;43mself\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43m_execute_child\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43margs\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mexecutable\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mpreexec_fn\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mclose_fds\u001b[39;49m\u001b[30;43m,\u001b[39;49m\n\u001b[32m 1027\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43mpass_fds\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mcwd\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43menv\u001b[39;49m\u001b[30;43m,\u001b[39;49m\n\u001b[32m 1028\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43mstartupinfo\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mcreationflags\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mshell\u001b[39;49m\u001b[30;43m,\u001b[39;49m\n\u001b[32m 1029\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43mp2cread\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mp2cwrite\u001b[39;49m\u001b[30;43m,\u001b[39;49m\n\u001b[32m 1030\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43mc2pread\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mc2pwrite\u001b[39;49m\u001b[30;43m,\u001b[39;49m\n\u001b[32m 1031\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43merrread\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43merrwrite\u001b[39;49m\u001b[30;43m,\u001b[39;49m\n\u001b[32m 1032\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43mrestore_signals\u001b[39;49m\u001b[30;43m,\u001b[39;49m\n\u001b[32m 1033\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43mgid\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mgids\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43muid\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mumask\u001b[39;49m\u001b[30;43m,\u001b[39;49m\n\u001b[32m 1034\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43mstart_new_session\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mprocess_group\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 1035\u001b[39m \u001b[38;5;28;01mexcept\u001b[39;00m:\n\u001b[32m 1036\u001b[39m \u001b[38;5;66;03m# Cleanup if the child failed starting.\u001b[39;00m\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/subprocess.py:1955\u001b[39m, in \u001b[36mPopen._execute_child\u001b[39m\u001b[34m(self, args, executable, preexec_fn, close_fds, pass_fds, cwd, env, startupinfo, creationflags, shell, p2cread, p2cwrite, c2pread, c2pwrite, errread, errwrite, restore_signals, gid, gids, uid, umask, start_new_session, process_group)\u001b[39m\n\u001b[32m 1954\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m err_filename \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[32m-> \u001b[39m\u001b[32m1955\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m child_exception_type(errno_num, err_msg, err_filename)\n\u001b[32m 1956\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m:\n", "\u001b[31mFileNotFoundError\u001b[39m: [Errno 2] No such file or directory: 'latex'", "\nThe above exception was the direct cause of the following exception:\n", "\u001b[31mRuntimeError\u001b[39m Traceback (most recent call last)", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/backend_bases.py:2157\u001b[39m, in \u001b[36mFigureCanvasBase.print_figure\u001b[39m\u001b[34m(self, filename, dpi, facecolor, edgecolor, orientation, format, bbox_inches, pad_inches, bbox_extra_artists, backend, **kwargs)\u001b[39m\n\u001b[32m 2154\u001b[39m \u001b[38;5;66;03m# we do this instead of `self.figure.draw_without_rendering`\u001b[39;00m\n\u001b[32m 2155\u001b[39m \u001b[38;5;66;03m# so that we can inject the orientation\u001b[39;00m\n\u001b[32m 2156\u001b[39m \u001b[38;5;28;01mwith\u001b[39;00m \u001b[38;5;28mgetattr\u001b[39m(renderer, \u001b[33m\"\u001b[39m\u001b[33m_draw_disabled\u001b[39m\u001b[33m\"\u001b[39m, nullcontext)():\n\u001b[32m-> \u001b[39m\u001b[32m2157\u001b[39m \u001b[30;43mself\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mfigure\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mdraw\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43mrenderer\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 2158\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m bbox_inches:\n\u001b[32m 2159\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m bbox_inches == \u001b[33m\"\u001b[39m\u001b[33mtight\u001b[39m\u001b[33m\"\u001b[39m:\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/artist.py:94\u001b[39m, in \u001b[36m_finalize_rasterization..draw_wrapper\u001b[39m\u001b[34m(artist, renderer, *args, **kwargs)\u001b[39m\n\u001b[32m 92\u001b[39m \u001b[38;5;129m@wraps\u001b[39m(draw)\n\u001b[32m 93\u001b[39m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34mdraw_wrapper\u001b[39m(artist, renderer, *args, **kwargs):\n\u001b[32m---> \u001b[39m\u001b[32m94\u001b[39m result = \u001b[30;43mdraw\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43martist\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mrenderer\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43m*\u001b[39;49m\u001b[30;43margs\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43m*\u001b[39;49m\u001b[30;43m*\u001b[39;49m\u001b[30;43mkwargs\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 95\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m renderer._rasterizing:\n\u001b[32m 96\u001b[39m renderer.stop_rasterizing()\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/artist.py:71\u001b[39m, in \u001b[36mallow_rasterization..draw_wrapper\u001b[39m\u001b[34m(artist, renderer)\u001b[39m\n\u001b[32m 68\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m artist.get_agg_filter() \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[32m 69\u001b[39m renderer.start_filter()\n\u001b[32m---> \u001b[39m\u001b[32m71\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[30;43mdraw\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43martist\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mrenderer\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 72\u001b[39m \u001b[38;5;28;01mfinally\u001b[39;00m:\n\u001b[32m 73\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m artist.get_agg_filter() \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/figure.py:3264\u001b[39m, in \u001b[36mFigure.draw\u001b[39m\u001b[34m(self, renderer)\u001b[39m\n\u001b[32m 3261\u001b[39m \u001b[38;5;66;03m# ValueError can occur when resizing a window.\u001b[39;00m\n\u001b[32m 3263\u001b[39m \u001b[38;5;28mself\u001b[39m.patch.draw(renderer)\n\u001b[32m-> \u001b[39m\u001b[32m3264\u001b[39m \u001b[30;43mmimage\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43m_draw_list_compositing_images\u001b[39;49m\u001b[30;43m(\u001b[39;49m\n\u001b[32m 3265\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43mrenderer\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mself\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43martists\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mself\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43msuppressComposite\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 3267\u001b[39m renderer.close_group(\u001b[33m'\u001b[39m\u001b[33mfigure\u001b[39m\u001b[33m'\u001b[39m)\n\u001b[32m 3268\u001b[39m \u001b[38;5;28;01mfinally\u001b[39;00m:\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/image.py:134\u001b[39m, in \u001b[36m_draw_list_compositing_images\u001b[39m\u001b[34m(renderer, parent, artists, suppress_composite)\u001b[39m\n\u001b[32m 132\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m not_composite \u001b[38;5;129;01mor\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m has_images:\n\u001b[32m 133\u001b[39m \u001b[38;5;28;01mfor\u001b[39;00m a \u001b[38;5;129;01min\u001b[39;00m artists:\n\u001b[32m--> \u001b[39m\u001b[32m134\u001b[39m \u001b[30;43ma\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mdraw\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43mrenderer\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 135\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[32m 136\u001b[39m \u001b[38;5;66;03m# Composite any adjacent images together\u001b[39;00m\n\u001b[32m 137\u001b[39m image_group = []\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/artist.py:71\u001b[39m, in \u001b[36mallow_rasterization..draw_wrapper\u001b[39m\u001b[34m(artist, renderer)\u001b[39m\n\u001b[32m 68\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m artist.get_agg_filter() \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[32m 69\u001b[39m renderer.start_filter()\n\u001b[32m---> \u001b[39m\u001b[32m71\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[30;43mdraw\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43martist\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mrenderer\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 72\u001b[39m \u001b[38;5;28;01mfinally\u001b[39;00m:\n\u001b[32m 73\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m artist.get_agg_filter() \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/gwpy/plot/axes.py:201\u001b[39m, in \u001b[36mAxes.draw\u001b[39m\u001b[34m(self, renderer)\u001b[39m\n\u001b[32m 198\u001b[39m ax.set_label_text(\u001b[33mf\u001b[39m\u001b[33m\"\u001b[39m\u001b[33mTime [\u001b[39m\u001b[38;5;132;01m{\u001b[39;00munit\u001b[38;5;132;01m}\u001b[39;00m\u001b[33m] from \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mutc\u001b[38;5;132;01m}\u001b[39;00m\u001b[33m UTC (\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mepoch\u001b[38;5;132;01m!r}\u001b[39;00m\u001b[33m)\u001b[39m\u001b[33m\"\u001b[39m)\n\u001b[32m 200\u001b[39m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[32m--> \u001b[39m\u001b[32m201\u001b[39m \u001b[30;43msuper\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43m)\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mdraw\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43mrenderer\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 202\u001b[39m \u001b[38;5;28;01mfinally\u001b[39;00m:\n\u001b[32m 203\u001b[39m \u001b[38;5;28;01mfor\u001b[39;00m ax \u001b[38;5;129;01min\u001b[39;00m labels: \u001b[38;5;66;03m# reset labels\u001b[39;00m\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/artist.py:71\u001b[39m, in \u001b[36mallow_rasterization..draw_wrapper\u001b[39m\u001b[34m(artist, renderer)\u001b[39m\n\u001b[32m 68\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m artist.get_agg_filter() \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[32m 69\u001b[39m renderer.start_filter()\n\u001b[32m---> \u001b[39m\u001b[32m71\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[30;43mdraw\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43martist\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mrenderer\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 72\u001b[39m \u001b[38;5;28;01mfinally\u001b[39;00m:\n\u001b[32m 73\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m artist.get_agg_filter() \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/axes/_base.py:3190\u001b[39m, in \u001b[36m_AxesBase.draw\u001b[39m\u001b[34m(self, renderer)\u001b[39m\n\u001b[32m 3187\u001b[39m \u001b[38;5;28;01mfor\u001b[39;00m spine \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m.spines.values():\n\u001b[32m 3188\u001b[39m artists.remove(spine)\n\u001b[32m-> \u001b[39m\u001b[32m3190\u001b[39m \u001b[30;43mself\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43m_update_title_position\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43mrenderer\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 3192\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28mself\u001b[39m.axison:\n\u001b[32m 3193\u001b[39m \u001b[38;5;28;01mfor\u001b[39;00m _axis \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m._axis_map.values():\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/axes/_base.py:3144\u001b[39m, in \u001b[36m_AxesBase._update_title_position\u001b[39m\u001b[34m(self, renderer)\u001b[39m\n\u001b[32m 3142\u001b[39m _log.debug(\u001b[33m'\u001b[39m\u001b[33mtop of Axes not in the figure, so title not moved\u001b[39m\u001b[33m'\u001b[39m)\n\u001b[32m 3143\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m\n\u001b[32m-> \u001b[39m\u001b[32m3144\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[30;43mtitle\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mget_window_extent\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43mrenderer\u001b[39;49m\u001b[30;43m)\u001b[39;49m.ymin < top:\n\u001b[32m 3145\u001b[39m _, y = \u001b[38;5;28mself\u001b[39m.transAxes.inverted().transform((\u001b[32m0\u001b[39m, top))\n\u001b[32m 3146\u001b[39m title.set_position((x, y))\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/text.py:969\u001b[39m, in \u001b[36mText.get_window_extent\u001b[39m\u001b[34m(self, renderer, dpi)\u001b[39m\n\u001b[32m 964\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mRuntimeError\u001b[39;00m(\n\u001b[32m 965\u001b[39m \u001b[33m\"\u001b[39m\u001b[33mCannot get window extent of text w/o renderer. You likely \u001b[39m\u001b[33m\"\u001b[39m\n\u001b[32m 966\u001b[39m \u001b[33m\"\u001b[39m\u001b[33mwant to call \u001b[39m\u001b[33m'\u001b[39m\u001b[33mfigure.draw_without_rendering()\u001b[39m\u001b[33m'\u001b[39m\u001b[33m first.\u001b[39m\u001b[33m\"\u001b[39m)\n\u001b[32m 968\u001b[39m \u001b[38;5;28;01mwith\u001b[39;00m cbook._setattr_cm(fig, dpi=dpi):\n\u001b[32m--> \u001b[39m\u001b[32m969\u001b[39m bbox, info, descent = \u001b[30;43mself\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43m_get_layout\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43mself\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43m_renderer\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 970\u001b[39m x, y = \u001b[38;5;28mself\u001b[39m.get_unitless_position()\n\u001b[32m 971\u001b[39m x, y = \u001b[38;5;28mself\u001b[39m.get_transform().transform((x, y))\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/text.py:373\u001b[39m, in \u001b[36mText._get_layout\u001b[39m\u001b[34m(self, renderer)\u001b[39m\n\u001b[32m 370\u001b[39m ys = []\n\u001b[32m 372\u001b[39m \u001b[38;5;66;03m# Full vertical extent of font, including ascenders and descenders:\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m373\u001b[39m _, lp_h, lp_d = \u001b[30;43m_get_text_metrics_with_cache\u001b[39;49m\u001b[30;43m(\u001b[39;49m\n\u001b[32m 374\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43mrenderer\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43m\"\u001b[39;49m\u001b[30;43mlp\u001b[39;49m\u001b[30;43m\"\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mself\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43m_fontproperties\u001b[39;49m\u001b[30;43m,\u001b[39;49m\n\u001b[32m 375\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43mismath\u001b[39;49m\u001b[30;43m=\u001b[39;49m\u001b[30;43m\"\u001b[39;49m\u001b[30;43mTeX\u001b[39;49m\u001b[30;43m\"\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43;01mif\u001b[39;49;00m\u001b[30;43m \u001b[39;49m\u001b[30;43mself\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mget_usetex\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43m)\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43;01melse\u001b[39;49;00m\u001b[30;43m \u001b[39;49m\u001b[30;43;01mFalse\u001b[39;49;00m\u001b[30;43m,\u001b[39;49m\n\u001b[32m 376\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43mdpi\u001b[39;49m\u001b[30;43m=\u001b[39;49m\u001b[30;43mself\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mget_figure\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43mroot\u001b[39;49m\u001b[30;43m=\u001b[39;49m\u001b[30;43;01mTrue\u001b[39;49;00m\u001b[30;43m)\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mdpi\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 377\u001b[39m min_dy = (lp_h - lp_d) * \u001b[38;5;28mself\u001b[39m._linespacing\n\u001b[32m 379\u001b[39m \u001b[38;5;28;01mfor\u001b[39;00m i, line \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28menumerate\u001b[39m(lines):\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/text.py:69\u001b[39m, in \u001b[36m_get_text_metrics_with_cache\u001b[39m\u001b[34m(renderer, text, fontprop, ismath, dpi)\u001b[39m\n\u001b[32m 66\u001b[39m \u001b[38;5;250m\u001b[39m\u001b[33;03m\"\"\"Call ``renderer.get_text_width_height_descent``, caching the results.\"\"\"\u001b[39;00m\n\u001b[32m 67\u001b[39m \u001b[38;5;66;03m# Cached based on a copy of fontprop so that later in-place mutations of\u001b[39;00m\n\u001b[32m 68\u001b[39m \u001b[38;5;66;03m# the passed-in argument do not mess up the cache.\u001b[39;00m\n\u001b[32m---> \u001b[39m\u001b[32m69\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[30;43m_get_text_metrics_with_cache_impl\u001b[39;49m\u001b[30;43m(\u001b[39;49m\n\u001b[32m 70\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43mweakref\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mref\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43mrenderer\u001b[39;49m\u001b[30;43m)\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mtext\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mfontprop\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mcopy\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43m)\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mismath\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mdpi\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/text.py:77\u001b[39m, in \u001b[36m_get_text_metrics_with_cache_impl\u001b[39m\u001b[34m(renderer_ref, text, fontprop, ismath, dpi)\u001b[39m\n\u001b[32m 73\u001b[39m \u001b[38;5;129m@functools\u001b[39m.lru_cache(\u001b[32m4096\u001b[39m)\n\u001b[32m 74\u001b[39m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34m_get_text_metrics_with_cache_impl\u001b[39m(\n\u001b[32m 75\u001b[39m renderer_ref, text, fontprop, ismath, dpi):\n\u001b[32m 76\u001b[39m \u001b[38;5;66;03m# dpi is unused, but participates in cache invalidation (via the renderer).\u001b[39;00m\n\u001b[32m---> \u001b[39m\u001b[32m77\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[30;43mrenderer_ref\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43m)\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mget_text_width_height_descent\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43mtext\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mfontprop\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mismath\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/backends/backend_agg.py:211\u001b[39m, in \u001b[36mRendererAgg.get_text_width_height_descent\u001b[39m\u001b[34m(self, s, prop, ismath)\u001b[39m\n\u001b[32m 209\u001b[39m _api.check_in_list([\u001b[33m\"\u001b[39m\u001b[33mTeX\u001b[39m\u001b[33m\"\u001b[39m, \u001b[38;5;28;01mTrue\u001b[39;00m, \u001b[38;5;28;01mFalse\u001b[39;00m], ismath=ismath)\n\u001b[32m 210\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m ismath == \u001b[33m\"\u001b[39m\u001b[33mTeX\u001b[39m\u001b[33m\"\u001b[39m:\n\u001b[32m--> \u001b[39m\u001b[32m211\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[30;43msuper\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43m)\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mget_text_width_height_descent\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43ms\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mprop\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mismath\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 213\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m ismath:\n\u001b[32m 214\u001b[39m ox, oy, width, height, descent, font_image = \\\n\u001b[32m 215\u001b[39m \u001b[38;5;28mself\u001b[39m.mathtext_parser.parse(s, \u001b[38;5;28mself\u001b[39m.dpi, prop)\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/backend_bases.py:566\u001b[39m, in \u001b[36mRendererBase.get_text_width_height_descent\u001b[39m\u001b[34m(self, s, prop, ismath)\u001b[39m\n\u001b[32m 562\u001b[39m fontsize = prop.get_size_in_points()\n\u001b[32m 564\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m ismath == \u001b[33m'\u001b[39m\u001b[33mTeX\u001b[39m\u001b[33m'\u001b[39m:\n\u001b[32m 565\u001b[39m \u001b[38;5;66;03m# todo: handle properties\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m566\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[30;43mself\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mget_texmanager\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43m)\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mget_text_width_height_descent\u001b[39;49m\u001b[30;43m(\u001b[39;49m\n\u001b[32m 567\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43ms\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mfontsize\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mrenderer\u001b[39;49m\u001b[30;43m=\u001b[39;49m\u001b[30;43mself\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 569\u001b[39m dpi = \u001b[38;5;28mself\u001b[39m.points_to_pixels(\u001b[32m72\u001b[39m)\n\u001b[32m 570\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m ismath:\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/texmanager.py:364\u001b[39m, in \u001b[36mTexManager.get_text_width_height_descent\u001b[39m\u001b[34m(cls, tex, fontsize, renderer)\u001b[39m\n\u001b[32m 362\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m tex.strip() == \u001b[33m'\u001b[39m\u001b[33m'\u001b[39m:\n\u001b[32m 363\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[32m0\u001b[39m, \u001b[32m0\u001b[39m, \u001b[32m0\u001b[39m\n\u001b[32m--> \u001b[39m\u001b[32m364\u001b[39m dvifile = \u001b[30;43mcls\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mmake_dvi\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43mtex\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mfontsize\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 365\u001b[39m dpi_fraction = renderer.points_to_pixels(\u001b[32m1.\u001b[39m) \u001b[38;5;28;01mif\u001b[39;00m renderer \u001b[38;5;28;01melse\u001b[39;00m \u001b[32m1\u001b[39m\n\u001b[32m 366\u001b[39m \u001b[38;5;28;01mwith\u001b[39;00m dviread.Dvi(dvifile, \u001b[32m72\u001b[39m * dpi_fraction) \u001b[38;5;28;01mas\u001b[39;00m dvi:\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/texmanager.py:293\u001b[39m, in \u001b[36mTexManager.make_dvi\u001b[39m\u001b[34m(cls, tex, fontsize)\u001b[39m\n\u001b[32m 290\u001b[39m \u001b[38;5;28;01mwith\u001b[39;00m TemporaryDirectory(\u001b[38;5;28mdir\u001b[39m=dvifile.parent) \u001b[38;5;28;01mas\u001b[39;00m tmpdir:\n\u001b[32m 291\u001b[39m Path(tmpdir, \u001b[33m\"\u001b[39m\u001b[33mfile.tex\u001b[39m\u001b[33m\"\u001b[39m).write_text(\n\u001b[32m 292\u001b[39m \u001b[38;5;28mcls\u001b[39m._get_tex_source(tex, fontsize), encoding=\u001b[33m'\u001b[39m\u001b[33mutf-8\u001b[39m\u001b[33m'\u001b[39m)\n\u001b[32m--> \u001b[39m\u001b[32m293\u001b[39m \u001b[30;43mcls\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43m_run_checked_subprocess\u001b[39;49m\u001b[30;43m(\u001b[39;49m\n\u001b[32m 294\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43m[\u001b[39;49m\u001b[30;43m\"\u001b[39;49m\u001b[30;43mlatex\u001b[39;49m\u001b[30;43m\"\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43m\"\u001b[39;49m\u001b[30;43m-interaction=nonstopmode\u001b[39;49m\u001b[30;43m\"\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43m\"\u001b[39;49m\u001b[30;43m-halt-on-error\u001b[39;49m\u001b[30;43m\"\u001b[39;49m\u001b[30;43m,\u001b[39;49m\n\u001b[32m 295\u001b[39m \u001b[30;43m \u001b[39;49m\u001b[30;43m\"\u001b[39;49m\u001b[30;43m-no-shell-escape\u001b[39;49m\u001b[30;43m\"\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43m\"\u001b[39;49m\u001b[30;43mfile.tex\u001b[39;49m\u001b[30;43m\"\u001b[39;49m\u001b[30;43m]\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mtex\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mcwd\u001b[39;49m\u001b[30;43m=\u001b[39;49m\u001b[30;43mtmpdir\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 296\u001b[39m Path(tmpdir, \u001b[33m\"\u001b[39m\u001b[33mfile.dvi\u001b[39m\u001b[33m\"\u001b[39m).replace(dvifile)\n\u001b[32m 297\u001b[39m \u001b[38;5;66;03m# Also move the tex source to the main cache directory, but\u001b[39;00m\n\u001b[32m 298\u001b[39m \u001b[38;5;66;03m# only for backcompat.\u001b[39;00m\n", "\u001b[36mFile \u001b[39m\u001b[32m/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/matplotlib/texmanager.py:254\u001b[39m, in \u001b[36mTexManager._run_checked_subprocess\u001b[39m\u001b[34m(cls, command, tex, cwd)\u001b[39m\n\u001b[32m 250\u001b[39m report = subprocess.check_output(\n\u001b[32m 251\u001b[39m command, cwd=cwd \u001b[38;5;28;01mif\u001b[39;00m cwd \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;28;01melse\u001b[39;00m \u001b[38;5;28mcls\u001b[39m._texcache,\n\u001b[32m 252\u001b[39m stderr=subprocess.STDOUT)\n\u001b[32m 253\u001b[39m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mFileNotFoundError\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m exc:\n\u001b[32m--> \u001b[39m\u001b[32m254\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mRuntimeError\u001b[39;00m(\n\u001b[32m 255\u001b[39m \u001b[33mf\u001b[39m\u001b[33m'\u001b[39m\u001b[33mFailed to process string with tex because \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mcommand[\u001b[32m0\u001b[39m]\u001b[38;5;132;01m}\u001b[39;00m\u001b[33m \u001b[39m\u001b[33m'\u001b[39m\n\u001b[32m 256\u001b[39m \u001b[33m'\u001b[39m\u001b[33mcould not be found\u001b[39m\u001b[33m'\u001b[39m) \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34;01mexc\u001b[39;00m\n\u001b[32m 257\u001b[39m \u001b[38;5;28;01mexcept\u001b[39;00m subprocess.CalledProcessError \u001b[38;5;28;01mas\u001b[39;00m exc:\n\u001b[32m 258\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mRuntimeError\u001b[39;00m(\n\u001b[32m 259\u001b[39m \u001b[33m'\u001b[39m\u001b[38;5;132;01m{prog}\u001b[39;00m\u001b[33m was not able to process the following string:\u001b[39m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[33m'\u001b[39m\n\u001b[32m 260\u001b[39m \u001b[33m'\u001b[39m\u001b[38;5;132;01m{tex!r}\u001b[39;00m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[33m'\u001b[39m\n\u001b[32m (...)\u001b[39m\u001b[32m 267\u001b[39m exc=exc.output.decode(\u001b[33m'\u001b[39m\u001b[33mutf-8\u001b[39m\u001b[33m'\u001b[39m, \u001b[33m'\u001b[39m\u001b[33mbackslashreplace\u001b[39m\u001b[33m'\u001b[39m))\n\u001b[32m 268\u001b[39m ) \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m\n", "\u001b[31mRuntimeError\u001b[39m: Failed to process string with tex because latex could not be found" ] }, { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": "from matplotlib.lines import Line2D\nfrom glitchgan.utils import plot_q_transform, whitened_snr_scaling\n\ntry:\n plt.style.use([\"science\", \"no-latex\"]) # remove \"no-latex\" if latex is on PATH\nexcept Exception:\n pass\n\ndef _inject(glitch, white_noise):\n len_g = len(glitch)\n id_start = len(white_noise) // 2 - len_g // 2\n injected = white_noise.copy()\n injected[id_start : id_start + len_g] += glitch\n return injected\n\n\ndef plot_comparison_grid(sources, label_order, n_examples=1, save_name=None,\n white_noise=None, snr_default=50, snr_overrides=None):\n # Local RNG so sample selection is reproducible regardless of upstream state\n rng = np.random.default_rng(SEED)\n\n show_qscans = white_noise is not None\n n_sources = len(sources)\n n_classes = len(label_order)\n rows_per_src = 2 if show_qscans else 1\n n_rows = n_sources * rows_per_src\n ts_height = 1.4\n qs_height = 1.8\n row_heights = [ts_height, qs_height] * n_sources if show_qscans else [ts_height] * n_sources\n\n fig, axes = plt.subplots(\n n_rows, n_classes * n_examples,\n figsize=(2.4 * n_classes * n_examples, sum(row_heights)),\n gridspec_kw={\"hspace\": 0.08, \"wspace\": 0.08,\n \"height_ratios\": row_heights},\n )\n if n_rows == 1:\n axes = axes[np.newaxis, :]\n\n legend_handles = []\n for src_idx, (X, y, src_label, color) in enumerate(sources):\n legend_handles.append(Line2D([0], [0], color=color, lw=1.5, label=src_label))\n ts_row = src_idx * rows_per_src\n qs_row = ts_row + 1 if show_qscans else None\n\n for ci, lbl in enumerate(label_order):\n idx = np.where(y == lbl)[0]\n chosen = rng.choice(idx, min(n_examples, len(idx)), replace=False)\n snr = (snr_overrides or {}).get(lbl, snr_default)\n\n for j, sample_idx in enumerate(chosen):\n col = ci * n_examples + j\n ax_ts = axes[ts_row, col]\n\n ax_ts.plot(X[sample_idx], lw=0.6, color=color)\n ax_ts.set_xticks([]); ax_ts.set_yticks([])\n for spine in ax_ts.spines.values():\n spine.set_linewidth(0.4)\n if src_idx == 0 and j == 0:\n ax_ts.set_title(lbl.replace(\"_\", \" \"), fontsize=15, pad=3)\n\n if show_qscans:\n ax_qs = axes[qs_row, col]\n glitch = whitened_snr_scaling(X[sample_idx], snr, srate=SRATE)\n injected = _inject(glitch, white_noise)\n plot_q_transform(injected, srate=SRATE, crop=(20, 2),\n whiten=False, ax=ax_qs, colourbar=False)\n ax_qs.set_xlabel(\"\"); ax_qs.set_ylabel(\"\")\n ax_qs.set_xticks([]); ax_qs.set_yticks([])\n for spine in ax_qs.spines.values():\n spine.set_linewidth(0.4)\n\n plt.tight_layout(rect=[0, 0, 1, 0.99])\n\n # Extra gap between source pairs (does not affect within-pair spacing)\n if show_qscans and n_sources > 1:\n for src_idx in range(1, n_sources):\n for row_offset in range(rows_per_src):\n row = src_idx * rows_per_src + row_offset\n for col in range(n_classes * n_examples):\n pos = axes[row, col].get_position()\n axes[row, col].set_position(\n [pos.x0, pos.y0 - 0.08, pos.width, pos.height])\n\n fig.legend(handles=legend_handles, loc=\"upper center\", ncol=n_sources,\n fontsize=15, frameon=False, bbox_to_anchor=(0.5, 0.99))\n if save_name:\n plt.savefig(PLOTS_DIR / f\"{save_name}.pdf\", bbox_inches=\"tight\")\n plt.show()\n\n\nplot_comparison_grid(\n sources=[\n (X_real, y_real, \"Real\", \"C0\"),\n (X_fake, y_fake, \"GlitchGAN\", \"C1\"),\n ],\n label_order=LABEL_ORDER,\n n_examples=1,\n white_noise=white_noise,\n snr_default=50,\n snr_overrides={\"Koi_Fish\": 150, \"Whistle\": 150},\n save_name=f\"waveform_comparison_ep{GENERATOR_EPOCH}\",\n)\n" }, { "cell_type": "markdown", "id": "38cbc2b4", "metadata": {}, "source": [ "## UMAP Embedding\n", "\n", "3D UMAP embedding (correlation metric) of 2 000 real + 2 000 fake samples per class.\n", "Reproduces Figures 5 & 6 from the paper.\n" ] }, { "cell_type": "code", "execution_count": null, "id": "0ad1f915", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Real subsampled : (14000, 8192)\n", "Fake generated : (14000, 8192)\n", "UMAP input : (28000, 8192) (1.84 GB)\n" ] } ], "source": [ "import tensorflow as tf\n", "\n", "N_FULL = 2000\n", "\n", "# Subsample real data\n", "rng_full = np.random.default_rng(42)\n", "real_idx = []\n", "for lbl in LABEL_ORDER:\n", " cls_idx = np.where(y_real == lbl)[0]\n", " real_idx.extend(rng_full.choice(cls_idx, size=min(N_FULL, len(cls_idx)), replace=False))\n", "X_real_full = X_real[real_idx]\n", "y_real_full = y_real[real_idx]\n", "print(f\"Real subsampled : {X_real_full.shape}\")\n", "\n", "# Generate fake data in chunks (avoids OOM on large batch)\n", "n_fake_full = NUM_CLASSES * N_FULL\n", "noise_full = np.random.randn(n_fake_full, NOISE_DIM).astype(\"float32\")\n", "class_full = np.repeat(np.eye(NUM_CLASSES, dtype=\"float32\"), N_FULL, axis=0)\n", "\n", "CHUNK = 2048\n", "chunks_fake = []\n", "for i in range(0, n_fake_full, CHUNK):\n", " out = gan.generator([noise_full[i:i+CHUNK], class_full[i:i+CHUNK]], training=False)\n", " chunks_fake.append(out.numpy())\n", "X_fake_full = np.concatenate(chunks_fake, axis=0)\n", "y_fake_full = np.repeat(LABEL_ORDER, N_FULL)\n", "print(f\"Fake generated : {X_fake_full.shape}\")\n", "\n", "X_all_full = np.concatenate([X_real_full, X_fake_full], axis=0)\n", "y_all_full = np.concatenate([y_real_full, y_fake_full], axis=0)\n", "domain_labels_full = np.array([\"Real\"] * len(X_real_full) + [\"Fake\"] * len(X_fake_full))\n", "print(f\"UMAP input : {X_all_full.shape} ({X_all_full.nbytes / 1e9:.2f} GB)\")\n" ] }, { "cell_type": "code", "execution_count": null, "id": "f5dea701", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/umap/umap_.py:1952: UserWarning: n_jobs value 1 overridden to 1 by setting random_state. Use no seed for parallelism.\n", " warn(\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Embedding shape : (28000, 3)\n" ] } ], "source": [ "reducer_full = umap.UMAP(\n", " n_components=3,\n", " n_neighbors=15,\n", " min_dist=0.6,\n", " metric=\"correlation\",\n", " random_state=SEED,\n", " low_memory=True,\n", ")\n", "embedding_full_corr = reducer_full.fit_transform(X_all_full)\n", "print(f\"Embedding shape : {embedding_full_corr.shape}\")\n" ] }, { "cell_type": "code", "execution_count": null, "id": "241d1ace", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Removed 1680 outliers (6.00%)\n" ] } ], "source": [ "low, high = 1, 99\n", "x1, x2, x3 = embedding_full_corr[:, 0], embedding_full_corr[:, 1], embedding_full_corr[:, 2]\n", "mask_clean = (\n", " (x1 >= np.percentile(x1, low)) & (x1 <= np.percentile(x1, high)) &\n", " (x2 >= np.percentile(x2, low)) & (x2 <= np.percentile(x2, high)) &\n", " (x3 >= np.percentile(x3, low)) & (x3 <= np.percentile(x3, high))\n", ")\n", "print(f\"Removed {np.sum(~mask_clean)} outliers ({np.sum(~mask_clean)/len(mask_clean)*100:.2f}%)\")\n", "\n", "embedding_full_clean = embedding_full_corr[mask_clean]\n", "y_all_clean = y_all_full[mask_clean]\n", "domain_labels_clean = domain_labels_full[mask_clean]\n" ] }, { "cell_type": "code", "execution_count": null, "id": "f254b675", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Saved: /Users/tomdooney/Documents/Work/Projects/glitchgan/evaluation_plots/umap_two_views_corr_2k.pdf\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# \u2500\u2500 Figure 5: two-view 3D UMAP \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n", "from matplotlib.lines import Line2D\n", "\n", "n_per_class = 800\n", "plot_indices = []\n", "for lbl in LABEL_ORDER:\n", " idx_real = np.where((y_all_clean == lbl) & (domain_labels_clean == \"Real\"))[0]\n", " idx_fake = np.where((y_all_clean == lbl) & (domain_labels_clean == \"Fake\"))[0]\n", " plot_indices.extend(np.random.choice(idx_real, min(len(idx_real), n_per_class), replace=False))\n", " plot_indices.extend(np.random.choice(idx_fake, min(len(idx_fake), n_per_class), replace=False))\n", "plot_indices = np.array(plot_indices)\n", "embedding_plot = embedding_full_clean[plot_indices]\n", "y_plot = y_all_clean[plot_indices]\n", "domain_plot = domain_labels_clean[plot_indices]\n", "\n", "unique_classes = np.array(LABEL_ORDER)\n", "colors = plt.cm.tab10(np.linspace(0, 1, len(unique_classes)))\n", "\n", "fig = plt.figure(figsize=(14, 6))\n", "ax1 = fig.add_subplot(1, 2, 1, projection=\"3d\")\n", "ax2 = fig.add_subplot(1, 2, 2, projection=\"3d\")\n", "\n", "for lbl, color in zip(unique_classes, colors):\n", " mask_real = (y_plot == lbl) & (domain_plot == \"Real\")\n", " mask_fake = (y_plot == lbl) & (domain_plot == \"Fake\")\n", " ax1.scatter(embedding_plot[mask_real, 0], embedding_plot[mask_real, 1], embedding_plot[mask_real, 2],\n", " c=[color], s=1, alpha=0.4, label=lbl.replace(\"_\", \" \"))\n", " ax1.scatter(embedding_plot[mask_fake, 0], embedding_plot[mask_fake, 1], embedding_plot[mask_fake, 2],\n", " c=[color], s=1, alpha=0.4)\n", " ax2.scatter(embedding_plot[mask_real, 1], embedding_plot[mask_real, 0], embedding_plot[mask_real, 2],\n", " c=[color], s=1, alpha=0.4)\n", " ax2.scatter(embedding_plot[mask_fake, 1], embedding_plot[mask_fake, 0], embedding_plot[mask_fake, 2],\n", " c=[color], s=1, alpha=0.4)\n", "\n", "ax1.set_xlabel(\"UMAP-1\", fontsize=18); ax1.set_ylabel(\"UMAP-2\", fontsize=18); ax1.set_zlabel(\"UMAP-3\", fontsize=18)\n", "ax2.set_xlabel(\"UMAP-2\", fontsize=18); ax2.set_ylabel(\"UMAP-1\", fontsize=18); ax2.set_zlabel(\"UMAP-3\", fontsize=18)\n", "\n", "handles, labels_leg = ax1.get_legend_handles_labels()\n", "fig.legend(handles, labels_leg, loc=\"lower center\", ncol=len(unique_classes) // 2,\n", " fontsize=16, title=\"Glitch Classes\", title_fontsize=18,\n", " frameon=False, bbox_to_anchor=(0.45, 0.02), markerscale=10)\n", "\n", "plt.tight_layout(rect=[0, 0.12, 0.83, 1.3])\n", "plt.subplots_adjust(wspace=0.25)\n", "save_path = PLOTS_DIR / \"umap_two_views_corr_2k.pdf\"\n", "plt.savefig(save_path, bbox_inches=\"tight\")\n", "print(f\"Saved: {save_path}\")\n", "plt.show()\n", "plt.close()\n" ] }, { "cell_type": "code", "execution_count": null, "id": "a8914833", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Saved: /Users/tomdooney/Documents/Work/Projects/glitchgan/evaluation_plots/umap_per_class_corr_2k.pdf\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# \u2500\u2500 Figure 6: per-class 3D UMAP \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n", "fig = plt.figure(figsize=(4 * len(unique_classes), 5))\n", "\n", "for i, lbl in enumerate(unique_classes):\n", " ax = fig.add_subplot(1, len(unique_classes), i + 1, projection=\"3d\")\n", " mask_real = (y_plot == lbl) & (domain_plot == \"Real\")\n", " mask_fake = (y_plot == lbl) & (domain_plot == \"Fake\")\n", " ax.scatter(embedding_plot[mask_real, 0], embedding_plot[mask_real, 1], embedding_plot[mask_real, 2],\n", " c=\"C0\", label=\"Real\", s=3, alpha=0.6)\n", " ax.scatter(embedding_plot[mask_fake, 0], embedding_plot[mask_fake, 1], embedding_plot[mask_fake, 2],\n", " c=\"C1\", label=\"Fake\", s=3, alpha=0.6)\n", " ax.view_init(elev=25, azim=45)\n", " ax.set_xlabel(\"UMAP-1\", fontsize=17, labelpad=2)\n", " ax.set_ylabel(\"UMAP-2\", fontsize=17, labelpad=2)\n", " ax.set_zlabel(\"UMAP-3\", fontsize=17, labelpad=2)\n", " ax.set_title(lbl.replace(\"_\", \" \"), fontsize=30, pad=10)\n", " ax.set_xticks([]); ax.set_yticks([]); ax.set_zticks([])\n", " # if i == len(unique_classes) - 1:\n", " # ax.legend(fontsize=25, loc=\"upper right\", markerscale=1.5, frameon=False)\n", " if i == 0: \n", " ax.legend(fontsize=25, loc=\"lower left\", markerscale=5, frameon=False)\n", "\n", "plt.tight_layout(rect=[0.01, 0.01, 0.99, 1.1])\n", "plt.subplots_adjust(wspace=0.25)\n", "save_path = PLOTS_DIR / \"umap_per_class_corr_2k.pdf\"\n", "plt.savefig(save_path, bbox_inches=\"tight\")\n", "print(f\"Saved: {save_path}\")\n", "plt.show()\n", "plt.close()\n" ] }, { "cell_type": "code", "execution_count": null, "id": "3f90b777", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# --- 5a. Grid visualisation \u2014 9 examples of each sampling mode ---------------\n", "SAMPLES_GRID = 9\n", "\n", "sigs_sp, cvecs_sp = generate_examples(\n", " gan, noise_dim=NOISE_DIM, num_classes=NUM_CLASSES,\n", " num_signals=SAMPLES_GRID, sampling=\"simplex\")\n", "sigs_un, cvecs_un = generate_examples(\n", " gan, noise_dim=NOISE_DIM, num_classes=NUM_CLASSES,\n", " num_signals=SAMPLES_GRID, sampling=\"uniform\")\n", "\n", "\n", "def _mixed_grid(signals, class_vecs, title):\n", " fig, axes = plt.subplots(3, 3, figsize=(9, 6), sharex=True)\n", " for ax, sig, cvec in zip(axes.flatten(), signals, class_vecs):\n", " ax.plot(sig, lw=0.8, color=\"C0\")\n", " ax.set_xticks([])\n", " ax.set_yticks([])\n", " dominant = LABEL_ORDER[np.argmax(cvec)]\n", " vec_str = \", \".join(f\"{v:.2f}\" for v in cvec)\n", " ax.text(0.5, 1.04, f\"{dominant}\\n[{vec_str}]\",\n", " transform=ax.transAxes, fontsize=6.5, ha=\"center\", va=\"bottom\")\n", " fig.suptitle(title, fontsize=12)\n", " plt.tight_layout(pad=1.0, h_pad=2.2)\n", " safe = title.lower().replace(\" \", \"_\").replace(\"\u2014\", \"\").replace(\"(\", \"\").replace(\")\", \"\").replace(\"=\", \"eq\").strip(\"_\")\n", " plt.savefig(PLOTS_DIR / f\"{safe}.pdf\", bbox_inches=\"tight\")\n", " plt.show()\n", "\n", "\n", "_mixed_grid(sigs_sp, cvecs_sp, \"Generated Glitches \u2014 Simplex Mixing (sum=1)\")\n", "_mixed_grid(sigs_un, cvecs_un, \"Generated Glitches \u2014 Uniform Mixing ([0,1])\")" ] }, { "cell_type": "code", "execution_count": null, "id": "fd272a06", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Total: 4498 (1498 vertex, 1500 simplex, 1500 uniform)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/opt/homebrew/Caskroom/miniforge/base/envs/glitchgan_test/lib/python3.11/site-packages/umap/umap_.py:1952: UserWarning: n_jobs value 1 overridden to 1 by setting random_state. Use no seed for parallelism.\n", " warn(\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "UMAP done.\n" ] } ], "source": [ "# --- 5b. Generate vertex / simplex / uniform for UMAP embedding --------------\n", "SAMPLES_PER_TYPE = 1500\n", "SAMPLES_VERTEX_TOTAL = (SAMPLES_PER_TYPE // NUM_CLASSES) * NUM_CLASSES # divisible\n", "\n", "sigs_simplex, cvecs_simplex = generate_examples(\n", " gan, noise_dim=NOISE_DIM, num_classes=NUM_CLASSES,\n", " num_signals=SAMPLES_PER_TYPE, sampling=\"simplex\")\n", "sigs_uniform, cvecs_uniform = generate_examples(\n", " gan, noise_dim=NOISE_DIM, num_classes=NUM_CLASSES,\n", " num_signals=SAMPLES_PER_TYPE, sampling=\"uniform\")\n", "sigs_vertex, cvecs_vertex = generate_examples(\n", " gan, noise_dim=NOISE_DIM, num_classes=NUM_CLASSES,\n", " num_signals=SAMPLES_VERTEX_TOTAL, sampling=\"vertex\")\n", "\n", "y_vertex = np.array(LABEL_ORDER)[np.argmax(cvecs_vertex, axis=1)]\n", "\n", "X_mix = np.concatenate([sigs_vertex, sigs_simplex, sigs_uniform], axis=0)\n", "domain_labels = np.concatenate([\n", " np.full(len(sigs_vertex), \"Vertex\"),\n", " np.full(SAMPLES_PER_TYPE, \"Simplex\"),\n", " np.full(SAMPLES_PER_TYPE, \"Uniform\"),\n", "])\n", "y_mix = np.concatenate([\n", " y_vertex,\n", " np.full(SAMPLES_PER_TYPE, \"Simplex\"),\n", " np.full(SAMPLES_PER_TYPE, \"Uniform\"),\n", "])\n", "\n", "print(f\"Total: {len(X_mix)} \"\n", " f\"({len(sigs_vertex)} vertex, {SAMPLES_PER_TYPE} simplex, {SAMPLES_PER_TYPE} uniform)\")\n", "\n", "reducer_mix = umap.UMAP(n_components=3, random_state=SEED,\n", " n_neighbors=30, min_dist=0.2, metric=\"euclidean\")\n", "embedding_mix = reducer_mix.fit_transform(X_mix)\n", "print(\"UMAP done.\")" ] }, { "cell_type": "code", "execution_count": null, "id": "2c90c30d", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# --- 5c. 3D UMAP: vertex colored by class, simplex/uniform in black ----------\n", "_class_colors_mix = dict(zip(LABEL_ORDER,\n", " plt.cm.tab10(np.linspace(0, 1, len(LABEL_ORDER)))))\n", "\n", "fig = plt.figure(figsize=(10, 7))\n", "ax = fig.add_subplot(111, projection=\"3d\")\n", "\n", "m_sp = domain_labels == \"Simplex\"\n", "ax.scatter(embedding_mix[m_sp, 0], embedding_mix[m_sp, 1], embedding_mix[m_sp, 2],\n", " c=\"k\", marker=\"^\", s=10, alpha=0.35, label=\"Simplex mix\")\n", "\n", "m_un = domain_labels == \"Uniform\"\n", "ax.scatter(embedding_mix[m_un, 0], embedding_mix[m_un, 1], embedding_mix[m_un, 2],\n", " c=\"k\", marker=\"x\", s=10, alpha=0.35, label=\"Uniform mix\")\n", "\n", "for lbl in LABEL_ORDER:\n", " m = (domain_labels == \"Vertex\") & (y_mix == lbl)\n", " ax.scatter(embedding_mix[m, 0], embedding_mix[m, 1], embedding_mix[m, 2],\n", " c=[_class_colors_mix[lbl]], s=15, alpha=0.7, label=lbl)\n", "\n", "ax.set_xlabel(\"UMAP-1\", fontsize=12)\n", "ax.set_ylabel(\"UMAP-2\", fontsize=12)\n", "ax.set_zlabel(\"UMAP-3\", fontsize=12)\n", "ax.legend(bbox_to_anchor=(1.05, 1), loc=\"upper left\", fontsize=9)\n", "plt.tight_layout()\n", "plt.savefig(PLOTS_DIR / \"simplex_uniform_umap.pdf\", bbox_inches=\"tight\")\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "id": "ef786ba4", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Saved \u2192 /Users/tomdooney/Documents/Work/Projects/glitchgan/evaluation_plots/simplex_uniform_umap_data.npz\n" ] } ], "source": [ "# --- 5d. Save UMAP embedding for later reuse ---------------------------------\n", "np.savez_compressed(\n", " PLOTS_DIR / \"simplex_uniform_umap_data.npz\",\n", " embedding=embedding_mix,\n", " y_all=y_mix,\n", " domain_labels=domain_labels,\n", " label_order=np.array(LABEL_ORDER),\n", ")\n", "print(f\"Saved \u2192 {PLOTS_DIR / 'simplex_uniform_umap_data.npz'}\")" ] } ], "metadata": { "kernelspec": { "display_name": "glitchgan_test", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.15" } }, "nbformat": 4, "nbformat_minor": 5 }