diff --git a/gromacs-demos/vdos/demo.ipynb b/gromacs-demos/vdos/demo.ipynb index c713837..fab6ace 100644 --- a/gromacs-demos/vdos/demo.ipynb +++ b/gromacs-demos/vdos/demo.ipynb @@ -6,109 +6,95 @@ "metadata": {}, "outputs": [], "source": [ - "import docker\n", - "docker_client = docker.from_env()\n", - "img = docker_client.images.pull(\n", - " \"ghcr.io/becksteinlab/streaming-md-docker:main-Common-CPU\"\n", - " )\n", + "from imdclient.IMD import IMDReader\n", + "import MDAnalysis as mda\n", + "\n", + "import numpy as np\n", "\n", - "container = docker_client.containers.run(\n", - " img,\n", - " f\"/bin/sh -c 'cd /tmp && ./run.sh'\",\n", - " detach=True,\n", - " volumes={\"/nfs/homes3/ljwoods2/workspace/imd-workshop-2024/gromacs-demos/distances\": {\"bind\": \"/tmp\", \"mode\": \"rw\"}},\n", - " ports={\"8888/tcp\": 8888},\n", - " name=\"sim\",\n", - " remove=True,\n", - " )" + "import matplotlib.pyplot as plt\n", + "from IPython.display import display, clear_output\n", + "\n", + "import vdos as vd" ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 28, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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" + "" ] }, + "execution_count": 28, "metadata": {}, - "output_type": "display_data" + "output_type": "execute_result" }, { "data": { + "image/png": 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", "text/plain": [ - "" + "
" ] }, - "execution_count": 2, "metadata": {}, - "output_type": "execute_result" - }, + "output_type": "display_data" + } + ], + "source": [ + "plt.ion() # Turn on interactive mode\n", + "fig, ax = plt.subplots(figsize=(10, 6))\n", + "p_total, = ax.plot([], [], label='Total VDOS')\n", + "p_single, = ax.plot([], [], label='Single VDOS')\n", + "ax.set_xlabel('Wavenumbers (cm$^{-1}$)', fontsize=24,color='black')\n", + "ax.set_ylabel('VDoS (arb. u.)', fontsize=24, color='black')\n", + "ax.set_xlim(0, 1000)\n", + "ax.set_ylim(0, 12000)\n", + "ax.tick_params(axis='both', which='major', labelsize=18)\n", + "ax.minorticks_on()\n", + "ax.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ { "data": { - "image/png": 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" } ], "source": [ - "from imdclient.IMDREADER import IMDReader\n", - "import numpy as np\n", - "import MDAnalysis as mda\n", - "import logging\n", - "import ctypes as ct\n", - "from scipy.fft import fft\n", - "import dynplot as dyn\n", - "import vdos as vd\n", - "import time as t\n", - "import matplotlib.pyplot as plt\n", - "from IPython.display import display, clear_output\n", - "\n", - "# %%\n", - "logger = logging.getLogger(\"imdclient.IMDClient\")\n", - "file_handler = logging.FileHandler(\"imdreader.log\")\n", - "formatter = logging.Formatter(\n", - " \"%(asctime)s - %(name)s - %(levelname)s - %(message)s\"\n", - ")\n", - "file_handler.setFormatter(formatter)\n", - "logger.addHandler(file_handler)\n", - "logger.setLevel(logging.INFO)\n", - "\n", "# %%\n", - "u = mda.Universe(\"mda.tpr\", \"imd://localhost:8888\",buffersize = 10*1024*1024)\n", + "u = mda.Universe(\"mda.tpr\", \"imd://10.206.72.141:8888\",buffersize = 10*1024*1024)\n", "sel = u.select_atoms(\"resname SOL\")\n", "vdos = vd.vdos(sel,200)\n", "\n", - "vd.vdosLib.omp_set_num_threads(2)\n", - "\n", - "plt.ion() # Turn on interactive mode\n", - "fig, ax = plt.subplots(figsize=(10, 6))\n", - "p_total, = ax.plot([], [], label='Total VDOS')\n", - "p_single, = ax.plot([], [], label='Single VDOS')\n", - "ax.set_xlabel('Wavenumber (cm^-1)')\n", - "ax.set_ylabel('VDOS')\n", - "ax.set_xlim(0, 1000)\n", - "ax.set_ylim(0, 12000)\n", - "#ax.set_title('VDOS')\n", - "ax.legend()\n", - "ax.grid(True)\n", - "plt.tight_layout()\n", - "display(fig)\n", + "vd.vdosLib.omp_set_num_threads(8)\n", "\n", "tStep = 0\n", "\n", "for ts in u.trajectory:\n", " vdos.single_frame(tStep,ts.time)\n", - " if tStep == 0:\n", - " pass\n", "\n", " if tStep % 200 == 0:\n", " vdos.copyResidueList()\n", @@ -124,14 +110,20 @@ " tStep += 1\n", " \n", "# %%\n", - "logger.info(f\"Parsed {tStep} frames\")\n", "plt.ioff()" ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { "kernelspec": { - "display_name": "workshop", + "display_name": "mda", "language": "python", "name": "python3" }, @@ -145,7 +137,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.0" + "version": "3.13.0" } }, "nbformat": 4,