From 77269b1b6b293f8aee9fa7395938735cb6cb0a00 Mon Sep 17 00:00:00 2001 From: hcho38 <109307349+hcho38@users.noreply.github.com> Date: Tue, 3 Dec 2024 23:29:55 -0700 Subject: [PATCH 1/2] Add files via upload --- namd-demos/ion-flux/ion-flux.ipynb | 177 ++++++++++++----------------- 1 file changed, 70 insertions(+), 107 deletions(-) diff --git a/namd-demos/ion-flux/ion-flux.ipynb b/namd-demos/ion-flux/ion-flux.ipynb index 700dc1a..831d70d 100644 --- a/namd-demos/ion-flux/ion-flux.ipynb +++ b/namd-demos/ion-flux/ion-flux.ipynb @@ -7,104 +7,14 @@ "outputs": [], "source": [ "# Import required libraries\n", - "from imdclient.IMDREADER import IMDReader\n", + "from imdclient.IMD import IMDReader\n", "import MDAnalysis as mda\n", - "import logging\n", - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", - "import subprocess\n", - "import os\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "import threading\n", - "import time\n", - "from IPython.display import display\n", - "\n", - "NAMD_TOPOL = \"../exec-files/T3_MNN.psf\"\n", - "\n", - "# Set up logging\n", - "logger = logging.getLogger(\"imdclient.IMDClient\")\n", - "file_handler = logging.FileHandler(\"imdreader.log\")\n", - "formatter = logging.Formatter(\"%(asctime)s - %(name)s - %(levelname)s - %(message)s\")\n", - "file_handler.setFormatter(formatter)\n", - "logger.addHandler(file_handler)\n", - "logger.setLevel(logging.DEBUG)" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "# Function to update the plot dynamically\n", - "def update_plot(x_data, y_data):\n", - " \"\"\"\n", - " Update the plot with new data.\n", - "\n", - " Args:\n", - " x_data (list): Frame numbers.\n", - " y_data (list): Distances between Atom 1 and Atom 3.\n", - " \"\"\"\n", - " line.set_data(x_data, y_data) # Efficiently update the line with all data\n", - " # ax.set_xlim(0, max(200,max(x_data)+100)) # Adjust X-axis dynamically\n", - " fig.canvas.draw_idle() # Efficient redraw\n", - " # ax.draw_artist(line)\n", - " # fig.canvas.blit(ax.bbox)\n", - "\n", - "# Function to compute distances and update the plot\n", - "def read_and_plot(update_frequency=100):\n", - " x_data = np.zeros(144000) #np.array([]) # Use NumPy arrays\n", - " y_data = np.zeros(144000) #np.array([])\n", - "\n", - " i = 0\n", - "\n", - " timestep = 2.0 # timestep passed to NAMD in conf file\n", - " framediff = 1 # IMDfreq\n", - " skip = 1 # if any frames need to be skipped\n", "\n", - " chargeFactor = 1.6022e-19/1.0e-9/1.0e-9 #It's in nanoamps\n", - " dt = 1.0*timestep*framediff*skip/1.0e6\n", - " ionText = \"name POT CLA CAL SOD LIT CES IOD BRO H11 H21 H31 H41\"\n", - " ions = u.select_atoms(ionText)\n", - " charge = ions.charges\n", - " dims = ions.dimensions\n", - " zdist = dims[2]\n", - "\n", - " for t in u.trajectory:\n", - " newPos = ions.positions\n", - " if i == 0:\n", - " ionPos = newPos\n", - " else:\n", - " deltas = newPos[:,2]-ionPos[:,2]\n", - " deltas[deltas>zdist/2.] = deltas[deltas>zdist/2.] - zdist\n", - " deltas[deltas<-zdist/2.] = deltas[deltas<-zdist/2.] + zdist\n", - " cd = deltas*charge\n", - " tCur = np.sum(cd)/zdist/dt*chargeFactor\n", - " ionPos = newPos\n", - " time = round(dt * i - dt/2, 4)\n", - " x_data[i] = i + 1\n", - " y_data[i] = tCur\n", - " i = i + 1\n", - "\n", - " # Update the plot periodically\n", - " if i % update_frequency == 0:\n", - " logger.info(f\"Updating plot at frame {i}.\")\n", - " update_plot(x_data[:i], y_data[:i])\n", - "\n", - " logger.info(f\"Processed {i} frames.\")\n", + "import numpy as np\n", "\n", - "# Thread function to process trajectory data\n", - "def start_thread(update_frequency=100):\n", - " \"\"\"\n", - " Start a thread for reading trajectory and updating the plot.\n", + "import matplotlib.pyplot as plt\n", "\n", - " Args:\n", - " update_frequency (int): Number of frames to process before updating the plot.\n", - " \"\"\"\n", - " data_thread = threading.Thread(target=read_and_plot, args=(update_frequency,))\n", - " data_thread.daemon = True # Thread exits when main program ends\n", - " data_thread.start()" + "from IPython.display import display, clear_output" ] }, { @@ -112,26 +22,36 @@ "execution_count": null, "metadata": {}, "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "7e1e1bec0c604406b7e7a35229c03ad6", + "model_id": "ddf066c885654ab48b8c95d0ead5833c", "version_major": 2, "version_minor": 0 }, - "image/png": "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", + "image/png": "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", "text/html": [ "\n", "
\n", "
\n", " Figure\n", "
\n", - " \n", + " \n", "
\n", " " ], "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" + "Canvas(toolbar=None)" ] }, "metadata": {}, @@ -139,15 +59,17 @@ } ], "source": [ + "%matplotlib widget\n", + "NAMD_TOPOL = \"../exec-files/T3_MNN.psf\"\n", + "\n", "# Initialize MDAnalysis Universe\n", - "u = mda.Universe(NAMD_TOPOL, \"imd://localhost:9918\")\n", + "u = mda.Universe(NAMD_TOPOL, \"imd://localhost:1027\")\n", "\n", "# Enable interactive plotting\n", - "%matplotlib widget\n", "plt.ion()\n", "\n", "# Initialize the plot\n", - "fig, ax = plt.subplots()\n", + "fig, ax = plt.subplots(figsize=(10,6))\n", "line, = ax.plot([], [], lw=2) # Line for dynamic updates\n", "ax.set_xlim(0, 1000) # Adjust as necessary\n", "ax.set_ylim(-150, 150) # Adjust based on expected distance range\n", @@ -155,17 +77,58 @@ "ax.set_ylabel(\"Charge Flow (nA)\")\n", "ax.set_title(\"Ion Current vs. Time\")\n", "\n", - "# Display the plot\n", - "# display(fig)\n", - "\n", "# Start the processing thread\n", - "start_thread(update_frequency=1) # Update the plot every few frames" + "x_data = np.zeros(144000) \n", + "y_data = np.zeros(144000)\n", + "\n", + "i = 0\n", + "\n", + "timestep = 2.0 # timestep passed to NAMD in conf file\n", + "framediff = 1 # IMDfreq\n", + "skip = 1 # if any frames need to be skipped\n", + "\n", + "update_frequency=1\n", + "chargeFactor = 1.6022e-19/1.0e-9/1.0e-9 #It's in nanoamps\n", + "dt = 1.0*timestep*framediff*skip/1.0e6\n", + "#ionText = \"name POT CLA CAL SOD LIT CES IOD BRO H11 H21 H31 H41\"\n", + "ionText = \"name POT\"\n", + "ions = u.select_atoms(ionText)\n", + "charge = ions.charges\n", + "dims = ions.dimensions\n", + "zdist = dims[2]\n", + "\n", + "for t in u.trajectory:\n", + " newPos = ions.positions\n", + " idx = i % 1000\n", + "\n", + " if i == 0:\n", + " ionPos = newPos\n", + " else:\n", + " deltas = newPos[:,2]-ionPos[:,2]\n", + " deltas[deltas>zdist/2.] = deltas[deltas>zdist/2.] - zdist\n", + " deltas[deltas<-zdist/2.] = deltas[deltas<-zdist/2.] + zdist\n", + " cd = deltas*charge\n", + " tCur = np.sum(cd)/zdist/dt*chargeFactor\n", + " ionPos = newPos\n", + " time = round(dt * i - dt/2, 4)\n", + " x_data[i] = i + 1\n", + " y_data[i] = tCur\n", + " i = i + 1\n", + "\n", + " valid_indices = range(0, idx + 1)\n", + "\n", + " # Update the plot periodically\n", + " if i % update_frequency == 0:\n", + " line.set_data(x_data[valid_indices], y_data[valid_indices]) # Efficiently update the line with all data\n", + " # ax.set_xlim(0, max(200,max(x_data)+100)) # Adjust X-axis dynamically\n", + " clear_output(wait=True)\n", + " display(fig)" ] } ], "metadata": { "kernelspec": { - "display_name": "imdclient-test", + "display_name": "imdclient-new", "language": "python", "name": "python3" }, @@ -179,7 +142,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.0" + "version": "3.12.7" } }, "nbformat": 4, From d3dc9628ce911c7f54536e59d58d6f280af1d87d Mon Sep 17 00:00:00 2001 From: hcho38 <109307349+hcho38@users.noreply.github.com> Date: Tue, 3 Dec 2024 23:30:26 -0700 Subject: [PATCH 2/2] Add files via upload --- gromacs-demos/vdos/demo.ipynb | 42 ++++++++++++++++++----------------- 1 file changed, 22 insertions(+), 20 deletions(-) diff --git a/gromacs-demos/vdos/demo.ipynb b/gromacs-demos/vdos/demo.ipynb index fab6ace..44c9597 100644 --- a/gromacs-demos/vdos/demo.ipynb +++ b/gromacs-demos/vdos/demo.ipynb @@ -2,33 +2,42 @@ "cells": [ { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/hcho96/anaconda3/envs/mda/lib/python3.13/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n" + ] + } + ], "source": [ "from imdclient.IMD import IMDReader\n", "import MDAnalysis as mda\n", "\n", "import numpy as np\n", "\n", - "import matplotlib.pyplot as plt\n", - "from IPython.display import display, clear_output\n", + "import vdos as vd\n", "\n", - "import vdos as vd" + "import matplotlib.pyplot as plt\n", + "from IPython.display import display, clear_output" ] }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 28, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" }, @@ -59,12 +68,12 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": null, "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -75,10 +84,10 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 29, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } @@ -89,7 +98,7 @@ "sel = u.select_atoms(\"resname SOL\")\n", "vdos = vd.vdos(sel,200)\n", "\n", - "vd.vdosLib.omp_set_num_threads(8)\n", + "vd.vdosLib.omp_set_num_threads(4)\n", "\n", "tStep = 0\n", "\n", @@ -112,13 +121,6 @@ "# %%\n", "plt.ioff()" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": {