{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Visualization Tools\n", "\n", "`molli` has great visualization tools that allow for rapid visualization and interaciton with both `Molecule` and `ConformeEnsemble` objects. This is available through Jupyter notebooks and requires `py3Dmol`. This can be installed via `pip install py3Dmol`. An example of how to use this funcitonality is given below\n", "\n", "## `Molecule` Visualization Example" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "application/3dmoljs_load.v0": "
\n

You appear to be running in JupyterLab (or JavaScript failed to load for some other reason). You need to install the 3dmol extension:
\n jupyter labextension install jupyterlab_3dmol

\n
\n", "text/html": [ "
\n", "

You appear to be running in JupyterLab (or JavaScript failed to load for some other reason). You need to install the 3dmol extension:
\n", " jupyter labextension install jupyterlab_3dmol

\n", "
\n", "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/3dmoljs_load.v0": "", "text/html": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "Molecule(name='dendrobine', formula='C16 H25 N1 O2')" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Imports molli\n", "import molli as ml\n", "\n", "#Configures visualization tools\n", "ml.visual.configure(bgcolor='white')\n", "\n", "#Loads example molecule\n", "dendrobine = ml.load(ml.files.dendrobine_mol2)\n", "dendrobine" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## `ConformerEnsemble` Visualization Example\n", "\n", "This defaults to show the first conformer as a ball and stick model, while the remaining conformers are rendered as wireframe" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "application/3dmoljs_load.v0": "
\n

You appear to be running in JupyterLab (or JavaScript failed to load for some other reason). You need to install the 3dmol extension:
\n jupyter labextension install jupyterlab_3dmol

\n
\n", "text/html": [ "
\n", "

You appear to be running in JupyterLab (or JavaScript failed to load for some other reason). You need to install the 3dmol extension:
\n", " jupyter labextension install jupyterlab_3dmol

\n", "
\n", "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/3dmoljs_load.v0": "", "text/html": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "ConformerEnsemble(name='10_4_c', formula='C31 H38 I1 N2 O2')" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "clib = ml.ConformerLibrary(ml.files.cinchonidine_rd_conf)\n", "with clib.reading():\n", " ens = clib['10_4_c']\n", "\n", "#Loads example ConformerEnsemble that contains 200 conformers\n", "ens" ] }, { "attachments": { "molli_ls.PNG": { "image/png": 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O4OCdrzhlsp22K2L71SGbyHblA+uLbHv/oqS+s4ggLbh1upe5K2QTSe35DTcFnEByPmrvkSDVyqJfNJ5WHZsI1jfiZsXlOOt7ltSS7rNPWX214NjNVLcCa/vw79lK8fPKoGTpxaDVRoI/7StOqmhlKhXFf/F4pXMzAfQwPkGyVRGda0FyZBLMwjj424tBT3Bf0Rm/K6QE9+AUCXClc5VqY3xfFZnAZVcUSzS2hzaR4PTxyaKqr6w2M5QFb01ihRWbvkozVUvAVz7hM05PpNa8tGKqr45JQNvuSlKC47CWcwLUy+oKo8D1ULDk36zYQqKrf9YPxlNfsOL2Etn7fafYsLSkH16PI/hmvITgfrm0sFSyZEb9gCUy6gej25KW4qgvZG8bz8Cp8M04gm/GEXwzjuBb8eHt/80v6AAfMokFAAAAAElFTkSuQmCC" } }, "cell_type": "markdown", "metadata": {}, "source": [ "## `MoleculeLibrary` and `ConformerLibrary` Visualization\n", "\n", "Given that Jupyter allows access to `molli` commands, this can be used to see the keys that exist in a library without ever loading it. Example code for this is as follows:\n", "\n", "`!molli ls cinchonidine.mlib`\n", "\n", "Giving the following result:\n", "\n", "![molli_ls.PNG](attachment:molli_ls.PNG)" ] }, { "attachments": { "mlib_view.PNG": { "image/png": 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" } }, "cell_type": "markdown", "metadata": {}, "source": [ "Jupyter also allows for special commands, so the command `%mlib_view` allows for direct visualization of molecules in a `MoleculeLibrary` without needing to run a full command to open it. The syntax is as follows:\n", "\n", "`%mlib_view `\n", "\n", "An example is as follows:\n", "\n", "`%mlib_view cinchonidine.mlib 3_13_c_cf0`\n", "\n", "Giving the following output in the jupyter notebook:\n", "\n", "![mlib_view.PNG](attachment:mlib_view.PNG)" ] }, { "attachments": { "clib_view.PNG": { "image/png": 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" } }, "cell_type": "markdown", "metadata": {}, "source": [ "This is the same with serialized `ConformerLibrary` objects using `%clib_view` and the same syntax:\n", "\n", "`%clib_view cinchonidine_confs.clib 3_13_c`\n", "\n", "Giving the following result in the notebook:\n", "\n", "![clib_view.PNG](attachment:clib_view.PNG)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Visualizaing Molecules with Pyvista\n", "\n", "Although the `ml.visual.configure()` by default operates with `py3Dmol`, `pyvista` is also an available backend. This notebook exists as an example of how to utilize pyvista effectively to visualize a Molecule.\n", "\n", "`molli 1.2` has not been updated to be compatible with `numpy 2.0` as of yet. As a result, the newest versions of Pyvista. To allow visualization with Pyvista, no version greater than `Pyvista v0.43.10` should be installed.\n", "\n", "Note: Pyvista is not natively installed within Molli, but this version can be added through conda using the line:\n", "`pip install pyvista==0.43.10` or `conda install pyvista=0.43.10`" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "#Imports all necessary dependencies\n", "import molli as ml\n", "import pyvista as pv\n", "from PIL import ImageColor\n", "from matplotlib.colors import ListedColormap\n", "import numpy as np\n", "\n", "#This is currently being run on a virtual server and needs a separate server for display via pyvista\n", "pv.start_xvfb()" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "#Loads Molecule\n", "_mol = ml.load(ml.files.dendrobine_mol2)\n", "\n", "#Isoaltes molecule to heavy atoms only\n", "heavy_mol = _mol.heavy\n", "\n", "#Centers molecule around the centroid\n", "heavy_mol.translate(-1 * heavy_mol.centroid())\n", "\n", "#Returns atom covalent radii for atoms in dendrobine\n", "a_sizes = [a.cov_radius_1 for a in heavy_mol.atoms]" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "#Sets plot theme\n", "pv.set_plot_theme(\"dark\") # \"document\" for light settings!\n", "\n", "#Creates plotter available for jupyter notebook\n", "plotter = pv.Plotter(notebook=True)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "#Defines Sphere\n", "sph = pv.Sphere(theta_resolution=32, phi_resolution=32)\n", "\n", "#Creates lines associated with bonds\n", "b_lines = []\n", "for b in heavy_mol.bonds:\n", " i1, i2 = map(heavy_mol.get_atom_index, (b.a1, b.a2))\n", " b_lines.append((2, i1, i2))\n", "\n", "#Creates points associated with coordinates\n", "points = pv.PolyData(heavy_mol.coords, lines=b_lines, n_lines=heavy_mol.n_bonds)\n", "points.point_data[\"element\"] = [a.Z for a in heavy_mol.atoms]\n", "points[\"radius\"] = a_sizes\n", "\n", "# Creates unique colors associated with elements\n", "val = np.linspace(-1, 118, 120)\n", "colors = np.zeros((120, 4))\n", "for i, elt in enumerate(ml.chem.Element):\n", " clr = elt.color_cpk or \"#000000\"\n", " r, g, b = ImageColor.getrgb(clr)\n", " colors[val > (elt.z - 0.5)] = [r / 255, g / 255, b / 255, 1]\n", "\n", "#Finds actually color mapping\n", "cmap_cpk = pv.LookupTable(\n", " ListedColormap(colors), n_values=120, scalar_range=(-1, 118)\n", ")\n", "\n", "#Creates spheres at coordinates associated with atoms\n", "spherez = points.glyph(\n", " geom=sph,\n", " orient=False,\n", " scale=\"radius\",\n", " factor=0.5,\n", " # progress_bar=True,\n", ")\n", "\n", "#Creates lines at coordinates associated with bonds\n", "tubez = points.tube(\n", " radius=0.05,\n", " # progress_bar=True,\n", " n_sides=24,\n", " capping=False,\n", ")\n", "\n", "# Adds atoms to the plotter with correct colors\n", "plotter.add_mesh(\n", " spherez,\n", " color=\"white\",\n", " smooth_shading=True,\n", " scalars=\"element\",\n", " show_scalar_bar=False,\n", " diffuse=0.7,\n", " ambient=0.1,\n", " specular=0.2,\n", " specular_power=5,\n", " cmap=cmap_cpk,\n", " culling=True,\n", ")\n", "\n", "# Adds bonds to the plotter\n", "plotter.add_mesh(\n", " tubez,\n", " color=\"white\",\n", " smooth_shading=True,\n", " scalars=\"element\",\n", " show_scalar_bar=False,\n", " diffuse=0.7,\n", " ambient=0.1,\n", " specular=0.2,\n", " specular_power=5,\n", " interpolate_before_map=False,\n", " cmap=cmap_cpk,\n", " culling=True,\n", ")\n", "\n", "# Creates heavy atom labels\n", "heavy = pv.PolyData(heavy_mol.heavy.coords)\n", "heavy[\"labels\"] = [\n", " f\"{a.element.symbol}{i}\" for i, a in enumerate(heavy_mol.heavy.atoms)\n", "]\n", "\n", "#Adds labels for atoms to the plotter\n", "plotter.add_point_labels(\n", " heavy,\n", " \"labels\",\n", " font_size=20,\n", " shadow=True,\n", " shape_color=\"white\",\n", " shape_opacity=0.25,\n", " show_points=False,\n", " always_visible=True,\n", " margin=5,\n", " font_family=\"courier\",\n", ")\n", "\n", "#Prepares for plotting\n", "plotter.enable_anti_aliasing(aa_type=\"msaa\", multi_samples=4)\n", "plotter.view_xy()\n", "plotter.add_axes()\n", "\n", "#Shows final result\n", "# plotter.show()" ] }, { "attachments": { "Pyvista.PNG": { "image/png": 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} }, "cell_type": "markdown", "metadata": {}, "source": [ "Due to a problem with pyvista rendering the plotter on the readthedocs, the output normally seen in this operation is shown below:\n", "\n", "![Pyvista.PNG](attachment:Pyvista.PNG)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Visualizing Molecules with Matplotlib\n", "\n", "Note: Matplotlib is not natively installed within Molli, but it can be added through conda using the line:\n", "\n", "`pip install matplotlib` or `conda install matplotlib`" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "# Import necessary packages\n", "import matplotlib.pyplot as plt\n", "from mpl_toolkits.mplot3d import Axes3D\n", "from mpl_toolkits.mplot3d.art3d import Line3DCollection\n", "\n", "# Loads Single Pentane molecule from multi-mol2 file\n", "dendrobine = ml.load(ml.files.dendrobine_mol2, otype='molecule')\n", "\n", "# Extracts the symbols of the atoms in the molecule\n", "symbols = [dendrobine.atoms[i].element.symbol for i in range(dendrobine.n_atoms)]" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Create a figure and a 3D axes\n", "fig = plt.figure()\n", "ax = fig.add_subplot(111, projection='3d')\n", "\n", "# Adjust the viewing angle\n", "ax.view_init(elev=30, azim=45)\n", "\n", "# Set labels and title\n", "ax.set_xlabel('X')\n", "ax.set_ylabel('Y')\n", "ax.set_zlabel('Z')\n", "ax.set_title('Molecule Visualization')\n", "\n", "# Extract x, y, z coordinates of atoms\n", "x_coords = dendrobine.coords[:, 0]\n", "y_coords = dendrobine.coords[:, 1]\n", "z_coords = dendrobine.coords[:, 2]\n", "\n", "# Extracts x, y, z coordinates of bonds:\n", "\n", "\n", "# Extract atomic symbols\n", "color_key = {'C': 'black', 'H': 'grey', 'N': \"blue\", \"O\": 'red'}\n", "\n", "# Plots the atoms\n", "for i in range(dendrobine.n_atoms):\n", " ax.scatter(x_coords[i], y_coords[i], z_coords[i],\n", " color=color_key[symbols[i]], s=50, label=symbols[i])\n", "\n", "#Plots the bonds\n", "for i in range(dendrobine.n_bonds):\n", " bond = dendrobine.get_bond(i)\n", "\n", " bond_a1_idx = dendrobine.get_atom_index(bond.a1)\n", " bond_a2_idx = dendrobine.get_atom_index(bond.a2)\n", "\n", " line_seg = Line3DCollection([[dendrobine.coords[bond_a1_idx], dendrobine.coords[bond_a2_idx]]],\n", " colors='black', linestyle='solid')\n", " \n", " ax.add_collection3d(line_seg)\n", "\n", "# Shows the plot\n", "plt.show()\n", "\n" ] } ], "metadata": { "kernelspec": { "display_name": "dev-blake", "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": "3.11.6" } }, "nbformat": 4, "nbformat_minor": 2 }