{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Demonstrate Color Handling for PyMol via API\n", "\n", "This notebook will demonstrate dealing with colors via the PyMol API that works via scripting.\n", "\n", "Related resources:\n", "\n", "- The [PyMol wiki Colors page](https://pymolwiki.org/index.php/Color_Values) has a nice list of colors that can be used and what PyMol uses by default for certain items. \n", "\n", "- The [Jmol colors page](http://jmol.sourceforge.net/jscolors/) has a nice account of colors and some schemes commonly used in molecular visualization.\n", "\n", "Return to [the first page](index.ipynb) for the demonstration notebook [index](index.ipynb).\n", "\n", "----\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Preparation\n", "\n", "As see in other notebooks, the initial commands to set things up to send commands to PyMol are fairly standard and so running this code will allow later commands to appear more straightforward by allowing us to skip listing all these again." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "init_block = '''#!/usr/bin/python\n", "\n", "import sys, os\n", "\n", "# pymol environment\n", "moddir='/opt/pymol-svn/modules'\n", "sys.path.insert(0, moddir)\n", "os.environ['PYMOL_PATH'] = os.path.join(moddir, 'pymol/pymol_path')\n", "\n", "import pymol\n", "cmd = pymol.cmd\n", "'''" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "With a block of code defined that we can use within this running notebook, we can now step through some commands pertinent to colors in PyMol." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Defined colors within PyMol" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A number of colors are already defined and named in PyMol. The [PyMol wiki Colors page](https://pymolwiki.org/index.php/Color_Values) has a nice list of colors that can be used and what PyMol uses by default for certain items. \n", "Running the code in the next two cells will list those colors here. (The `cmd.get_color_indices()` is the key command; the rest is just for arranging a nicer display. The assignment of the bash output to a variable follows from [here](https://nbviewer.jupyter.org/github/fomightez/ptmbr-accompmatz/blob/master/notebooks/Sending%20PatMatch%20output%20directly%20to%20Python.ipynb#Option-1).)" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Writing 'script_txt' (str) to file 'script_cl.py'.\n" ] } ], "source": [ "cmds2run = '''ls = list(cmd.get_color_indices())\n", "pymol_colors = [repr(x[0]) for x in ls]\n", "ll = '\\\\n'.join(pymol_colors)\n", "print(ll)\n", "'''\n", "script_txt = init_block + cmds2run\n", "%store script_txt >script_cl.py" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "'white' 'yelloworange' 'lithium' 'technetium' 'gold' \n", "'black' 'tv_orange' 'beryllium' 'ruthenium' 'mercury' \n", "'blue' 'pink' 'boron' 'rhodium' 'thallium' \n", "'green' 'firebrick' 'fluorine' 'palladium' 'lead' \n", "'red' 'chocolate' 'neon' 'silver' 'bismuth' \n", "'cyan' 'brown' 'sodium' 'cadmium' 'polonium' \n", "'yellow' 'wheat' 'magnesium' 'indium' 'astatine' \n", "'dash' 'violet' 'aluminum' 'tin' 'radon' \n", "'magenta' 'lightmagenta' 'silicon' 'antimony' 'francium' \n", "'salmon' 'density' 'phosphorus' 'tellurium' 'radium' \n", "'lime' 'paleyellow' 'chlorine' 'iodine' 'actinium' \n", "'slate' 'aquamarine' 'argon' 'xenon' 'thorium' \n", "'hotpink' 'deepsalmon' 'potassium' 'cesium' 'protactinium' \n", "'orange' 'palegreen' 'calcium' 'barium' 'uranium' \n", "'chartreuse' 'deepolive' 'scandium' 'lanthanum' 'neptunium' \n", "'limegreen' 'deeppurple' 'titanium' 'cerium' 'plutonium' \n", "'purpleblue' 'deepteal' 'vanadium' 'praseodymium' 'americium' \n", "'marine' 'lightblue' 'chromium' 'neodymium' 'curium' \n", "'olive' 'lightorange' 'manganese' 'promethium' 'berkelium' \n", "'purple' 'palecyan' 'iron' 'samarium' 'californium' \n", "'teal' 'lightteal' 'cobalt' 'europium' 'einsteinium' \n", "'ruby' 'splitpea' 'nickel' 'gadolinium' 'fermium' \n", "'forest' 'raspberry' 'copper' 'terbium' 'mendelevium' \n", "'deepblue' 'sand' 'zinc' 'dysprosium' 'nobelium' \n", "'grey' 'smudge' 'gallium' 'holmium' 'lawrencium' \n", "'gray' 'violetpurple' 'germanium' 'erbium' 'rutherfordium'\n", "'carbon' 'dirtyviolet' 'arsenic' 'thulium' 'dubnium' \n", "'nitrogen' 'deepsalmon' 'selenium' 'ytterbium' 'seaborgium' \n", "'oxygen' 'lightpink' 'bromine' 'lutetium' 'bohrium' \n", "'hydrogen' 'greencyan' 'krypton' 'hafnium' 'hassium' \n", "'brightorange' 'limon' 'rubidium' 'tantalum' 'meitnerium' \n", "'sulfur' 'skyblue' 'strontium' 'tungsten' 'deuterium' \n", "'tv_red' 'bluewhite' 'yttrium' 'rhenium' 'lonepair' \n", "'tv_green' 'warmpink' 'zirconium' 'osmium' 'pseudoatom' \n", "'tv_blue' 'darksalmon' 'niobium' 'iridium' \n", "'tv_yellow' 'helium' 'molybdenum' 'platinum' \n", "\n" ] } ], "source": [ "ll = !pymol -cq script_cl.py\n", "import IPython\n", "print(IPython.utils.text.columnize(ll.l)) #based on https://github.com/ipython/ipython/issues/8741" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that we'll use `cmd.get_color_indices()` again below to see added color names.\n", "\n", "What is up with the addition of `.l` after `ll` above? This is because [the ! returns an SList](https://gist.github.com/parente/b6ee0efe141822dfa18b6feeda0a45e5). The [SList object](https://ipython.readthedocs.io/en/stable/api/generated/IPython.utils.text.html#IPython.utils.text.SList) offers some convenient handles for bringing text output from other software into Python via Jupyter/IPython. We'll see it again later in this series of notebooks in [Demo of Iterating over residue secondary structure](demo_residue_secondary_structure.ipynb)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Defining your own colors and using them to color structures\n", "\n", "You can assign a name to any set of color values specified as triples of independent Red, Green and Blue contribution in range 0-1.0 in square brackets (e.g. `[1.0,1.0,1.0]` for white). For convenience, numbers between 0 an 255 can be used as well, see [here](https://pymolwiki.org/index.php/Set_Color). (If at least one value is larger than 1, pymol will interpret all 3 values as between 0 and 255). \n", "\n", "If an existing color name is used, the old color will be replaced with the new assignment.\n", "\n", "Examples of setting a color:\n", "\n", "```python\n", "cmd.set_color (\"mybluepurple\", [0.286274509804, 0.254901960784, 0.439215686275])\n", "cmd.set_color (\"my_color\", [148, 125, 72])\n", "```" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Often times you'll want to use hex color codes from somewhere else, for example in order to keep match with colors used in other media, such as a poster. In the Jupyter/IPython environment, you can easily use those as this next script shows. It will use the function `hex_to_rgb(value)` to convert a hex code to a three r,g,b values. That is then assigned to name and used in the `cmd.color()` command because it needs a name in string form work. (The example comes from the demo notebook [Demonstrate Getting a Structure and Making an Image](demo_fetch.ipynb) and you should go through that page if you have questions about what is going on aside from `hex_to_rgb(value)`)." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Writing 'script_txt' (str) to file 'script_o.py'.\n", " ExecutiveLoad-Detail: Detected mmCIF\n", " Ray: render time: 4.16 sec. = 865.8 frames/hour (4.16 sec. accum.).\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "init_block = '''#!/usr/bin/python\n", "import sys, os\n", "# pymol environment\n", "moddir='/opt/pymol-svn/modules'\n", "sys.path.insert(0, moddir)\n", "os.environ['PYMOL_PATH'] = os.path.join(moddir, 'pymol/pymol_path')\n", "import pymol\n", "cmd = pymol.cmd\n", "'''\n", "cmds2run = '''cmd.fetch('1d66');cmd.zoom()\n", "cmd.set (\"ray_opaque_background\", 0)\n", "cmd.bg_color (\"white\")\n", "cmd.set (\"cartoon_fancy_helices\", 1)\n", "cmd.set (\"cartoon_side_chain_helper\", \"on\")\n", "cmd.hide (\"everything\", \"all\")\n", "cmd.show (\"cartoon\", \"all\")\n", "cmd.show (\"sphere\", \"metals\")\n", "def hex_to_rgb(value):\n", " #based on https://stackoverflow.com/a/214657/8508004\n", " value = value.lstrip('#')\n", " lv = len(value)\n", " return tuple(int(value[i:i + lv // 3], 16) for i in range(0, lv, lv // 3))\n", "cmd.set_color (\"ion_color\", [*hex_to_rgb(\"#7D80B0\")])\n", "cmd.color (\"ion_color\", \"polymer\")\n", "cmd.set (\"fog_start\", 0.70)\n", "cmd.png('1d66improved.png', 800, 800, dpi=300, ray=1)\n", "'''\n", "script_txt = init_block + cmds2run\n", "%store script_txt >script_o.py\n", "!pymol -cq script_o.py\n", "from IPython.display import Image\n", "Image(\"1d66improved.png\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that if you define colors they will get added to the list they we saw under 'Defined colors within PyMol' above when we executed `cmd.get_color_indices()`. \n", "We'll do that here and show the output in its full glory so you can see each named color has an associated index next to it." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Writing 'script_txt' (str) to file 'script_l.py'.\n", " ExecutiveLoad-Detail: Detected mmCIF\n", "\n", "\n", "color_indices at present:\n", " [('white', 0), ('black', 1), ('blue', 2), ('green', 3), ('red', 4), ('cyan', 5), ('yellow', 6), ('dash', 7), ('magenta', 8), ('salmon', 9), ('lime', 10), ('slate', 11), ('hotpink', 12), ('orange', 13), ('chartreuse', 14), ('limegreen', 15), ('purpleblue', 16), ('marine', 17), ('olive', 18), ('purple', 19), ('teal', 20), ('ruby', 21), ('forest', 22), ('deepblue', 23), ('grey', 24), ('gray', 25), ('carbon', 26), ('nitrogen', 27), ('oxygen', 28), ('hydrogen', 29), ('brightorange', 30), ('sulfur', 31), ('tv_red', 32), ('tv_green', 33), ('tv_blue', 34), ('tv_yellow', 35), ('yelloworange', 36), ('tv_orange', 37), ('pink', 48), ('firebrick', 49), ('chocolate', 50), ('brown', 51), ('wheat', 52), ('violet', 53), ('lightmagenta', 154), ('density', 4155), ('paleyellow', 5256), ('aquamarine', 5257), ('deepsalmon', 5258), ('palegreen', 5259), ('deepolive', 5260), ('deeppurple', 5261), ('deepteal', 5262), ('lightblue', 5263), ('lightorange', 5264), ('palecyan', 5265), ('lightteal', 5266), ('splitpea', 5267), ('raspberry', 5268), ('sand', 5269), ('smudge', 5270), ('violetpurple', 5271), ('dirtyviolet', 5272), ('deepsalmon', 5273), ('lightpink', 5274), ('greencyan', 5275), ('limon', 5276), ('skyblue', 5277), ('bluewhite', 5278), ('warmpink', 5279), ('darksalmon', 5280), ('helium', 5281), ('lithium', 5282), ('beryllium', 5283), ('boron', 5284), ('fluorine', 5285), ('neon', 5286), ('sodium', 5287), ('magnesium', 5288), ('aluminum', 5289), ('silicon', 5290), ('phosphorus', 5291), ('chlorine', 5292), ('argon', 5293), ('potassium', 5294), ('calcium', 5295), ('scandium', 5296), ('titanium', 5297), ('vanadium', 5298), ('chromium', 5299), ('manganese', 5300), ('iron', 5301), ('cobalt', 5302), ('nickel', 5303), ('copper', 5304), ('zinc', 5305), ('gallium', 5306), ('germanium', 5307), ('arsenic', 5308), ('selenium', 5309), ('bromine', 5310), ('krypton', 5311), ('rubidium', 5312), ('strontium', 5313), ('yttrium', 5314), ('zirconium', 5315), ('niobium', 5316), ('molybdenum', 5317), ('technetium', 5318), ('ruthenium', 5319), ('rhodium', 5320), ('palladium', 5321), ('silver', 5322), ('cadmium', 5323), ('indium', 5324), ('tin', 5325), ('antimony', 5326), ('tellurium', 5327), ('iodine', 5328), ('xenon', 5329), ('cesium', 5330), ('barium', 5331), ('lanthanum', 5332), ('cerium', 5333), ('praseodymium', 5334), ('neodymium', 5335), ('promethium', 5336), ('samarium', 5337), ('europium', 5338), ('gadolinium', 5339), ('terbium', 5340), ('dysprosium', 5341), ('holmium', 5342), ('erbium', 5343), ('thulium', 5344), ('ytterbium', 5345), ('lutetium', 5346), ('hafnium', 5347), ('tantalum', 5348), ('tungsten', 5349), ('rhenium', 5350), ('osmium', 5351), ('iridium', 5352), ('platinum', 5353), ('gold', 5354), ('mercury', 5355), ('thallium', 5356), ('lead', 5357), ('bismuth', 5358), ('polonium', 5359), ('astatine', 5360), ('radon', 5361), ('francium', 5362), ('radium', 5363), ('actinium', 5364), ('thorium', 5365), ('protactinium', 5366), ('uranium', 5367), ('neptunium', 5368), ('plutonium', 5369), ('americium', 5370), ('curium', 5371), ('berkelium', 5372), ('californium', 5373), ('einsteinium', 5374), ('fermium', 5375), ('mendelevium', 5376), ('nobelium', 5377), ('lawrencium', 5378), ('rutherfordium', 5379), ('dubnium', 5380), ('seaborgium', 5381), ('bohrium', 5382), ('hassium', 5383), ('meitnerium', 5384), ('deuterium', 5385), ('lonepair', 5386), ('pseudoatom', 5387), ('ion_color', 5388)]\n" ] } ], "source": [ "script_txt = init_block + \"\\n\".join(cmds2run.split(\"\\n\")[:-2]) + \"\\nprint ('\\\\n\\\\ncolor_indices at present:\\\\n',cmd.get_color_indices())\"\n", "%store script_txt >script_l.py\n", "!pymol -cq script_l.py" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Note the addition of 'ion_color' at the end.**" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Determining what colors are used\n", "\n", "The result of `cmd.get_color_indices()` (or `get_colors `, see [here](https://pymolwiki.org/index.php/Get_colors)) shows what color names can be used but how do you know what are being used and what those really correspond to in rgb colorspace?\n", "\n", "Suppose you were given a PyMol session file and needed to determine what colors were used so you could use them in another structure visualized witih PyMol or in other media. This shows how to use `get_color_tuple()` to do that.\n", "\n", "First we'll save an session file using the code from above." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Writing 'script_txt' (str) to file 'script_s.py'.\n", " ExecutiveLoad-Detail: Detected mmCIF\n" ] } ], "source": [ "script_txt = init_block + \"\\n\".join(cmds2run.split(\"\\n\")[:-2]) + \"\\ncmd.save('test_save.pse')\"\n", "%store script_txt >script_s.py\n", "!pymol -cq script_s.py" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we'll load that session and go through the colors used for all objects in that session using `cmd.iterate()`, see [here](https://pymolwiki.org/index.php/Iterate). (We'll keep it very simple by selecting 'all' here as the scope of what to iterate over, but you can specify what to iterate on so you can ultimately drill down on what specifc structural element is assigned what color.) PyMol allows uers to define stored assignments in its namespace under its `stored.` object, see [here](https://pymolwiki.org/index.php/Pymol.stored)." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Writing 'script_txt' (str) to file 'script_o.py'.\n", "color indices used: [5323, 5388, 28]\n", "\n", "\n", "color index:5323 is (1.0, 0.8509804010391235, 0.5607843399047852)\n", "color index:5323 is named cadmium\n", "color index:5388 is (0.4901960790157318, 0.501960813999176, 0.6901960968971252)\n", "color index:5388 is named ion_color\n", "color index:28 is (1.0, 0.30000001192092896, 0.30000001192092896)\n", "color index:28 is named oxygen\n" ] } ], "source": [ "cmds2run = '''cmd.load('test_save.pse')\n", "stored.colors = []\n", "cmd.iterate (\"all\", \"stored.colors.append(color)\")\n", "color_indices_used = list(set(stored.colors))\n", "print(\"color indices used:\",color_indices_used)\n", "print(\"\\\\n\")\n", "color_names_by_index = {x[1]:x[0] for x in cmd.get_color_indices()}\n", "cmd.get_color_indices()\n", "for x in color_indices_used:\n", " print(\"color index:{} is \".format(x),cmd.get_color_tuple(x))\n", " print(\"color index:{} is named \".format(x),color_names_by_index[x])\n", "'''\n", "script_txt = init_block + cmds2run\n", "%store script_txt >script_o.py\n", "!pymol -cq script_o.py" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "I think index #28, \"oxygen\", appears due to water in the initial loading display, maybe?\n", "That isn't really important. What is interesting is that we now have the rgb values showing for the 'ion_color' color that was stored inside the session file. We could use that information elsewhere. (That is if we didn't already know it because we defined it with a color hex code earlier in this notebook).\n", "\n", "\n", "Alternatively, instead of taking advantage of `stored.`, we could just have used a Python variable ourselves since we aren't really looking for establishing variables in a session's memory. Here in the next cell we simply define the list as `l`. Note that we can still use it with `cmd.iterate()` by including it within the expression in the quotes." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Writing 'script_txt' (str) to file 'script_o.py'.\n", "[5388, 5388, 5388, 5388, 5388, 5388, 5388, 5388, 5388, 5388]\n" ] } ], "source": [ "cmds2run = '''cmd.load('test_save.pse')\n", "l = []\n", "cmd.iterate (\"all\", \"l.append(color)\")\n", "print(l[:10])\n", "'''\n", "script_txt = init_block + cmds2run\n", "%store script_txt >script_o.py\n", "!pymol -cq script_o.py" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.7.10" } }, "nbformat": 4, "nbformat_minor": 4 }