{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "## Example of using Dynamo in Python\n", "\n", "Example: Load a Dynamo file, then plot trees in 2D and 3D" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "\n", "# Dynamo code:\n", "import pydynamo_brain.analysis as pdAnalysis\n", "import pydynamo_brain.model as pdModel\n", "import pydynamo_brain.files as pdFiles\n", "import pydynamo_brain.util as pdUtil\n", "\n" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import matplotlib.cm as cm\n", "from mpl_toolkits.mplot3d import Axes3D \n", "import copy\n", "import numpy as np\n" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", "# Change output figure size\n", "plt.rcParams['figure.figsize'] = [10, 10]\n", "plt.rcParams[\"figure.facecolor\"] = \"white\"\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Part 1: Load Dynamo\n" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "dynamoPath = \"ExampleNeuron.dyn.gz\"\n" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "11 volumes loaded\n" ] } ], "source": [ "\n", "\n", "fullState = pdFiles.loadState(dynamoPath)\n", "\n", "print(\"%d volumes loaded\" % (len(fullState.trees)))\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Part 2: Plotting Trees\n" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def plot2DTrees(fullstate, treeIdx, alpha=0.25, linewidth=1.75):\n", " \"\"\"\n", " Plot a Dynamo Tree in 3D using pixel-space coordinates (x, y, z).\n", "\n", " Parameters\n", " ----------\n", " fullState : FullState\n", " treeIdx : int\n", " Index of the tree in fullState.trees.\n", " ax : matplotlib 3D axis (optional)\n", " color : str or tuple\n", " alpha : float\n", " linewidth : float\n", " \"\"\"\n", " fig, axs = plt.subplots(1,1)\n", "\n", " axs.axis('equal')\n", " axs.axis('off')\n", " branchIDs = pdUtil.sortedBranchIDList(fullState.trees)\n", " # Plot a large point for the soma location\n", " plt.scatter(fullState.trees[treeIdx].getPointByID('00000000').location[0],\n", " fullState.trees[treeIdx].getPointByID('00000000').location[1], s=500, c='black', alpha=alpha)\n", "\n", " for branch in branchIDs:\n", " x = []\n", " y = []\n", " if fullState.trees[treeIdx].getBranchByID(branch) is not None:\n", " for j, point in enumerate(fullState.trees[treeIdx].getBranchByID(branch).points):\n", " if j == 0:\n", " x.append(point.nextPointInBranch(-1).location[0])\n", " y.append(point.nextPointInBranch(-1).location[1])\n", " x.append(point.location[0])\n", " y.append(point.location[1])\n", " axs.plot(x,y, c='black', alpha=.25, linewidth=1.75)\n", "plot2DTrees(fullState, 0)" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "from mpl_toolkits.mplot3d import Axes3D # needed for 3D projection\n", "\n", "def plot3DTrees(fullState, treeIdx, color='black', alpha=0.25, linewidth=1.75):\n", " \"\"\"\n", " Plot a Dynamo Tree in 3D using pixel-space coordinates (x, y, z).\n", "\n", " Parameters\n", " ----------\n", " fullState : FullState\n", " treeIdx : int\n", " Index of the tree in fullState.trees.\n", " color : str or tuple\n", " Line color for branches.\n", " alpha : float\n", " Line transparency.\n", " linewidth : float\n", " Line thickness.\n", " \"\"\"\n", " fig = plt.figure()\n", " ax = fig.add_subplot(111, projection='3d')\n", " ax.scatter(fullState.trees[treeIdx].getPointByID('00000000').location[0],\n", " fullState.trees[treeIdx].getPointByID('00000000').location[1],\n", " fullState.trees[treeIdx].getPointByID('00000000').location[2], s=500, c='black', alpha=alpha)\n", " branchIDs = pdUtil.sortedBranchIDList(fullState.trees)\n", " for branch in branchIDs:\n", " branch_obj = fullState.trees[treeIdx].getBranchByID(branch)\n", " if branch_obj is not None:\n", " xs, ys, zs = [], [], []\n", " for j, point in enumerate(branch_obj.points):\n", " # include previous point if available\n", " if j == 0:\n", " prev = point.nextPointInBranch(-1)\n", " if prev:\n", " x0, y0, z0 = prev.location\n", " xs.append(x0)\n", " ys.append(y0)\n", " zs.append(z0)\n", " x, y, z = point.location\n", " xs.append(x)\n", " ys.append(y)\n", " zs.append(z)\n", " ax.plot(xs, ys, zs, c=color, alpha=alpha, linewidth=linewidth)\n", "\n", " # clean look\n", " ax.set_xlabel(\"X\")\n", " ax.set_ylabel(\"Y\")\n", " ax.set_zlabel(\"Z\")\n", " ax.set_box_aspect([1, 1, 1]) # equal aspect\n", " ax.view_init(elev=30, azim=115)\n", " plt.show()\n", "plot3DTrees(fullState, 0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Part 3: Using tree methods to reparent branches\n", "The methods updateAllPrimaryBranches() and updateAllBranchesMinimalAngle() change how branches are connected" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import copy\n", "import matplotlib.pyplot as plt\n", "from matplotlib import cm\n", "\n", "def plot_branch_order_comparison(fullState, tree_idx=0, soma_id=\"00000000\",\n", " savepath=\"BranchOrder_Comparison.svg\",\n", " linewidth=1.75):\n", " \"\"\"\n", " Make a 2-panel comparison of branch order coloring:\n", " Left : updateAllPrimaryBranches (longest path continuation)\n", " Right : updateAllBranchesMinimalAngle (minimal-angle continuation)\n", " \"\"\"\n", " # Safely get branch IDs once\n", " try:\n", " branchIDs = pdUtil.sortedBranchIDList(fullState.trees)\n", " except TypeError:\n", " branchIDs = pdUtil.sortedBranchIDList(fullState.trees[tree_idx])\n", "\n", " # Clone the tree so panels start from the same baseline\n", " treeA = copy.deepcopy(fullState.trees[tree_idx])\n", " treeB = copy.deepcopy(fullState.trees[tree_idx])\n", "\n", " # Apply each normalization to its own copy\n", " treeA.updateAllPrimaryBranches()\n", " treeB.updateAllBranchesMinimalAngle()\n", "\n", " # Set up figure\n", " fig, axes = plt.subplots(1, 2, figsize=(12, 6), constrained_layout=True)\n", " titles = [\"Longest Path (Primary Branches)\", \"Minimal Angle\"]\n", " trees = [treeA, treeB]\n", " cmap = cm.get_cmap(\"tab10\")\n", "\n", " for ax, tree, title in zip(axes, trees, titles):\n", " ax.set_aspect(\"equal\", adjustable=\"box\")\n", " ax.axis(\"off\")\n", "\n", " # Soma\n", " soma_pt = tree.getPointByID(soma_id)\n", " if soma_pt is not None:\n", " ax.scatter(soma_pt.location[0], soma_pt.location[1], s=500, c=\"black\", zorder=5)\n", "\n", " # Branches colored by order\n", " for bid in branchIDs:\n", " branch = tree.getBranchByID(bid)\n", " if branch is None:\n", " continue\n", "\n", " xs, ys = [], []\n", " pts = getattr(branch, \"points\", [])\n", " if not pts:\n", " continue\n", "\n", " # connect to previous point if available\n", " prev = pts[0].nextPointInBranch(-1)\n", " if prev is not None:\n", " xs.append(prev.location[0]); ys.append(prev.location[1])\n", "\n", " for p in pts:\n", " xs.append(p.location[0]); ys.append(p.location[1])\n", "\n", " order = branch.getOrder()\n", " ax.plot(xs, ys, c=cmap(order - 1), linewidth=linewidth)\n", "\n", " ax.set_title(title, fontsize=13, weight=\"bold\")\n", "\n", " return fig, axes\n", "\n", "# Example:\n", "dynamoPath = \"Supplemental_Neuron.dyn.gz\"\n", "fullState = pdFiles.loadState(dynamoPath)\n", "fig, axes = plot_branch_order_comparison(fullState, tree_idx=0, soma_id=\"00000000\",\n", " savepath=\"BranchOrder_Comparison.svg\")\n" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "111 branches below the length threshold 10\n" ] } ], "source": [ "\n", "def plot3DTrees_CountShortBranches(fullState, treeIdx, color='black', alpha=0.25, linewidth=1.75, threshold=10):\n", " \"\"\"\n", " Plot a Dynamo Tree in 3D using pixel-space coordinates (x, y, z). Color short branches blue\n", "\n", " Parameters\n", " ----------\n", " fullState : FullState\n", " treeIdx : int\n", " Index of the tree in fullState.trees.\n", " color : str or tuple\n", " Line color for branches.\n", " alpha : float\n", " Line transparency.\n", " linewidth : float\n", " Line thickness.\n", " threshold: float\n", " lenght in um for short branches\n", " \"\"\"\n", " short = 0\n", " fig = plt.figure()\n", " ax = fig.add_subplot(111, projection='3d')\n", "\n", " branchIDs = pdUtil.sortedBranchIDList(fullState.trees)\n", " _color, _alpha = copy.copy(color), copy.copy(alpha)\n", " for branch in branchIDs:\n", " branch_obj = fullState.trees[treeIdx].getBranchByID(branch)\n", " branch_color = color\n", " branch_alpha = alpha\n", " if branch_obj is not None:\n", " # Plot a blue branch if it is shorter than a threshold \n", " if branch_obj.worldLengths()[0] < threshold:\n", " short += 1\n", " branch_color = 'blue'\n", " branch_alpha = 1\n", " xs, ys, zs = [], [], []\n", " for j, point in enumerate(branch_obj.points):\n", " # include previous point if available\n", " if j == 0:\n", " prev = point.nextPointInBranch(-1)\n", " if prev:\n", " x0, y0, z0 = prev.location\n", " xs.append(x0)\n", " ys.append(y0)\n", " zs.append(z0)\n", " x, y, z = point.location\n", " xs.append(x)\n", " ys.append(y)\n", " zs.append(z)\n", " ax.plot(xs, ys, zs, c=branch_color, alpha=branch_alpha, linewidth=linewidth)\n", " \n", " \n", " # clean look\n", " ax.set_xlabel(\"X\")\n", " ax.set_ylabel(\"Y\")\n", " ax.set_zlabel(\"Z\")\n", " ax.set_box_aspect([1, 1, 1]) # equal aspect\n", " ax.view_init(elev=75, azim=45)\n", " plt.show()\n", " print(short, \"branches below the length threshold\", threshold)\n", "plot3DTrees_CountShortBranches(fullState, 0)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.10.12" } }, "nbformat": 4, "nbformat_minor": 4 }