GraphVisualisationmethodsexploration

GraphvizbasedVisualition.ipynb

@@ -0,0 +1,186 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "27dedb17",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/svg+xml": [
+       "<?xml version=\"1.0\" encoding=\"UTF-8\" standalone=\"no\"?>\n",
+       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n",
+       " \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n",
+       "<!-- Generated by graphviz version 3.0.0 (20220226.1711)\n",
+       " -->\n",
+       "<!-- Title: round&#45;table Pages: 1 -->\n",
+       "<svg width=\"8pt\" height=\"8pt\"\n",
+       " viewBox=\"0.00 0.00 8.00 8.00\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
+       "<g id=\"graph0\" class=\"graph\" transform=\"scale(1 1) rotate(0) translate(4 4)\">\n",
+       "<title>round&#45;table</title>\n",
+       "<polygon fill=\"white\" stroke=\"transparent\" points=\"-4,4 -4,-4 4,-4 4,4 -4,4\"/>\n",
+       "</g>\n",
+       "</svg>\n"
+      ],
+      "text/plain": [
+       "<graphviz.graphs.Digraph at 0x7fdb41736cd0>"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "import graphviz  # doctest: +NO_EXE\n",
+    "#dot = graphviz.Digraph(comment='The Round Table')\n",
+    "dot = graphviz.Digraph('round-table', comment='The Round Table')  \n",
+    "dot  #doctest: +ELLIPSIS"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "44a6c0c1",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "dot.node('A', 'DFF')  # doctest: +NO_EXE\n",
+    "dot.node('B', 'AND')\n",
+    "dot.node('L', 'NOT')\n",
+    "\n",
+    "dot.edges(['AB', 'BL'])\n",
+    "dot.edge('A', 'L', constraint='false')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "64ff1f86",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "// The Round Table\n",
+      "digraph \"round-table\" {\n",
+      "\tA [label=DFF]\n",
+      "\tB [label=AND]\n",
+      "\tL [label=NOT]\n",
+      "\tA -> B\n",
+      "\tB -> L\n",
+      "\tA -> L [constraint=false]\n",
+      "}\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(dot.source)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "eac01595",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/svg+xml": [
+       "<?xml version=\"1.0\" encoding=\"UTF-8\" standalone=\"no\"?>\n",
+       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n",
+       " \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n",
+       "<!-- Generated by graphviz version 3.0.0 (20220226.1711)\n",
+       " -->\n",
+       "<!-- Title: round&#45;table Pages: 1 -->\n",
+       "<svg width=\"81pt\" height=\"188pt\"\n",
+       " viewBox=\"0.00 0.00 80.64 188.00\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
+       "<g id=\"graph0\" class=\"graph\" transform=\"scale(1 1) rotate(0) translate(4 184)\">\n",
+       "<title>round&#45;table</title>\n",
+       "<polygon fill=\"white\" stroke=\"transparent\" points=\"-4,4 -4,-184 76.64,-184 76.64,4 -4,4\"/>\n",
+       "<!-- A -->\n",
+       "<g id=\"node1\" class=\"node\">\n",
+       "<title>A</title>\n",
+       "<ellipse fill=\"none\" stroke=\"black\" cx=\"29.9\" cy=\"-162\" rx=\"27\" ry=\"18\"/>\n",
+       "<text text-anchor=\"middle\" x=\"29.9\" y=\"-158.3\" font-family=\"Times,serif\" font-size=\"14.00\">DFF</text>\n",
+       "</g>\n",
+       "<!-- B -->\n",
+       "<g id=\"node2\" class=\"node\">\n",
+       "<title>B</title>\n",
+       "<ellipse fill=\"none\" stroke=\"black\" cx=\"29.9\" cy=\"-90\" rx=\"29.8\" ry=\"18\"/>\n",
+       "<text text-anchor=\"middle\" x=\"29.9\" y=\"-86.3\" font-family=\"Times,serif\" font-size=\"14.00\">AND</text>\n",
+       "</g>\n",
+       "<!-- A&#45;&gt;B -->\n",
+       "<g id=\"edge1\" class=\"edge\">\n",
+       "<title>A&#45;&gt;B</title>\n",
+       "<path fill=\"none\" stroke=\"black\" d=\"M29.9,-143.7C29.9,-135.98 29.9,-126.71 29.9,-118.11\"/>\n",
+       "<polygon fill=\"black\" stroke=\"black\" points=\"33.4,-118.1 29.9,-108.1 26.4,-118.1 33.4,-118.1\"/>\n",
+       "</g>\n",
+       "<!-- L -->\n",
+       "<g id=\"node3\" class=\"node\">\n",
+       "<title>L</title>\n",
+       "<ellipse fill=\"none\" stroke=\"black\" cx=\"29.9\" cy=\"-18\" rx=\"28.7\" ry=\"18\"/>\n",
+       "<text text-anchor=\"middle\" x=\"29.9\" y=\"-14.3\" font-family=\"Times,serif\" font-size=\"14.00\">NOT</text>\n",
+       "</g>\n",
+       "<!-- A&#45;&gt;L -->\n",
+       "<g id=\"edge3\" class=\"edge\">\n",
+       "<title>A&#45;&gt;L</title>\n",
+       "<path fill=\"none\" stroke=\"black\" d=\"M44.38,-146.71C53.35,-136.8 64.05,-122.76 68.9,-108 73.89,-92.8 73.89,-87.2 68.9,-72 65.28,-60.98 58.39,-50.36 51.4,-41.56\"/>\n",
+       "<polygon fill=\"black\" stroke=\"black\" points=\"53.91,-39.1 44.77,-33.73 48.56,-43.62 53.91,-39.1\"/>\n",
+       "</g>\n",
+       "<!-- B&#45;&gt;L -->\n",
+       "<g id=\"edge2\" class=\"edge\">\n",
+       "<title>B&#45;&gt;L</title>\n",
+       "<path fill=\"none\" stroke=\"black\" d=\"M29.9,-71.7C29.9,-63.98 29.9,-54.71 29.9,-46.11\"/>\n",
+       "<polygon fill=\"black\" stroke=\"black\" points=\"33.4,-46.1 29.9,-36.1 26.4,-46.1 33.4,-46.1\"/>\n",
+       "</g>\n",
+       "</g>\n",
+       "</svg>\n"
+      ],
+      "text/plain": [
+       "<graphviz.graphs.Digraph at 0x7fdb41736cd0>"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "dot"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "b7d9505d",
+   "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": "3.9.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}

TensorflowbasedGraph.ipynb

@@ -0,0 +1,110 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "119c1861",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "WARNING:tensorflow:From /Users/rmkchowdary/opt/anaconda3/lib/python3.9/site-packages/tensorflow/python/compat/v2_compat.py:107: disable_resource_variables (from tensorflow.python.ops.variable_scope) is deprecated and will be removed in a future version.\n",
+      "Instructions for updating:\n",
+      "non-resource variables are not supported in the long term\n"
+     ]
+    }
+   ],
+   "source": [
+    "import tensorflow.compat.v1 as tf\n",
+    "tf.disable_v2_behavior()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "aa16b6fe",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "a = tf.placeholder(tf.bool,name =\"a\")\n",
+    "b = tf.placeholder(tf.bool,name =\"b\")\n",
+    "y = tf.math.logical_and(a,b,name=\"AND\")\n",
+    "y= tf.math.logical_not(a,name=\"NOT\")\n",
+    "z= tf.math.logical_and(y,y,name=\"y\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "a9b4d555",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2022-03-23 18:26:51.940414: I tensorflow/core/platform/cpu_feature_guard.cc:151] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations:  AVX2 FMA\n",
+      "To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.\n"
+     ]
+    }
+   ],
+   "source": [
+    "\n",
+    "from tensorflow.python.summary.writer.writer import FileWriter\n",
+    "sess1 = tf.compat.v1.Session()\n",
+    "#writer=tf.summary.FileWriter('./my_graph',sess.graph)\n",
+    "writer = tf.summary.FileWriter(\"log_dir1/logic_and\", sess1.graph) "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "5a22ca48",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "UsageError: Line magic function `%tensorboard` not found.\n"
+     ]
+    }
+   ],
+   "source": [
+    "#run in terminal below command\n",
+    "#tensorboard --logdir=/log_dir1/logic_and"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "b38b9e60",
+   "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": "3.9.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}