IPython notebooks updated.

expectation_plots.ipynb

@@ -0,0 +1,151 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "759c5651",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "application/mercury+json": "{\n    \"widget\": \"App\",\n    \"title\": \"Benchmark Validation\",\n    \"description\": \"Verifying via expectation values\",\n    \"show_code\": false,\n    \"show_prompt\": false,\n    \"output\": \"app\",\n    \"schedule\": \"\",\n    \"notify\": \"{}\",\n    \"continuous_update\": true,\n    \"static_notebook\": false,\n    \"show_sidebar\": true,\n    \"full_screen\": true,\n    \"allow_download\": true,\n    \"model_id\": \"mercury-app\",\n    \"code_uid\": \"App.0.40.24.2-rande7532f59\"\n}",
+      "text/html": [
+       "<h3>Mercury Application</h3><small>This output won't appear in the web app.</small>"
+      ],
+      "text/plain": [
+       "mercury.App"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import mercury as mr\n",
+    "app = mr.App(title=\"Benchmark Validation\", description=\"Verifying via expectation values\", show_code=False)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "4b52e890",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "application/mercury+json": "{\n    \"widget\": \"Checkbox\",\n    \"value\": false,\n    \"label\": \"Compare expectation\",\n    \"model_id\": \"2532108ccea14af8833212746bf3402b\",\n    \"code_uid\": \"Checkbox.0.40.11.1-randbd089dbd\",\n    \"url_key\": \"\",\n    \"disabled\": false,\n    \"hidden\": false\n}",
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "2532108ccea14af8833212746bf3402b",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "mercury.Checkbox"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "# Validation of precision and Verification of benchmarks\n",
+       " \n",
+       "The plots present the sum (over all sites) of the difference in expectation value of Pauli-Z between \n",
+       "different pacakges. These validate the precision while also verifying that the evolved statevector at the final \n",
+       "time remains the same across the different packages.\n",
+       "\n",
+       "###### Note: Not all packages support the computation of expectation values (however it is possible to arrive at an approximation using the shot measurement) and therefore are not included in the analysis.\n"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "compare_expect = mr.Checkbox(value=False, label=\"Compare expectation\")\n",
+    "if compare_expect.value == False:\n",
+    "    mr.Markdown(text=\"\"\"# Validation of precision and Verification of benchmarks\n",
+    " \n",
+    "The plots present the sum (over all sites) of the difference in expectation value of Pauli-Z between \n",
+    "different pacakges. These validate the precision while also verifying that the evolved statevector at the final \n",
+    "time remains the same across the different packages.\n",
+    "\n",
+    "###### Note: Not all packages support the computation of expectation values (however it is possible to arrive at an approximation using the shot measurement) and therefore are not included in the analysis.\n",
+    "\"\"\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "1ef997b9",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "if compare_expect.value == True:\n",
+    "    import numpy as np\n",
+    "    import h5py\n",
+    "    import os\n",
+    "\n",
+    "    import sys\n",
+    "    sys.path.append('/plot_scripts/')\n",
+    "    from compare_expectation import *\n",
+    "    \n",
+    "    task = mr.Select(label=\"Select Task: \", value=\"Heisenberg dynamics\", choices=[\"Heisenberg dynamics\", \"Random Quantum Circuit\", \"Quantum Fourier Transform\"])\n",
+    "\n",
+    "    prec = mr.Select(label=\"Select Precision : \", value=\"Single\", choices=[\"Single\", \"Double\"])\n",
+    "    \n",
+    "    mr.Md(f\"\"\"### Difference in Pauli-Z expectation value among packages summed over all sites for \n",
+    "##### Quantum Algorithm: {task.value}\n",
+    "\n",
+    "##### Precision: {prec.value}\n",
+    "\"\"\")\n",
+    "    \n",
+    "    if task.value == 'Heisenberg dynamics':\n",
+    "        t = 'hdyn'\n",
+    "    elif task.value == 'Random Quantum Circuit':\n",
+    "        t = 'rqc'\n",
+    "    else:\n",
+    "        t = 'qft'\n",
+    "        \n",
+    "    if prec.value == 'Single':\n",
+    "        compare_two_expect_all(t, 'sp', sorted_package_str_sp)\n",
+    "    else:\n",
+    "        compare_two_expect_all(t, 'dp', sorted_package_str_dp)\n",
+    "    "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "60c0ee94",
+   "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": "3.9.12"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}