microsoft/qdk
Publicmirrored from https://github.com/microsoft/qdkAvailable
samples/notebooks/qdk.ipynb
243lines · modecode
| 1 | { |
| 2 | "cells": [ |
| 3 | { |
| 4 | "cell_type": "markdown", |
| 5 | "id": "746adee2", |
| 6 | "metadata": {}, |
| 7 | "source": [ |
| 8 | "# Basic OpenQASM code" |
| 9 | ] |
| 10 | }, |
| 11 | { |
| 12 | "cell_type": "code", |
| 13 | "execution_count": null, |
| 14 | "id": "b5f1355d", |
| 15 | "metadata": {}, |
| 16 | "outputs": [], |
| 17 | "source": [ |
| 18 | "from qdk.openqasm import run, DepolarizingNoise, compile\n", |
| 19 | "from qdk.widgets import Histogram\n", |
| 20 | "\n", |
| 21 | "source = \"\"\"\n", |
| 22 | " include \"stdgates.inc\";\n", |
| 23 | " bit[2] c;\n", |
| 24 | " qubit[2] q;\n", |
| 25 | " h q[0];\n", |
| 26 | " cx q[0], q[1];\n", |
| 27 | " c = measure q;\n", |
| 28 | "\"\"\"\n", |
| 29 | "\n", |
| 30 | "Histogram(run(source, noise=DepolarizingNoise(0.01), as_bitstring=True))" |
| 31 | ] |
| 32 | }, |
| 33 | { |
| 34 | "cell_type": "code", |
| 35 | "execution_count": null, |
| 36 | "id": "c20b9ab1", |
| 37 | "metadata": {}, |
| 38 | "outputs": [], |
| 39 | "source": [ |
| 40 | "print(compile(source, as_bitstring=True))" |
| 41 | ] |
| 42 | }, |
| 43 | { |
| 44 | "cell_type": "markdown", |
| 45 | "id": "8bee6b70", |
| 46 | "metadata": {}, |
| 47 | "source": [ |
| 48 | "## QASM and code" |
| 49 | ] |
| 50 | }, |
| 51 | { |
| 52 | "cell_type": "code", |
| 53 | "execution_count": null, |
| 54 | "id": "253f3b44", |
| 55 | "metadata": {}, |
| 56 | "outputs": [], |
| 57 | "source": [ |
| 58 | "from qdk.openqasm import import_openqasm, code\n", |
| 59 | "\n", |
| 60 | "source = \"\"\"\n", |
| 61 | " include \"stdgates.inc\";\n", |
| 62 | " bit[2] c;\n", |
| 63 | " qubit[2] q;\n", |
| 64 | " h q[0];\n", |
| 65 | " cx q[0], q[1];\n", |
| 66 | " c = measure q;\n", |
| 67 | "\"\"\"\n", |
| 68 | "\n", |
| 69 | "import_openqasm(source, name=\"bell\")\n", |
| 70 | "\n", |
| 71 | "code.bell()\n" |
| 72 | ] |
| 73 | }, |
| 74 | { |
| 75 | "cell_type": "code", |
| 76 | "execution_count": null, |
| 77 | "id": "ae62fc8c", |
| 78 | "metadata": {}, |
| 79 | "outputs": [], |
| 80 | "source": [ |
| 81 | "from qdk.openqasm import circuit\n", |
| 82 | "from qdk.widgets import Circuit\n", |
| 83 | "\n", |
| 84 | "display(Circuit(circuit(code.bell)))" |
| 85 | ] |
| 86 | }, |
| 87 | { |
| 88 | "cell_type": "markdown", |
| 89 | "id": "ad272e34", |
| 90 | "metadata": {}, |
| 91 | "source": [ |
| 92 | "## Qiskit integration" |
| 93 | ] |
| 94 | }, |
| 95 | { |
| 96 | "cell_type": "code", |
| 97 | "execution_count": null, |
| 98 | "id": "1ce82c8e", |
| 99 | "metadata": {}, |
| 100 | "outputs": [], |
| 101 | "source": [ |
| 102 | "from qiskit import QuantumCircuit\n", |
| 103 | "import numpy as np\n", |
| 104 | "\n", |
| 105 | "circuit = QuantumCircuit(2, 2)\n", |
| 106 | "circuit.name = \"state_prep\"\n", |
| 107 | "\n", |
| 108 | "# State vector to initialize: |ψ⟩ = (|0⟩ - |1⟩) / √2\n", |
| 109 | "circuit.initialize([1 / np.sqrt(2), -1 / np.sqrt(2)], 0)\n", |
| 110 | "circuit.h(0)\n", |
| 111 | "circuit.measure(0, 0)\n", |
| 112 | "\n", |
| 113 | "circuit.prepare_state([1 / np.sqrt(2), -1 / np.sqrt(2)], 1)\n", |
| 114 | "circuit.h(1)\n", |
| 115 | "circuit.measure(1, 1)\n", |
| 116 | "\n", |
| 117 | "circuit.draw(output=\"text\")" |
| 118 | ] |
| 119 | }, |
| 120 | { |
| 121 | "cell_type": "code", |
| 122 | "execution_count": null, |
| 123 | "id": "b54a8930", |
| 124 | "metadata": {}, |
| 125 | "outputs": [], |
| 126 | "source": [ |
| 127 | "from qdk.qiskit import QSharpBackend, TargetProfile\n", |
| 128 | "\n", |
| 129 | "backend = QSharpBackend(target_profile=TargetProfile.Adaptive_RI)\n", |
| 130 | "job = backend.run(circuit)\n", |
| 131 | "counts = job.result().get_counts()\n", |
| 132 | "print(counts)" |
| 133 | ] |
| 134 | }, |
| 135 | { |
| 136 | "cell_type": "code", |
| 137 | "execution_count": null, |
| 138 | "id": "a728e279", |
| 139 | "metadata": {}, |
| 140 | "outputs": [], |
| 141 | "source": [ |
| 142 | "print(backend.qir(circuit))" |
| 143 | ] |
| 144 | }, |
| 145 | { |
| 146 | "cell_type": "markdown", |
| 147 | "id": "b843134d", |
| 148 | "metadata": {}, |
| 149 | "source": [ |
| 150 | "## Resource estimation\n" |
| 151 | ] |
| 152 | }, |
| 153 | { |
| 154 | "cell_type": "code", |
| 155 | "execution_count": null, |
| 156 | "id": "57c6fd03", |
| 157 | "metadata": {}, |
| 158 | "outputs": [], |
| 159 | "source": [ |
| 160 | "from qdk.qsharp import init, eval, estimate\n", |
| 161 | "from qdk.widgets import EstimatesOverview\n", |
| 162 | "\n", |
| 163 | "init()\n", |
| 164 | "with open(\"../estimation/EkeraHastadFactoring.qs\", \"r\") as f:\n", |
| 165 | " eval(f.read())\n", |
| 166 | "\n", |
| 167 | "rsa_number = 1522605027922533360535618378132637429718068114961380688657908494580122963258952897654000350692006139\n", |
| 168 | "\n", |
| 169 | "estimates = estimate(f\"EkeraHastad({rsa_number.bit_length()}, {rsa_number}L, 7L)\", [\n", |
| 170 | " {\"errorBudget\": 0.333, \"qubitParams\": {\"name\": \"qubit_gate_ns_e3\"}},\n", |
| 171 | " {\"errorBudget\": 0.333, \"qubitParams\": {\"name\": \"qubit_gate_ns_e4\"}},\n", |
| 172 | " {\"errorBudget\": 0.333, \"qubitParams\": {\"name\": \"qubit_gate_us_e3\"}},\n", |
| 173 | " {\"errorBudget\": 0.333, \"qubitParams\": {\"name\": \"qubit_gate_us_e4\"}},\n", |
| 174 | " {\"errorBudget\": 0.333, \"qubitParams\": {\"name\": \"qubit_maj_ns_e4\"}, \"qecScheme\": {\"name\": \"floquet_code\"}},\n", |
| 175 | " {\"errorBudget\": 0.333, \"qubitParams\": {\"name\": \"qubit_maj_ns_e6\"}, \"qecScheme\": {\"name\": \"floquet_code\"}}\n", |
| 176 | "])\n", |
| 177 | "\n", |
| 178 | "EstimatesOverview(\n", |
| 179 | " estimates,\n", |
| 180 | " colors=[\"#1f77b4\", \"#ff7f0e\", \"blue\", \"red\", \"green\", \"yellow\"],\n", |
| 181 | " runNames=[\"Gate ns e3, surface\", \"Gate ns e4, surface\", \"Gate us e3, surface\", \"Gate us e4, surface\", \"Majorana ns e4, floquet\", \"Majorana ns e6, floquet\"]\n", |
| 182 | ")" |
| 183 | ] |
| 184 | }, |
| 185 | { |
| 186 | "cell_type": "markdown", |
| 187 | "id": "241dab0c", |
| 188 | "metadata": {}, |
| 189 | "source": [ |
| 190 | "## Azure submission" |
| 191 | ] |
| 192 | }, |
| 193 | { |
| 194 | "cell_type": "code", |
| 195 | "execution_count": null, |
| 196 | "id": "822a19b1", |
| 197 | "metadata": {}, |
| 198 | "outputs": [], |
| 199 | "source": [ |
| 200 | "from qdk.qsharp import init, TargetProfile, eval, compile\n", |
| 201 | "from qdk.azure import Workspace\n", |
| 202 | "\n", |
| 203 | "init(target_profile=TargetProfile.Base)\n", |
| 204 | "\n", |
| 205 | "eval(\"operation Main() : Result { use q = Qubit(); H(q); return M(q);}\")\n", |
| 206 | "operation = compile(\"Main()\")\n", |
| 207 | "\n", |
| 208 | "workspace = Workspace(\n", |
| 209 | " subscription_id = \"916dfd6d-030c-4bd9-b579-7bb6d1926e97\",\n", |
| 210 | " resource_group = \"billti-team\",\n", |
| 211 | " name = \"billti-quantum01\",\n", |
| 212 | " location = \"westus2\",\n", |
| 213 | ")\n", |
| 214 | "\n", |
| 215 | "target = workspace.get_targets(\"quantinuum.sim.h2-2e\")\n", |
| 216 | "print(target)\n", |
| 217 | "# job = target.submit(operation, \"my-azure-quantum-job\", shots=100)\n", |
| 218 | "# print(job.get_results())\n" |
| 219 | ] |
| 220 | } |
| 221 | ], |
| 222 | "metadata": { |
| 223 | "kernelspec": { |
| 224 | "display_name": ".venv", |
| 225 | "language": "python", |
| 226 | "name": "python3" |
| 227 | }, |
| 228 | "language_info": { |
| 229 | "codemirror_mode": { |
| 230 | "name": "ipython", |
| 231 | "version": 3 |
| 232 | }, |
| 233 | "file_extension": ".py", |
| 234 | "mimetype": "text/x-python", |
| 235 | "name": "python", |
| 236 | "nbconvert_exporter": "python", |
| 237 | "pygments_lexer": "ipython3", |
| 238 | "version": "3.13.7" |
| 239 | } |
| 240 | }, |
| 241 | "nbformat": 4, |
| 242 | "nbformat_minor": 5 |
| 243 | } |