{ "cells": [ { "cell_type": "markdown", "id": "897068e9", "metadata": {}, "source": [ "# Star shaped qubit\n", "\n", "We'll be creating a 2D design and adding a star shaped qubit QComponent.\n", "\n", "\n", "There's a central star shaped component. This component is essentially a circle with trpezoids subtracted from it. A T-junction qubit is attached to this central shape. Then there are four coupling resonators and one readout resonator present in the default setting. The shape of the central component and the number coupling resonators are customizable. Let's try out a few diferent ways to create and render this component." ] }, { "cell_type": "code", "execution_count": 1, "id": "4920e2a9", "metadata": {}, "outputs": [], "source": [ "# So, let us dive right in. For convenience, let's begin by enabling\n", "# automatic reloading of modules when they change.\n", "%load_ext autoreload\n", "%autoreload 2" ] }, { "cell_type": "markdown", "id": "d55665b3", "metadata": {}, "source": [ "Next, we import the relevant modules. You can add new modules as and when needed. " ] }, { "cell_type": "code", "execution_count": 2, "id": "bright-latex", "metadata": {}, "outputs": [], "source": [ "import qiskit_metal as metal\n", "import numpy as np\n", "from math import *\n", "from qiskit_metal import designs, draw, Dict\n", "from qiskit_metal.qlibrary.core import BaseQubit, QComponent" ] }, { "cell_type": "markdown", "id": "a9e25057", "metadata": {}, "source": [ "Next we import the GUI" ] }, { "cell_type": "code", "execution_count": 3, "id": "endangered-saying", "metadata": {}, "outputs": [], "source": [ "from qiskit_metal import MetalGUI" ] }, { "cell_type": "markdown", "id": "5bf14a49", "metadata": {}, "source": [ "A QDesign class must be instantiated each time a new quantum circuit design is created. The design class `DesignPlanar` is best for 2D circuit designs." ] }, { "cell_type": "code", "execution_count": 4, "id": "civil-characteristic", "metadata": {}, "outputs": [], "source": [ "design = designs.DesignPlanar()\n", "gui = MetalGUI(design)\n", "gui.rebuild() " ] }, { "cell_type": "markdown", "id": "99f5beef", "metadata": {}, "source": [ "# A Star Qubit\n", "\n", "You can create a ready-made star qubit from the QComponent Library, qiskit_metal.qlibrary.qubits. star_qubit.py is the file containing our qubit so StarQubit is the module we import. \n" ] }, { "cell_type": "code", "execution_count": 5, "id": "913c82b8", "metadata": {}, "outputs": [], "source": [ "from qiskit_metal.qlibrary.qubits.star_qubit import StarQubit" ] }, { "cell_type": "code", "execution_count": 6, "id": "b47cbef4", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'radius': '300um',\n", " 'center_radius': '100um',\n", " 'gap_couplers': '25um',\n", " 'gap_readout': '10um',\n", " 'connector_length': '75um',\n", " 'trap_offset': '20um',\n", " 'junc_h': '30um',\n", " 'rotation1': '0.0',\n", " 'rotation2': '72.0',\n", " 'rotation3': '144.0',\n", " 'rotation4': '216.0',\n", " 'rotation5': '288.0',\n", " 'pos_x': '0um',\n", " 'pos_y': '0um',\n", " 'number_of_connectors': '4',\n", " 'resolution': '16',\n", " 'cap_style': 'round',\n", " 'subtract': 'False',\n", " 'helper': 'False',\n", " 'chip': 'main',\n", " 'layer': '1'}" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# The following default_options can be overridden by user.\n", "StarQubit.get_template_options(design)" ] }, { "cell_type": "code", "execution_count": 7, "id": "b01be30b", "metadata": {}, "outputs": [], "source": [ "# To force overwrite a QComponent with an existing name. \n", "# This is useful when re-running cells in a notebook. \n", "design.overwrite_enabled = True" ] }, { "cell_type": "markdown", "id": "96a19309", "metadata": {}, "source": [ "Let us place the qubit at (x,y) =(5,5), and change the default rotation values. As this design is meant to have up to 5 contacts including one readout and up to 4 coupling resonators, these angles should be 72 degrees apart. However, the number of connectors may be changed to any value between 0 and 4." ] }, { "cell_type": "code", "execution_count": 8, "id": "a3926220", "metadata": { "scrolled": true }, "outputs": [], "source": [ "qubit_options = dict(\n", " pos_x = '5um',\n", " pos_y = '5um', \n", " number_of_connectors = 4 # Change the number of connectors\n", ")\n", "\n", "# Create a new Concentric Transmon object with name 'Q1' \n", "q1 = StarQubit(design, 'Star', options=qubit_options)\n", "\n", "gui.rebuild() # rebuild the design and plot \n", "gui.autoscale() #resize GUI to see QComponent\n", "gui.zoom_on_components(['Star']) #Can also gui.zoom_on_components([q1.name])" ] }, { "cell_type": "code", "execution_count": 9, "id": "rotary-charity", "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/plain": [ "\u001b[95m\u001b[1mname: \u001b[94m\u001b[1mStar\u001b[0m\n", "\u001b[95m\u001b[1mclass: \u001b[94m\u001b[1mStarQubit \u001b[0m\n", "\u001b[95m\u001b[1moptions: \u001b[0m\n", " 'radius' : '300um', \n", " 'center_radius' : '100um', \n", " 'gap_couplers' : '25um', \n", " 'gap_readout' : '10um', \n", " 'connector_length' : '75um', \n", " 'trap_offset' : '20um', \n", " 'junc_h' : '30um', \n", " 'rotation1' : '0.0', \n", " 'rotation2' : '72.0', \n", " 'rotation3' : '144.0', \n", " 'rotation4' : '216.0', \n", " 'rotation5' : '288.0', \n", " 'pos_x' : '5um', \n", " 'pos_y' : '5um', \n", " 'number_of_connectors': 4, \n", " 'resolution' : '16', \n", " 'cap_style' : 'round', \n", " 'subtract' : 'False', \n", " 'helper' : 'False', \n", " 'chip' : 'main', \n", " 'layer' : '1', \n", "\u001b[95m\u001b[1mmodule: \u001b[94m\u001b[1mqiskit_metal.qlibrary.qubits.star_qubit\u001b[0m\n", "\u001b[95m\u001b[1mid: \u001b[94m\u001b[1m1\u001b[0m" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "#Let's see what the Q1 object looks like\n", "\n", "q1 #print Q1 information" ] }, { "cell_type": "code", "execution_count": 10, "id": "bca963d5", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": { "image/png": { "width": 500 } }, "output_type": "display_data" } ], "source": [ "#Save screenshot as a .png formatted file.\n", "gui.screenshot()" ] }, { "cell_type": "code", "execution_count": 11, "id": "fe6d25d6", "metadata": { "tags": [ "nbsphinx-thumbnail" ] }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": { "image/png": { "width": 500 } }, "output_type": "display_data" } ], "source": [ "# Screenshot the canvas only as a .png formatted file.\n", "gui.figure.savefig('shot.png')\n", "\n", "from IPython.display import Image, display\n", "_disp_ops = dict(width=500)\n", "display(Image('shot.png', **_disp_ops))" ] }, { "cell_type": "markdown", "id": "9a8beab7", "metadata": {}, "source": [ "# Closing the Qiskit Metal GUI" ] }, { "cell_type": "code", "execution_count": 12, "id": "6b79072d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "True" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gui.main_window.close()" ] } ], "metadata": { "celltoolbar": "Tags", "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": "3.9.5" } }, "nbformat": 4, "nbformat_minor": 5 }