{
"cells": [
{
"cell_type": "markdown",
"id": "3a3f29b5",
"metadata": {},
"source": [
"# 1.1 Quick start"
]
},
{
"cell_type": "markdown",
"id": "7fb27b941602401d91542211134fc71a",
"metadata": {},
"source": [
"[](https://colab.research.google.com/github/qiskit-community/qiskit-metal/blob/main/tutorials/1%20Overview/1.1%20Quick%20start.ipynb)\n",
"[](https://mybinder.org/v2/gh/qiskit-community/qiskit-metal/main?labpath=tutorials%2F1%20Overview%2F1.1%20Quick%20start.ipynb)\n",
"\n",
"> \ud83d\udca1 **Running in Colab or Binder?** Skip the desktop GUI install \u2014 the cell below grabs the lite (no-Qt) wheel, and `qm.gui(design)` auto-picks an inline matplotlib viewer with the same API (`gui.rebuild()`, `gui.screenshot()`, `gui.edit_component(...)`) as the desktop `MetalGUI`."
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "acae54e37e7d407bbb7b55eff062a284",
"metadata": {},
"outputs": [],
"source": [
"# In Colab / Binder, uncomment to install Quantum Metal (lite, no Qt).\n",
"# Locally you should already have it via `pip install quantum-metal` or\n",
"# `pip install 'quantum-metal[gui]'` for the desktop GUI.\n",
"# !pip install -q quantum-metal"
]
},
{
"cell_type": "markdown",
"id": "94fe9913",
"metadata": {},
"source": [
"## Import Qiskit Metal"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "77688ebc",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"
Welcome to Qiskit Metal! \n",
" "
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import qiskit_metal as metal\n",
"import qiskit_metal as qm # alias used by qm.gui / qm.view\n",
"from qiskit_metal import designs, draw\n",
"from qiskit_metal import Dict, open_docs\n",
"\n",
"%metal_heading Welcome to Qiskit Metal!"
]
},
{
"cell_type": "markdown",
"id": "6c5f481e",
"metadata": {},
"source": [
"## My first Quantum Design (QDesign)\n",
"\n",
"A ``QDesign`` is the canvas that holds your chip components. Start with the planar variant:\n",
"\n",
"```python\n",
"design = designs.DesignPlanar()\n",
"gui = qm.gui(design)\n",
"```\n",
"\n",
"``qm.gui(design)`` is a factory: it returns the desktop ``MetalGUI`` when you have PySide6 and a display, and an inline matplotlib viewer (``MetalGUIHeadless``) otherwise. The same ``gui.*`` API works in both.\n",
"\n",
"Run the cells below to instantiate a design and view it. The chip starts empty \u2014 let's add a qubit."
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "b3d30573",
"metadata": {},
"outputs": [],
"source": [
"design = designs.DesignPlanar()\n",
"gui = qm.gui(design) # Qt locally, inline matplotlib in Colab/Binder"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "1769a5e1",
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {
"image/png": {
"width": 500
}
},
"output_type": "display_data"
}
],
"source": [
"gui.screenshot()"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "a980a680",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" Hello Quantum World! \n",
" "
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"%metal_heading Hello Quantum World!"
]
},
{
"cell_type": "markdown",
"id": "bdde3245",
"metadata": {},
"source": [
"## My first QComponent \u2014 a transmon qubit\n",
"\n",
"Quantum Metal ships a ready-made transmon in ``qiskit_metal.qlibrary.qubits.transmon_pocket``. Adding one is a single line; the GUI refreshes automatically."
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "7d9edeaf",
"metadata": {},
"outputs": [],
"source": [
"# Select a QComponent to create (The QComponent is a python class named `TransmonPocket`)\n",
"from qiskit_metal.qlibrary.qubits.transmon_pocket import TransmonPocket\n",
"\n",
"# Create a new qcomponent object with name 'Q1'\n",
"q1 = TransmonPocket(design, \"Q1\")\n",
"gui.rebuild() # rebuild the design and plot"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "f18da3f6",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {
"image/png": {
"width": 500
}
},
"output_type": "display_data"
}
],
"source": [
"# save screenshot\n",
"gui.edit_component(\"Q1\")\n",
"gui.autoscale()\n",
"gui.screenshot()"
]
},
{
"cell_type": "markdown",
"id": "4831ca02",
"metadata": {},
"source": [
"Inspect the component we just created:"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "69b69c12",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"\u001b[95m\u001b[1mname: \u001b[94m\u001b[1mQ1\u001b[0m\n",
"\u001b[95m\u001b[1mclass: \u001b[94m\u001b[1mTransmonPocket \u001b[0m\n",
"\u001b[95m\u001b[1moptions: \u001b[0m\n",
" 'pos_x' : '0.0um', \n",
" 'pos_y' : '0.0um', \n",
" 'orientation' : '0.0', \n",
" 'chip' : 'main', \n",
" 'layer' : '1', \n",
" \u001b[1m'connection_pads' \u001b[0m: {\n",
" },\n",
" 'pad_gap' : '30um', \n",
" 'inductor_width' : '20um', \n",
" 'pad_width' : '455um', \n",
" 'pad_height' : '90um', \n",
" 'pocket_width' : '650um', \n",
" 'pocket_height' : '650um', \n",
" 'hfss_wire_bonds' : False, \n",
" 'q3d_wire_bonds' : False, \n",
" 'aedt_q3d_wire_bonds': False, \n",
" 'aedt_hfss_wire_bonds': False, \n",
" 'hfss_inductance' : '10nH', \n",
" 'hfss_capacitance' : 0, \n",
" 'hfss_resistance' : 0, \n",
" 'hfss_mesh_kw_jj' : 7e-06, \n",
" 'q3d_inductance' : '10nH', \n",
" 'q3d_capacitance' : 0, \n",
" 'q3d_resistance' : 0, \n",
" 'q3d_mesh_kw_jj' : 7e-06, \n",
" 'gds_cell_name' : 'my_other_junction', \n",
" 'aedt_q3d_inductance': 1e-08, \n",
" 'aedt_q3d_capacitance': 0, \n",
" 'aedt_hfss_inductance': 1e-08, \n",
" 'aedt_hfss_capacitance': 0, \n",
"\u001b[95m\u001b[1mmodule: \u001b[94m\u001b[1mqiskit_metal.qlibrary.qubits.transmon_pocket\u001b[0m\n",
"\u001b[95m\u001b[1mid: \u001b[94m\u001b[1m1\u001b[0m"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"q1"
]
},
{
"cell_type": "markdown",
"id": "6a3e1fa6",
"metadata": {},
"source": [
"### Default options\n",
"\n",
"Every QComponent has a ``default_options`` dictionary. Quantum Metal parses these strings into numeric values during ``rebuild()``. You can change them through the GUI or the Python API \u2014 both call the same underlying setters."
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "46c68a65",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" \n",
" How do I edit options? API or GUI\n",
"
\n",
" "
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"%metal_print How do I edit options? API or GUI"
]
},
{
"cell_type": "markdown",
"id": "eff0025d",
"metadata": {},
"source": [
"Both paths converge: the GUI just calls the same API you'd write in a notebook."
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "04248fe8",
"metadata": {},
"outputs": [],
"source": [
"# Change options\n",
"q1.options.pos_x = \"0.5 mm\"\n",
"q1.options.pos_y = \"0.25 mm\"\n",
"q1.options.pad_height = \"225 um\"\n",
"q1.options.pad_width = \"250 um\"\n",
"q1.options.pad_gap = \"50 um\"\n",
"\n",
"# Update the geometry, since we changed the options\n",
"gui.rebuild()"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "0fc1a985",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {
"image/png": {
"width": 500
}
},
"output_type": "display_data"
}
],
"source": [
"gui.autoscale()\n",
"gui.screenshot()"
]
},
{
"cell_type": "markdown",
"id": "3fe08fc8",
"metadata": {},
"source": [
"## Compare before and after\n",
"\n",
"Design-as-code means every parameter change is immediate and visual. ``qm.view()`` renders into any matplotlib axes \u2014 drop two of them side-by-side to see what changed."
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "1c17c1d3",
"metadata": {},
"outputs": [],
"source": [
"import qiskit_metal as qm\n",
"import matplotlib.pyplot as plt\n",
"\n",
"# Record the original value so we can restore it\n",
"_orig_pad_width = q1.options.pad_width\n",
"\n",
"# Make a change\n",
"q1.options.pad_width = \"550 um\"\n",
"design.rebuild()\n",
"\n",
"# Side-by-side comparison rendered to a PNG so it displays inline in\n",
"# Jupyter regardless of which matplotlib backend the GUI activated\n",
"# (the desktop MetalGUI sets `QtAgg`, which doesn't render Figures\n",
"# directly into notebook cells; ``display(fig)`` falls back to a\n",
"# text repr otherwise).\n",
"fig, axes = plt.subplots(1, 2, figsize=(12, 5))\n",
"qm.view(\n",
" design,\n",
" components=[\"Q1\"],\n",
" title=f\"Original pad_width={_orig_pad_width}\",\n",
" ax=axes[0],\n",
")\n",
"qm.view(design, components=[\"Q1\"], title=\"Modified pad_width=550 um\", ax=axes[1])\n",
"plt.tight_layout()\n",
"\n",
"import io\n",
"from IPython.display import Image, display\n",
"\n",
"buf = io.BytesIO()\n",
"fig.savefig(buf, format=\"png\", bbox_inches=\"tight\", dpi=120)\n",
"plt.close(fig)\n",
"display(Image(buf.getvalue()))"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "d00002a0",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Restored pad_width to 250 um\n"
]
}
],
"source": [
"# Restore the original value before continuing\n",
"q1.options.pad_width = _orig_pad_width\n",
"design.rebuild()\n",
"print(f\"Restored pad_width to {q1.options.pad_width}\")"
]
},
{
"cell_type": "markdown",
"id": "6591fb21",
"metadata": {},
"source": [
"### Where are the QComponents stored?\n",
"\n",
"In ``design.components``. Access by name (``design.components['Q1']``) or attribute (``design.components.Q1``)."
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "c0ac89b8",
"metadata": {},
"outputs": [],
"source": [
"q1 = design.components[\"Q1\"]"
]
},
{
"cell_type": "code",
"execution_count": 16,
"id": "a6dede1e",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" \n",
" \"Where are the default options?\"\n",
"
\n",
" "
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"%metal_print \"Where are the default options?\""
]
},
{
"cell_type": "markdown",
"id": "3d15973c",
"metadata": {},
"source": [
"A QComponent is created with defaults. To inspect them without instantiating one, call ``QComponentClass.get_template_options(design)``."
]
},
{
"cell_type": "code",
"execution_count": 17,
"id": "b41ee49e",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'pos_x': '0.0um',\n",
" 'pos_y': '0.0um',\n",
" 'orientation': '0.0',\n",
" 'chip': 'main',\n",
" 'layer': '1',\n",
" 'connection_pads': {},\n",
" '_default_connection_pads': {'pad_gap': '15um',\n",
" 'pad_width': '125um',\n",
" 'pad_height': '30um',\n",
" 'pad_cpw_shift': '5um',\n",
" 'pad_cpw_extent': '25um',\n",
" 'cpw_width': 'cpw_width',\n",
" 'cpw_gap': 'cpw_gap',\n",
" 'cpw_extend': '100um',\n",
" 'pocket_extent': '5um',\n",
" 'pocket_rise': '65um',\n",
" 'loc_W': '+1',\n",
" 'loc_H': '+1'},\n",
" 'pad_gap': '30um',\n",
" 'inductor_width': '20um',\n",
" 'pad_width': '455um',\n",
" 'pad_height': '90um',\n",
" 'pocket_width': '650um',\n",
" 'pocket_height': '650um',\n",
" 'hfss_wire_bonds': False,\n",
" 'q3d_wire_bonds': False,\n",
" 'aedt_q3d_wire_bonds': False,\n",
" 'aedt_hfss_wire_bonds': False,\n",
" 'hfss_inductance': '10nH',\n",
" 'hfss_capacitance': 0,\n",
" 'hfss_resistance': 0,\n",
" 'hfss_mesh_kw_jj': 7e-06,\n",
" 'q3d_inductance': '10nH',\n",
" 'q3d_capacitance': 0,\n",
" 'q3d_resistance': 0,\n",
" 'q3d_mesh_kw_jj': 7e-06,\n",
" 'gds_cell_name': 'my_other_junction',\n",
" 'aedt_q3d_inductance': 1e-08,\n",
" 'aedt_q3d_capacitance': 0,\n",
" 'aedt_hfss_inductance': 1e-08,\n",
" 'aedt_hfss_capacitance': 0}"
]
},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"TransmonPocket.get_template_options(design)"
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "ae0a49f4",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" \n",
" How do I change the default options\n",
"
\n",
" "
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"%metal_print How do I change the default options"
]
},
{
"cell_type": "markdown",
"id": "83dd330c",
"metadata": {},
"source": [
"Two ways to set component options:\n",
"\n",
"- **Instance-level** \u2014 ``q1.options. = ...`` changes only ``q1``.\n",
"- **Class-level** \u2014 ``QComponent.default_options. = ...`` changes the default for every future component instance.\n",
"\n",
"The cell below demonstrates both and restores the class defaults at the end so the rest of the notebook isn't polluted."
]
},
{
"cell_type": "code",
"execution_count": 19,
"id": "1fffb646",
"metadata": {},
"outputs": [],
"source": [
"# Two different \"change the options\" patterns:\n",
"\n",
"# 1. Change THIS instance only \u2014 what the tutorial has been doing so far.\n",
"# Affects q1, not any future TransmonPocket you create.\n",
"q1.options.pos_x = \"0.5 mm\"\n",
"q1.options.pos_y = \"250 um\"\n",
"\n",
"# 2. Change the CLASS-LEVEL DEFAULTS \u2014 affects every TransmonPocket\n",
"# you instantiate after this point. The base ``QComponent.default_options``\n",
"# dict carries ``pos_x``/``pos_y``; component subclasses inherit them.\n",
"# (To change a TransmonPocket-specific default like ``pad_width``,\n",
"# edit ``TransmonPocket.default_options.pad_width`` instead.)\n",
"from qiskit_metal.qlibrary.core import QComponent\n",
"\n",
"QComponent.default_options.pos_x = \"0.5 mm\"\n",
"QComponent.default_options.pos_y = \"250 um\"\n",
"\n",
"# Rebuild for changes to propagate\n",
"gui.rebuild()\n",
"\n",
"# Reset class defaults so the rest of the notebook doesn't see them.\n",
"QComponent.default_options.pos_x = \"0.0um\"\n",
"QComponent.default_options.pos_y = \"0.0um\""
]
},
{
"cell_type": "code",
"execution_count": 20,
"id": "3876e82d",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" \n",
" How do I work with units?
(parse options and values)\n",
"
\n",
" "
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"%metal_print How do I work with units?
(parse options and values)"
]
},
{
"cell_type": "markdown",
"id": "92e35fae",
"metadata": {},
"source": [
"### Parsing strings into floats\n",
"\n",
"Quantum Metal accepts options as strings with units (``\"250 um\"``, ``\"0.5 mm\"``). Use ``design.parse_value`` or any component's ``.parse_value`` to convert."
]
},
{
"cell_type": "code",
"execution_count": 21,
"id": "886f5a40",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Design default units for length: mm\n",
"\n",
"Example 250 micron parsed to design units: 0.25 mm\n",
"\n",
"Example parse dict: {'key_in_cm': 12.0, 'key_in_microns': 0.05}\n",
"\n",
"Example parse list: [1000.0, 1, 0.001, 1.0000000000000002e-06]\n"
]
}
],
"source": [
"print(\"Design default units for length: \", design.get_units())\n",
"print(\n",
" \"\\nExample 250 micron parsed to design units:\",\n",
" design.parse_value(\"250 um\"),\n",
" design.get_units(),\n",
")\n",
"\n",
"dictionary = {\"key_in_cm\": \"1.2 cm\", \"key_in_microns\": \"50 um\"}\n",
"print(\"\\nExample parse dict:\", design.parse_value(dictionary))\n",
"\n",
"a_list = [\"1m\", \"1mm\", \"1um\", \"1 nm\"]\n",
"print(\"\\nExample parse list:\", design.parse_value(a_list))"
]
},
{
"cell_type": "markdown",
"id": "0d2d48e6",
"metadata": {},
"source": [
"### Arithmetic in option strings"
]
},
{
"cell_type": "code",
"execution_count": 22,
"id": "d13dc117",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"0.004"
]
},
"execution_count": 22,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"design.parse_value(\"2 * 2um\")"
]
},
{
"cell_type": "code",
"execution_count": 23,
"id": "b18670ce",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"0.007"
]
},
"execution_count": 23,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"design.parse_value(\"2um + 5um\")"
]
},
{
"cell_type": "code",
"execution_count": 24,
"id": "97f8bc3d",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" component | \n",
" name | \n",
" geometry | \n",
" layer | \n",
" subtract | \n",
" helper | \n",
" chip | \n",
" width | \n",
" hfss_inductance | \n",
" hfss_capacitance | \n",
" ... | \n",
" hfss_mesh_kw_jj | \n",
" q3d_inductance | \n",
" q3d_capacitance | \n",
" q3d_resistance | \n",
" q3d_mesh_kw_jj | \n",
" gds_cell_name | \n",
" aedt_q3d_inductance | \n",
" aedt_q3d_capacitance | \n",
" aedt_hfss_inductance | \n",
" aedt_hfss_capacitance | \n",
"
\n",
" \n",
" \n",
" \n",
" | 0 | \n",
" 1 | \n",
" rect_jj | \n",
" LINESTRING (0.5 0.225, 0.5 0.275) | \n",
" 1 | \n",
" False | \n",
" False | \n",
" main | \n",
" 0.02 | \n",
" 10nH | \n",
" 0 | \n",
" ... | \n",
" 0.000007 | \n",
" 10nH | \n",
" 0 | \n",
" 0 | \n",
" 0.000007 | \n",
" my_other_junction | \n",
" 1.000000e-08 | \n",
" 0 | \n",
" 1.000000e-08 | \n",
" 0 | \n",
"
\n",
" \n",
"
\n",
"
1 rows \u00d7 21 columns
\n",
"
"
],
"text/plain": [
" component name geometry layer subtract \\\n",
"0 1 rect_jj LINESTRING (0.5 0.225, 0.5 0.275) 1 False \n",
"\n",
" helper chip width hfss_inductance hfss_capacitance ... \\\n",
"0 False main 0.02 10nH 0 ... \n",
"\n",
" hfss_mesh_kw_jj q3d_inductance q3d_capacitance q3d_resistance \\\n",
"0 0.000007 10nH 0 0 \n",
"\n",
" q3d_mesh_kw_jj gds_cell_name aedt_q3d_inductance \\\n",
"0 0.000007 my_other_junction 1.000000e-08 \n",
"\n",
" aedt_q3d_capacitance aedt_hfss_inductance aedt_hfss_capacitance \n",
"0 0 1.000000e-08 0 \n",
"\n",
"[1 rows x 21 columns]"
]
},
"execution_count": 24,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"design.qgeometry.tables[\"junction\"]"
]
},
{
"cell_type": "code",
"execution_count": 71,
"id": "b5c3969e",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" The geometry of QComponent: QGeometry \n",
" "
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"%metal_heading The geometry of QComponent: QGeometry"
]
},
{
"cell_type": "markdown",
"id": "c96a16f7",
"metadata": {},
"source": [
"### Bounding box\n",
"\n",
"``q1.qgeometry_bounds()`` returns ``(xmin, ymin, xmax, ymax)`` for the component's geometry."
]
},
{
"cell_type": "code",
"execution_count": 72,
"id": "3b02941a",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Q1 : [ 2.125 -0.325 2.975 0.325]\n",
"Q2 : [-0.325 -1.325 0.325 -0.475]\n",
"Q3 : [-2.975 -0.325 -2.125 0.325]\n",
"Q4 : [-0.325 0.475 0.325 1.325]\n",
"cpw1 : [ 0.2025 -0.63618364 2.125 -0.06881636]\n",
"cpw2 : [-2.125 -0.64243364 -0.2025 -0.06256636]\n",
"cpw3 : [-2.125 0.06881636 -0.2025 0.63618364]\n",
"cpw4 : [0.2025 0.06256636 2.125 0.64243364]\n",
"spiral : [0.28 1.83 0.988 2.538]\n",
"spiral_cut : [0.28 1.83 0.988 2.538]\n",
"cpw_s1 : [0.2025 1.325 0.28 1.83 ]\n",
"ngon : [-1.08339511 1.79033236 -0.60851854 2.24965738]\n",
"ngon_negative : [-1.17675315 1.7064653 -0.51192596 2.34952034]\n",
"CircleRaster : [-1.8 1.7 -1.2 2.3]\n",
"RectangleHollow : [-2.55 1.85 -2.05 2.15]\n"
]
}
],
"source": [
"for name, qcomponent in design.components.items():\n",
" print(f\"{name:10s} : {qcomponent.qgeometry_bounds()}\")"
]
},
{
"cell_type": "markdown",
"id": "c4c093aa",
"metadata": {},
"source": [
"### What is QGeometry?"
]
},
{
"cell_type": "markdown",
"id": "087010a2",
"metadata": {},
"source": [
"Each QComponent contributes one or more shapely geometries to the design. They're grouped by kind \u2014 ``poly``, ``path``, ``junction`` \u2014 accessible via ``qgeometry_table(kind)``."
]
},
{
"cell_type": "code",
"execution_count": 73,
"id": "724900a7",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" component | \n",
" name | \n",
" geometry | \n",
" layer | \n",
" subtract | \n",
" helper | \n",
" chip | \n",
" fillet | \n",
"
\n",
" \n",
" \n",
" \n",
" | 0 | \n",
" 3 | \n",
" pad_top | \n",
" POLYGON ((2.325 0.015, 2.775 0.015, 2.775 0.10... | \n",
" 1 | \n",
" False | \n",
" False | \n",
" main | \n",
" NaN | \n",
"
\n",
" \n",
" | 1 | \n",
" 3 | \n",
" pad_bot | \n",
" POLYGON ((2.325 -0.105, 2.775 -0.105, 2.775 -0... | \n",
" 1 | \n",
" False | \n",
" False | \n",
" main | \n",
" NaN | \n",
"
\n",
" \n",
" | 2 | \n",
" 3 | \n",
" rect_pk | \n",
" POLYGON ((2.225 -0.325, 2.875 -0.325, 2.875 0.... | \n",
" 1 | \n",
" True | \n",
" False | \n",
" main | \n",
" NaN | \n",
"
\n",
" \n",
" | 3 | \n",
" 3 | \n",
" a_connector_pad | \n",
" POLYGON ((2.65 0.12, 2.775 0.12, 2.775 0.15, 2... | \n",
" 1 | \n",
" False | \n",
" False | \n",
" main | \n",
" NaN | \n",
"
\n",
" \n",
" | 4 | \n",
" 3 | \n",
" b_connector_pad | \n",
" POLYGON ((2.45 0.12, 2.325 0.12, 2.325 0.15, 2... | \n",
" 1 | \n",
" False | \n",
" False | \n",
" main | \n",
" NaN | \n",
"
\n",
" \n",
" | 5 | \n",
" 3 | \n",
" c_connector_pad | \n",
" POLYGON ((2.575 -0.12, 2.775 -0.12, 2.775 -0.1... | \n",
" 1 | \n",
" False | \n",
" False | \n",
" main | \n",
" NaN | \n",
"
\n",
" \n",
" | 6 | \n",
" 3 | \n",
" d_connector_pad | \n",
" POLYGON ((2.45 -0.12, 2.325 -0.12, 2.325 -0.17... | \n",
" 1 | \n",
" False | \n",
" False | \n",
" main | \n",
" NaN | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" component name \\\n",
"0 3 pad_top \n",
"1 3 pad_bot \n",
"2 3 rect_pk \n",
"3 3 a_connector_pad \n",
"4 3 b_connector_pad \n",
"5 3 c_connector_pad \n",
"6 3 d_connector_pad \n",
"\n",
" geometry layer subtract helper \\\n",
"0 POLYGON ((2.325 0.015, 2.775 0.015, 2.775 0.10... 1 False False \n",
"1 POLYGON ((2.325 -0.105, 2.775 -0.105, 2.775 -0... 1 False False \n",
"2 POLYGON ((2.225 -0.325, 2.875 -0.325, 2.875 0.... 1 True False \n",
"3 POLYGON ((2.65 0.12, 2.775 0.12, 2.775 0.15, 2... 1 False False \n",
"4 POLYGON ((2.45 0.12, 2.325 0.12, 2.325 0.15, 2... 1 False False \n",
"5 POLYGON ((2.575 -0.12, 2.775 -0.12, 2.775 -0.1... 1 False False \n",
"6 POLYGON ((2.45 -0.12, 2.325 -0.12, 2.325 -0.17... 1 False False \n",
"\n",
" chip fillet \n",
"0 main NaN \n",
"1 main NaN \n",
"2 main NaN \n",
"3 main NaN \n",
"4 main NaN \n",
"5 main NaN \n",
"6 main NaN "
]
},
"execution_count": 73,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"q1.qgeometry_table(\"poly\")"
]
},
{
"cell_type": "markdown",
"id": "9014a990",
"metadata": {},
"source": [
"``path`` geometries are lines with a width:"
]
},
{
"cell_type": "code",
"execution_count": 74,
"id": "6a2cb157",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" component | \n",
" name | \n",
" geometry | \n",
" layer | \n",
" subtract | \n",
" helper | \n",
" chip | \n",
" width | \n",
" fillet | \n",
" hfss_wire_bonds | \n",
" q3d_wire_bonds | \n",
" aedt_q3d_wire_bonds | \n",
" aedt_hfss_wire_bonds | \n",
"
\n",
" \n",
" \n",
" \n",
" | 0 | \n",
" 3 | \n",
" a_wire | \n",
" LINESTRING (2.775 0.1375, 2.8 0.1375, 2.87 0.2... | \n",
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"
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" | 1 | \n",
" 3 | \n",
" a_wire_sub | \n",
" LINESTRING (2.775 0.1375, 2.8 0.1375, 2.87 0.2... | \n",
" 1 | \n",
" True | \n",
" False | \n",
" main | \n",
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" NaN | \n",
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"
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" 3 | \n",
" b_wire | \n",
" LINESTRING (2.325 0.1375, 2.3 0.1375, 2.23 0.2... | \n",
" 1 | \n",
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"
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" | 3 | \n",
" 3 | \n",
" b_wire_sub | \n",
" LINESTRING (2.325 0.1375, 2.3 0.1375, 2.23 0.2... | \n",
" 1 | \n",
" True | \n",
" False | \n",
" main | \n",
" 0.049 | \n",
" NaN | \n",
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" False | \n",
" False | \n",
" False | \n",
"
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" \n",
" | 4 | \n",
" 3 | \n",
" c_wire | \n",
" LINESTRING (2.775 -0.1375, 2.8 -0.1375, 2.87 -... | \n",
" 1 | \n",
" False | \n",
" False | \n",
" main | \n",
" 0.025 | \n",
" NaN | \n",
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" False | \n",
"
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" \n",
" | 5 | \n",
" 3 | \n",
" c_wire_sub | \n",
" LINESTRING (2.775 -0.1375, 2.8 -0.1375, 2.87 -... | \n",
" 1 | \n",
" True | \n",
" False | \n",
" main | \n",
" 0.049 | \n",
" NaN | \n",
" False | \n",
" False | \n",
" False | \n",
" False | \n",
"
\n",
" \n",
" | 6 | \n",
" 3 | \n",
" d_wire | \n",
" LINESTRING (2.325 -0.1375, 2.3 -0.1375, 2.23 -... | \n",
" 1 | \n",
" False | \n",
" False | \n",
" main | \n",
" 0.025 | \n",
" NaN | \n",
" False | \n",
" False | \n",
" False | \n",
" False | \n",
"
\n",
" \n",
" | 7 | \n",
" 3 | \n",
" d_wire_sub | \n",
" LINESTRING (2.325 -0.1375, 2.3 -0.1375, 2.23 -... | \n",
" 1 | \n",
" True | \n",
" False | \n",
" main | \n",
" 0.049 | \n",
" NaN | \n",
" False | \n",
" False | \n",
" False | \n",
" False | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" component name geometry \\\n",
"0 3 a_wire LINESTRING (2.775 0.1375, 2.8 0.1375, 2.87 0.2... \n",
"1 3 a_wire_sub LINESTRING (2.775 0.1375, 2.8 0.1375, 2.87 0.2... \n",
"2 3 b_wire LINESTRING (2.325 0.1375, 2.3 0.1375, 2.23 0.2... \n",
"3 3 b_wire_sub LINESTRING (2.325 0.1375, 2.3 0.1375, 2.23 0.2... \n",
"4 3 c_wire LINESTRING (2.775 -0.1375, 2.8 -0.1375, 2.87 -... \n",
"5 3 c_wire_sub LINESTRING (2.775 -0.1375, 2.8 -0.1375, 2.87 -... \n",
"6 3 d_wire LINESTRING (2.325 -0.1375, 2.3 -0.1375, 2.23 -... \n",
"7 3 d_wire_sub LINESTRING (2.325 -0.1375, 2.3 -0.1375, 2.23 -... \n",
"\n",
" layer subtract helper chip width fillet hfss_wire_bonds \\\n",
"0 1 False False main 0.025 NaN False \n",
"1 1 True False main 0.049 NaN False \n",
"2 1 False False main 0.025 NaN False \n",
"3 1 True False main 0.049 NaN False \n",
"4 1 False False main 0.025 NaN False \n",
"5 1 True False main 0.049 NaN False \n",
"6 1 False False main 0.025 NaN False \n",
"7 1 True False main 0.049 NaN False \n",
"\n",
" q3d_wire_bonds aedt_q3d_wire_bonds aedt_hfss_wire_bonds \n",
"0 False False False \n",
"1 False False False \n",
"2 False False False \n",
"3 False False False \n",
"4 False False False \n",
"5 False False False \n",
"6 False False False \n",
"7 False False False "
]
},
"execution_count": 74,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"q1.qgeometry_table(\"path\")"
]
},
{
"cell_type": "markdown",
"id": "eae3ec7c",
"metadata": {},
"source": [
"``junction`` geometries hold Josephson-junction placement, defined by a ``LineString`` and a width."
]
},
{
"cell_type": "code",
"execution_count": 75,
"id": "1aa4794b",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" component | \n",
" name | \n",
" geometry | \n",
" layer | \n",
" subtract | \n",
" helper | \n",
" chip | \n",
" width | \n",
" hfss_inductance | \n",
" hfss_capacitance | \n",
" ... | \n",
" hfss_mesh_kw_jj | \n",
" q3d_inductance | \n",
" q3d_capacitance | \n",
" q3d_resistance | \n",
" q3d_mesh_kw_jj | \n",
" gds_cell_name | \n",
" aedt_q3d_inductance | \n",
" aedt_q3d_capacitance | \n",
" aedt_hfss_inductance | \n",
" aedt_hfss_capacitance | \n",
"
\n",
" \n",
" \n",
" \n",
" | 0 | \n",
" 3 | \n",
" rect_jj | \n",
" LINESTRING (2.55 -0.015, 2.55 0.015) | \n",
" 1 | \n",
" False | \n",
" False | \n",
" main | \n",
" 0.02 | \n",
" 10nH | \n",
" 0 | \n",
" ... | \n",
" 0.000007 | \n",
" 10nH | \n",
" 0 | \n",
" 0 | \n",
" 0.000007 | \n",
" my_other_junction | \n",
" 1.000000e-08 | \n",
" 0 | \n",
" 1.000000e-08 | \n",
" 0 | \n",
"
\n",
" \n",
"
\n",
"
1 rows \u00d7 21 columns
\n",
"
"
],
"text/plain": [
" component name geometry layer subtract \\\n",
"0 3 rect_jj LINESTRING (2.55 -0.015, 2.55 0.015) 1 False \n",
"\n",
" helper chip width hfss_inductance hfss_capacitance ... \\\n",
"0 False main 0.02 10nH 0 ... \n",
"\n",
" hfss_mesh_kw_jj q3d_inductance q3d_capacitance q3d_resistance \\\n",
"0 0.000007 10nH 0 0 \n",
"\n",
" q3d_mesh_kw_jj gds_cell_name aedt_q3d_inductance \\\n",
"0 0.000007 my_other_junction 1.000000e-08 \n",
"\n",
" aedt_q3d_capacitance aedt_hfss_inductance aedt_hfss_capacitance \n",
"0 0 1.000000e-08 0 \n",
"\n",
"[1 rows x 21 columns]"
]
},
"execution_count": 75,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"q1.qgeometry_table(\"junction\")"
]
},
{
"cell_type": "markdown",
"id": "a740da4e",
"metadata": {},
"source": [
"### Advanced \u2014 arrays and expressions\n",
"\n",
"Option strings support pythonic ``ast.literal_eval`` \u2014 you can embed lists, tuples, and arithmetic, all parsed lazily."
]
},
{
"cell_type": "code",
"execution_count": 25,
"id": "f809a7bd",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"* * * * * * * * * * LIST * * * * * * * * * * \n",
"\n",
"Parsed output:\n",
" [1,2,3,'10um'] -> [1, 2, 3, 0.01] \n",
" Out type: \n",
"\n",
"Parsed output:\n",
" ['2*2um', '2um + 5um'] -> [0.004, 0.007] \n",
" Out type: \n",
"\n",
"* * * * * * * * * * DICT * * * * * * * * * * \n",
"\n",
"Parsed output:\n",
" {'key1': '100um', 'key2': '1m'} -> {'key1': 0.1, 'key2': 1000.0} \n",
" Out type: \n",
"\n"
]
}
],
"source": [
"#### List\n",
"print(\"* \" * 10 + \" LIST \" + \"* \" * 10, \"\\n\")\n",
"str_in = \"[1,2,3,'10um']\"\n",
"out = design.parse_value(str_in)\n",
"print(f\"Parsed output:\\n {str_in} -> {out} \\n Out type: {type(out)}\\n\")\n",
"\n",
"str_in = \"['2*2um', '2um + 5um']\"\n",
"out = design.parse_value(str_in)\n",
"print(f\"Parsed output:\\n {str_in} -> {out} \\n Out type: {type(out)}\\n\")\n",
"\n",
"#### Dict\n",
"print(\"* \" * 10 + \" DICT \" + \"* \" * 10, \"\\n\")\n",
"\n",
"str_in = \"{'key1': '100um', 'key2': '1m'}\"\n",
"out = design.parse_value(str_in)\n",
"print(f\"Parsed output:\\n {str_in} -> {out} \\n Out type: {type(out)}\\n\")"
]
},
{
"cell_type": "markdown",
"id": "0162d879",
"metadata": {},
"source": [
"## Overwriting components"
]
},
{
"cell_type": "markdown",
"id": "fe7f9583",
"metadata": {},
"source": [
"By default, instantiating a component with an existing name raises. Enable overwrite for repeatable demos:"
]
},
{
"cell_type": "code",
"execution_count": 26,
"id": "176aba84",
"metadata": {},
"outputs": [],
"source": [
"design.overwrite_enabled = True"
]
},
{
"cell_type": "code",
"execution_count": 27,
"id": "f4ae7220",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" Quantum pins: QPins! \n",
" "
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"%metal_heading Quantum pins: QPins!"
]
},
{
"cell_type": "markdown",
"id": "6edb4043",
"metadata": {},
"source": [
"### QPins \u2014 the dynamic way to connect components\n",
"\n",
"A component designer can expose ``QPin`` endpoints. Pins let components link up: two transmons each expose a pin, a ``RouteMeander`` connects them into a CPW. Below, we recreate ``Q1`` with named connection pads."
]
},
{
"cell_type": "code",
"execution_count": 28,
"id": "7094a127",
"metadata": {},
"outputs": [],
"source": [
"from qiskit_metal.qlibrary.qubits.transmon_pocket import TransmonPocket\n",
"\n",
"design.delete_all_components()\n",
"\n",
"options = dict(\n",
" pad_width=\"425 um\",\n",
" pocket_height=\"650um\",\n",
" connection_pads=dict( # pin connectors\n",
" a=dict(loc_W=+1, loc_H=+1),\n",
" b=dict(loc_W=-1, loc_H=+1, pad_height=\"30um\"),\n",
" c=dict(loc_W=+1, loc_H=-1, pad_width=\"200um\"),\n",
" d=dict(loc_W=-1, loc_H=-1, pad_height=\"50um\"),\n",
" ),\n",
")\n",
"\n",
"q1 = TransmonPocket(\n",
" design, \"Q1\", options=dict(pos_x=\"+0.5mm\", pos_y=\"+0.5mm\", **options)\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 29,
"id": "9352462d",
"metadata": {
"nbsphinx-thumbnail": {}
},
"outputs": [
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {
"image/png": {
"width": 500
}
},
"output_type": "display_data"
}
],
"source": [
"# Take a screenshot with the component highlighted and the pins shown\n",
"gui.rebuild()\n",
"gui.autoscale()\n",
"gui.edit_component(\"Q1\")\n",
"gui.zoom_on_components([\"Q1\"])\n",
"gui.highlight_components([\"Q1\"])\n",
"gui.screenshot()"
]
},
{
"cell_type": "markdown",
"id": "9c228214",
"metadata": {},
"source": [
"Access a pin by name:"
]
},
{
"cell_type": "code",
"execution_count": 30,
"id": "2ccf034c",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'points': [array([0.925, 0.7 ]), array([0.925, 0.69 ])],\n",
" 'middle': array([0.925, 0.695]),\n",
" 'normal': array([1., 0.]),\n",
" 'tangent': array([0., 1.]),\n",
" 'width': 0.01,\n",
" 'gap': 0.006,\n",
" 'chip': 'main',\n",
" 'parent_name': 2,\n",
" 'net_id': 0,\n",
" 'length': 0}"
]
},
"execution_count": 30,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"q1.pins.a\n",
"q1.pins[\"a\"]"
]
},
{
"cell_type": "markdown",
"id": "07ac21e4",
"metadata": {},
"source": [
"### Editing component source from the API\n",
"\n",
"``gui.edit_component(\"Q1\")`` opens the Qt source editor in the desktop GUI. In the headless viewer it's a no-op \u2014 edit the source file directly and call ``gui.rebuild()``."
]
},
{
"cell_type": "code",
"execution_count": 31,
"id": "51e0864c",
"metadata": {},
"outputs": [],
"source": [
"gui.edit_component(\"Q1\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"---\n",
"\n",
"## What's next?\n",
"\n",
"You've placed a transmon, modified it, compared variants, connected two qubits with a CPW, and inspected geometry. Plenty for one tutorial.\n",
"\n",
"- **Want the concepts?** [1.2 Bird's eye view](./1.2-Bird's-eye-view-of-Quantum-Metal.ipynb) \u2014 what is a QDesign / QComponent / QRenderer, with diagrams.\n",
"- **Build the full chip:** [1.3 Build a 4-qubit chip](./1.3-Build-a-4-qubit-chip.ipynb) \u2014 ring layout, CPW routing, design variables.\n",
"- **Save & export:** [1.4 Saving & exporting](./1.4-Saving-Your-Chip-Design.ipynb) \u2014 `to_python_script()` + GDS for fabrication.\n",
"- **Browse every component:** [QComponent Gallery](../../qcomponents-gallery.rst) \u2014 visual catalog of every qubit, coupler, route, resonator, and termination.\n"
]
}
],
"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": "3.11.14"
}
},
"nbformat": 4,
"nbformat_minor": 5
}