{ "cells": [ { "cell_type": "markdown", "id": "f303e324", "metadata": {}, "source": [ "# Tutorial 1. Controlling a basic experiment using MeasurementControl\n", "\n", "```{seealso}\n", "The complete source code of this tutorial can be found in\n", "\n", "{nb-download}`Tutorial 1. Controlling a basic experiment using MeasurementControl.ipynb`\n", "```\n", "\n", "## Introduction\n", "\n", "Following this Tutorial requires familiarity with the **core concepts** of Quantify, we **highly recommended** to consult the (short) {ref}`User guide` before proceeding (see Quantify documentation). If you have some difficulties following the tutorial it might be worth reviewing the {ref}`User guide` !\n", "\n", "This tutorial covers the basic usage of Quantify focusing on running basic experiments using {class}`.MeasurementControl`.\n", "The {class}`.MeasurementControl` is the main {class}`~qcodes.instrument.Instrument` in charge of running any experiment.\n", "\n", "It takes care of saving the data in a standardized format as well as live plotting of the data during the experiment.\n", "Quantify makes a distinction between {ref}`Iterative` measurements and {ref}`Batched` measurements.\n", "\n", "In an {ref}`Iterative` measurement, the {class}`.MeasurementControl` processes each setpoint fully before advancing to the next.\n", "\n", "In a {ref}`Batched` measurement, the {class}`.MeasurementControl` processes setpoints in batches, for example triggering 10 samples and then reading those 10 outputs.\n", "This is useful in resource constrained or overhead heavy situations.\n", "\n", "Both measurement policies can be 1D, 2D or higher dimensional. Quantify also supports adaptive measurements in which the datapoints are determined during the measurement loop, which are explored in subsequent tutorials.\n", "\n", "This tutorial is structured as follows.\n", "In the first section we use a 1D Iterative loop to explain the flow of a basic experiment.\n", "We start by setting up a noisy cosine model to serve as our mock setup and then use the meas_ctrl to measure this.\n", "We then execute an analysis on the data from this experiment.\n", "\n", "### Import modules and instantiate the MeasurementControl" ] }, { "cell_type": "code", "execution_count": 1, "id": "c07d8c84", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "\n", "import quantify_core.visualization.pyqt_plotmon as pqm\n", "from quantify_core.analysis import base_analysis as ba\n", "from quantify_core.analysis import cosine_analysis as ca\n", "from quantify_core.data.handling import (\n", " default_datadir,\n", " set_datadir,\n", ")\n", "from quantify_core.measurement import MeasurementControl\n", "from quantify_core.utilities.examples_support import mk_cosine_instrument\n", "from quantify_core.utilities.experiment_helpers import create_plotmon_from_historical\n", "\n", "from quantify_core.utilities.inspect_utils import display_source_code\n", "from quantify_core.visualization.instrument_monitor import InstrumentMonitor\n" ] }, { "cell_type": "markdown", "id": "ef897f1e", "metadata": {}, "source": [ "Before instantiating any instruments or starting a measurement we change the\n", "directory in which the experiments are saved using the\n", "{meth}`~quantify_core.data.handling.set_datadir`\n", "\\[{meth}`~quantify_core.data.handling.get_datadir`\\] functions.\n", "\n", "----------------------------------------------------------------------------------------\n", "\n", "⚠️ **Warning!**\n", "\n", "We recommend always setting the directory at the start of the python kernel and stick\n", "to a single common data directory for all notebooks/experiments within your\n", "measurement setup/PC.\n", "\n", "The cell below sets a default data directory (`~/quantify-data` on Linux/macOS or\n", "`$env:USERPROFILE\\\\quantify-data` on Windows) for tutorial purposes. Change it to your\n", "desired data directory. The utilities to find/search/extract data only work if\n", "all the experiment containers are located within the same directory.\n", "\n", "----------------------------------------------------------------------------------------" ] }, { "cell_type": "code", "execution_count": 2, "id": "eb719e1f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Data will be saved in:\n", "/root/quantify-data\n" ] } ], "source": [ "set_datadir(default_datadir()) # change me!\n" ] }, { "cell_type": "code", "execution_count": 3, "id": "00fc671f", "metadata": {}, "outputs": [], "source": [ "meas_ctrl = MeasurementControl(\"meas_ctrl\")\n", "\n", "# Create the live plotting instrument which handles the graphical interface\n", "# Two windows will be created, the main will feature 1D plots and any 2D plots will go to the secondary\n", "plotmon = pqm.PlotMonitor_pyqt(\"plotmon\")\n", "# Connect the live plotting monitor to the measurement control\n", "meas_ctrl.instr_plotmon(plotmon.name)\n", "\n", "# The instrument monitor will give an overview of all parameters of all instruments\n", "insmon = InstrumentMonitor(\"InstrumentMonitor\")\n" ] }, { "cell_type": "markdown", "id": "7b509735", "metadata": {}, "source": [ "### Define a simple model\n", "\n", "We start by defining a simple model to mock our experiment setup (i.e. emulate physical setup for demonstration purposes).\n", "We will be generating a cosine with some normally distributed noise added on top of it." ] }, { "cell_type": "code", "execution_count": 4, "id": "5d563d01", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
def mk_cosine_instrument() -> Instrument:\n",
       "    """A container of parameters (mock instrument) providing a cosine model."""\n",
       "\n",
       "    instr = Instrument("ParameterHolder")\n",
       "\n",
       "    # ManualParameter's is a handy class that preserves the QCoDeS' Parameter\n",
       "    # structure without necessarily having a connection to the physical world\n",
       "    instr.add_parameter(\n",
       "        "amp",\n",
       "        initial_value=0.5,\n",
       "        unit="V",\n",
       "        label="Amplitude",\n",
       "        parameter_class=ManualParameter,\n",
       "    )\n",
       "    instr.add_parameter(\n",
       "        "freq",\n",
       "        initial_value=1,\n",
       "        unit="Hz",\n",
       "        label="Frequency",\n",
       "        parameter_class=ManualParameter,\n",
       "    )\n",
       "    instr.add_parameter(\n",
       "        "t", initial_value=1, unit="s", label="Time", parameter_class=ManualParameter\n",
       "    )\n",
       "    instr.add_parameter(\n",
       "        "phi",\n",
       "        initial_value=0,\n",
       "        unit="Rad",\n",
       "        label="Phase",\n",
       "        parameter_class=ManualParameter,\n",
       "    )\n",
       "    instr.add_parameter(\n",
       "        "noise_level",\n",
       "        initial_value=0.05,\n",
       "        unit="V",\n",
       "        label="Noise level",\n",
       "        parameter_class=ManualParameter,\n",
       "    )\n",
       "    instr.add_parameter(\n",
       "        "acq_delay", initial_value=0.02, unit="s", parameter_class=ManualParameter\n",
       "    )\n",
       "\n",
       "    def cosine_model():\n",
       "        sleep(instr.acq_delay())  # simulates the acquisition delay of an instrument\n",
       "        return (\n",
       "            cos_func(instr.t(), instr.freq(), instr.amp(), phase=instr.phi(), offset=0)\n",
       "            + np.random.randn() * instr.noise_level()\n",
       "        )\n",
       "\n",
       "    # Wrap our function in a Parameter to be able to associate metadata to it, e.g. unit\n",
       "    instr.add_parameter(\n",
       "        name="sig", label="Signal level", unit="V", get_cmd=cosine_model\n",
       "    )\n",
       "\n",
       "    return instr\n",
       "
\n" ], "text/latex": [ "\\begin{Verbatim}[commandchars=\\\\\\{\\}]\n", "\\PY{k}{def}\\PY{+w}{ }\\PY{n+nf}{mk\\PYZus{}cosine\\PYZus{}instrument}\\PY{p}{(}\\PY{p}{)} \\PY{o}{\\PYZhy{}}\\PY{o}{\\PYZgt{}} \\PY{n}{Instrument}\\PY{p}{:}\n", "\\PY{+w}{ }\\PY{l+s+sd}{\\PYZdq{}\\PYZdq{}\\PYZdq{}A container of parameters (mock instrument) providing a cosine model.\\PYZdq{}\\PYZdq{}\\PYZdq{}}\n", "\n", " \\PY{n}{instr} \\PY{o}{=} \\PY{n}{Instrument}\\PY{p}{(}\\PY{l+s+s2}{\\PYZdq{}}\\PY{l+s+s2}{ParameterHolder}\\PY{l+s+s2}{\\PYZdq{}}\\PY{p}{)}\n", "\n", " \\PY{c+c1}{\\PYZsh{} ManualParameter\\PYZsq{}s is a handy class that preserves the QCoDeS\\PYZsq{} Parameter}\n", " \\PY{c+c1}{\\PYZsh{} structure without necessarily having a connection to the physical world}\n", " \\PY{n}{instr}\\PY{o}{.}\\PY{n}{add\\PYZus{}parameter}\\PY{p}{(}\n", " \\PY{l+s+s2}{\\PYZdq{}}\\PY{l+s+s2}{amp}\\PY{l+s+s2}{\\PYZdq{}}\\PY{p}{,}\n", " \\PY{n}{initial\\PYZus{}value}\\PY{o}{=}\\PY{l+m+mf}{0.5}\\PY{p}{,}\n", " 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\\PY{l+s+s2}{\\PYZdq{}}\\PY{l+s+s2}{noise\\PYZus{}level}\\PY{l+s+s2}{\\PYZdq{}}\\PY{p}{,}\n", " \\PY{n}{initial\\PYZus{}value}\\PY{o}{=}\\PY{l+m+mf}{0.05}\\PY{p}{,}\n", " \\PY{n}{unit}\\PY{o}{=}\\PY{l+s+s2}{\\PYZdq{}}\\PY{l+s+s2}{V}\\PY{l+s+s2}{\\PYZdq{}}\\PY{p}{,}\n", " \\PY{n}{label}\\PY{o}{=}\\PY{l+s+s2}{\\PYZdq{}}\\PY{l+s+s2}{Noise level}\\PY{l+s+s2}{\\PYZdq{}}\\PY{p}{,}\n", " \\PY{n}{parameter\\PYZus{}class}\\PY{o}{=}\\PY{n}{ManualParameter}\\PY{p}{,}\n", " \\PY{p}{)}\n", " \\PY{n}{instr}\\PY{o}{.}\\PY{n}{add\\PYZus{}parameter}\\PY{p}{(}\n", " \\PY{l+s+s2}{\\PYZdq{}}\\PY{l+s+s2}{acq\\PYZus{}delay}\\PY{l+s+s2}{\\PYZdq{}}\\PY{p}{,} \\PY{n}{initial\\PYZus{}value}\\PY{o}{=}\\PY{l+m+mf}{0.02}\\PY{p}{,} \\PY{n}{unit}\\PY{o}{=}\\PY{l+s+s2}{\\PYZdq{}}\\PY{l+s+s2}{s}\\PY{l+s+s2}{\\PYZdq{}}\\PY{p}{,} \\PY{n}{parameter\\PYZus{}class}\\PY{o}{=}\\PY{n}{ManualParameter}\n", " \\PY{p}{)}\n", "\n", " \\PY{k}{def}\\PY{+w}{ }\\PY{n+nf}{cosine\\PYZus{}model}\\PY{p}{(}\\PY{p}{)}\\PY{p}{:}\n", " \\PY{n}{sleep}\\PY{p}{(}\\PY{n}{instr}\\PY{o}{.}\\PY{n}{acq\\PYZus{}delay}\\PY{p}{(}\\PY{p}{)}\\PY{p}{)} \\PY{c+c1}{\\PYZsh{} simulates the acquisition delay of an instrument}\n", " \\PY{k}{return} \\PY{p}{(}\n", " \\PY{n}{cos\\PYZus{}func}\\PY{p}{(}\\PY{n}{instr}\\PY{o}{.}\\PY{n}{t}\\PY{p}{(}\\PY{p}{)}\\PY{p}{,} \\PY{n}{instr}\\PY{o}{.}\\PY{n}{freq}\\PY{p}{(}\\PY{p}{)}\\PY{p}{,} \\PY{n}{instr}\\PY{o}{.}\\PY{n}{amp}\\PY{p}{(}\\PY{p}{)}\\PY{p}{,} \\PY{n}{phase}\\PY{o}{=}\\PY{n}{instr}\\PY{o}{.}\\PY{n}{phi}\\PY{p}{(}\\PY{p}{)}\\PY{p}{,} \\PY{n}{offset}\\PY{o}{=}\\PY{l+m+mi}{0}\\PY{p}{)}\n", " \\PY{o}{+} \\PY{n}{np}\\PY{o}{.}\\PY{n}{random}\\PY{o}{.}\\PY{n}{randn}\\PY{p}{(}\\PY{p}{)} \\PY{o}{*} \\PY{n}{instr}\\PY{o}{.}\\PY{n}{noise\\PYZus{}level}\\PY{p}{(}\\PY{p}{)}\n", " \\PY{p}{)}\n", "\n", " \\PY{c+c1}{\\PYZsh{} Wrap our function in a Parameter to be able to associate metadata to it, e.g. unit}\n", " \\PY{n}{instr}\\PY{o}{.}\\PY{n}{add\\PYZus{}parameter}\\PY{p}{(}\n", " \\PY{n}{name}\\PY{o}{=}\\PY{l+s+s2}{\\PYZdq{}}\\PY{l+s+s2}{sig}\\PY{l+s+s2}{\\PYZdq{}}\\PY{p}{,} \\PY{n}{label}\\PY{o}{=}\\PY{l+s+s2}{\\PYZdq{}}\\PY{l+s+s2}{Signal level}\\PY{l+s+s2}{\\PYZdq{}}\\PY{p}{,} \\PY{n}{unit}\\PY{o}{=}\\PY{l+s+s2}{\\PYZdq{}}\\PY{l+s+s2}{V}\\PY{l+s+s2}{\\PYZdq{}}\\PY{p}{,} \\PY{n}{get\\PYZus{}cmd}\\PY{o}{=}\\PY{n}{cosine\\PYZus{}model}\n", " \\PY{p}{)}\n", "\n", " \\PY{k}{return} \\PY{n}{instr}\n", "\\end{Verbatim}\n" ], "text/plain": [ "def mk_cosine_instrument() -> Instrument:\n", " \"\"\"A container of parameters (mock instrument) providing a cosine model.\"\"\"\n", "\n", " instr = Instrument(\"ParameterHolder\")\n", "\n", " # ManualParameter's is a handy class that preserves the QCoDeS' Parameter\n", " # structure without necessarily having a connection to the physical world\n", " instr.add_parameter(\n", " \"amp\",\n", " initial_value=0.5,\n", " unit=\"V\",\n", " label=\"Amplitude\",\n", " parameter_class=ManualParameter,\n", " )\n", " instr.add_parameter(\n", " \"freq\",\n", " initial_value=1,\n", " unit=\"Hz\",\n", " label=\"Frequency\",\n", " parameter_class=ManualParameter,\n", " )\n", " instr.add_parameter(\n", " \"t\", initial_value=1, unit=\"s\", label=\"Time\", parameter_class=ManualParameter\n", " )\n", " instr.add_parameter(\n", " \"phi\",\n", " initial_value=0,\n", " unit=\"Rad\",\n", " label=\"Phase\",\n", " parameter_class=ManualParameter,\n", " )\n", " instr.add_parameter(\n", " \"noise_level\",\n", " initial_value=0.05,\n", " unit=\"V\",\n", " label=\"Noise level\",\n", " parameter_class=ManualParameter,\n", " )\n", " instr.add_parameter(\n", " \"acq_delay\", initial_value=0.02, unit=\"s\", parameter_class=ManualParameter\n", " )\n", "\n", " def cosine_model():\n", " sleep(instr.acq_delay()) # simulates the acquisition delay of an instrument\n", " return (\n", " cos_func(instr.t(), instr.freq(), instr.amp(), phase=instr.phi(), offset=0)\n", " + np.random.randn() * instr.noise_level()\n", " )\n", "\n", " # Wrap our function in a Parameter to be able to associate metadata to it, e.g. unit\n", " instr.add_parameter(\n", " name=\"sig\", label=\"Signal level\", unit=\"V\", get_cmd=cosine_model\n", " )\n", "\n", " return instr" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# We create an instrument to contain all the parameters of our model to ensure\n", "# we have proper data logging.\n", "display_source_code(mk_cosine_instrument)\n" ] }, { "cell_type": "code", "execution_count": 5, "id": "6157bb2b", "metadata": {}, "outputs": [], "source": [ "pars = mk_cosine_instrument()\n" ] }, { "cell_type": "markdown", "id": "f42e02aa", "metadata": {}, "source": [ "Many experiments involving physical instruments are much slower than the time it takes to simulate our `cosine_model`, that is why we added a `sleep()` controlled by the `acq_delay`.\n", "\n", "This allows us to exemplify (later in the tutorial) some of the features of the meas_ctrl that would be imperceptible otherwise." ] }, { "cell_type": "code", "execution_count": 6, "id": "df9936fb", "metadata": {}, "outputs": [], "source": [ "# by setting this to a non-zero value we can see the live plotting in action for a slower experiment\n", "pars.acq_delay(0.0)\n" ] }, { "cell_type": "markdown", "id": "85faac5a", "metadata": {}, "source": [ "## A 1D Iterative loop\n", "\n", "### Running the 1D experiment\n", "\n", "The complete experiment is defined in just 4 lines of code. We specify what parameter we want to set, time `t` in this case, what points to measure at, and what parameter to measure.\n", "We then tell the {ref}`MeasurementControl` `meas_ctrl` to run which will return an {class}`~xarray.Dataset` object.\n", "\n", "We use the {class}`.Settable` and {class}`.Gettable` helper classes to ensure our parameters contain the correct attributes." ] }, { "cell_type": "code", "execution_count": 7, "id": "66f1d928", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting iterative measurement...\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "54f338d208e241e99f4229d4fc8dc028", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Completed: 0%| [ elapsed time: 00:00 | time left: ? ] it" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "meas_ctrl.settables(\n", " pars.t\n", ") # as a QCoDeS parameter, 't' obeys the JSON schema for a valid Settable and can be passed to the meas_ctrl directly.\n", "meas_ctrl.setpoints(np.linspace(0, 2, 50))\n", "meas_ctrl.gettables(\n", " pars.sig\n", ") # as a QCoDeS parameter, 'sig' obeys the JSON schema for a valid Gettable and can be passed to the meas_ctrl directly.\n", "dataset = meas_ctrl.run(\"Cosine test\")\n" ] }, { "cell_type": "code", "execution_count": 8, "id": "c68fcdcd", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "plotmon.main_QtPlot\n" ] }, { "cell_type": "code", "execution_count": 9, "id": "ff12b8b2", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "('20250528-190456-038-d83b30', 'Cosine test')" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# The dataset has a time-based unique identifier automatically assigned to it\n", "# The name of the experiment is stored as well\n", "dataset.attrs[\"tuid\"], dataset.attrs[\"name\"]\n" ] }, { "cell_type": "markdown", "id": "4e4e8604", "metadata": {}, "source": [ "The {ref}`dataset` is stored as an {class}`xarray.Dataset` (you can read more about xarray project at ).\n", "\n", "As shown below, a **Data variable** is assigned to each dimension of the settables and the gettable(s), following a format in which the settable takes the form x0, x1, etc. and the gettable(s) the form y0, y1, y2, etc.. You can click on the icons on the right to see the attributes of each variable and the values.\n", "\n", "See {ref}`data-storage` in the {ref}`User guide` for details." ] }, { "cell_type": "code", "execution_count": 10, "id": "f74fc466", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
<xarray.Dataset> Size: 800B\n",
       "Dimensions:  (dim_0: 50)\n",
       "Coordinates:\n",
       "    x0       (dim_0) float64 400B 0.0 0.04082 0.08163 0.1224 ... 1.918 1.959 2.0\n",
       "Dimensions without coordinates: dim_0\n",
       "Data variables:\n",
       "    y0       (dim_0) float64 400B 0.5009 0.5757 0.4393 ... 0.4288 0.4625 0.5583\n",
       "Attributes:\n",
       "    tuid:                             20250528-190456-038-d83b30\n",
       "    name:                             Cosine test\n",
       "    grid_2d:                          False\n",
       "    grid_2d_uniformly_spaced:         False\n",
       "    1d_2_settables_uniformly_spaced:  False
" ], "text/plain": [ " Size: 800B\n", "Dimensions: (dim_0: 50)\n", "Coordinates:\n", " x0 (dim_0) float64 400B 0.0 0.04082 0.08163 0.1224 ... 1.918 1.959 2.0\n", "Dimensions without coordinates: dim_0\n", "Data variables:\n", " y0 (dim_0) float64 400B 0.5009 0.5757 0.4393 ... 0.4288 0.4625 0.5583\n", "Attributes:\n", " tuid: 20250528-190456-038-d83b30\n", " name: Cosine test\n", " grid_2d: False\n", " grid_2d_uniformly_spaced: False\n", " 1d_2_settables_uniformly_spaced: False" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dataset\n" ] }, { "cell_type": "markdown", "id": "cf31058f", "metadata": {}, "source": [ "We can play with some live plotting options to see how the meas_ctrl behaves when changing the update interval." ] }, { "cell_type": "code", "execution_count": 11, "id": "54678ecd", "metadata": {}, "outputs": [], "source": [ "# By default the meas_ctrl updates the datafile and live plot every 0.1 seconds (and not faster) to reduce overhead.\n", "meas_ctrl.update_interval(\n", " 0.1\n", ") # Setting it even to 0.01 creates a dramatic slowdown, try it out!\n", "\n" ] }, { "cell_type": "markdown", "id": "589fa31f", "metadata": {}, "source": [ "In order to avoid an experiment being bottlenecked by the `update_interval` we recommend setting it between ~0.1-1.0 s for a comfortable refresh rate and good performance." ] }, { "cell_type": "code", "execution_count": 12, "id": "d361e9e1", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting iterative measurement...\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "d7a4201dce664cf78b382c1c3437d878", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Completed: 0%| [ elapsed time: 00:00 | time left: ? ] it" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "meas_ctrl.settables(pars.t)\n", "meas_ctrl.setpoints(np.linspace(0, 50, 1000))\n", "meas_ctrl.gettables(pars.sig)\n", "dataset = meas_ctrl.run(\"Many points live plot test\")\n" ] }, { "cell_type": "code", "execution_count": 13, "id": "b838768d", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "plotmon.main_QtPlot\n" ] }, { "cell_type": "code", "execution_count": 14, "id": "b8fb0eb8", "metadata": {}, "outputs": [], "source": [ "pars.noise_level(0) # let's disable noise from here on to get prettier figures\n" ] }, { "cell_type": "markdown", "id": "c1bd86b6", "metadata": {}, "source": [ "## Analyzing the experiment\n", "\n", "Plotting the data and saving the plots for a simple 1D case can be achieved in a few lines using a standard analysis from the {mod}`quantify_core.analysis.base_analysis` module.\n", "In the same module you can find several common analyses that might fit your needs.\n", "It also provides a base data-analysis class ({class}`~quantify_core.analysis.base_analysis.BaseAnalysis`) -- a flexible framework for building custom analyses, which we explore in detail in {ref}`a dedicated tutorial `.\n", "\n", "The {class}`~xarray.Dataset` generated by the meas_ctrl contains all the information required to perform basic analysis of the experiment. Running an analysis can be as simple as:" ] }, { "cell_type": "code", "execution_count": 15, "id": "06d5e22b", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "a_obj = ca.CosineAnalysis(label=\"Cosine test\").run()\n", "a_obj.display_figs_mpl()\n" ] }, { "cell_type": "markdown", "id": "29f7aee3", "metadata": {}, "source": [ "Here the analysis loads the latest dataset on disk matching a search based on the {code}`label`. See {class}`~quantify_core.analysis.base_analysis.BaseAnalysis` for alternative dataset specification.\n", "\n", "After loading the data, it executes the different steps of the analysis and saves the results into a directory within the experiment container.\n", "\n", "The {ref}`data-storage` contains more details on the folder structure and\n", "files contained in the data directory. The {mod}`quantify_core.data.handling` module provides\n", "convenience data searching and handling utilities like {meth}`~quantify_core.data.handling.get_latest_tuid`.\n", "\n", "For guidance on creating custom analyses, e.g., fitting a model to the data, see\n", "{ref}`analysis-framework-tutorial` where we showcase the implementation of the analysis above.\n", "\n", "## A 2D Iterative loop\n", "\n", "It is often desired to measure heatmaps (2D grids) of some parameter.\n", "This can be done by specifying two settables.\n", "The setpoints of the grid can be specified in two ways.\n", "\n", "### Method 1 - a quick grid" ] }, { "cell_type": "code", "execution_count": 16, "id": "2aef0cf3", "metadata": {}, "outputs": [], "source": [ "pars.acq_delay(0.0001)\n", "meas_ctrl.update_interval(2.0)\n" ] }, { "cell_type": "code", "execution_count": 17, "id": "76c68901", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting iterative measurement...\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "6ecf52ef255c4934b974800697a03f24", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Completed: 0%| [ elapsed time: 00:00 | time left: ? ] it" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "times = np.linspace(0, 5, 129)\n", "amps = np.linspace(-1, 1, 31)\n", "\n", "meas_ctrl.settables([pars.t, pars.amp])\n", "# meas_ctrl takes care of creating a meshgrid\n", "meas_ctrl.setpoints_grid([times, amps])\n", "meas_ctrl.gettables(pars.sig)\n", "dataset = meas_ctrl.run(\"2D Cosine test\")\n" ] }, { "cell_type": "code", "execution_count": 18, "id": "b958e187", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "plotmon.secondary_QtPlot\n" ] }, { "cell_type": "code", "execution_count": 19, "id": "b6f913b9", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "a_obj = ba.Basic2DAnalysis(label=\"2D Cosine test\").run()\n", "a_obj.display_figs_mpl()\n" ] }, { "cell_type": "markdown", "id": "77380e4f", "metadata": {}, "source": [ "### Method 2 - custom tuples in 2D\n", "\n", "N.B. it is also possible to do this for higher dimensional loops" ] }, { "cell_type": "code", "execution_count": 20, "id": "11247427", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[ 0.00000000e+00, -0.00000000e+00],\n", " [ 6.03000109e-03, -4.24843885e-05],\n", " [ 1.20555181e-02, -3.39642455e-04],\n", " [ 1.80542054e-02, -1.14460856e-03],\n", " [ 2.39683681e-02, -2.70570137e-03]])" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "r = np.linspace(0, 1.2, 200)\n", "dt = np.linspace(0, 0.5, 200)\n", "f = 3\n", "theta = np.cos(2 * np.pi * f * dt)\n", "\n", "\n", "def polar_coords(r_, theta_):\n", " x_ = r_ * np.cos(2 * np.pi * theta_)\n", " y_ = r_ * np.sin(2 * np.pi * theta_)\n", " return x_, y_\n", "\n", "\n", "x, y = polar_coords(r, theta)\n", "setpoints = np.column_stack([x, y])\n", "setpoints[:5] # show a few points\n" ] }, { "cell_type": "code", "execution_count": 21, "id": "50cb828c", "metadata": { "mystnb": { "remove-output": true } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting iterative measurement...\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "08865ac40c3746faaedfd371cacc6e7b", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Completed: 0%| [ elapsed time: 00:00 | time left: ? ] it" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pars.acq_delay(0.0001)\n", "meas_ctrl.update_interval(2.0)\n", "\n", "meas_ctrl.settables([pars.t, pars.amp])\n", "meas_ctrl.setpoints(setpoints)\n", "meas_ctrl.gettables(pars.sig)\n", "dataset = meas_ctrl.run(\"2D radial setpoints\")" ] }, { "cell_type": "code", "execution_count": 22, "id": "b05f65d2", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "plotmon.secondary_QtPlot\n" ] }, { "cell_type": "markdown", "id": "26b4392c", "metadata": {}, "source": [ "In this case running a simple (non-interpolated) 2D analysis will not be meaningful. Nevertheless the dataset can be loaded back using the {func}`~quantify_core.utilities.experiment_helpers.create_plotmon_from_historical`" ] }, { "cell_type": "code", "execution_count": 23, "id": "f593d14c", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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