{ "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": "06fc2bf73c2443ad893efa9ddfb1db7f", "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": [ "('20250320-201228-552-20480f', '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": [ "
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<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 0.4608 0.5399 0.4908 ... 0.3184 0.4601 0.4601\n",
       "Attributes:\n",
       "    tuid:                             20250320-201228-552-20480f\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 0.4608 0.5399 0.4908 ... 0.3184 0.4601 0.4601\n", "Attributes:\n", " tuid: 20250320-201228-552-20480f\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": "bf524c470dc7471083afc42d1968826a", "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": "0c5b74d5f23346c7a461eaab414d8968", "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": "dd61c02ed5b746da8bd01e485c53b4ad", "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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