{ "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": [ { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_1011/1623469907.py:3: DeprecationWarning: This package has reached its end of life. It is no longer maintained and will not receive any further updates or support. For further developments, please refer to the new Quantify repository: https://gitlab.com/quantify-os/quantify.All existing functionalities can be accessed via the new Quantify repository.\n", " import quantify_core.visualization.pyqt_plotmon as pqm\n" ] } ], "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": "38c9ebe09e6444f496403f19163d6df4", "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": [ "('20250818-113101-408-a4d362', '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 0.487 0.493 0.5391 ... 0.5019 0.5547 0.4914\n",
       "Attributes:\n",
       "    tuid:                             20250818-113101-408-a4d362\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 0.487 0.493 0.5391 ... 0.5019 0.5547 0.4914\n", "Attributes:\n", " tuid: 20250818-113101-408-a4d362\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": "e2784d0d29db4446b0d35d428a84c237", "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": "a683e9ae848d4af4882506ffc3532aa8", "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": "5d944ac9484a48399eb37015a0b01baa", "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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