{ "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{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{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": "931b80449d224d939ad27c1ba984619d", "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": [ "('20241014-175615-138-7ec486', '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 0.4994 0.448 0.4186 ... 0.4652 0.3792 0.5836\n",
       "Attributes:\n",
       "    tuid:                             20241014-175615-138-7ec486\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 0.4994 0.448 0.4186 ... 0.4652 0.3792 0.5836\n", "Attributes:\n", " tuid: 20241014-175615-138-7ec486\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": "e36a114160064eb6b495abfcb0a2a3e2", "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": "20038d12f8284449a2b223894d074e26", "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": "b3b567835f2048dfb28cda1520d60801", "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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