{ "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": "af2282e622684eb5a0c26ee52ad61194", "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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YLHeOO7LZbFNTUwaDgcPhcDgeD6gPDQ0hhOxrAwSmw60jD62ceQhjxkp4363NDjnV+/YWpwp/UXNgRw78IgaEON878ae93p9Xho+qvv5Qrv3IKfHYT++fZ5UlvEyJwJzaNDj1zAfXNN9WO//m1M0IFFFdmu7p60gkkvPnzysUCoTQvn377Pmvt7e3sbHRvqXH6tWrc3Nzne5tbm5ubW3lcrkmk0mv1993331paWkIIZvNVltbK5VKIyMj1Wr11q1bZ1y1pq2t7dq1a1FRUVNTU2vXrrW//mzHHQ0ODjY2NlosFgzDNBoNg8GoqKjwaL05fDewRebUtrY2EomUl+dxS8PNGw+3jPxws3DGU05rs7s53rFgkFN9Ai8Afn4DTKoB/jau0it1pqWe1/fO64m1aTn/cvqfq5azaRSEUPOgXBDDjmLT5r4L7/7dlpfo9Xjc9NpXnRqH6UMGk/VPDX2Prl7Conm2PkxkZGRpaSmZTD569KjTqaSkpAcffHCOe3NzcwsLC/EdPpqbm8+fP4/n1Js3b46Pjz/22GMMBqO5ufnMmTN79+51ulehUFy6dGnnzp3x8fFjY2NHjhxJS0vjcDizHXe8d3x8/NSpU6WlpfZ0OzAwoNPpPMqpa9bMPFHKIyqVynFrTu/eKFMbeu9oSjKjZ7tgYeMdCxP6ObWhocH+2HHTG5+qLk3f9c4lyKnA/xp7ZBvm7PhdjBc2Zvz5XP//qVyK3Oj4xS1P4Hx+fcRH8TixWJ13sjJarBqD835zVBKpZ1ztOkmRFOG6r9V3eDwej8ebmppyMxi1Wt3X14cvROO4t0dMTIzJZMIf9/f3Z2Vl4VMBc3Jyrl27Njk5GR0d7XjvwMBATExMfHw8QighIYHP59++fTs/P3+2444xNDU1CQQCx/Zreno6/mB6evr8+fOjo6NUKnXZsmWrVq2KiIiwWq3nzp0bGBiwWCxsNruioiI2NralpQUhJBKJ9Hr9kSNHVq1adfnyZb1en5GRsXHjRjzhDQ0NXb16ValUcjickpKSlJQUxzD6+/t7e3sjIiIkEgmbzd6+fbvRaLx48eLQ0JDVak1PTy8tLaVSqa7vrlarnW6c8T/1HB2/dgsY71iY0M+pfsujjhIxZl4K5uaXDgBe1Ng7scVnezm8uDEz91en8Zx6Wjz+/jOr571lWQK3e+yGj+JxdKpz7B8+uu563GJ1PjKm0j387kXXK3+4KevHlUsX8NZSqfTPf/4znU5PT09ft24dnkGVSuXly5cLCgrwrKPT6QYHB/V6/c2bN9etW4ffqFQqBYK7g7sMBoPBYCgUiujoaMd7FQoFj/ddMuDxeHj/82zHnQIrLS2dMebTp0/zeLwnn3xSq9WeOHGCRqMVFBR0d3crFIrHH3+cRqMpFAp8h5Lp6Wn8FqvVOjU11d/f//DDD5vN5qNHj3Z3d69YsUImk9XV1eEd16Ojo6dPn/7+97/v2GJOT0/PzMwkkUhr167Ff7bU19fT6fTHHnssIiLizJkzly5d2rBhg+u7R0dHO904o69aRn6/u8C9/1c+F/o5lSjVJen/daYXcirws8YemeOQp3fRKKT7sxMe/fPlRB7DhlB6NHveW9KiWeMqg95kYVB9uxb3A7kJt96ocj1+S6Z5+N2Lium7TUMWjfzWIysfyPXaP8zExMSHH36Yy+UqFIpz5841NDQ88MADCKGkpKTq6mp7v6XJZJJIJDqdzmKx2NeoMZvN9oFYhBCVSsWbsI73ms1mx9olKpVqNpvnOG5ns9nwVepcY1YqlWNjY1VVVRQKBcOwwsLCtra2goIC/BaNRhMVFeWYsB0VFxfj8WdkZMhkshUrVnR2dq5YsSI+Pt5msyUmJiYnJw8MDDiOgJK+hQesVqsHBwerq6vxnF1UVHT06NENGzbM+O6ON86o947GZLZmJ826cJCfQU71lXWZ0f96VNwzrvbFyBYAM2qXKNOiWRhz1i+gRWrsGT9/S6bQmhBCDBrlm74Jd3ZmxYdUC5YQsPgqQigzNvLL/aWvfHxdrjVFRES8tn3FA179pWv/9o+NjS0rKzt8+LDJZKJSqSQSyXF9Ny6XW1FRgRAaHBysra39wQ9+gFcI2ze4RAgZjUY8xTre63oNniZnO24XERFBp9O1Wq1rzGq1msFg2HukMQxTq9UIoaVLl05MTBw+fJhKpWZmZq5evdo1mbHZbHtgGo0GIaRSqYaGhhx3CcN7pGejUqkiIiK+/PJL+xEmk2mxWNx5d1eHW0Ye8lkR7wJATvWhp0vT3zzdm8RnIKK39ANhwqeDqfjuH3hCRQjpjWZ3dmZF35b+EpVTEUIZsezjL69X6kxcBnWOEdPFo1AoNpvNanXpbnaQmJhoNpunp6fpdDqfz5+cnMSPT09P6/V61+ohPp9/48Z3nedTU1P4aOVsxx0lJyffvn3bvp2XHYvFMhqNFosF38hrenoaz8cUCmXDhg0bNmyQyWTnzp1rbm5eu3bW/RXsmExmYmKi+6VM+Ht9//vft+9+bbeAdz/cOvLp8+vcfGs/gMkePpTCo5++IQ2ELf1AmGjslW2YfbWHRXJnZ9YZBcjKDxhzUQkV75m097va64zGxsbwJGo0Gq9duxYXF2cfT7148SK+A/To6KjFYkEIWa3W1tZWJpOJYRhCKCsr69atW3hrr62tLTo6Gs+pjvdmZGQoFAp8kujg4KBarcaHYGc77mjVqlWjo6NNTU14hBaLRSwWDw0N8fl8Lpfb2tqK/y3t7e0ZGRkIIblcjv9dsbGx0dHR9r9xbkKhsKuryz6aq9FoXBvHLBZLpbq7ohaPx4uOjr569Sr+B9psNplMNtu7O97oqmlQnshlJDvMmSYctFN9Bf9Rj76tQ8QXmXTnRz0AC2M0W1uHFWsEs244QZTlCdy64F8Ee3Jy8rPPPsMfv//++wihZ555hk6nt7a2Dg4Oslis6enphISEyspK/Bq1Wt3W1oYX1+BbRLNYLL1ej2HY1q1b8bHSrKwsqVT68ccf0+l0Eom0detW13sjIyPLy8tra2uZTKZer9+8eTPezpvtuKPo6OgdO3acP3++ubk5MjJSr9cnJyeXlpZGRERUVlbW1tbevHnTaDQmJSUVFRUhhIaGhpqamjgcDj5Ya49nbgKBQK1Wf/XVV3gXrtVqfeCBB+xdxLilS5cODAy89957kZGRjzzyyJYtWxoaGj744AMWi6XVagUCQXl5+Yzv7nSj01sHWscvQigC/6VALIPBoNPpKBSK4+okOKVSOTExQaFQkpKSXPvWLRaLVCrFO0yio2eYnLR+/frz58/7Ku45HTjW5brw774ywWvbnfthAPCKr7vGP20a/t8frPLR63eMKJ/8y1Wn9Wg+2rdm3tl+U1pjxVvnrv+y0keBEQ7/BmOxWI4FR05MJtP09LTjKKbj7fgiR3OUtprNZq1Wy2aznfpLZzvuRKfTGY3GyMhIvLPXTqvVUqlUx7DxF6RSqXMszDQjm82m0WjIZLL7NxqNRp1O5xi8p++e86+nr/78Pj+vPjg34kOx2WwnTpwYHx9PS0urqrqnbK+xsVEsFpNIJKvVSqfTKyoqHNfykMlkNTU1Wq2WTCZbLBaBQFBZWen0iQEgfMy9zO/iLXg9mig2jRQRMaExxEQ6p5PQQKfTXTOlEyqVivf3Lux2vEDX/eNOmEwmkzlDB6lTa9L9F3QVERHh6cKHNBrN6VeIR+9ed2N8XUZ0QCVUFAg5tb29fXp62vVHVkdHh1gsLi4uXrlypcFgOH36dG1t7Z49e/APgdlsrqmpoVKpe/fuxTCst7e3vr7+ypUrJSUlRPwRM3BdZJJMIm1eHkdgSCC0NfZMPFO28JVs3bHg9WjwMqWyrNDMqYAQh1tGHxIlER2FM4JrlJRK5dWrVzds2OC6+lRra2tcXFxhYSGJRGIymeXl5SaTSSwW42f7+vq0Wm1paSn+o0YoFGZlZXV2dro5qO4Hrptq/Wzrsh8eann/4oD9mrZh5YFjXQeOdXWMzLCLFgDuG56atths7kwYXaS8ZN5r27Ndd2adW4CUKYGQYbHaajql2/Mhp97r7NmzGRkZrqszKxQKjUZjX0YLfbswmEQiwZ9KJBIKheJYO56WloYPr/o+anfhP+r3lQnwLf2eW59x/ZeVAxPa3e9elCr1/tx6HoQ8n1b8Lh7eTiU6ChA63FmPkBBE9v12dnZOTU3df//9rqeUSiVymEyNwzAM3yEBIaRQKDgcjmPrFr8YvzFwuC4y+asdOU2D8gf/+M200Tz97U65UBUMFqmxZ2JXYSB+xeCWJXD/enmQ6ChA6DjcMvr8Bt+OdCwMYe1UtVp9+fLlsrIyx6VG7PD1QZyGr2k0mn3dEPuCI45nEUIGg8FXEXvPqjT+gwVJ037ceh6EPJ+u9rB40E4FXjSlNYpHlT6tyFswwtqpZ8+eTUxMFApn3vEO59E8H/xi12L0gwcPOj6trq52/zUBCApNg/KcJC7TxwvqLgaNQkrCmAOTWj+M+IKQF4DTUu2Iyan9/f0SiaSiosI+/Gmz2QwGg1Qq5XK5bDYbryx3anQaDAZ7o5bBYOj1eqez6N49lXCBmUT9vPU8CG3ne2TrA7iRisPLlCCngsU73Dry+kMeb2/uH8TkVHzzoLq6OseDY2Njhw8fLi0tzc/PxxfoksvljhfI5XL7Yph8Pr+np8dsNtsn4eAXe7TXLoH8vPU8CG3nemS/2pFDdBTzwLt/74edmsBCtQ0rD7eOqHSmSa0xPyVAvy2JyalLly5dsmSJ45HPPvssLi5u48aN+MRkDofD5/P7+/tXr16Nd+fKZDK1Wp2Tc/eLIzU19ebNmwMDA1lZWfiR/v5+Go2WkBA0/2LxquD/quvrGVe/83ghJFSwMBqDue+OZiVxK9S7aVkC53h7AJXlg+DS2DP+6qftUxoj8mRPJP8jpkaJRqNh94qIiMBX0LBXHhUVFcnl8sbGRpVKNT4+Xl9fz2Qy7RssCAQCPp9/4cKF4eFhjUbT3Nw8ODgoEomCax2lvGTerx/KMVpskFDBgp3rkW0M+I5fhNDyBO7NsVkXQwdgDvjy6XhCRd/uidQx4rwHeyAgfh2l2QiFQo1G09TU1NXVhRDCMGzbtm324VISiVRVVVVbW3v8+HH8aX5+vkgkIjLiBUnEmAazZUprjGLPulIoAHMIisFUhFBGLHtoatpssVHIvtxuDYSi2fZECsDJh4GSU5999lnXgyKRKDc3Vy6XUyiUqCjn3Ta4XO7u3bsVCoXBYMAwbMY5OUEhJ4krHlWtFwZiPwYIfOd6Jn5UMVf9fODAm6q50CsDQleg5NTZUKnUuLi51sh1WhciGOUmYZ2jSsipYAFuyTQsGjkRC6D9I+eAl/5CTgWzwauQEEK7CpPzHD4nPCY1IuKeXdQCdqJEoOfUcJCTjJ3qhNoN4Bn820c8GkzNPlj5AczBsQrpcOvoH/esLMuK+apl5D++7lktiPqPRwsOHOsK/IkSkFOJl5PEfbO2m+goQDBx/PaJZFADtgbSyfIETmMPrGsNZnC3CunbQVO51vDCh81cJmVtRvTf9hWnRrEQQpmx7AXsieRnkFOJJ4hh31EZtEYzmwb/O8D8nL59NHpTsCwWvSyB2w2lv2AmrlVIWqN5W37Cb3cX2I+4Lp8egAjelwbgcpK54hH4rgFuma0Gkqh43BfHoZssNvm0cf5LAUCIy6ASHYLHIKcGBLxMiegoAPA52EgVzGhXYTKPdc98woCtQpob5NSAAO1U4L6g/vaJiaT/R13vgWNdHSPwIxJ8B1+ulcO82zAN5CqkuYX+AF5DQ4P98aZNmwiMZA45Sdj/NvYTHQUIDvi3z0t/v67SmVBQffs09ow39NzR6s1X+ifthZ1EBwUCRVlWzLa8hN4xtSiVH8hVSHML/ZwasHnU0fIETt8djdlqo5BgiRkwP/zbp3tMXRg83z54aZVWb8afyrWGYCmtAn7TIVH+dndBThKX6EAWLvRzarDIScbEI8qCgF8JHQSI64OK/2vhxAMAACAASURBVNorWhbPIToQdwXR8nKAEHfUBpnaENQJFcF4auDAVygkOgoQHG5PaI0WaxAlVADmVX9j/L4V8URHsViQUwNFbjLWCVUbwD2nxWNBtxFpUJdWAT84c/PO5uVzrUQbFCCnBgqYTgPcd6pz7IHcIMupeGkV/9v9l4KotAr4R/2NO/etgJwKvAT6foGbxlV6qVIf+JuQuyrLivnwmdWblsVmxrI/2ldckglFv+Cus92yDUtjSBFBX6QJOTVQkEkRwnjOTSmkVTCPYGyk2uUl8/6/B5ZTKWRooQJH9TfH71se9IOpiNicqtPpJBJJX1+fRCLR6XQzXqNUKm/dujU4OGgymVzPWiwW/BUmJyd9HKw/5CZxO6GpCuZzSjz2QLANpjpamsDpgaWUwL1Co+MXETiX5tKlS62trfanJBIpNzd33bp1JNJ3ab6xsVEsFpNIJKvVSqfTKyoqUlNT7WdlMllNTY1WqyWTyRaLRSAQVFZWkslkv/4ZXpWThIlHlbuLUogOBAQutd7cOaJclxlNdCALR4qIyIhl993RZMVFEh0LCAg3x9RcBiWJFxzbAM+NsJyakJCwZcuW2NhYJpM5PT3d1NTU3t4eGRlZUHB3F4KOjg6xWFxcXLxy5UqDwXD69Ona2to9e/aw2WyEkNlsrqmpoVKpe/fuxTCst7e3vr7+ypUrJSUlRP1Fi5ebzD3ZARupgrmc6pQ+kJtIdBSLtSye0z2uhpwKcGdujG8O/lk0OML6fgUCQWZmJpfLpVKpGIZt3ryZSqVKJBL7Ba2trXFxcYWFhSQSiclklpeXm0wmsViMn+3r69NqtaWlpRiGIYSEQmFWVlZnZ+eMXcTBAm+nEh0FCGjB3vGLg+5f4Kj+5p37gn8WDS5QapQsFovVamWxWPhThUKh0WjS09PtF/B4PB6PZ0+6EomEQqGkpHzXTZqWlmaxWKTSIG7nsWjkeC7j9oSW6EBAgDJbbOd6ZCEw7IS3U4mOAgQEpc7Ud0dTlMYnOhDvIHhtQqVSaTabtVptW1sblUpduXKl/ThCiMe7Z7YAhmFjY2P4Y4VCweFwHAdf8YvxG4MXvvKDIIZNdCAgEIVGIxXBjm/AQWgs9WBHcE49fvy4SqVCCDGZzC1btvD5d3+qGI1GhBCNds+qKzQaDT+OX8BgMJzOIoQMBoPTWxw8eNDxaXV1tTf/AG/DZ6k+WJBEdCAgEAX1LBpHghj2sHzabLFRyEE/HxEsUv2NOw/khshgKiI8p27fvt1sNqvV6o6OjuPHj2/ZskUgENjP2mw2918KvzjCZcpwgCdRJ7nJ2H+fvUV0FCBAnRJL//DoSqKj8A68+zfYF0wHi3fm5vhvd+cTHYXXEDyeimFYdHR0enr6tm3bMAy7ePEifpxOpyOXRqfBYLC3TRkMhl6vdzprvzF4wQqFYDb1N+5sXBobMg076P4FCKHL/ZP5KTwWLYjnQDoJlBolEokUExOjUqmsVitCCO8ElsvljtfI5XJ75zCfz1er1Waz2fGs/cbgxWNRWTTKqGLmFTBAOAuZwVTc0nhOD5Qphb2QWerBLlByqsViuXPnDovFwsuOOBwOn8/v7++3d//KZDK1Wm1f8yE1NdVqtQ4MDNhfob+/n0ajJSQE/ZcObFADZhSMe9HMAdqpAIXQkoR2hOXUY8eOdXV1jY6OTkxM9Pf3Hz9+XKlU2hd8QAgVFRXJ5fLGxkaVSjU+Pl5fX89kMrOzs/GzAoGAz+dfuHBheHhYo9E0NzcPDg6KRKKgXkcJBysUAleXbk3mJHG5TCrRgXgNTKcBA5NaqxVlxIbUNAcia5TOnz+P9/QihJhMZklJiWNOFQqFGo2mqampq6sLIYRh2LZt2+zDpSQSqaqqqra29vjx4/jT/Px8kUjk9z/C+3KSsI+uDhIdBQgsIdbxixBK4jGVOpPWYGbTCa6UBEQ5c+PO5tDq+EUE5tQHH3zQZDKp1Wp8VgyGYa4luyKRKDc3Vy6XUyiUqKgop7NcLnf37t0KhcJgMGAY5jS1JnjlJnM7R6CdCu5xqnPs6A9LiY7Cy/CmamFqcNdAgAWrv3nnpfJMoqPwMiJ/IVKpVNdM6XpNXNxcP2Sc1oUIAfFchsVqm9AYYiKDu4YZeEvrsCIRY8RzQ+RXox0+pAo5NTwZzNamganSrGKiA/GyQKlRAo5gf3Lg6HTn2P0hsdSDEyhTCmf1N8bvC5V18x1BTg1EUPoLHIXeYCoOypTCWSitm+8IcmoggpwK7LrH1TQyKSSXgIZ2ajhruHlnUyjmVKi4C0Q5Sdx/P3mD6CgAwdqGlYdbR1qHFYWhsmWHkyg2LSICTWqM0ZG0+a8GQQL/3CKEdhUm5yVjM17TOqxIjWJFsUPw//sCc6rNZpuenmYymY47wwBvSY1iyaeNar2Zw4AfPWGqsWf81U/bpzRGhNAtmXZbfmJZVgzRQXkf3v1bEhlNdCDAOxw/t4dbR/+4Z6XT5xbPuNeH5LOl22DnwVe21Wq9ePFiY2NjW1vb2NiY1WolkUixsbEFBQUlJSUbNmygUgNxQnpDQ4P98aZNmwiMxCP4/uRrM+C7Jhy1DStf/aR9Snt3FyaVzvjyRy0fPrs6LznUqtzx7t+STPichwKnz61ca3D63Dpm3NsT0w/kJoTeL0W3cqrVaj169OiHH34ok8mio6NXrFixZs0aNput1WqnpqZaWlpqa2v5fP6jjz76yCOPBFpmDaI86ggfUoWcGp4Ot47Yv5hw8mnjkZbR0MupS+M57RIoHQgRc39uw+SXols59ZVXXhkcHNy+ffv999+fnp7ueoFEIqmtrf3iiy+OHz9+6NAhL8cYlnKTuGd7ZERHAYBvLUvgfNYkIToK4EOHW0aG5bpkPrNzRBUOvxTdyqkPPPDAfffdx2QyZ7sgJSXlmWeeefLJJ0+cOOG92MJaTjL2dkMf0VEAYuwqTP6qZUQx/d0XEMak7RQlExiSj8B0mlDi+rnlMmi/3J7NoJFH5Lor/VMExuY3blUYbdiwgUabv0CLSqU+9NBDiw4JIISQMC5ycGraaLYSHQggQF4y9qe9IvtqnRiT+u4TopxQrOlg0ykYkwqbG4YG/HNr3+kBY1L/+0nR90TJ9+ckPFMm+P8fzuOx7skjIflL0a2c2tjYuGvXrnfeecdxbzXga7A/eTgbmpq+PztuX5lgX5ngo33FJZmhVsphB03VUFKWFfNsWbowLtL1c4tnXP6382dC9ZeiW32/WVlZ8fHxhw4dOnToUHZ2dlVVVUVFBZsdgpPQA0oCxvjdqZ7liZw5pnmBUPWfdb1Hf1gaemv8usJLfzctC8Hp/+FJpTM/tib12TKB66myrJgPn1l9pGUUIbRTlBx6CRUhFGHf9HteAwMDJ0+erK2tnZycpNPpGzdurKqqKiwsdN1PJnCsX7/+/PnzREexEI094/s/atXqzQghPpvuOs0LhLBDV4faJcp/35VHdCD+8OX1kW/6ZG89spLoQIB37P3fyz/cLAzb+VEe5FSc1Wq9cuXKyZMnL1y4YDKZEhIStm7dWlVVlZDg8XqkRqNxYmJienqazWbHxMTMOAlHqVROTExQKJSkpCTXCywWi1Qq1ev1fD4/OnqG/4VBmlPbhpXV7191rJHjs2ihV3QOZrP2jfrDPyxNCINGKkJIPKr6p8/bTryynuhAgHes/HXt2Z9u4rECa1Kl33i8TA+JRFq3bt26devUavXXX39dU1Nz8ODB999//8EHH/zHf/xH91/n1KlTg4ODjnuSr1u3btmyZY7XNDY2isViEolktVrpdHpFRUVqaqr9rEwmq6mp0Wq1ZDLZYrEIBILKykoymezpXxSAwmd6InD18bXh8mWxYZJQEYynhhapUs+kksM2oaLFrPfL4XB27dqVm5v77rvvNjU13b5926PbNRrNunXr0tLSWCzW1NRUY2PjmTNnuFxuYmIifkFHR4dYLC4uLl65cqXBYDh9+nRtbe2ePXvwcVyz2VxTU0OlUvfu3YthWG9vb319/ZUrV0pKShb8FwEQCP6zrufLl0Jt+/E5UMgRS/is2xPakNwnINx0jaqyk7hER0GkBa7WK5fLP/nkk6eeeurZZ5+9fv36mjVrnnzySY9e4eGHH87Pz8cwjEqlxsfHb968GSF069Yt+wWtra1xcXGFhYUkEonJZJaXl5tMJrFYjJ/t6+vTarWlpaUYhiGEhEJhVlZWZ2enyWRa2F8UUHYVJodD0Tlw9cm14Q1LYxOxcGmk4mCDmpBxQ6pakRjWOdWzdqrZbL548eLJkycvX75ssViSk5P37dtXVVUVGxvr6Rs7VTZFRkYihCwWC/5UoVBoNJrs7Gz7BTwej8fjSSSSNWvWIIQkEgmFQklJSbFfkJaW1tvbK5VKHfuHgxRedP7yoRa51ohCt+gcuPpDXe+XL60jOgp/w7t/HwjFfdfDTZdUtT0/kegoiORuTu3t7T158uTXX3+tVCoZDEZlZeW2bdtWrvRaqV5fXx9CyJ4jlUolQojHu2f4EMOwsbEx/LFCoeBwOI674uAX4zeGAHvR+Yl26Y8qhCE8PRHYfdo0vF4Yk4jNumBZqFqawDnZLiU6CuAFN6Sqf7x/2fzXhS63curp06dff/11hFBubu6LL764efNmFovlxSAUCsXly5eTkpIyMjLwI0ajESHktHgTjUbDj+MXMBgMp7MIIYPB4PTiBw8edHxaXV3txch9Ki+Zl5fMy4iNbB9RPkZ0MMAP/lDX+/mLYddIRQgtT+C8VdtDdBRgsXQmy5hSH+bj4m7lVBaLtXfv3m3btvmiW1Wr1Z44cQJv+zp1CHs0zwe/2HWybBAl0RntWJn0xskbb+wMi6mK4eyzpuHSrJgkXtg1UhFCmbGRA5Nai9VGJgXuZHcwLxhMRW7WKK1fv37//v2+SKjT09NHjx61Wq07duxwbPvS6XTk0ug0GAz2timDwdDr9U5n7TeGkkg6ZXV6VEP3HaIDAb71h/reV+8TEh0FYZbGc3pgRk2Qg6JftIC5NDKZ7LPPPuvp6ZHL5Y7tyKVLl7722msevZROpzt69KjJZHrooYc4HI7jKT6fjxCSy+WOB+VyOX4cv6Cnp8dsNlMoFPtZ+40hZsfKpKOto7B4Wwj7vFmyLiM6mR+OjVQcXvoLrZyg1jWqyk0J91JKz+bSTExM7Nu379NPPzUYDElJSckO4uI8+8bX6XRHjhwxGAw7duzgcp3/IXE4HD6f39/fb0/bMplMrVbb28qpqalWq9VxTf/+/n4ajbaA5ZwC34MFScfaRomOAnhf27DywLGuA8e6fnf65qsVS4kOh0iw8kMI6JKqssP+V5Fn7dS6ujqdTvfBBx+kpaUt8o2PHj0ql8sLCgqkUqlUerfkLzIycsmSJfjjoqKiurq6xsZGkUik0+kaGhqYTKZ9do1AIODz+RcuXKDT6Xw+v7u7e3BwsLi4ODTWUXJCIUVsyUk42SGtygvrIvUQ09gz/uqn7VMaI0KIRiEPTGpTwridujSe89HVQaKjAIsCORV5mlMVCoVQKFx8QrVarVNTUwihtrY2x+NpaWn2nCoUCjUaTVNTU1dXF0IIw7Bt27bZh0tJJFJVVVVtbe3x48fxp/n5+SKRaJGBBawdBUmHW0cgp4aMtmHlq5+021egNJotL3/UEs5LOsOyD8GuX6ZN4TNplAWuIxQyPMup+fn5NTU1JpNpxvXu3Ucikfbv3z/vZSKRKDc3Vy6XUyiUqKgop7NcLnf37t0KhcJgMGAY5jS1JsQ8kJvw8qEWk8VKJYf7RzY0wJLOTlL4zCmtcdpoYdFCsKspHHRJldmJ4T6YijwdT123bt2aNWv+7d/+TSaT+SggJ1QqNS4uzjWh2vF4vPj4+NBOqDi8UonoKADwFSj9DWpdUnV2Imf+60KdZ+3UiIiIRx555Kc//emuXbtYLJZjazU7O/u3v/2tt8MD39lRkPTeN7cfLkqZ/1IQ8HYVJn/VMqKY/q6pCks6492/K5eEaUs92HWNKp8umWEf8nDjWU4dGhp66aWXyGTypk2beDye4wILyclh/XXgBxuXxr58qEWlM3GZ4buPUsjAl3R+7sMmndGCYElnhBCU/ga5G1L1CminLqDul0Kh/O1vf5txA3DgazsKko62jT6xdrE1YiAQlGXFxHPphUv4UWzaTlFymCdUhNDSBM6Zm7C2SVCa0hpNFmt82Gz6OwfPcqrJZBIIBJBQibKjIOn3td2QU0ND3x0NhUR661GvbUQR7KCdGrxgFo2dZzVKRUVFg4OD09PTPooGzG2NIGpwcnpcpZ//UhDwjrWNPliQRHQUASSWQzdbbPJp4/yXggADqxLaeZZTCwsLq6qqfvazn4nFYq1Wa3QQGpuBBz68+5foKIAXHG0b3QE59V5LEzg9MEs1CMHq+Xae9f02NDR8/PHHCKEXX3zR6VReXt4777zjtbi8p6Ghwf5406ZNBEbiFTtWJv38y47n1mcQHQhYFPGoikUjh/muWK5i2LT/qOtbkTi+qzA5L+wHmINI16jqxfJMoqMICJ7l1MzMzH379s14Kj4+3hvxeF8I5FFHecmYxmC+PaGFr+OgBh2/rhp7xs/23NEaLJf7Jw63jv5xz8qyrBiigwLzs1htfTLNsngo+kXI05yanp6enp7um0iAu/Du3x+F8b5gIeBo22h4bj8+G3yxRq3Bgj+Vaw1hvlhjEIGOX0ew0F3wgW1qgl3zoDwRY4Tn9uOzmW2xRqLiAe6Dol9HbuVU9+uPoFLJD7LiIqlk0g2piuhAwAJBxy8IJdBOdeRWTt2/f/9HH32k1WrnuEav13/55ZdPPPGElwIDc4G1f4MaVPy62lWYzGPRHI/AYo3BQjyqyoGJNN9yazz1iSeeePvtt//yl7+UlZUVFRUtW7YsOjqazWbrdLrJycnu7u6WlpbGxkYWi/X888/7OmKAEPpeQdL3/nRRb7YihKBCMrhcvDW5PIETxabNf2k4wRdrfPlQi1xrRAhxGBRYrDFYQDvVkVs5tby8vKSk5NSpU1999dWZM2dcLxAIBC+++GJVVRWT6fEQkUqlslqtXC6XRJqh0axUKicmJigUSlJSkusGcxaLRSqV6vV6Pp8fVqs79d1RyXWGgxduI4SgQjK4QMfvbMqyYj58ZvWRllHxqCo2klaSCR/pICCR6zAmlcPwrNw1hLn7H4JGo+3YsWPHjh1jY2Pt7e1jY2MajSYyMjI+Pj4/Pz8x0eO9sqVS6dWrV2UyGT4Eu3fvXgxz/k3a2NgoFotJJJLVaqXT6RUVFampqfazMpmspqZGq9WSyWSLxSIQCCorK8nk0N98Ea+QNFts+FOokAwuR9tGX9u2gugoAlReMg//GK/45SmdycKkhv4/52AHjVQnHv+4SEhISEhIWPwb46Oz2dnZKpXq9u3brhd0dHSIxeLi4uKVK1caDIbTp0/X1tbu2bOHzWYjhMxmc01NDZVKxZNxb29vfX39lStXSkpKFh9bgIPtrINXQ/edNelRbDr8qJ/H/vLMd8/e+j+VS4kOBMwDBlOdEDaXJisr63vf+15JSUlsbOyMF7S2tsbFxRUWFpJIJCaTWV5ebjKZxGIxfravr0+r1ZaWluKtW6FQmJWV1dnZCYXHIJBBx6+bXtqU9U5DH9FRgPlBO9VJgM5PVSgUGo3GcX0JHo/H4/EkEgn+VCKRUCiUlJTvNuhOS0vDh1f9HKr/QYVk8IKKXzdRSBHVpYL/Pd9PdCBgHjA51UmA5lSlUokQ4vHu6czEMEyhUOCPFQoFh8NxLGvCL8ZvDG14hST/28JRqJAMFqc6xypWxFPIEUQHEhzw7l+iowBz0RjMcq1xSRSL6EACSIDmVKPRiBCi0e5pjdFoNPw4foHrWYSQwWDwV4xEwisk95UJ1qRHVa6IhwrJoAAdvx6JYtMqs+M/uTZMdCBgVrDFm6uArpWw2WyeXhwR4dwIOHjwoOPT6urqxQcWCPAKSYPZmv+r07CvdeCz2mw1nWNvP15IdCDBZH955tPvXXt09RKiAwEzg45fVwGaU+l0OnJpdBoMBgaDgT9mMBh6vd7prP1GRyGTRGdEp5AeEiV/cm0YvncC3LE26YMFHk85C3Pp0ewViZyazrGtuV6YawC87oZUVZjKJzqKwOJW369arVbOZ+6VCz3F5/MRQnK53PGgXC7Hj+MXqNVqs9nseNZ+Y1h5uiT9/YsDREcB5gEdvwuzvzzr3bNQABygoO/XlVvt1Keeekomk819jXf3JOdwOHw+v7+/f/Xq1Xh3rkwmU6vVOTk5+AWpqak3b94cGBjIysrCj/T399NoNK/MnQ0uKxK5kXTKtYGp1elRRMcCZqYzWS70Tfzfp1YRHUjwyU/BOAzqhb6JUlgpLPDARBpXbuXU5557bnp6eu5rYmI8+8QbDIb+/n6EEJ6tb926xWQy6XR6RkYGfkFRUVFdXV1jY6NIJNLpdA0NDUwmMzs7Gz8rEAj4fP6FCxfodDqfz+/u7h4cHCwuLg6HdZRcPVWS9sHFQcipAahtWHm4daR3XF0mhJSwQHgBMOTUQNMzrs6IjaSQoI79Hm7l1K1bt3r9jbVa7dmzZ+1Pr1y5ghCKioqy51ShUKjRaJqamrq6uhBCGIZt27bNPlxKIpGqqqpqa2uPHz+OP83PzxeJRF6PMyhsz0/6lyPiKa0RVmYPKI09469+2j6lMSKEIhnUb/omYFnmBSjLivlNzc2OESXsFRFQbkjVKxI5REcRcCI8qq3FWa3Wmzdvjo6OJicnr1ixAiFksVhIJJJrze3imUwmuVxOoVCiomZuhCkUCoPBgGGYvXzJ0fr168+fP+/1qALQf9b3Wq22H8NabgGjbVhZ/f5Vx1Uk+SwaLMu8MCc7pMfbpe9A1XQg+feTN6Ii6S9syCA6kMDi8fzUGzduPP744y+88MKBAwe+/vprhJDFYtm1a9ehQ4d8EB6iUqlxcXGzJVSEEI/Hi4+PnzGhhpWn1qV/cGmA6CjAd2ZblpmoeIJaVV6ieFQ5ODnPCBTwpy6pOhvaqS48y6lKpfInP/kJhmG/+93vysvL8YNkMrmioiJMmoMBi8eiblwaewQ2Kgch6qXyrNdP3DhwrOvAsa6OkdBfLi3wdUmV2YnQG+/Ms5xaV1dHIpHefPPNtWvXRkZG2o9nZGQMD8NyJwR7qiT9A5hUEzBgWWbvSsRodTfHDl64ffDC7R+8d+2bvgmiIwprd9QGckREdCQUcDjzLKeOjo4KhUJ8tzVHbDZbrVZ7LyqwEIWpfKPF2gk/4QMDviwzxqLiTzEmFZZlXjB8z2Cb9e5TfM/gjhEFoUGFr7Zh5WtfdVLJJOgwcOVZTuVyuXfu3HE93tfXFx0d7aWQwMLB+g8BpSwr5sWNGYJo9r4ywUf7imFZ5gWDwenA0dgzXv3B1dqusRGFDjoMXHmWU9euXTs0NHTkyBHHg7du3fr8889LS0u9GhhYiN1FKSc7pNNGC9GBgLtU0+ZH1ix5bXs2tFBBCMA7DPDpYQg6DGbiWU5dtmzZrl27fv/73//DP/xDZ2dnR0fHz3/+83379rHZ7NBeVjeIwKhqQGkfUeZDNl00GJwOENBhMC+P19D/8Y9/LBQKP//888HBQZvNNjw8XFlZ+cILL8wx3YVYDQ0N9sebNm0iMBL/eKok/aE/Xdhfnkl0IAAhhGClAq/AB6dfPtQi1xoRDE6DALaQfWm2b9++fft2k8lkNBpZLJYvlnrwonDIo44SuIz8Jbxa8diWnLBb+jjQDE5O81lULpNKdCChAN8z+MOLg7XisY/2FUNCJcSuwuSvWkYU0981VaHDwIlnfb8ymUypvFvoRaVS2Wx2gCfU8PR0SfqfztyCmXyEg0aqd+Ul8373/QKjxZYRFzn/1cAH8A4DBu3usurQYeDKs3Zqe3v766+/XlJSsnXr1nXr1oXngvWBz2wxi8eU7SMKhNDh1tE/7lkJy8wSokOiyEuBlQi9LCeJKx5VrUoLu10dA0RZVsyy+MhkjJnEY+4UJUNCdeJZThWJRI888khtbW1jYyOfz6+srNy2bZt91XsQCPDCPIvl7jLOeGEeLDNLiI4R5Q83C4mOItRkJ3G7IKcSqntM88nz6xhUaFPNwLO+36ioqP3793/xxRdvvvlmUVHRkSNHnnrqqWefffaLL76w9wkDYkFhXuCAvl9fyE7Cukbh24YwN6QqQQwbEupsFlKjRCKR1qxZs2bNGq1We+bMmZqamj/84Q9nzpx5++23vR4fAEFqYFIbzaZzGAv5JwbmkJ3I/ejKINFRhK/mQXkRdBLMzuN9aRwxmcykpKTExEQqlbqAPeMWz2KxSCSSvr6+yclJ/797YIKZfAGic0SZC41UH8DHU4mOInxdH5IXpkJOndUCf0RLJJKamppTp07duXOHz+fv3Llz+/bt3o1sXjKZrKamRqvVkslki8UiEAgqKyuhbApm8gWIdokyPwX+s3sfmRSRFRvZPa5eFg8bjRGgeVD+o/tgn+ZZeZZTdTpdfX39yZMnOzo6KBTKunXrfvzjHxNSAGw2m2tqaqhU6t69ezEM6+3tra+vv3LlSklJiZ8jCUD4TL53G261Div+9werIKESomNE+QoUKPkGXqYEOdX/prRGtd6cFs0iOpDA5Vnf78WLF3/zm9/o9fpXXnnl8OHDb7zxRllZGSFNw76+Pq1WW1paimEYQkgoFGZlZXV2dppMJv8HE4Dyknn/XLWCTCZBQiVKh0SZB+1U38BzKtFRhCMYTJ2XZ+3UpUuXvv/++5mZxK97J5FIKBRKSkqK/UhaWlpvb69UKk1NTSUwsMCxJIo1PDVNdBRh6vaENpZDj6RDgZJP5CRhDTd7iY4iHF0flBdCTp2TZ+3UJUuWZGZmWq3Wrq6uurq6Gzdu4MctFoufa5QUCgWHwyGRvoufx+MhhGBKj6MUPlMi1xEdRTiCAiWfyk7kdkmhI9PwUwAAIABJREFUnUqA5iF5ERQozcnjut8bN248/vjjL7zwwoEDB77++muEkMVi2bVr16FDh3wQ3qyMRiONdk91K/7UYDD4M4wAB01VokCBkk/xWFQmlSJVwu9Ff4N26rw865tSKpU/+clPUlNTf/SjH504cQI/SCaTKyoqzp8/v3fvXh9E6C68oey6/vD69etdLz5//rw/YiLaEj5rWD69DsF28f7WMaJ8dQUUKPkQPqMmEWMSHUgYaZcos5O4FBKs8T4Xz3JqXV0diUR688032Wz2uXPn7MczMjJOnz7t7djmwmAw9Hq94xG8hUqn052uDJP0OaPUKNYQtFOJAAVKvobn1IoV8UQHEkagQMkdnvX9jo6OCoVCNpvtdJzNZqvVau9FNT8+n69Wq81ms/2IXC7Hj/szjAAHfb+EuD2hjePS2TQoUPIhKP31P1jtwR2e5VQul3vnzh3X4319fdHRfu1gTE1NtVqtAwMD9iP9/f00Gi0hATYN/c6SKObwFIw5+Rss8+sHUKbkf9BOdYdnOXXt2rVDQ0NHjhxxPHjr1q3PP/+8tLTUq4HNQyAQ8Pn8CxcuDA8PazSa5ubmwcFBkUgE6yg5wsdTiY4i7ECBkh8siWLJtUaNwTz/pcAbxlV6i9WWxIMB7Hl41j21bNmyXbt2/f73v6+trVWpVAwG4+c///mlS5eioqKqq6t9FOKMSCRSVVVVbW3t8ePH8af5+fkikcifMQS+WA5dpTMZzFY6ZVELOwOPdIwoK6FAyfdykjHxiLI4A0rw/AEaqW7yeMjnxz/+sVAo/PzzzwcHB2022/DwcGVl5QsvvBAVFeWL+ObA5XJ3796tUCgMBgOGYQwGw88BBAV8SDUrLpLoQMIIbEXuHzmJXLFUBTnVP64PKQpT4VM9v4WUUWzfvn379u0mk8loNLJYLNfpK/6EL/UAZoOX/kJO9Zt+mTYBY7BoMAbhc9lJ3Mv9sCGVn1wflL+2fQXRUQSBhXcJUqlUNptNbEIF84LSXz9rlyjyoZHqF1Cm5E9Q9Osmt9qparXaarXO80IUiuscG0C4JXzmMCxP6EdQ9Os3MJ3GbyChus+tnPrUU0/JZLK5r8nLy3vnnXe8ERLwpiVRrGsDcqKjCCMdI8r7c2BCl5/gaTU7iUt0ICEOCpTc51ZOfe6556an5+k/jImJ8UY8wMtgOo2fwQpK/oR3/0JO9bXrg/IdK5OJjiI4uJVTt27d6us4gI+kRrOGJiGn+sktmSaJx2RSoUDJT+52/xYRHUeoax6UH/heLtFRBAeYthjiIukUCjlCMQ1btfsDrPbgZ7lJWOcobO/oWyNyHZVCiuM4L6UOZhT6S5I2NDTYH2/atInASIiCd//yWPBd73NQoORnUKbkB7BnqkdCP6eGZx51hE+nge96P+iQKLfmQoGS/0TSKXw2bXhqekkUi+hYQhbsmeoR6PsNfTCdxm+gnep/MEvV16Do1yOQU0MflCn5R98dTQqfyYACJf/CN1IlOoqQZbbYboyp4Jei+yCnhj6YTuMfUKBECBhS9SlY7cFTsI5S6IPlCf2jc0SZCz/n/Q7aqT4FHb+egnWUQh+0U/2jXaKoyk8kOoqwk4gxdSazYtrEY1GJjiUEXR+SP7JqCdFRBBPi11FSqVRWq5XL5ZJIM3REK5XKiYkJCoWSlJREpTr/m7FYLFKpVK/X8/n86GjY8mlmFHJEDJs+ptIncGE7PB+CAiWi5CRh4lFlaRYs5eZ9zYPy3zycT3QUwYSwdZSkUunVq1dlMpnJZEII7d27F8Ocv48aGxvFYjGJRLJarXQ6vaKiIjU11X5WJpPV1NRotVoymWyxWAQCQWVlJZkMFSIzwLt/Iaf6Tu8dTWoUC/Z+JwRe+gs51esGJrVcBjWKTSM6kGBC2FeAVqtFCGVnZwsEghkv6OjoEIvFxcXFzz333NNPPx0VFVVbW4vfhRAym801NTVUKnXv3r3PP/98RUXFwMDAlStX/PcHBBV8F1WiowhlsMUbgaBMyUdgMHUBPF7zwWq1njlzprm5WaFQWCwW+3GBQLB//373XycrKysrKwsh1NzcfPv2bdcLWltb4+LiCgsLEUJMJrO8vPzQoUNisXjNmjUIob6+Pq1Wu23bNrx1KxQKBwcHOzs7V69e7dpFDJZEMYenYIqqD0GBEoGyk7j/ffYW0VGEoOuDisI0+KXoGc9yqtVq/dnPfnbp0qXExESpVLpkyZKpqSmtVhsdHe3d4UyFQqHRaLKzs+1HeDwej8eTSCR4TpVIJBQKJSUlxX5BWlpab2+vVCp17B8GuCV81sX+SaKjCGXtEuX2/CSiowhTy+I5t2Qas9VGIUUQHUtIaR6SP7kWvk4941nf75UrVy5dunTgwIFPP/0UIfT666/X1NT88pe/NJvNO3bs8GJYSqUSIcTj3fMTCcMwhUKBP1YoFBwOx7GsCb8YvxE4gek0vtM2rDxwrKtlWBEB3+fEge5f72obVv7yiLh3XGOy2oiOJch4llM7OjoyMzM3b95sPxIREbFly5YdO3a8/fbbXgzLaDQihGi0e8bGaTQafhy/wPUsQshgMHgxjJABfb8+0tgzXv3B1YMXbluttmc/aP6mb4LoiMIUrFDoRfin+q+XBixW6w/euwafao941vdrNpvtfbxUKlWtVuOPs7OzP/nkk9nump6etjcfIyIiEhLcXWTcZvPgJxJ+cYRLY+HgwYOOT6urq91/zZCRiDFlaj10jnlX27Dy1U/ap7R3f+fJtYaXP2r58NnVeckwBOVv2UlY16gSIZhJuVjwqV4kz3JqTEyMvbY2JSWlvb29oKAAIdTX18dgzDpPo7+///z58/hjMpn8/PPPz/tGdDoduTQ6DQaD/V0YDIZer3c6a7/RUXgmUVd4968gBta68prDrSP2rx6cfNp4pGUUvn38LyeJe6R1hOgoQgF8qhfJs5wqEonefvvt8fHx+Pj4ysrKv/zlL6OjowihU6dOVVZWznbX8uXLMzIy8Meu7cgZ8fl8hJBcLnc8KJfL8eP4BT09PWazmUKh2M/abwSuUvgsiRxyKghNMJ4KAoRn46lCofDXv/413su6d+/ehx9++Jtvvvnmm28qKytfeeWV2e6iUCisbzGZTHfeiMPh8Pn8/v5+e/evTCZTq9X2mt7U1FSr1TowMGC/pb+/n0ajud+xHG7cH1LFi24OHOvqGIGCr7nsKkzmse4Z1MeYtJ2iZKLiCWdMKjkBY9ye0BIdSNCDT/UieTw/dePGjfgDMpn88ssvv/zyywt7Y4PB0N/fjxDCVxK+desWk8mk0+n2Fm1RUVFdXV1jY6NIJNLpdA0NDUwm0z67RiAQ8Pn8Cxcu0Ol0Pp/f3d09ODhYXFwM6yjNxs3S38ae8Vc/bZ/SGBFCh1tH/7hnZRksTzOLvGTsT3tFL/39ukpnQghhTOq7T4hyYJYqQfAyJeiJWST8U/30wWtmixXBp9pzHudUb9FqtWfPnrU/xYdpo6Ki7DlVKBRqNJqmpqauri6EEIZh27Ztsw+Xkkikqqqq2tra48eP40/z8/NFIpGf/4ogkhrFOimRzn0NlCd4qiwr5sm1qfU37pRlxewUJcNXD4Gi2PQ/n+tvGpDvKkyGhZcXQxDN5rMp38tPRgjBp9pTC8yper1+amrKcQM4Op0eGxvr/itERUXNu+6SSCTKzc2Vy+UUCiUqKsrpLJfL3b17t0KhMBgMGIbNUSQFkHu700B5wgLI1MZnygSwdwexGnvGD7dJ1Dpzu0QB/SuL9EnT8JPF6a/cJyQ6kKDkcU5taGj4n//5H4lE4nTcR3u9UanUuLi4OS5wWhcCzAamqPpIu0TxTNnMa1YD/8D7V9Q6M/4U+lcW6eOrQ8dfWU90FMHKs5za3d39q1/9KjMz8+WXX46KinIs4oXcFuD4LJrRYtUazGz6rP/TdxUmf9Uyopj+rqkK5QlzM5ittye0yxM4RAcS1qB/xYsauu/kJGFxHOdJicBNnuXUy5cv83i8d955BzpagxFeprQ8kTvbBXh5wot/a9bozQjKE9zQNqwoWAJf3CB0fHx1+LE1MJCxcJ7NpTEYDCkpKZBQg9QSPnNYPk/3b1lWzHphzJp0PoNC+mhfcUkmDErNpU2iKIAt3ogG0z+8RakzXe6fvD8HZiQunGc5tbi4uL+/376JKQgubu6i2i5R/sejIhIpQhAb6Yeoghq0UwMB3r/C/3brbCqZ9MTaVOhfWYCPrw0/thoaqYviWU7Ny8vbuXPnz372s87OTq1Wa3RgMpl8FCLwFnemqPbd0TCp5GQ+M5nHHFFATdM82iTKghT47iZeWVbMh8+s3lcm2FcmOPxSSfeYuu7GONFBBZ+Prw49tgY2d1sUz8ZTGxoa/vrXvyKEXKfB+KjuF3jREj7rfK9s7mvOdt8pXxaHEErmM0fkOmEcNFVnNaU1ag3mJVEsogMBCCGUl8yzFyX936dWPfY/lyPplLUZ3tzXObRdvT0Vy6HDohmL5FlOzczM3Ldv34yn4uPjvRGP9zU0NNgfb9q0icBICOfOdJqGbtlL5Zno2/WB/RJXsILB1ED28fNrH/zjN2/syoP1H9z0ybXhR6Hjd9E8y6np6enp6em+icRXwjyPOpq379dssV25Pfn3fcXo23aqv0ILSm3DyoIl8H0duI69XLbp92ffe3o1tL3mZbbajrSOvPlIAdGBBD2P90912mENFxERwWQySSTPRmeBnzGpZDadMqExxETOPPmsofvOpmV3V9hI4TFrYaOPObUNK35QkkZ0FGAuDT8tX/1vdSdfWT+q0B9uHUEIwcqFM/rk2tCjq2Ek1Qs8y6nnzp371a9+NeMpEomUnp7+0EMPPfTQQ25u6Ab8D+/+dSunQt/vfNokioIU+F0f6K79omL5L08w6TQ57Awxu4+vDr+xK4/oKEKBZy3LpUuX3n///SQSqbS09Omnn963b9+WLVtoNFphYeHjjz/OZrPfeuut9957z0exgsWbe9XfhpuyTcvvLtoMfb9zk8h1LBo5ik2b/1JAqLZhJYt2N6Gib1cu7BhREBtVQOkaVVlsNmi+e4Vn7VQajXbp0qW33nqrqKjIfrC6unr//v3V1dXPP//8H/7wh0OHDj355JM0GnzXBKI5hlR7xtUcBiURu7vBbRyHPjVtNFtsFDL0OsygdVixEmamBgNYuXBenzQNPwqbQHiJZ+3Uurq61NRUx4SKEEpJSSkvLz9y5AhC6NFHHzUYDENDQ96MEXjPHDn1bLesfNk9Owu5s5VN2GqXKPKh6BeEBJiW6kWe5VS5XG6z2VyP22z/r707j2+qyhcAfpLcbG2Tm3TfaJvSsLSl0BaotCCFaRkswqDyFhAXRNDxozOM+sYdxUHHGWdGHec9Rh2RwQEdUUEsU6mUYiuDYJFuKbQNoaUpXZI2SbM0e94fB64hXUhLlib5ff9K7j03PQmX/HK233GoVCqEEN6RzWazufNqZrP5ypUrUqm0p6dnrJQRGo3m4sWLnZ2doxaw2WxyuVwqlQ4MDEzgbYSwcVIpOQ+mYpD2YRzQTg0UkLlwfIfOdd82J4FNwAxTz5jw+tQDBw6cOnVq0aJF1MGOjo6qqqqysjKEUE9PD7oWWcf31VdfdXZ2UjuwcrncRYsWzZw507lMTU2NRCKh0+l2u53NZpeUlKSk/PhjSqFQVFRU6PV6BoNhs9lEIlFpaSmDwZjQOwo1Y6X8NVvtZztVi6Zft0A+WciVw5DqGCArYaDAmQsf++icSm9GsDPECB9/37WtBLZK9ZiJxdTS0tJDhw499dRT8+fPF4vFBEFcvnz522+/FQqFGzZsQAhVV1fHx8e7szm5TqdbtGhRampqWFjY4OBgTU3N8ePH+Xx+QkICLtDU1CSRSAoKCubNm2cymY4ePVpZWbl+/frw8HCEkNVqraioYDKZGzZsIEmyvb29qqrq9OnThYWFE/8QQshYfb8jG6kIoSRhWDf0/Y6mtU+bFhUOP+0DBc5cePCHK3tOXtr/YAEEVMrlQcMV9TBkm/KgiX0pEATx1ltvbdy4sbOzc//+/Xv37j137tzKlSvfe++9qKgohNCmTZsOHDjgzkvdddddOTk5JEkymcy4uLjly5cjhC5evEgVqK+vj42NzcvLo9PpXC63uLjYYrFIJBJ8ViqV6vX6oqIikiQRQmKxOCMjo7m5GdIO39Corc+Rg6kI+n7HBo3UgDMnSbB9dWZGHI8Jv4QQQgg1dGl2fNny6P5zy0b8xwc3Y2LtVIQQh8PZunXr1q1bjUaj3W4PC5tkslOXNawRERHIaSBWrVbrdLrMzEyqgEAgEAgEcrl84cKFCCG5XE4QRHJyMlUgNTW1vb29p6fHuX8YjISbqslCrvPBE639v/iJa/8P9P2OBTIoBajZCbzzPdoZcaG+h3xNW9+2TxoHdWaE0OXB4dKseFiw6ymT/8nG4XAmHVBHkkqlCCEqRmo0GoSQQHBdU4AkSbX66qoytVrN4/GcMzfhwvhCMI6Rs3kv9GpJLjOBdN0WF2LqWCDTb4DKTCRbroT6V0RDl2bbP68GVISQ2gALdj3JrXaqVqu12+0kSVosFoNh9AE2giDwSOckqNXq7777LjExMT09HR8xm80IIZdFriwWCx/HBVy2RseFTSbT5OoQOkZO/aX2onGRKOBegb7fEWx2x/meoWwYkwtAmQm8d2uU/q6Fn8GCXa9yK6bed999AwMD33zzTU1NzVi5CcfZ681gMFDNRxqNFh9/3Sbyer3+yJEjHA6ntLTUpUN41HU7Y8GFR6ZF/OCDD5yfbtq0yf3XDErTIsOOX7hua8nqVsXjY0z8w01Vl47iENco1+TAnqmBKTOBbOkJ9XYq8Cq3YuqWLVtw6vyZM2du27Zt1DLR0WN2x8tkstraWvyYwWBs3bqVOmUwGA4fPmy329euXevck8xms9GIRqfJZKLaphwOxyWbPy6ML3QGQdSFy45vRoutoUtdMMbEPzz1F2KqM1iZGriiIlh0Gk2hNcXwRk95HQruzEs6eK5bbfixqQoLdj3IrZh622234QfJycnO04LcNGvWLKpT17kdOTw8fPjwYYvFsnbtWh7vulkDQqEQIYTzSFBUKhU+jgu0tbVZrVaCIKiz1IVgHC7jqdWtinEm/uF2aoFPKhYoGuTq4hkwVTJQZSbwW3qGlvJC918QL9h96MOzepMVwYJdT5v8HKX+/v7du3e/+uqre/bsGRwcHKckQRBh13C5V1s8w8PDX3zxhclkWrNmDZ/Pd7mEx+MJhUKZTEZ1/yoUCq1WS83pTUlJsdvtHR0d1CUymYzFYrl0LIORYnjsoWGLyXo128ZYg6lYsoArhyHV68FCmoCGY6q/a+FnizOiV89NyE8RPLhYtP/BgsLpMOnXY9xqpw4ODt57771btmz52c9+ho/IZLKHH354ePjqt+3Bgwffe++92Ngxv5pHOnz4sEqlmjt3bk9PD86+hBCKiIiYNu1qKuf8/Pxjx47V1NTk5uYODw9XV1dzuVxqdY1IJBIKhSdPnmSz2UKhsLW1tbOzs6CgAPIouQNPUxLHRiCETrQqHi+dMVbJJCG3rkM11tkQpDValToT7HEduDIT+ZUtfTcuF+yGhq2bl6SXzUnwd0WCjVsx9YcfftBqtUuWLKGO/PnPfzaZTE899VRBQUFdXd3rr7++Z8+eX//6127+Vbvdjpu2DQ0NzsdTU1OpmCoWi3U6XV1dXUtLC0KIJMlVq1ZRw6V0Or2srKyysrK8vBw/zcnJyc3NdbMCIQ4vURXHRpzvGYoMZ8XxXVfRUJKFYYfOdfuyblMcrKIJdJmJ/DePtfu7Fv53sV83PTbC37UIQm7F1M7OzoSEBCqL79DQ0Llz54qLi2+//XaE0G233dbY2Pj999+7/1fpdPrPf/7zGxbLzc3Nzs5WqVQEQYzMIczn89etW6dWq00mE0mSLktrwDioDIWjpk9yBqmUXEDHb6CbHhNxedBgsdmZjJBOqCRV6DJiIKZ6nlt3lUajwakHscbGRrvd7pxGf/bs2f39/Z6vHUJMJjM2NnacpPwCgSAuLg4C6oRQmfRHTfPrDHYmdwGTfoNAZiK/5UpID6l2DOinCcMYdNga2fPciqlCoVChUFBPGxsbEUKzZ8+mjjAYDNiEPIDgdqrBbGvu1iwUjbeJEEGnRUewe4eM45QJKbA4NQjANCVpvy4DOn69w62YOmPGjJ6enm+++QYhpNfrjx07FhcXl5qaShW4fPnyhCYoAf/Cc5Ru2EjFoKlK6R0y0hAaZ/gZBASIqRcV+ukxMM/OK9waTy0sLJwxY8b27dvT09OVSqVarXbJ/HDy5Mns7Gzv1BB4nsZglfbr3vi6fVXOjZce4SHV/FRY+AuDqUFidiL/i/qQnnkn7dctTIP/0V7hVjuVRqO9/vrrZWVlRqMxISFh27Ztd955J3W2paXF4XAsXbrUa5UEnlTT1vfIR2ctNru0X7vn353fSm+Q/jQ5Mkw+2parIahBrpkLHb+BD9qpMOnXe9zd6y0yMvKpp54a9VRmZua+ffs8VyXgRVe3pLiWQVtjMD+2/9zezQvGSZ+dLOA2h/xWHlhDl/qR4un+rgW4WWEsRgyP3TlgSI3y2M5agQUm/XpPSM8mD0FjbUkxziWw4xsF+n6DRig3VZU6E4tB53OZ/q5IcJrwnuQBp7q6mnq8bNkyP9YkQMEcJUym0Mfy2RHs4P8vEwpmJ/DP9wzdlh2KqUxh0q9XBf8XBMRRZ5PYkgLSPmCwMjWYZCbyPz7T5e9a+MdFhW46dPx6DfT9hha8JYUw/OpiYne2pOAwGeFsxoDOPE6ZUNAoV+dAVsJgkZXIl4Rq2gdop3pV8LdTgYvFGdF7H1iAx1DvyE1yZ4+nZEGYXG2IigjptB71Xeq1sMdksEgguQazVTNsIUNvWFHar18+C9IJeAvE1FA0J0kwzkTfkfCQaojnjofs+UEGZyhcND3qxkWDC7RTvQr6fsGNhfjU34YuzWMfnYsMZ8OaomCCpyn5uxa+ZjDbNMPmBJLr74oELYip4MZCeZpSTVvfpr+f+bLhyoDOdO/u72+YIgMEiqwEviT0YipMUPI2f8bU4eFhuVwulUrlcjm1vbkLjUZz8eLFzs5Oi8Uy8qzNZsOvMDAw4OXKhrSQXU5zNUXGtflZKr3psf3nmrrV/q0V8IjQbKdCx6+3+W089dSpU/X19dRTOp2enZ29aNEiOv3HMF9TUyORSOh0ut1uZ7PZJSUlKSkp1FmFQlFRUaHX6xkMhs1mE4lEpaWlDAbDp28jNCQLw+SqUExPOFaKjAmNRoOpKTR3fIN2qrf5LabGx8evWLEiJiaGy+UaDIa6urrGxsaIiIi5c+fiAk1NTRKJpKCgYN68eSaT6ejRo5WVlevXrw8PD0cIWa3WiooKJpO5YcMGkiTb29urqqpOnz5dWFjor3cUxEJ8PBUEq1kJ/As9Q7MS+P6uiO9I+3Vr58H0dS/yW9+vSCSaPn06n89nMpkkSS5fvpzJZMrlcqpAfX19bGxsXl4enU7ncrnFxcUWi0UikeCzUqlUr9cXFRWRJIkQEovFGRkZzc3No3YRg5sUwSYYdJpmOOQ+2zvzkmi06/ZtvmGKDBBAQnBIFbLne9tUmaNks9nsdntY2NWU1mq1WqfTpaWlUQUEAoFAIKCCrlwuJwgiOTmZKpCammqz2Xp6enxY6xASgkOqwxbbHf938v/uzptQigwQQGYn8M73aP1dC5+C7Pne5uf1qRqNxmq16vX6hoYGJpM5b9486jhCSCC4btSKJMne3l78WK1W83g858FXXBhfCDwOT/3NTAyVXrJ+rWnp76svvHwbwaAlCzkTSpEBAkVmInn8Qru/a+E7l5T6tKjw63tegIf5OaaWl5cPDQ0hhLhc7ooVK4TCq9vkms1mhBCLdV3iHhaLhY/jAhwOx+UsQshkMvmg2iFomjCsK2SmKUn7dRve++78b1bipxNNkQECRai1U2HSrw/4IqYaDAaq+Uij0eLjf9wL4vbbb7darVqttqmpqby8fMWKFSKRiDrrcDjc/yu4MG3Eb7APPvjA+emmTZsmWn+Agr3vt6FLc6i+GyF0Z16SxWb/9aeNZ54r8XelgNcJw1gcJr1HY0wgOTcuHfig49cHfBFTZTJZbW0tfsxgMLZu3UqdwjOMoqKiUlJSPvnkk3//+984prLZbDSi0Wkymai2KYfDMRqNLmepC51BEPWIJAH3+45Bf9fCK2ra+rZ9cnUR6oGz8ng++9jjS/1dKeAjeEVNqMTUfl1hesjlYvQxX8TUWbNmpaen48cj25EYnU6Pjo5ub2+32+10Oh13AqtUKucyKpWK6hwWCoVtbW1Wq5UgCOosPu6ldxHignU5zdWsDtcWoeqMlgE6ralbDZ29IQJnfvjJ7JDIKX+xX3fPLan+rkWQ88W8X4Igwq7hckfPM2mz2fr7+8PCwvC0Ix6PJxQKZTIZ1f2rUCi0Wi2V8yElJcVut3d0dFCvIJPJWCyWc8cy8KBg7fsdK6uDv+oDfCwzgd8SMstpYDzVB/y2lubLL79saWm5cuWKUqmUyWTl5eUajYZK+IAQys/PV6lUNTU1Q0NDfX19VVVVXC43MzMTnxWJREKh8OTJk11dXTqd7uzZs52dnbm5uZBHyUuEYSyz1a43W/1dEQA8KXQyFPZrTWEsRgQb9iLzLn9+vrW1tXa7HT/mcrmFhYXOMVUsFut0urq6upaWFoQQSZKrVq2ihkvpdHpZWVllZWV5eTl+mpOTk5ub6/M3EUJwU3VGHM/fFfGkO/OSDp7rVht+bKpCVoeQIooO79UYhy02LjPIf45DI9U3/BZTV69ebbFYtFotXhVDkuTIodbc3Nzs7GyVSkUQRGRkpMtZPp+/bt06tVptMplIknRZWgM8Di9RDbKYOieJ/MuG3M1/rzNZbAiyOoQk3FTNSwkZJC/XAAAgAElEQVTyqRgQU33Dn+1UJpM5MlKOLBMbO970AZe8EMB7kiO58sEgHFJdnBEdFc4smp5AcpmQ1SEE4am/QR9TIXu+b0DfOnBXsO6i2q0aptFor//H3BsXBcEoM4EfCrvNS/t1KzLj/F2L4DdV8v2CqS9Yl9PUSpVLMqL9XQvgNyGy6Rtkz/cNiKnAXcG6i+q37YrF4hh/1wL4TShM/dWbrFqTNZ4Pk068DmIqcFew9v3WtiuXiKGdGrrYBD1JyJUp9P6uiBdBVkKfgZgK3BXDY6sNFovN7u+KeFJTtyYlMozkMv1dEeBPmQlkS08wD6nCpF+fgZgKJiD4hlRr2xRLZkDHb6jLTOC1BPUGNRcV+ukx4f6uRUgI/nm/1dXV1ONly5b5sSZBAMdUUXTw/OeslSp/sVzs71oAP+MyiX1nLg+bbXfmJc0JxsVU0n7dujzIZOILwR9TIY56UJBNU7LZHWcuDS6aDjt1hLSatr63qtvUessHJy8dqr/y9vp5i4NuHjhM+vUZ6PsFExBk05S+lSqD79sTTAjemEitt+CnKr3psf3nmrrV/q2Vx0HCB5+BmAomIMh2p4EZvyAUNiaCgOpLEFPBBATZHCVYmQpCAUz69SWIqWACgimmKrSmAb15VnxQbQkAJurOvCRBGOv6YzQ+N6gmmkBM9SWIqWACEkhu79DwtX3iAxt0/AJ0bWMiYfjVsEpyme/ck9c5MLzyzZradgU+2NCl2fFly44vW5q6A3INK/T9+tKU+DlmMpmGh4cJgoiIcP2H12g0SqWSIIjExEQm03Vhvs1m6+npMRqNQqEwKgpmb/oCnvo7LTLM3xW5Wd9KFYszoOMXoMUZ0XsfWIDHUPHGRD/Nir/Qq33lyPl3a2Qrs+P++HX7oM6MEArQWcHSft39hSJ/1yJU+D+mOhyOI0eO9PX1paamlpWVOZ+qqamRSCR0Ot1ut7PZ7JKSkpSUFOqsQqGoqKjQ6/UMBsNms4lEotLSUgYjyDcW9js89TcIYmptu/KZ22b7uxZgSpiTJJiTdN2ukbPieR9uXvj3f3du/0Jis1/tmcGzgvduXuBSeIq72K+fHhs8a8qnOP/3/TY2NhoMBoJwje5NTU0SiaSgoGDLli33339/ZGRkZWWlXn81J6fVaq2oqGAymRs2bNi6dWtJSUlHR8fp06d9Xv2QExxDqq192sgwVgyP7e+KgCmtY0BPBVQs4GYF92iMfC4RzvJ/8ylE+DmmajSaM2fO3HrrrXS6a03q6+tjY2Pz8vLodDqXyy0uLrZYLBKJBJ+VSqV6vb6oqIgkSYSQWCzOyMhobm62WCy+fg8hJjhiKqQkBCECBlN9zM8x9cSJE+np6c49uphardbpdGlpadQRgUAgEAjkcjl+KpfLCYJITk6mCqSmpuLhVe/XOqQFR9oHmKAE3DFyVjDJZd2RG0hJ/mDSr4/5M6Y2NzcPDg4WFRWNPKXRaBBCAsF1gxYkSarVV/ObqNVqHo/n3LrFhfGFwHvGT08YKDMkIYMScIfLrOAINhEdwcwKqITA0E71Mb91smu12u+++27p0qUczijb5JrNZoQQi3XdL0QWi4WP4wIuF+LCJpPJWzUGCKFxUynVtPVt+6Rx0jMkG7o0h+q7EULezmN+6uLAQlEkg07z3p8AQcNlVrCkZ+jXnzb+fl2Ov+vlLmm/riw7wd+1CCG+iKkGg4FqPtJotPj4eITQiRMnEhISxOLxtgRxTGQhJC5Mo7l+UX7wwQfOTzdt2uT+a4KRxur7xXlTqTRvE50heZPxeEJqpcol0EgFbnOeFZyVRF7o0e4+eemBosBYnQLZ833MFzFVJpPV1tbixwwGY+vWrTKZTC6Xl5SUUMOfDofDZDL19PTw+fzw8HA2m41GNDpNJhPVNuVwOEaj0eUsQghf6AyCqGc1dw+xCcavP226Z1GKc2tyrLyp7sTUm4zHE/Vtu2Ln2jneeGUQCravzlz/3nez4/lTf0cjrdE6bLHFwvx2H/JFTJ01a1Z6ejp+jNuRBoMBIXTs2DHnYr29vYcOHSoqKsrJyREKhQghlUrlXEClUuHjCCGhUNjW1ma1WqlFOLgwVQB4A25NGszWT+ouf32+j2pN/qup5/iF/pHltUarOy97M/F4ojTDls4BQ05yIA2Jganmoy235P3m62OPL40MZ924tP/AYKrv+SKmEgThsvx0xowZ06ZNcz5y4MCB2NjYpUuXcrlchBCPxxMKhTKZbMGCBTgMKxQKrVablZWFy6ekpFy4cKGjoyMjIwMfkclkLBYLdywDbxjZmnz4w7MLRMLaNuWKrPi7C1L+78RFteHH0BjGIk609j93sPnZslnhbAKNPWJqtNh89i5gxi/wiK+23bryzZozz5X4qwLuzD+ASb++5585SiwWy2X+EY1GIwgCLzbF8vPzjx07VlNTk5ubOzw8XF1dzeVyMzMz8VmRSCQUCk+ePMlms4VCYWtra2dnZ0FBAeRR8p6RrUmdyWq3ows7byPoNIRQZiL/sY/OqfRmhBDJZe7amFc4PXrf6c6Fr1ZtKkpbmCYYOWJa2674x3eXT18a4DAZzpHVeysWYC8a4BGxPPYf/mPuvbvPPFE60zdz65zdcP4Bjrh1Haq8tEBK+RQEpm5yDbFYrNPp6urqWlpaEEIkSa5atYoaLqXT6WVlZZWVleXl5fhpTk5Obm6uP2scksSxEcS1CbQj86YihO4uSL27IPX5g5J7d9dRV6n0pi1/r+OHETNi+RtvSXnnnvxvpUoqHhN02q6NuV5asVArVT62fLyZcQC46dYZMRXNV/7rvVNGsw35MBvwDecfOEfcSwP60tlxsHLMZ6ZKTN28efPIg7m5udnZ2SqViiCIyMhIl7N8Pn/dunVqtdpkMpEkOeqaHOBBd+YlHTzX7dy7O7I1OTJvKsYkXOdjD1tsa8SJv7u2JsE5Hh+o65oVz/dw7RFCCF1S6lkMepKQ640XB6GmoUtzVNKPAyryYTbg8ecfuERcndESiDmKA9dUialjYTKZsbGx4xRwyQsBvAevf7++d/emWpM8znW3HxWP7QgdOtf9wGLPr1X4tl25GAZTgYf4cm7dDX14qrO8sYfDZGiMFtWUqVUI8n8OfRBAcGvywcWiBxeL9j9YUDjd3fg0oRxva+cl4QEqj6tpV9wKg6kgwI36v2nv5oWHHi3a88CCpXCH+xXEVDAxc5IEz9+e+fztmRNqoY7c+XmcNm5OMqkzWWUKvQeqew1Omnj8gkI4tRc/gADir2zA+H8Ti6Bf+6PMXRtzC9Kj4vmctKjwzUtEgZ6jOKDRJpSrKOAsWbKESjcB/K6pW+0yg2ksbx+Xmq22J1bM9MjfdZ6yIQxnB+K20mBqcp5bx2LQN96Ssn11lg/+7qdn5RXNV0RREWi0/03OtaJm4PugVgBBTAVTU9egYcPfTtf+etnNv1RDl2bTnjPO417CMBZM2QCe4vxL8ZH9P+x9oCA1Ksyrf7FHY7zz/06eeuYnbtYqsJL+B7qpPkcJhKZpkWGxPPbZTlV+6s0mxppSE0lA8HGe6/6PzQWe+i04jrv/9t2+B29xv1bAl2A8FUxRd+QmHTznlZlKAHjJtMiwny+d/uzBJu/9iRcPS+5blJYeE+69PwFuRvDH1Gon/q4LmIC1uUmHPBFTg2BbaRBANhSkqPTmiuZeb7z41y19V9TD9xWmeePFgUcEf9/vsmXe7YcBXhLBJm5Jjzp2vq9kdtzNvA6eJLlpz/cWqx15YlktAOPbtTE/68Wjt4qjcZprTzGYbb/8+FzLyys9+JrA44K/nQoCl6eaqkXTo6022ySW1QIwOf/YXLDx/dOefU13hlGB3wV/OxUErttzErZ9fM5qd1AphSfnqKT3p1kJz9+e6amKATC+3BTBspmxf/q67fHSGZN+EeedZyolvctnxeWmwLSjqQ5iKpjScFN1XX7yzbzIV5LelVmwCSDwqV/8RPwffz31EdnV1qdFE9+1xnlR9adnu5OEnK9+ucRbdQWeA32/YErzyOzfo829P82GmAp87aFb05452PjByUsfnLx07+7vv5Uq3bzwah583dU1YFqjuU9jbOpWe62mwGMgpoIprSgjurVXq9SZJv0KNW2KBaJILhM21gU+1dCl+fVnzehaTh28a42bcXGsRdUeryTwOL/1/ZpMpuHhYZeDIzeZ0Wg0SqWSIIjExEQmk+ly1maz9fT0GI1GoVAYFRXlxeoC/8FN1S1L0id3OXT8Ar+AZCOhyW8xtb29fWTWwIceeohO/7HpXFNTI5FI6HS63W5ns9klJSUpKSnUWYVCUVFRodfrGQyGzWYTiUSlpaUMBjRHgs0duUlPftow+Zja3Pukh/IGA+Ab7uxVDKYmP89RWr16tXPr0zmgNjU1SSSSgoKCefPmmUymo0ePVlZWrl+/Pjw8HCFktVorKiqYTOaGDRtIkmxvb6+qqjp9+nRhYaEf3gbwpsxEvsVqb+/XiWMjJnptXacqPTo8EvaiAT43Mi5GsJluxsU5SeQvfiJ+9V8tVpsDwaLqgOLn8dSYmJg4J86n6uvrY2Nj8/Ly6HQ6l8stLi62WCwSiQSflUqler2+qKiIJEmEkFgszsjIaG5utlgsfngbwMsmPVPpq+belTA7CfjDyP0NOSyaS0qvsfQOGd/95uLBRwphUXXA8f8cJbvdPvKgWq3W6XRpaWnUEYFAIBAI5HI5fiqXywmCSE7+cYlFamoqHl71cn2BH9yRl3Twh8nE1KOS3p/CYCrwk8UZ0XsfWEDFxbrnSkv+9M2wxXbjC393/Nunlk9ur2LgX37u+/3oo4+Gh4eZTGZKSkpBQQFudCKENBoNGjFliSTJ3t6rWTTVajWPx3PuK8aF8YUgyCSQ3GmR3DOXBheKIt2/quXKEI9DTIv07sZbAIzDZX+YH7aX5r389fnfjJdfcNkfTnz9q6UE46bynAB/8Vs7lclkisXi/Pz84uJisVh86dKlzz77bGhoCJ81m80IIRbrun4SFouFj+MCI88ihEymyS+6AFPZ/NTIFw417/iypanb3Z9N0EgFUw2Xyah6Ymnha8fHKnDv7jM71mSJomHbmUDli3aqwWCgmo80Gi0+Ph4hNHPmzJkzr87GnD17tkgkOnLkyNmzZ51T3k9ov3RcmEZz/XG3ZMkoyUdgo/LAUtPW91HdZZXO3NqnPVR/5e318xZn3Hh46avm3j9vyPVB9QBwX6KA+849+avf/vbLxxa7nHruYPNPs+JunRHjl4oBj/BFTJXJZFQMYzAYW7duHVkmJSVFIBBQo6FsNhuNaHSaTCYOh4Mfczgco9Hocpa60BmEz0CHc8qori31w2vn925eMP46v44BvclqnxnH80kdAZiAOUnkkz+ded/uM4+XzqQy+p6UKnkc4u6CVH/XDtwUX8TUWbNmpadfXVw4sh35Y1UIguraFQqFCCGVSuVcQKVS4eO4QFtbm9VqJQiCOktdCILJ5NbOw4xfMJUtnRHzb6niP979t9liRwh9UifPTuT986FF/q4XuFm+GE8lCCLsGi6XO2oZlUo1ODgYGXl1BgqPxxMKhTKZjOr+VSgUWq2WyvmQkpJit9s7OjqoV5DJZCwWC3csAwCDqWAqa+jSHDjbjQMqQkhvsrT16SCjbxDw2xylI0eOnD9/vqenR6FQtLS0fPnllwih3NwfR7/y8/NVKlVNTc3Q0FBfX19VVRWXy83MvLpdl0gkEgqFJ0+e7Orq0ul0Z8+e7ezszM3NhTxKwefOvCSXVX03zCnTrzV1q4ZhYywwZUFG32Dlz3y/J06coJ4KBILi4mLnVqZYLNbpdHV1dS0tLQghkiRXrVpFDZfS6fSysrLKysry8nL8NCcnxzkkg6CB184/9tE5PKQaxmJkJvLGX7EHG9EAAPyCNqG5tZ5lMpl0Op3FYgkLC+Pz+aOWsVgsKpWKIAiqW9iFWq02mUwkSVLTl5wtWbIE5igFh6ZuNf4Vf0du0gf/7rglPWqcTVXv/tvpR4qnF7kxNxgAv2jq1tzz/hmXjL77H1wI6R0CnT9jqg9ATA1WBa9WHX60KI4/yg8pvcm68NUqyY6f+r5WALjvW6mS6n0hucxdG/MgAWEQ8HMeJQAmZ+/mhfe+f+bor24deQpm/IKAgDMXUr0v0EINDhBTQUCaGcdbNz/5lSPnn1s12+XUV5Le/5w/zS+1AmBCXDIXgiDg/xz6AEzOliXpF3qHatuVzgftDkfV+f7SzLixrgIAAO+BmAoC2N4HCu7dfdr5yFFJ30+zIKACAPwDYioIYDQa2rNp4X27z1BHvmruWZmd4McqAQBCGYyngsC2dEbMN22KneXnbQ4HQugrSd/v7srxd6UAACEq+GNqdXU19dh50xsQNIpnRG36+1mbzYEQIhiMuk6VO7vWAACAx8H6VBDYGro0m/accU7zJgxj3XDXGgAA8AYYTwWBDfKmAgCmDoipAAAAgGdATAWBbRK71gAAgJdATAWBDe9aIwy/GlZJLnPXxlxI8wYA8Ivgn/cLgh7kTQUATBEQU0EwgLypAICpwP8xVaPRDAwMIISEQqFQKBx5VqlUEgSRmJjIZDJdztpstp6eHqPRKBQKo6KifFRjAAAAYDT+jKkmk+n48eMdHR3Ukfnz5y9YsIB6WlNTI5FI6HS63W5ns9klJSUpKSnUWYVCUVFRodfrGQyGzWYTiUSlpaUMBsOXbwEAAACg+C2mOhyOf/3rX4ODg8uWLROJRA6HY2BgwG63UwWampokEklBQcG8efNMJtPRo0crKyvXr18fHh6OELJarRUVFUwmc8OGDSRJtre3V1VVnT59urCw0F/vCAAAQIjz27zf1tbW3t7eZcuWzZo1i81mczicpKSkadN+3Payvr4+NjY2Ly+PTqdzudzi4mKLxSKRSPBZqVSq1+uLiopIkkQIicXijIyM5uZmi8Xin/cDAAAg5PkzpkZERKSnpyOEnJunmFqt1ul0aWlp1BGBQCAQCORyOX4ql8sJgkhOTqYKpKam4uFVr1cdAAAAGI3f+n4VCkVKSkp9fX19ff3w8HB4eHhWVlZeXh6NRkMIaTQahJBAcN1MTpIke3t78WO1Ws3j8ej0H38T4ML4QgAAAMD3/BNTrVarxWKRy+VyuXz+/PkREREXL148c+aMyWTCA6JmsxkhxGJdlx+HxWLh47gAh8NxOYsQMplMLn/rgw8+cH66adMmT78bAAAAACHfxFSDwUA1H2k0Wnx8PH5sMplWr16N+2/T09ONRmNTU1NeXh4VLCe0Zw4ujJu5zjwSRGF/Gx+DD9z34DP3MfjAfc8Hn7kvYqpMJqPeBoPB2Lp1K0EQDAaDTqc7D4iKRCK5XK5UKpOTk9lsNhrR6DSZTFS45XA4RqPR5SxCCF8IAAAA+J4v5ijNmjXrvmvuuecefDAyMtJ5NBQhhJeW4uYmTv6gUqmcC6hUKiophFAo1Gq1VqvV+Sx14VTm0hft99eZsi/lKVPw3U3BKnnQ1Hx3U/OlPGUKvrspWCXf8EVMJQgi7Boul4sPpqammkymwcFBqtiVK1cQQpGRkQghHo8nFAplMhnV/atQKLRaLZXzISUlxW63O+eLkMlkLBaL6lh2X3V19STfmHdeZ2q+1BSskgdfagpWyYMvNQWr5MGXmoJVmpovNQWr5MGXmjpV8ttamjlz5nA4nGPHjvX09AwNDZ07d669vV0sFuOUDgih/Px8lUpVU1MzNDTU19dXVVXF5XIzMzPxWZFIJBQKT5482dXVpdPpzp4929nZmZubC3mUAAAA+Ivf1tJwOJzbb7/92LFjhw4dwkfEYvHSpUupAmKxWKfT1dXVtbS0IIRIkly1ahU1XEqn08vKyiorK8vLy/HTnJyc3Nxcn78PAAAA4CrahObWeoNKpTKbzXw+n+oWdmaxWFQqFUEQuE94JLVabTKZSJJ0WVqDLVmyxMPVBQAAENrGmTzs/5gKAAAABAe/jacCAAAAQQZiKgAAAOAZEFMBAAAAz/DnnuQBAe91YzQahUJhVFSUv6sTVDQajVKpJAgiMTGRyWSOX9Jl4J/D4Yw6Kw2Mz2AwmM3msLAwl2TaozIajT09PQ6HIzY2NiIiwgfVCz5ms9lgMLBYrLCwsPFLwk1+88xms1KpNBgM4eHh0dHR43+rYB6/ySGmjkehUFRUVOj1egaDYbPZRCJRaWkpLIH1iJqaGolEQqfT7XY7m80uKSmhEnqM9Pnnn7ukoszPz1+4cKH3qxkkhoeHq6urFQqFwWBACBUXF8+ePXv8Sy5cuFBTU2O322k0msPhWLBgQX5+vk8qGyRqamrkcjlOdS4Wi0tKSsYvDzf5Tfrqq686OzupnUO5XO6iRYtmzpw5ziXeuMkhpo7JarVWVFQwmcwNGzaQJNne3l5VVXX69Gm8cw64GU1NTRKJpKCgYN68eSaT6ejRo5WVlevXr6cyfoyUkZGRk5NDPR2nJBjJarUaDIa0tDQmk9nQ0HDD8gqF4sSJE2lpacuXL2cwGKdOnTpz5kxUVJTzlsZgfGq1OjY2Nisr69SpU25eAjf5zdDpdIsWLUpNTQ0LCxscHKypqTl+/Difz09ISBi1vJduchhPHZNUKtXr9UVFRSRJIoTEYnFGRkZzc7PFYvF31QJefX19bGxsXl4enU7ncrnFxcUWi0UikYxzSVhYWJwT6IqcEB6Pt27duqVLl4pEInfKNzY20un0ZcuWsVgsBoNRVFQUERFRX1/v7XoGkzVr1pSUlMydO9f9S+Amvxl33XVXTk4OSZJMJjMuLm758uUIoYsXL45V3ks3OcTUMcnlcoIgnHfOSU1NxcOrfqxVEFCr1TqdzvnHoEAgEAgEcrl8/AsdDgcsp/YNuVyekJBApS2j0WgpKSm9vb3wg9Lb4CafNJeNPvEvEpvNNlZ5L93k0Pc7JrVazePxnDfPEQgECCFqL1gwOfgDxB8mhSTJ3t7eca5qbW1tbm622+1CoTA7Ozs7O9u7tQxhFovFYDC4tGgFAoHD4RgaGoKZet4DN7kHSaVShJBzo8iZ925yiKljMpvNLpPu8FRJl11dwUSZzWZ07cOksFgsfHxU0dHR8fHxPB7PaDS2trbW1tZqNJqioiKv1zUkjfUPhODm9ya4yT1IrVZ/9913iYmJ6enpoxbw3k0OMXUCcJ+MSw8DmJwJdXCtXr2aepyTk3P48OGmpqY5c+bw+XwvVA2MAm5+b4Ob3FP0ev2RI0c4HE5paemE7liP3OQwnjomDofjMrUd/36h+t/B5OAP0OXHoMlkcnMpHp1Oz87OdjgcfX19XqlfyBvrHwghBMslfQNu8kkzGAyHDx+22+1r1qwZZ02w925yiKljEgqFWq3WarVSR1QqFT7uv0oFA/wB4g+TolKp3P9g8RJhaiEa8CyCIHg83sh/IDqdDm0mn4GbfBKGh4cPHz5ssVh+9rOf8Xi8cUp67yaHmDqmlJQUu93e0dFBHZHJZCwWKz4+3n+VCgY8Hk8oFMpkMqr7V6FQaLVaKueDw+EwmUzjTNjD8+NhsowHWSwW59/sKSkpfX19Op0OP7VarZcvX05OToaEJ54CN7nHDQ8Pf/HFFyaTac2aNaPGRbPZ7Dyn10s3OeOll166meuDmEAgkMlkly5dioqKYjAYTU1NLS0t8+fPT0pK8nfVAh6bzW5paTEYDJGRkWq1+vjx4zQabfny5QRBIIQGBgb27duHEMIf9YULF1pbWx0Oh9VqHRwcPHPmTHt7e0pKyrx58/z8NgJKW1tbf39/X19fb28vm802Go1KpTIyMhLPbP/666+rq6vz8/PxYJJAIGhpaent7Y2NjTWbzbW1tUqlctmyZeP/9gfO5HJ5d3e3Uqns7OzEN7ZSqeRwOLjXEW5yj/v8889VKlVmZqbValVeYzQacYIBhNCePXu6urqoDGJeuslhjtKY6HR6WVlZZWVleXk5fpqTk5Obm+vvegUDsVis0+nq6upaWloQQiRJrlq1aqyBaoIgWltbGxsb8VM6nT579myYDzlRJ0+epOYHtLa2tra2IoREItGov8pJkly5cuXx48c/+eQThBCLxVq+fPlY+WjAqCQSiUwmw4/7+vrwyOiKFStG/cqGm/wm2e32wcFBhJBLmrDU1NRp06aNeomXbnLYk/zG1Gq1yWQiSRImaHiWxWJRqVQEQURGRo5f0uFwaLXa4eFhOp0uEAjcSY0Nbh7+nnI4HJGRkdDr621wk/uFx29yiKkAAACAZ8AcJQAAAMAzIKYCAAAAngExFQAAAPAMiKkAAACAZ0BMBQAAADwDYioAAADgGZBHCQQJu91++fJljUaj0Wh0Oh2LxcLJa0KKwWC4cuUKh8Nxee8KhUKlUrmZyPTTTz89fvz4woULRz2rUChef/312NjYmJiYm69wb2/vwMCAZgw0Gq25ufndd99dsGCBy7Zc3mM0Gn//+98nJSWNn4DaYrH84Q9/iIqK8sjnAIJGyH3pgGClVqs3btzofCQ1NfXhhx9evHixv6rkvp6enjfeeOOee+6ZM2fOzbzOqVOnXnrppd/97neFhYXOx1977bXW1lacEeyGmpub29vbH3300VHParXaqqqq4uLizMzMm6kq9uKLL+JcWqPatGlTZGRkVVXVL37xi/Dw8Jv/c+7Yt29fS0tLWlra+MWYTCabzX7jjTfeeecd2AIPUCCmgqCycuXK//zP/3Q4HF1dXX/729+effbZN998My8vz9/1ugGdTnfq1KmysjJ/V8TXnn76aYPBgB8fPXr04MGDzz//fHJyMj4SGxtLEIRYLPbZfjhDQ0Mff/zxr371K5wGeXx33333unXrvv322yVLlvigbiAgQEwFQUUgEIjFYoTQjBkzkpKStmzZUlFRgWPq4OBgZ2enVquNi4sTi8XOX5oajcZutwuFwv7+/vb29ri4uIyMDDcv6e3tlUqlUVFRVG7urq6uzgWVIC8AAAqbSURBVM7OadOmpaamulTPbDafP39eo9HEx8eLxWLcvsE5GhFCQ0NDCoUCIcTj8ahEmENDQ+fPn7dYLNOnT3dORmowGPR6fXR0tMFgkEgkNBptwYIF7n9QDodDKpX29PSQJJmZmTl+JjydTtfU1MRgMHJyckYtMOlKikQi6vG5c+cQQunp6fhfEDMajbGxsdQnr1AowsLCwsPD29vb+/r6RCIRzkHvcDguXLigVqvFYnF0dLSb1RupoqLC4XAUFxc7H9RoNBcvXtTr9SRJZmRkULtyxsTE5ObmHjx4EGIqoEBMBUFr+vTpCKGBgQGE0AsvvPDNN9/QaDSCIMxmc3p6+muvvUZ9vb788ssajaagoODDDz90OBy33Xbbs88+684lixYt+vvf/06j0ex2++LFi19++eU//elP5eXldDrdbrffdddd27Zto+pz4sSJP/zhDxqNhsVimc3mrKysV155JSoq6ocffnjyyScRQq+//jou+cQTT6xdu9bhcLz//vv79++3Wq0EQVit1rKysieffBKPlX7++efvvPPO9u3bX3/99eHh4fj4+AMHDrj5yfT29j733HNtbW1MJtNisURFRW3fvn2s1nxNTc0rr7xiMBjYbDaHw3nwwQedz3qvkthXX331xz/+8YsvvsBJof/rv/5r9erVcrn8+++/RwjRaLSHHnqorKzsqaeeunDhgt1uZzKZzz77bElJiTvVG+nYsWNz58513sv6s88+27Vrl9Vq5XK5Op2OwWDs27eP2pyqsLDwL3/5i1qtFggEE3pfIFhBTAVBC2+9glsteXl5mzZtSk1NpdPpEolk+/btr7zyyl/+8heq8KVLl2g02vvvv5+SkjI0NOTmJREREZ988kl0dPQ///nPv/71r9u2bYuJifniiy94PN6uXbsOHDiwYsUKPO7Y2Nj44osvlpSUPProo0Kh8Pz58y+88MJLL7309ttvL1iwYNeuXT//+c9feOEF3OLB83H+8Y9/7N2795FHHrnjjjuYTGZ1dfXOnTtjY2MfeOABqg7vvPPOSy+9lJubi+uM9fX1UTuiYMPDw9Rju93+9NNPKxSKN954Iy8vr7u7+4UXXnjmmWc+/PDD2NhYl8/wypUrO3bsmD179o4dO4RCYW1t7W9/+1vnApOu5KSVl5ffeeedL7/8Mo1G27lz57vvvltTU1NcXPzWW2+ZTCbc27948WLc0HenehSDwdDW1nbvvfdSRwYHB//85z+vW7fuoYceYrFYRqPx9OnTziO7WVlZDoejvr7epWkLQhaspQFBRaFQNDY2NjQ0lJeX79ixg0aj4UHKO+64Iz09ncFg0Gi07Ozs++67r6GhQa1WUxdardYXX3xRLBaz2Ww8k/OGl9jt9u3bt8fHxxMEsX79+oiIiM7OzqeffjoyMpLJZG7evBkhdPbsWVx4z549iYmJzzzzDJ5NOnv27Icffri+vl4mk9HpdLzPHYvF4nK5XC6XwWCYzeZ9+/atXLnyv//7v9lsNp1O/8lPflJWVvb5558773uxadOmwsJCLpcbFxdHHfzTn/503/Wampqos3V1dRcvXty8efP8+fPpdPq0adOee+45g8Fw6NChkZ/n4cOHrVbr888/HxUVRafTly5d6jzoezOVnLRp06Y98sgj4eHhYWFh999/v81m4/F469ev53A4JEmuX79eo9FIpVL3q0eRy+V2uz0+Pp460tPTY7fbb7nlFvwrh8PhLF261LlJivstOjs7b/59geAA7VQQVKqqqqqqqhBCdDo9PT398ccfx7s6GwyGw4cPNzc3q9Vqu92u1WoRQv39/dT3Y0xMDDU1BrvhJYmJidQudXQ6PSYmJjIykhoHDQ8PDw8PVyqVCCGHw9HQ0DBr1qyvv/6aen186tKlS+np6SPfSFtbm16vZzAYFRUV1EGz2azRaFQqFfV3R+2wfeyxx1wGPt96662uri78GM+zdZ4YjMcgR51/e/78+WnTpjmHmYULF1L9tzdTyUnLzs6m5tniIJ2dnU2dxUfwZ+tm9SgajQYh5Ly/aXp6emRk5M6dO1etWpWfn5+Tk+My8IwnT+ELAUAQU0GQWb169b333kun0yMjI6kxM6PRuHXrVrVaXVpaOnfuXCaTeenSpY6ODovFQl3oMh7mziVcLtf5EgaD4XKEIAibzYYQMplMZrNZLpd/9tlnzgVmzpw51k7sOITX19e3t7e7XIJfc9RqY8nJybNmzXI+4jxAqNfrR14oEAjwcRd4Yo7zEedVmzdTyUlz/pDxhpcjj+C/7mb1KPjfwuWf+H//939379598ODBDz/8MCwsbO3atQ899BA1Z8pkMlEXAoAgpoIgEx4e7tyowmprazs7O3ft2kU1aG64UnMSl4yDzWazWKy8vLwXX3zRzUtwA2j9+vVr1qyZ9N8d55UHBgaoiTb4qfNsW+fCPT09zkcGBwd9UEmPmGj1oqKiEELO3fsIoeTk5O3btzscjra2toMHD+7fvz8hIWHt2rX4LG6hjmzygpAF46kg+OGpMSkpKdSRmpoaj18yDhqNlp+ff+bMGZfvawoerjMajdSRGTNm8Pn8ysrKUUf+bgbuFnZ+Ow0NDSqVatR1MnPmzOnu7nYeL3S+0HuV9IiJVi8xMVEgEFy8eHHkKRqNNnPmzKeffprD4bS1tVHH8cBtVlaWp+oMAh3EVBD8cEfoX//614GBgStXrrz99tuNjY0ev2R8W7ZsMRqNjz/++JkzZwYHB69cuXLy5Mnnn38e9zQmJiZyudzy8vJTp06dO3dOqVQymcwtW7Y0NDS8+OKLFy5c0Gg0HR0dR44cefPNN2+mGgihuXPnzpkzZ/fu3RUVFUqlsq6ubufOnSRJjtqYW7NmTVhY2Pbt28+fPz84OHjgwIETJ05QZ71XSY+YaPXw8tnm5mbqyPfff//2229LJBK1Wj04OPjPf/7TaDTOnDmTKtDY2Mjn852PgBAHfb8g+GVlZd1///179+798ssvEULZ2dmPPfbYa6+95tlLxicWi998880//vGPTzzxBD7CZDLxzFv8+Omnn37//fefeeYZm82G16euXbuWIIj33nuvuroaX8Ln8++4445J14Hy6quv7ty589VXX8VP09LSXnnllVHT20ZFRf32t7/dsWPH1q1bEULx8fG/+tWvfvOb31AFvFdJj5ho9W6//fZf/vKXMpkMTxzjcrnffPPNJ598gs9yOJyNGzeuXr0aP7Xb7cePH7/tttvwIC4ACCHa1Oy0AcDjNBpNd3c3SZLO44gev+SGent7lUolj8eLj493Z26L3W7v7OzU6/WRkZFxcXEe/PpWKBR9fX18Pt+5i3tUVqtVKpUSBJGenj5q0j7vVdIjJlS9Bx54YO7cub/85S+pI/39/UqlksPhJCYmUvO6EUKnTp167rnn9u3bN35uJhBSIKYCAMCPfvjhh//5n//5+OOPb7jhzNatW3NycsbabACEJoipAABwHalUGhMT47KIyAVuu6elpTm3XAGAmAoAAAB4Bsz7BQAAADwDYioAAADgGRBTAQAAAM+AmAoAAAB4BsRUAAAAwDMgpgIAAACeATEVAAAA8AyIqQAAAIBnQEwFAAAAPANiKgAAAOAZEFMBAAAAz/h/Iu9CQccULOUAAAAASUVORK5CYII=", "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": [ "('20241106-153000-933-a43bb7', '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 0.5686 0.5083 0.4248 ... 0.38 0.4807 0.4666\n",
       "Attributes:\n",
       "    tuid:                             20241106-153000-933-a43bb7\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 0.5686 0.5083 0.4248 ... 0.38 0.4807 0.4666\n", "Attributes:\n", " tuid: 20241106-153000-933-a43bb7\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": "60851ca8c8504ace94fb99697bfd69d6", "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": "75a47e8843be48d0a9984da5e2183bbd", "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": "f1c87b056ddc4993901d23026555099c", "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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