{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Using doNd functions in comparison to Measurement context manager for performing measurements" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This example notebook contains simple cases in which the `doNd` utilities of QCoDeS can be used to perform measurements. The `doNd` functions are generic wrappers of QCoDeS `Measurement` in zero, one, and two dimensions, as well as the general n dimension. To have a better picture of the difference between the two approaches, we compare `doNd` and `Measurement` side-by-side in some cases. In what follows, we shall provide the most basic functionalities and leave more detailed practices to the user. In particular, we shall not concern about single-point measurements." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Setup before measurement" ] }, { "cell_type": "markdown", "metadata": {}, "source": [] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here, we call necessary imports for running this notebook, as well as setting up a database, dummy parameters, and creating an experiment object." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import os\n", "import time\n", "\n", "import numpy as np\n", "\n", "import qcodes.logger\n", "from qcodes.dataset import (\n", " LinSweep,\n", " LogSweep,\n", " Measurement,\n", " TogetherSweep,\n", " do1d,\n", " do2d,\n", " dond,\n", " initialise_or_create_database_at,\n", " load_or_create_experiment,\n", " plot_dataset,\n", ")\n", "from qcodes.instrument_drivers.mock_instruments import (\n", " DummyInstrument,\n", " DummyInstrumentWithMeasurement,\n", ")\n", "from qcodes.utils.dataset.doNd import plot" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Logging hadn't been started.\n", "Activating auto-logging. Current session state plus future input saved.\n", "Filename : C:\\Users\\jenielse\\.qcodes\\logs\\command_history.log\n", "Mode : append\n", "Output logging : True\n", "Raw input log : False\n", "Timestamping : True\n", "State : active\n", "Qcodes Logfile : C:\\Users\\jenielse\\.qcodes\\logs\\221028-74616-qcodes.log\n" ] } ], "source": [ "qcodes.logger.start_all_logging()" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "tutorial_db_path = os.path.join(os.getcwd(), \"tutorial_doNd.db\")\n", "initialise_or_create_database_at(tutorial_db_path)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "First, we set up two dummy instruments to have something to measure. The dmm is set up to generate output depending on the values set on the dac simulating a real experiment." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# preparatory mocking of physical setup\n", "dac = DummyInstrument(\"dac\", gates=[\"ch1\", \"ch2\"])\n", "dmm = DummyInstrumentWithMeasurement(\"dmm\", setter_instr=dac)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We create an experiment for the purpose of this notebook." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "tutorial_exp = load_or_create_experiment(\"doNd_VS_Measurement\", sample_name=\"no sample\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1D measurement" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Measurement" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We perform a one-dimensional sweep over a dac channel to measure our dmm voltages:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting experimental run with id: 63. \n" ] } ], "source": [ "# Setting up Measurement\n", "meas = Measurement(name=\"1d_measurement of dmm from dac sweep\", exp=tutorial_exp)\n", "meas.register_parameter(dac.ch1)\n", "meas.register_parameter(dmm.v1, setpoints=(dac.ch1,))\n", "meas.register_parameter(dmm.v2, setpoints=(dac.ch1,))\n", "\n", "# Running Measurement\n", "with meas.run() as datasaver:\n", " for dac_sweep in np.linspace(0, 1, 10): # sweep points\n", " dac.ch1(dac_sweep)\n", " datasaver.add_result(\n", " (dac.ch1, dac_sweep), (dmm.v1, dmm.v1()), (dmm.v2, dmm.v2())\n", " )\n", " time.sleep(0.01) # Can be removed if there is no intention to see a live plot\n", "\n", " dataset1 = datasaver.dataset" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "([,\n", " ],\n", " [None, None])" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_dataset(dataset1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### do1d" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now let us use the `do1d` function to perform the above measurement." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting experimental run with id: 64. Using 'qcodes.dataset.do1d'\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "a2fef1373f75488aa2aae8b1e8bb0309", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/10 [00:00,\n", " ],\n", " [None, None])" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "do1d(dac.ch1, 0, 1, 10, 0.01, dmm.v1, dmm.v2, do_plot=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that since DummyInstrumentWithMeasurement.v1 and v2 returns a result with simulated random noise, the results are not exactly the same as above." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2D measurement" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, let us have a two dimensional sweep over gate voltages:" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Measurement" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting experimental run with id: 66. \n" ] } ], "source": [ "# Setting up Measurement\n", "meas = Measurement(name=\"2d_measurement of dmm from dac sweep\", exp=tutorial_exp)\n", "meas.register_parameter(dac.ch1)\n", "meas.register_parameter(dac.ch2)\n", "meas.register_parameter(dmm.v1, setpoints=(dac.ch1, dac.ch2))\n", "meas.register_parameter(dmm.v2, setpoints=(dac.ch1, dac.ch2))\n", "\n", "# Running Measurement\n", "with meas.run() as datasaver:\n", " for dac1_sweep in np.linspace(-1, 1, 20): # sweep points over channel 1\n", " dac.ch1(dac1_sweep)\n", " for dac2_sweep in np.linspace(-1, 1, 20): # sweep points over channel 2\n", " dac.ch2(dac2_sweep)\n", " datasaver.add_result(\n", " (dac.ch1, dac1_sweep),\n", " (dac.ch2, dac2_sweep),\n", " (dmm.v1, dmm.v1()),\n", " (dmm.v2, dmm.v2()),\n", " )\n", " time.sleep(\n", " 0.01\n", " ) # Can be removed if there is no intention to see a live plot\n", "\n", " dataset2 = datasaver.dataset" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "([,\n", " ],\n", " [,\n", " ])" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_dataset(dataset2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### do2d" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Again, we use `do2d` to produce the results for the above measurement. As explained earlier, the results might look different compared to the Measurement section:" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting experimental run with id: 67. Using 'qcodes.dataset.do2d'\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "b62ec6a3ea004a25b51a34d27b73e79d", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/20 [00:00,\n", " ],\n", " [,\n", " ])" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Running masurement with do2d\n", "do2d(\n", " dac.ch1,\n", " -1,\n", " 1,\n", " 20,\n", " 0.01,\n", " dac.ch2,\n", " -1,\n", " 1,\n", " 20,\n", " 0.01,\n", " dmm.v1,\n", " dmm.v2,\n", " do_plot=True,\n", " show_progress=True,\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Handling plot, experiment, and measurement_name with doNd" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As discussed above the `doNd` functions can be configured to automatically call `plot_dataset` and save the output to `png` and `pdf` files. It is however also possible to generate these plots using the `plot` function in the dond module after a measurement is performed.\n", "\n", "The `doNd` functions return a tuple of the dataset obtained in the measurement, a List of Matplotlib axes, and a list of Matplotlib colorbars and plot takes a dataset to be plotted along with keyword arguments that determine if a png or pdf file should be saved. One should therefore pass the first element of the tuple returned by `doNd` to the plot function.\n", "\n", "As with the `Measurement` context manager, it is possible to pass an explicit `Experiment` object and `measurement_name` to the `doNd` functions. Then, one can easily switch between experiments and modify `measurement_name` when using the `doNd` functions." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting experimental run with id: 68. Using 'qcodes.dataset.do1d'\n" ] } ], "source": [ "result_1d = do1d(\n", " dac.ch1,\n", " 0,\n", " 0.25,\n", " 10,\n", " 0.01,\n", " dmm.v1,\n", " dmm.v2,\n", " exp=tutorial_exp,\n", " measurement_name=\"1d_measurement of dmm from dac sweep\",\n", ")" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting experimental run with id: 69. Using 'qcodes.dataset.do2d'\n" ] } ], "source": [ "result_2d = do2d(\n", " dac.ch1,\n", " -0.6,\n", " 0.6,\n", " 20,\n", " 0.01,\n", " dac.ch2,\n", " -0.6,\n", " 0.6,\n", " 20,\n", " 0.01,\n", " dmm.v1,\n", " dmm.v2,\n", " exp=tutorial_exp,\n", " measurement_name=\"2d_measurement of dmm from dac sweep\",\n", ")" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(1d_measurement of dmm from dac sweep #68@C:\\Users\\jenielse\\source\\repos\\Qcodes\\docs\\examples\\DataSet\\tutorial_doNd.db\n", " ---------------------------------------------------------------------------------------------------------------------\n", " dac_ch1 - numeric\n", " dmm_v1 - numeric\n", " dmm_v2 - numeric,\n", " [,\n", " ],\n", " [None, None])" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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sra1Fbm6ubpv2c3j9+vW6bdrzLpPJxNGjR3Xbd+3apQuhDz/ngQMH6h3rtddeEwDE2bNnddsefj9V9LXUOnz4sAAgfv755zKfe0XwslQp+vTpAxcXF/j4+GDIkCFQKpX4/fff9ZpoK+uFF15Ao0aNdD9rL3Vdv3693Pu2b98effr0gUqlgqenJ0aNGoU+ffogMTERvXv3Rp8+fdCnTx+0b99ed5/MzExkZ2dj7Nix+Oqrr/Dcc8/hq6++wiuvvIINGzYgMjJSt6+trS1atGiBsLAwbNmyBUuWLIFKpcKgQYOQlJRU5efs6+uL3bt3F/uaNm2a3n7vv/8+WrRogXHjxuG1115Dz5498cYbb5T4mEVHL0iShClTpiA/P1/XnLpp0ybY29vjiSee0F3KS0pKQvv27WFjY4O9e/fqPV7Tpk3Rt2/fCj+niRMn6jVrd+rUCUIITJw4UbdNLpejQ4cOeq9tZetq3ry57j0CAC4uLggODq7Q+6UkcXFxOHPmDMaNG6fXSfKJJ55A8+bN9fbdvn075HJ5sddg+vTpEEJgx44dJR5j7ty5UKlU+Pjjj0u8Xa1WY9euXRg0aBAaN26s296sWbNKvQZajRo10vV7ycrKAlDYb2rDhg3o0KEDgoKCdPu6ubnh7NmzmDx5Mu7du4dly5Zh5MiRcHV1xfz586vcFP7kk0/C0dERGzZs0B17xIgRJe67ZcsWaDQaDBs2TO894O7ujsDAQL33QNHLwVlZWUhKSkKXLl0ghMDp06d1+1hYWGDfvn012rfnpZde0ruktnv3bqSmpmLEiBF6dcvlcnTq1KnYexco7Kuo5eDggODgYCiVSr0+i9q+gw//nnTv3h2NGjXSO1afPn2gVqtx4MABveNU53O1NMnJyXqP+bDJkyfr/dy9e3ckJycjPT0dAHRDmv/v//5Pb7/p06cDALZt21bqY1f0NS36/sjIyEBSUhK6d++O7OxsXLlyRW9fGxsbDB8+XPez9rw3a9ZMr7+m9vuSzl1YWJjez9rRkWUN367sa6k959X5m6PFDsWl+OabbxAUFIS0tDT88MMPOHDgQLU7mBb9MAcevJDlfShlZmbqrm3u3r0bjz76KJKSkqDRaPDvv//iww8/1H3QFP2F1L75H/6gHTlyJJYvX44jR44gMDAQKpUKffr0Qa9evfD111/r9uvTpw9atGiBRYsW4ZNPPqnSc1YqlejTp0+5+1lYWOCHH37Q9cP48ccfS7wuLpPJ4Ofnp7dN+wdMez06MjISaWlpcHV1LfFYCQkJej83bdq0Ik9F5+HXURsUfHx8im0v+tpWtq6HjwMUvmeq+kfs5s2bAIDAwMBitwUHB+PUqVN6+3p6esLW1lZvv2bNmuk91sP8/PwwZswYrFixArNmzSp2e2JiInJyckqtoSrzXIwaNQpbt27Fb7/9hpEjR+Lw4cO4ceMGpk6dWmxfDw8PLF26FEuWLEFkZCR27dqFTz75BO+++y48PDz0/iBXlLm5OYYOHYr169ejY8eOiI2NxciRI0vcNzIyEkKIEp+/9rG0YmJi8O677+L3338v9ppr+9YpFAp88sknmD59Otzc3PDoo4+if//+GDt2LNzd3Sv9XLQe/p3Q/iNUWkdPOzs7vZ8tLS3h4uKit83e3h7e3t7Ffq9L+j05d+5csftrlfd7UtHP1fKUFXbLOqadnR1u3rwJmUyGgIAAvf3c3d3h4OBQ6u8PUPHX9OLFi5g7dy727NmjC1VaRfteAij1vJf0maV9Hg97+D3r7+8PmUxW5jQUlX0ttee8Jua7YrgpRceOHXWjpQYNGoRu3bph5MiRiIiI0A0XlSSpxF+Ahzt0aZXWubC8/xinTJmCVatW6W3bsmWL7vs33ngDb7zxBpo0aaL3RvP09MTFixdL7CgMPHgDHzhwABcuXMDnn3+ut19gYCCaNWuGQ4cOlVlfTdHO25Obm4vIyMhKhw4tjUYDV1dXrFu3rsTbH/5Fq2yH6dJex5K2F31tK1tXVd8vhvaf//wHa9aswSeffIJBgwbV+vH69+8Pe3t7rF+/HiNHjsT69eshl8v1/lN9mCRJCAoKQlBQEPr164fAwECsW7euSuEGKPyHYdmyZXj//ffRunXrYi1hWhqNBpIkYceOHSW+vtrPFrVajSeeeAIpKSmYOXMmQkJCoFQqcfv2bYwfP16vM+a0adMwYMAA/Prrr9i1axfeeecdLFy4EHv27EHbtm3LrLu0z6qHfye0x1uzZk2JocnMTP9PSWV+R4DivydPPPEE3n777RL3LdoaV9HHrCwnJ6cyw1FFj1nVP9Llvaapqano2bMn7Ozs8MEHH8Df3x+WlpY4deoUZs6cWayzbnVej9JU5LlV9rXUnvOiIw+riuGmAuRyORYuXIjHHnsMixcv1v1H2qhRoxKb78pK5VXx9ttvY/To0YiOjsbLL7+M1atXw8PDAxs3bsT27duxcuVKAMU/kNq3b4/du3fj9u3bCA4O1m3XjmbR/jG9e/cugJI/6AoKCnQToNWmc+fO4YMPPsCECRNw5swZTJo0CefPny82x4RGo8H169f1fimuXr0KALoRav7+/vj777/RtWvXWh3pVVm1UVdlPjybNGkCAHqXI7UiIiKK7fv3338jIyNDr/VG29ytfayS+Pv7Y/To0Vi+fHmxKQpcXFxgZWVVoRoqSqFQYMiQIVi9ejXu3r2LTZs24fHHH69wy4Wfnx8aNWqEuLi4Kh0fALp164bGjRtj3759ZbZy+vv7QwiBpk2bFvtgL+r8+fO4evUqVq1ahbFjx+q27969u9THnT59OqZPn47IyEi0adMGn332mW6CwUaNGiE1NVXvPvn5+RV+zv7+/gAK/zGqSEtsdfj7+yMzM7NGj1PZkBESEoLo6OgqH69JkybQaDSIjIzUtXYChZ+1qampZf7+aJX1mu7btw/JycnYsmWL3oiu6tRcnof/4YyKioJGoylzfq3Kvpba+oues6pin5sK6tWrFzp27IgvvvhCd4nI398fV65cQWJiom6/s2fP1nhLR/PmzdGnTx+YmZmhUaNGGD16NPr06YP09HR069ZN19+ma9euevfTXtv+/vvv9bZ/9913MDMz0w1j137IbtiwQW+/U6dOISIiotz//qqroKAA48ePh6enJ7788kusXLkSd+/exZtvvlni/osXL9Z9L4TA4sWLYW5ujt69ewMofN5qtRrz588vdl+VSlXsQ76u1EZd2vlHKnJfDw8PtGnTBqtWrdJrtt69ezcuXbqkt+8zzzwDtVqtd64B4H//+x8kScLTTz9d5rHmzp2LgoIC/Pe//9XbLpfL0bdvX/z666+IiYnRbb98+bKu5a4qRo0ahYKCArzyyitITEzUzW1T1LFjx3T9coo6fvw4kpOT9f4BqCxJkvDVV1/hvffew5gxY0rd77nnnoNcLse8efOK/XcshEBycjKAB/9RF91HCIEvv/xS7z7Z2dnFhuP6+/vD1tZWb8ixv79/sf4NK1asKLXl5mF9+/aFnZ0dFixYUOKw+6KfgdU1bNgwHDlypMT3Q2pqapX+2arM7wkAdO7cGRcuXKjQsO2SPPPMMwCAL774Qm+7tnW8X79+pd63Iq9pSe+P/Px8LFmypEr1VoR2OL2WtgtDWZ8FlX0tw8PDYW9vjxYtWlS7XrbcVMKMGTMwdOhQrFy5EpMnT8aLL76Izz//HH379sXEiRORkJCAZcuWoUWLFsWugdaEQ4cO4dFHH9X9F3L48GG89dZbpe7ftm1bvPjii/jhhx+gUqnQs2dP7Nu3D5s2bdKbSbZ9+/Z44oknsGrVKqSnp+PJJ59EXFwcvv76a1hZWRXr/CtJku6xypOWllbq9PTayf0+/PBDnDlzBv/88w9sbW3RqlUrvPvuu5g7dy6GDBmi+6AACq/l79y5E+PGjUOnTp2wY8cObNu2DXPmzNG1RPXs2ROvvPIKFi5ciDNnzuDJJ5+Eubk5IiMjsWnTJnz55ZcYMmRIubXXtNqoq02bNpDL5fjkk0+QlpYGhUKBxx9/vNR+PQsXLkS/fv3QrVs3vPjii0hJScHXX3+NFi1a6C0/MGDAADz22GP4z3/+gxs3bqB169b466+/8Ntvv2HatGm6/+RLo229efhyKgDMmzcPO3fuRPfu3fHaa69BpVLpajh37lylnr9Wz5494e3tjd9++w1WVlZ47rnniu2zZs0arFu3DoMHD0b79u1hYWGBy5cv44cffoClpSXmzJlTpWNrPfvss3j22WfL3Mff3x8ffvghZs+ejRs3bmDQoEGwtbVFdHQ0tm7dipdffhlvvfUWQkJC4O/vj7feegu3b9+GnZ0dfvnll2KXSq5evYrevXtj2LBhaN68OczMzLB161bcvXtX77LcpEmTMHnyZDz//PN44okncPbsWezatavCzf92dnZYunQpxowZg3bt2mH48OFwcXFBTEwMtm3bhq5duxYLwlU1Y8YM/P777+jfvz/Gjx+P9u3bIysrC+fPn8fmzZtx48aNSl+20A60eOONN9C3b99yL1s+++yzmD9/Pvbv348nn3yy0s+hdevWGDduHFasWKG7hHT8+HGsWrUKgwYNwmOPPVbqfSvymnbp0gWNGjXCuHHj8MYbb0CSJKxZs6ZWL1lHR0dj4MCBeOqpp3DkyBGsXbsWI0eOROvWrUu9T2Vfy927d2PAgAE1s8ZctcdbGZnS5rkRQgi1Wi38/f2Fv7+/bpjk2rVrhZ+fn7CwsBBt2rQRu3btKnUoeElD+1DKEM2ShISEiPnz5wshhLh161apdRaVn58v3n//fdGkSRNhbm4uAgICxP/+979i+2VnZ4sPPvhANG/eXFhZWQl7e3vRv39/cfr0ab39MjIyShxKXpLy5uYRQojw8PBic6MIUTiU+pFHHhGenp66uT/GjRsnlEqluHbtmnjyySeFtbW1cHNzE++9955Qq9XFjr9ixQrRvn17YWVlJWxtbUXLli3F22+/rRumLIT+MOaHlTZM9uFzrh0qqR2KrqWttybrKmn6gW+//Vb4+fnphlKXNyz8l19+Ec2aNRMKhUI0b95cbNmypdh7VojC1/rNN98Unp6ewtzcXAQGBopFixbpDYMvq9bIyEhdTUWHggshxP79+0X79u2FhYWF8PPzE8uWLdOdx6qaMWOGACCGDRtW4u3nzp0TM2bMEO3atROOjo7CzMxMeHh4iKFDh4pTp05V6lglDXEvSUnz3AhR+Bp069ZNKJVKoVQqRUhIiAgLC9Mbun7p0iXRp08fYWNjI5ydncVLL70kzp49qzdUNykpSYSFhYmQkBChVCqFvb296NSpk9i4caPe8dRqtZg5c6ZwdnYW1tbWom/fviIqKqrC7/Giz7tv377C3t5eWFpaCn9/fzF+/Hi9KShKe9+Xdi5Kev9kZGSI2bNni4CAAGFhYSGcnZ1Fly5dxKeffqqbv6Yyn6sqlUq8/vrrwsXFRUiSVKH3WatWrcTEiRP1tpX2u649b0Xn+ykoKBDz5s0TTZs2Febm5sLHx0fMnj1bb5h2SSr6mh46dEg8+uijwsrKSnh6eoq3335bN5S76GdAZc67EIXnLiwsrNhzvnTpkhgyZIiwtbUVjRo1ElOmTCk2X9rD7ychKvZaCiHE5cuXddOw1ATp/pMhqpDt27ejf//+OHv2LFq2bFmnxx4/fjw2b95cqQUOiYiqYs2aNQgLC0NMTIxuqRtT9P7772PevHlITEyskY6+pZk2bRoOHDiA8PDwGmm5YZ8bqpS9e/di+PDhdR5siIjq0qhRo9C4ceNifU2o5iUnJ+O7777Dhx9+WDOXpMA+N1RJixYtMnQJZALS0tKKraH0sOrM41KanJycYnOEPMzR0bFKi2xSwyKTyXDhwgVDl2ESnJycarxFnuGGiOqdqVOnltgZuajauKL+888/Y8KECWXus3fv3hIXzCWi+oN9boio3rl06VK5q4vXxnwrcXFxxVa5flj79u3LnJqfiAyP4YaIiIiMCjsUExERkVExuT43Go0Gd+7cga2tbY31yiYiIqLaJYRARkYGPD09IZOV3TZjcuHmzp07xVZCJSIiooYhNjYW3t7eZe5jcuFGuwhgbGws7OzsDFwNERERVUR6ejp8fHz0FvMtjcmFG+2lKDs7O4YbIiKiBqYiXUrYoZiIiIiMCsMNERERGRWGGyIiIjIqDDdERERkVBhuiIiIyKgw3BAREZFRYbghIiIio8JwQ0REREaF4YaIiIiMCsMNERERGRWGGyIiIjIqDDdERERkVBhuqJjcAjWEEIYug4iIqEpMblVwKi4rT4UTN1Jw5HoyjlxLxoXbafCwt8KnQ1ujs7+TocsjIiKqFIYbE5RboMapm/dw5HoyDl9LxtnYVKg0+i01t1NzMPK7o5jc0x9v9gmChRkb+YiIqGFguDEB+SoNzt5KxeGoZBy5noRTManIV2n09vFuZIXOfk7oEuCENj6NsHz/NWw4EYul+67hYGQSvhjeBv4uNgZ6BkRERBUnCRPrXJGeng57e3ukpaXBzs7O0OXUCpVagwt30nH4WhKOXEvGyRv3kFOg1tvHzU6BLv7O6OznhM7+TvBxtC72ODsvxGHWlvNIzS6Albkc7/RvjhEdfSBJUl09FSIiIgCV+/vNcGMENBqBS3HpOHr/MtPx6BRk5qn09nFSWuBRf6fC1hl/JzR1VlYopMSn5WL6pjM4FJUMAHiiuRs+fq4lnGwUtfJciIiISsJwUwZjCDdCCEQmZOJwVBKOXE/GsegUpGYX6O1jb2WOTk0d0cXfCZ39nRHkZlPlFheNRuD7g9FYtCsC+WoNXGwV+Gxoa/QIcqmJp0NERFQuhpsyNMRwI4RAdFKWbjTT0evJSMrM19tHaSFHx6aOhZea/J3QzMMOclnNXj66eCcNUzecQVRCJgDgxa5N8fZTwbA0l9focYiIiB7GcFOGhhJuYlOydWHmyLVkxKfn6t1uaS7DI76OePT+ZaaWXvYwk9f+iKbcAjUWbr+MVUduAgBC3G3xxfA2CHGvv+eSiIgaPoabMtTXcHM3PRdHriUXdgK+nozYlBy92y3kMrRt7IDO/k7o4u+M1j72UJgZrsVk75UEzNh8FkmZ+bAwk2HWUyEY38UXshpuLSIiIgIYbspUX8JNUmYejhZpmbmelKV3u5lMQitve91lpvZNGtW7yz+JGXl4e/NZ7I1IBAD0CHLBp0NawdXO0sCVERGRsTHqcPP+++9j3rx5etuCg4Nx5cqVCt3fUOEmLbsAR6MfhJmIuxl6t0sSEOppjy7+TnjU3wmP+DrCRlH/pyESQmDt0Zv4cNtl5Kk0cFRa4JPnW+GJ5m6GLo2IiIxIZf5+1/+/niVo0aIF/v77b93PZmb172lk5qlwIjpFd5np4p10PBwjQ9xtdZeZOjZ1hL2VuWGKrQZJkjCmsy8e9XPC1A1ncCkuHS+tPomRnRpjbr9msLaof68NEREZtwb5l8fMzAzu7u6GLkNPTr4aJ2+m3O83k4zzt9OgfmhJA38XpS7MdGrqaFRzxQS62WJrWBd89tdVrDhwHeuPxeDo9WR8+UJbtPS2N3R5RERkQhpkuImMjISnpycsLS3RuXNnLFy4EI0bNy5x37y8POTl5el+Tk9Pr5Wa9l9NxOS14XrbGjta359nxgmP+jnBzcj7oijM5JjzTDP0CHTB9E1ncD0xC4OXHML0J4Pxcg+/Gh+aTkREVJIG1+dmx44dyMzMRHBwMOLi4jBv3jzcvn0bFy5cgK2tbbH9S+qjA6DG+9ykZuej31cH0cnPUbekgXej4ksamIp7WfmYs/U8dlyIBwA86ueIz4e1gaeDlYErIyKihsioOxQ/LDU1FU2aNMHnn3+OiRMnFru9pJYbHx8fg4+WMgVCCGw6eQvv/3ER2flq2FmaYcFzLdG/laehSyMiogamMuGm9md9q2UODg4ICgpCVFRUibcrFArY2dnpfVHdkCQJwx7xwfY3uqO1jwPSc1WYsv40pm88i4zcgvIfgIiIqAoafLjJzMzEtWvX4OHhYehSqBS+zkpsntwZrz8eAJkE/HLqFp756l+E37xn6NKIiMgINbhw89Zbb2H//v24ceMGDh8+jMGDB0Mul2PEiBGGLo3KYC6XYfqTwfj5lc7wcrBCbEoOhi0/gv/tvgqVWmPo8oiIyIg0uHBz69YtjBgxAsHBwRg2bBicnJxw9OhRuLhwheqG4BFfR+yY1h2D2nhCrRH48p9IDFt+BDHJ2YYujYiIjESD71BcWfVl+QUCfjtzG3O3XkBGngo2CjPMG9gCz7XzgiRxyDgREekzqQ7F1HA928YL26d2xyO+jZCZp8L0TWcx5afTSMtmZ2MiIqo6hhsyKB9Ha2x4uTNm9A2GmUzCtnNxeOrLAzhyLdnQpRERUQPFcEMGJ5dJCHssAL+82gVNnZWIS8vFyO+O4uMdV5CvYmdjIiKqHIYbqjda+zjgz9e7YfgjPhACWLb/Gp5begjXEjMNXRoRETUgDDdUrygVZvj4+VZYNrodHKzNceF2Ovp99S/WHbsJE+v7TkREVcRwQ/XSU6Ee2Dm1B7oFOCO3QIP/bL2Al1aHIzkzr/w7ExGRSWO4oXrL3d4Sq1/siLn9msFCLsPfl+/iqS//xb6IBEOXRkRE9RjDDdVrMpmESd398GtYVwS62iAxIw/jfzyBeX9cRG6B2tDlkQkSQiA7X2XoMoioDAw31CA097TDH693w7jOTQAAPx66gWcXH8KV+HQDV0ampECtQdj6U2j5/l84eSPF0OUQUSkYbqjBsDSXY96zofhx/CNwtrFAxN0MDFx8CD8cjIZGw87GVLvUGoHpG89i+/l4qDUCPxyKNnRJRFQKhhtqcB4LccXOaT3weIgr8lUafPDnJYz78TgS0nMNXRoZKSEE5v56Hr+fvQO5rHB5kN2X7rKDO1E9xXBDDZKzjQLfj+uA+YNCoTCT4d/IJPT94gD+uhhv6NLIyAgh8NG2y/jpeCxkEvDV8LZo6WWPArXA1tO3DV0eEZWA4YYaLEmSMObRJvjz9W5o7mGHe9kFeHlNOOZsPc8On1Rjvvg7Et8dLLwE9cnzrdCvlQeGdfAGAGw8Gcv5l4jqIYYbavAC3WyxNawLXu7hBwBYfywG/b86iPO30gxcGTV03x64ji//iQQAvD+gOYZ28AEADGzjBYWZDFfvZuIs32dE9Q7DDRkFhZkcc55phnWTOsHdzhLXk7IweElhZ2Oiqlh/LAYfbb8MAJjRNxjjuzbV3WZvZY6nQ90BAD+fiDVIfURUOoYbMipdA5yxY2p3PB3qDpVG4IM/L+HiHf5nTZXz6+nb+M+v5wEAr/byR9hjAcX2GfZIYSvOH2fv8DIoUT3DcENGp5HSAktGtUO/lh4ACi8tEFXUXxfjMX3TWQgBjO3cBG/3DS5xv0ebOsHH0QqZeSrsOM+O7ET1CcMNGSVJkvBqL38AwB/n4nA7NcfAFVFD8G9kIqasPw21RuD5dt54f0ALSJJU4r4ymYRh7Qtbb34+yUtTRPUJww0ZrVAve3TxdyqccI19b6gcJ26k4OXV4chXa/B0qDs+eb4lZLKSg43WkA7ekEnA8egURCdl1VGlRFQehhsyatoRVD8dj0FadoGBq6H66vytNLz44wnkFKjRM8gFXw5vCzN5+R+PHvZW6BHkAqBwWDgR1Q8MN2TUega5IMTdFtn5aqw9dtPQ5VA9FHk3A2N/OIaMPBU6NnXEstHtYWFW8Y/GYfeHh/8Sfgsqtaa2yiQjJ4TAiRspyMxj5/SawHBDRk2SJF3rzcrDN7iSOOm5mZyFUd8dw73sArT2tsf34zrAykJeqcfo08wNjkoLJGTkYf/VxFqqlIzd6iM3MXTZEXy847KhSzEKDDdk9Aa09oSHvSUSM/LwK6fLp/vi0nIw8ttjSMjIQ7CbLVa92BG2luaVfhwLMxkGt/UCwDlvqGpyC9RYvDcKAHDyxj0DV2McGG7I6JnLZZjYrXACthX/XucK4oSkzDyM+u4YbqfmoKmzEmsmdYSDtUWVH097aWrPlQQkZnAxTaqcdcdidO+ba4mZKODlzWpjuCGTMLxjY9hamuF6Yhb+uZJg6HLIgNKyCzDm++O4npgFLwcrrJ3UCa62ltV6zGB3W7T2cYBKI7D19K0aqpRMQW6BGsv2X9P9XKAWuMGRd9XGcEMmwUZhhlGdmgAAlhf5ICHTkpmnwviVx3E5Lh3ONgqsndQJXg5WNfLYL9xvvfn5BBfTpIrTttp4OVgh1MsOAHD1bqaBq2r4GG7IZEzo6gsLuQwnb95D+E1e1zY1uQVqvLTqJE7HpMLB2hxrJ3VEU2dljT3+gNYesDKX41piFk7F8P1F5SvaajPl8QC08LAHAETczTBkWUaB4YZMhpudJQa19QQArDjA1htTUqDWIGzdKRy5ngwbhRlWTeiIEHe7Gj2GraU5nrm/5Ac7FlNFFG21eb6dN4LcbQEUTk9A1cNwQyZFOyz8r0t3cT2RTb+mQK0RePPnM/jnSgIUZjJ8P64DWvs41MqxXri/mOaf5+KQxflKqAwPt9pYmMkQ7FYYbthyU30MN2RSAlxt0aeZK4QAvv2XSzIYO41GYPaWc/jzXBzM5RKWj2mPTn5OtXa8R3wboamzEtn5amw7F1drx6GG7+FWGwAIcrMBANxIyuKcXNXEcEMm5+UehQtq/nLqFoftGjEhBOZvu4SNJ29BJgFfDW+LXsGutXpMSZIwtEPhHyoupkmlKanVBgBcbBVwsDaHRgDXEzliqjoYbsjkPOLbCG18HJCv0mD1kRuGLodqyee7r+LHQzcAAIuGtMbT9/vD1LYh7bwhl0kIv3kPUQm8vEDFldRqAxSG4yDXwktTV3lpqloYbsjkSJKEV+73vVl95Cb7RhihZfuv4es9hTO+zn+2BZ5v713OPWqOq50lHgsuXExz00nOeUP6Smu10QpyL7w0xXBTPQw3ZJKebOEOXydrpOUUcDVnI7Pm6E18vOMKAGDmUyEY09m3zmsYql1M89QtzjZLetaX0mqjFeTGlpuawHBDJkkukzCpe2HrzXf/RnM1ZyOx5dQtvPPrBQDAlMcC8Govf4PU8XiIK5xtFEjKzMcezohN9+UWqLG0jFYb4EG44Yip6mG4IZM1pL03nJQWuJ2ag23nObKlodt5IQ5vbToLABjfxRfTnwwyWC3mchmeb1e4mOZGznlD95XXagM8CDexKTnIzucl86piuCGTZWkux7guvgCAFQeuc8r8Bmz/1US8/tNpaAQwtL033u3fHJIkGbQm7aWpvREJuJuea9BayPCKttqEPVZyqw0AOCot4GyjAABEchmGKmO4IZM25tEmsDKX4+KddBy+lmzocqgKjl1PxitrTqJALdCvpQc+fr4VZDLDBhsACHC1QfsmjaARhX1vyLQVbbUZUk4H92B2Kq42hhsyaY2UFhh2f16SZVxQs8E5G5uKiatOIrdAg8dDXPG/F9pAXg+CjZZ2Mc1NJ2+xZdCEVbTVRiuQw8GrjeGGTN6k7n6QScC/kUm4dCfd0OVQBUXEZ2Dcj8eRmadCZz8nLBnVrtw/GnWtXysPKC3kiE7KwvHoFEOXQwZSmVYbAAh213Yq5mWpqqpfnwREBuDjaK1b8PDbf68buBqqiOikLIz+/hhSswvQxscB347rAEtzuaHLKkapMEP/VoWLtW7knDcmqbKtNsCDTsVcQLPqGG6IALxyf0mGP87ewe3UHANXQ2W5nZqD0d8dQ2JGHkLcbbFqQkfYKMwMXVaphj1S+J/69vNxyMgtMHA1VNcq22oDAIH315iKS8tFWg7fM1XBcEMEoKW3Pbr4O0GlEfjhIBfUrK8SM/Iw+rtjuJ2aAz9nJdZM7AR7a3NDl1Wmdo0bwd9FiZwCNf44yykHTElVWm0AwM7SHJ72lgDAJTyqiOGG6L6X7y/JsOF4DP9bqodSs/Mx5vtjiE7KgpeDFdZO6gQXW4WhyyqXJEl44ZHCjsVcTNO0/HS88q02WoHayfzi2e+mKhhuiO7rGeSCEHdbZOWrse7YTUOXQ0Vk5qkw7scTuBKfARdbBdZN6gRPBytDl1Vhg9t6w0wm4WxsKiLi+Z+4KcgtUGPpvsq32mhpOxVzxFTVMNwQ3SdJEl66vyTDj4duIE+lNnBFBBT+kZi48gTOxqaikbU51k3qBF9npaHLqhQXWwUeD3EFAK5lZiJ+Oh6DhCq22gBcY6q6GG6IihjQ2hMe9pZIzMjDr6dvG7ock5ev0mDy2nAci06BrcIMq1/spPvQb2i0l6a2nr6NfBXXMjNmRVttXnvMv0pTFAS5cSK/6mC4ISrCwkyGF7s2BVC4JINGw4nXDEWl1mDaz6exLyIRluYy/DDhEbT0tjd0WVXWM8gFrrYKpGTl4+/Ldw1dDtUibauNp70lhrb3qdJjBLjaQJKApMx8JGfm1XCFxo/hhughwzv6wFZhhmuJWfiHKzobhEYjMGvLeWw/Hw8LuQwrxnTAI76Ohi6rWszkMt3lCV6aMl56fW1KWfm7IqwtzODTyBoAcJWT+VUaww3RQ2wtzTHq0SYAgBUHuCRDXRNCYN4fF7E5/BbkMglfj2yLHkEuhi6rRmgX0zxwNRFxaZxPyRjVRKuNlm4yPw4HrzSGG6ISTOjqC3O5hBM37iH85j1Dl2NSFu2KwKojNyFJwKdDW6FvC3dDl1Rjmjor0bGpIzQC2MwZi41OTbXaaGn73XCEXeUx3BCVwM3OEoPaeAFg601d+mZvFJbc/+Pw4aBQDG5b+VEm9Z12Mc2N4bHs02VkarLVBuBw8OpguCEqhXZSv78u3cX1RF7zrm2rDt/Aol0RAIA5z4RgVKcmBq6odjzT0gM2CjPEpuTgaHSyocuhGlLTrTZA0eHgmVxVvpIYbohKEehmi94hrhAC+I5LMtSqTSdj8d7vFwEAb/QOxMv31/oyRlYWcgxofX8xzRPsWGwsNtRwqw0A+LkoIZdJSMspQEIGR0xVBsMNURm0rTebw28hkR8utWLbuTjM/OUcAODFrk3xZp9AA1dU+7Rz3uy4EM+lPoxAboFadzm1plptAEBhJoevk3bEFC9NVQbDDVEZOjZ1RBsfB+SrNFh95IahyzE6e68kYNrPp6ERwPBHfPBO/2aQJMnQZdW61t72CHazRZ5Kg9/PcLLIhq42Wm20gnRrTDHcVAbDDVEZJEnCK/dbb9YcvYnsfJWBKzIeR64lY/LacBSoBQa09sRHg1uaRLABCt9Xw+633mzkqKkGrbZabbS4DEPVMNwQlePJFu7wdbJGanYB+0jUkNMx9zBp1QnkqTTo08wVnw9rDbnMNIKN1uC2XjCXSzh/Ow2X7qQbuhyqotpstQGKjpjioIbKYLghKodcJmHi/QU1vzsYDZWa6wJVx+W4dIz/8QSy8tXoGuCExSPbwVxueh9FjkoLPNHcDQBnLG6oirbavFaFlb8rQjvXTeTdDI6YqgTT+0QhqoKh7b3hpLTArXs52H4h3tDlNFjXEzMx5vtjSMspQLvGDlgxpgMszeWGLstghnV4sJhmbgFXoW9o9FptOtTOnExNnJSwkMuQla/G7VTOal1RDDdEFWBpLsfYzr4ACif1439QlXfrXjZGf3cMSZn5aO5hhx8ndIRSYWbosgyqe6ALPOwtkZZTgN2XuJhmQ/Jwq43CrHZCurlcBj8XJQD2u6mMehNuPv74Y0iShGnTppW6T0FBAT744AP4+/vD0tISrVu3xs6dO+uuSDJpYzo3gaW5DBdup+PwNU6+VhkZuQUY/+MJ3EnLhb+LEmsmdoS9lbmhyzI4uUziYpoNVF202mg9GDHFfjcVVS/CzYkTJ7B8+XK0atWqzP3mzp2L5cuX4+uvv8alS5cwefJkDB48GKdPn66jSsmUOSotdFPnLz9w3cDVNBwajcBbm84iKiET7naWWDupE5xsFIYuq97QdkI9GJWEW/eyDVwNVURdtdpoaTsVR7LlpsIMHm4yMzMxatQofPvtt2jUqFGZ+65ZswZz5szBM888Az8/P7z66qt45pln8Nlnn9VRtWTqJnX3g0wqXNX5chxHuFTE0v3XsOviXVjIZVg6uh087K0MXVK90tjJGl38nSAEsInDwhuEumy1AYBA1/sLaDLcVJjBw01YWBj69euHPn36lLtvXl4eLC0t9bZZWVnh4MGDtVUekR4fR2s83dIDALCCrTfl2huRgE//Klwv6oNnW6Bt47L/gTFV2hmLN4ff4mKa9VxugRpL99ddqw3woOUmKiETar4/KsSg4WbDhg04deoUFi5cWKH9+/bti88//xyRkZHQaDTYvXs3tmzZgri4uFLvk5eXh/T0dL0vourQTur3x9k7uMPRC6W6mZyFqT+dhhDAiI6NMbxjY0OXVG/1beEOW0sz3E7NwaFrSYYuh8rw84lY3E2vu1YbAPBpZA1LcxnyVBrEpPDSZUUYLNzExsZi6tSpWLduXbHWmNJ8+eWXCAwMREhICCwsLDBlyhRMmDABMlnpT2PhwoWwt7fXffn41PwkS2RaWnk7oLOfE1QagR+4oGaJsvNVeGVNONJzVWjb2AHvD2xu6JLqNUtzOQa18QJQ+MeT6qfCvjZRAOqu1QYAZDIJga5chqEyDBZuwsPDkZCQgHbt2sHMzAxmZmbYv38/vvrqK5iZmUGtLj7ng4uLC3799VdkZWXh5s2buHLlCmxsbODn51fqcWbPno20tDTdV2wsPzio+l7uWfie++l4DBc+fIgQAm9vPocr8RlwtlFg2ej2dfZHoCHTXpr66+Jd3MvKN3A1VBJDtNpoBRaZzI/KZ7Bw07t3b5w/fx5nzpzRfXXo0AGjRo3CmTNnIJeX/mFoaWkJLy8vqFQq/PLLL3j22WdL3VehUMDOzk7vi6i6egW5INjNFln5aqw7dtPQ5dQr3/0bjT/PxcFMJmHp6HZws6tYy6ypC/WyR3MPO+SrNfiNi2nWO0VbbV6tw1YbrWDtcHCGmwoxWLixtbVFaGio3pdSqYSTkxNCQ0MBAGPHjsXs2bN19zl27Bi2bNmC69ev499//8VTTz0FjUaDt99+21BPg0yUJEl4+X7fmx8P3UCeirPLAsChqCQs3HEZAPDugOZ4xNfRwBU1LMPutwb8fPIWJ4qsZ7StNh72lrrXqS4F6YaDc66bijD4aKmyxMTE6HUWzs3Nxdy5c9G8eXMMHjwYXl5eOHjwIBwcHAxXJJmsAa094W5nicSMPPx2+o6hyzG4W/eyMWX9KWgEMKS9N8Y82sTQJTU4g9p6wcJMhstx6bhwm4Mf6gtD9bUpSjuR37XETOSruL5deerV3Of79u0r8+eePXvi0qVLdVcQURkszGR4sZsvFmy/guUHrmFIe2/ITGxla63cAjVeWROOe9kFaOlljw8HhUKSTPNcVIeDtQX6tnDHH2fv4OeTMWjp3dLQJREM32oDAJ72lrBRmCEzT4UbyVm6sEMlq9ctN0T13YiOjWGrMMO1xCzsuZJg6HIMQgiBOVvP4+KddDgqLbBsTHuTXgyzurSzYP925g4X06wH6kOrDVB4KVzbqZhrTJWP4YaoGmwtzTHy0cL5W0x1Ur9Vh29gy6nbkMskLB7ZFl4OnIG4Orr4O8HLwQoZuSrs5Ar0BlcfWm20tJ2Kr3I4eLkYboiq6cWuTWEul3D8RgpOxdwzdDl16tj1ZHy4rbAD8eynQ9DF39nAFTV8MpmkG2bMOW8MK7dAjaV1uIZUebSXoq6yU3G5GG6IqsnNzlI3AduK/abTehOXloOw9aeg0gg828YTE7s1NXRJRmNoBx9IEnDkejJuJmcZuhyTtfFkLOLTc+tFqw1QNNyw5aY8DDdENUA7LHzXpXhEJxn/H6M8lRqT155CUmY+Qtxt8fFzrdiBuAZ5OVihW0BhK9jmcC6maQi5BWos2Vt/Wm0AIMi9sM/NjeQs9scqB8MNUQ0IdLPF4yGuEAL49l/jb71577eLOBubCnsrc6wY0wFWFob/4Dc2wzo8WEyTiyXWvfrWagMALjYKOFibQyMKh4RT6RhuiGqIdkHNzeG3kJSZZ+Bqas/6YzHYcCIWkgR8NaItGjtZG7oko/RkCzc4WJsjLi0XByITDV2OSamPrTZA4YgpXpqqGIYbohrSsakjWvs4IF+lwerDNwxdTq0Iv3kP7/1+AQAwo28wega5GLgi46Uwe7CY5kZ2LK5T9bHVRiuYnYorhOGGqIZIkqRrvVl99Cay81UGrqhmJWTk4rV14ShQCzwd6o5Xe/obuiSjp7009fflu0g24tbA+kSv1aaXf71ptdEK0s51w+HgZWK4IapBfVu4o4mTNVKzC4zqv+18lQZh607hbnoeAl1tsGhoa3YgrgPNPe3Q0sseBWqBrae5mGZd0LbauNtZYtj9ldrrE91lqQSGm7Iw3BDVILlMwqTuha033x2MhkptHGvAfLjtEk7cuAdbhRmWj2kPG0W9WrnFqGn/wG48GcvFNGtZ0VabsMfqX6sN8CDcxKbkICvPuFqHaxLDDVENG9reG45KC9y6l4MdRjDD7KaTsVh95CYA4IvhbeDnYmPgikzLwNaeUJjJcPVuJs7Ephq6HKNW31ttAKCR0gIutgoAQGQC+92UhuGGqIZZmssxtnPhitjLD1xr0P9tn7uViv/8WtiBeFqfQPRu5mbgikyPvZU5nmnpAQDYeJJz3tSWPFX9b7XRCuIaU+ViuCGqBWM7+8LSXIYLt9Nx5FqyocupkuTMPExeE458lQZ9mrnijccDDV2SydIux/DH2TtG11G9vth4ov632mgFcY2pcjHcENUCR6WFbqTL8ga4oKZKrUHY+lO4k5YLP2clPn+hDWQydiA2lEebOqGxozUy81TYfr7hX+qsb/JUanzTQFptgCLDwXlZqlQMN0S1ZFI3P8gkYP/VRFyOSzd0OZXy8Y4rOHo9BUoLOZaPaQ87S3NDl2TSZDJJN9+KMY3Cqy8aUqsNUDgjOsCWm7Iw3BDVksZO1nj6fl+JbxtQ681vZ27ju4PRAIDPhrXWfZCSYT3f3hsyCTh+IwXXOfV+jWlorTbAgz438em5SMspMHA19RPDDVEt0k7q9/vZO7iTmmPgasp36U46Zv5yDkDhBGZPhXoYuCLS8rC3Qo/7M0Jv4mKaNaahtdoAgK2lOTztLQEAkexUXCKGG6Ja1MrbAY/6OUKlEfjhfmtIfZWanY9X1p5EboEGPYJcMP3JYEOXRA954X4/rl/CbxnNHEqGVLTV5rUG0mqjFeRe2KIawXBTIoYbolr2yv1lCn46HlNvm5DVGoHXfzqN2JQcNHa0xlfD20DODsT1Tu9mbnBSWiAhIw/7IriYZnXptdp0aBitNlraTsWRXGOqRAw3RLWsV5ALgt1skZWvxvpjMYYup0Sf/hWBfyOTYGVe2IHYwdrC0CVRCSzMZBjc9v5imifZsbg6Hm61sTRvOK02wINOxRHsVFwihhuiWiZJEl663/fmx0PRyFOpDVyRvh3n47B0X+GH/CdDWqGZh52BK6KyaPuF7LmSgMQMLqZZVQ251QYoujo4w01JGG6I6sDA1p5wt7NEQkYefjt9x9Dl6Fy9m4Hpm84CAF7q3hQDW3sauCIqT5CbLdr4OEClEdhyih2LqyJPpcaSfQ231QYAAlxtIElAclY+krhifDEMN0R1wMJMhhe7+QIAVvx7HRqN4ZdkSMspwCtrwpGdr0YXfyfMfCrE0CVRBb1wv/XmZy6mWSUbT95CXFrDbbUBACsLORo7WgNg601JGG6I6siIjo1hqzBDVEIm9kYkGLQWjUbg/34+g+ikLHg5WOHrEW1hJufHQUPRv5UHrMzluJ6YhVMx9wxdToNSuIZUFICG22qjFcROxaXipxlRHbG1NMfITo0BAMv3G3ZSvy//icQ/VxJgYSbDstHt4WSjMGg9VDm2lg8W0/yZMxZXijG02mhpJ/PjcPDiGG6I6tCErk1hLpdw/EYKThvoP+7dl+7iy38iAQALB7dES297g9RB1aO9NPXnuThk5nExzYowplYbgAtoloXhhqgOudtb4tk2hUN5VxhgSYZriZn4v5/PAADGdW6C59t713kNVDMe8W0EP2clsvPV2Hau/nRSr8+MqdUGKBJu7maw79VDGG6I6tjL94eF77wYj+ikrDo7bmaeCq+sCUdGngodfR0xt3/zOjs21TxJkjD0/h/ojSc5aqo8RVttXu3V8FttAMDPRQm5TEJ6rgp30zliqiiGG6I6FuRmi8dDXCEE8N2/ddN6I4TAWxvPIiohE252Ciwe1Rbm7EDc4D3fzgtymYTwm/cQlcBLE2XRttq42Sl0l/QaOoWZHL5OHDFVEn66ERmAtvVmc/itOpmjYsm+a9h5MR4WchmWjm4PV1vLWj8m1T5XO0s8Fly4mCZbb0qn19emV4BRtNpoBbtzMr+SMNwQGUCnpo5o7W2PPJUGqw/fqNVj7YtIwKd/RQAA5j3bAu0aN6rV41Hd0vYd2XLqFgq4mGaJjLHVRiuIMxWXiOGGyAAkSdItqLn66E1k59fOaJebyVl446fTEAIY0dEHIzo2rpXjkOE8FuIKZxsFkjLzseeKYedPqo+MudUGeBBuIjjXjR6GGyID6dvCHU2crJGaXYBNtXBJITu/sANxeq4KbXwc8P7AFjV+DDI8c7kMz7e/v5gm57wpxphbbYCiE/ll1IuZz+sLhhsiA5HLJEzq1hQA8O2/16GqwUsKQgjM/OU8rsRnwNlGgWWj20NhZlz/sdIDQ9sX/tHeG5GAu+m5Bq6m/shTqbHUiFttAMDXyRoWchmy89W4nZpj6HLqDYYbIgMa0t4HjkoL3LqXgx0X4mvscb8/GI0/zt6BmUzCklHt4G7PDsTGLMDVBh2aNIJGFHZSp0KbTt7CHSNutQEAM7kMfi5KAOx3UxTDDZEBWVnIMbZzEwCFk/rVxERch6OSsGD7ZQDAO/2bo2NTx2o/JtV/w+7/8d7ExTQBGH9fm6IejJhivxsthhsiAxvb2ReW5jKcv52GI9eTq/VYt+5lY8pPp6ERwPPtvHXBiYxfv5YeUFrIcSM5G8ejUwxdjsGZQquNFkdMFVelcJOXl4cDBw5gzZo1WL58ObZs2YLo6Oiaro3IJDgqLXR9JqqzoGZugRqT14YjJSsfoV52+GhwKCRJqqkyqZ5TKszQv5UnAODnk6bdsdiUWm2AIiOmuMaUTqXCzaFDhzBs2DA4ODjg8ccfx7Rp0zB//nyMHj0aAQEBCAwMxKJFi5CRwRNMVBmTujeFTAL2X03Elfj0St9fCIE5W8/jwu10OCotsGx0e6P/QKfitJemtp+PQ3pugYGrMRxTarUBHqwOHpWYCTVHTAGoRLgZOHAgXnjhBfj6+uKvv/5CRkYGkpOTcevWLWRnZyMyMhJz587FP//8g6CgIOzevbs26yYyKk2clHg61ANA1RbUXH3kJracug2ZBCwe0RbejaxrukRqANo1dkCAqw1yCzT482ycocsxCL01pHoaxxpS5fFpZA1LcxnyVRrcTK679erqswqHm379+iE6Ohr//e9/0b17d1hZWend7ufnh3HjxmHnzp34559/IJOxOw9RZWiXZPj9zB3cqcSQzuPRKZj/5yUAwJxnmqFLgHOt1Ef1nyRJeOH+jMWmemlK22rjaqvAcBOZtFImk4r0u2GnYqAS4eaVV16pcGBp3rw5evfuXeWiiExRax8HPOrnCJVG4MdDFevDFp+Wi9fWhUOlERjQ2hMT78+bQ6ZrcDsvmMkknI1NNbk+GPp9bUyj1UYr0JWdiouqVPOKl5cXZs2ahatXr9ZWPUQm7ZUehUsy/HQ8Fmk5ZfeZyFMVdiBOysxHiLstPnm+JTsQE5xtFOjdzBUA8LOJzVhsiq02WsHuhf1uIhhuAFQy3ISFhWHz5s1o1qwZunfvjpUrVyI7O7u2aiMyOb2CXRDkZoPMPBXWH4spc9/3f7+IM7GpsLcyx4oxHWBtYVZHVVJ9p+1Eu/X0LeSrTGMxzXyVxmRbbQAgsMgyDFTJcPPOO+8gKioK//zzD/z8/DBlyhR4eHjgpZdewrFjx2qrRiKTIUkSXupe2Pfmx0PRyFOpS9xv/bEY/HQ8FpIEfDm8DRo7sQMxPdAj0AVudgrcyy7A35fvGrqcOrEpPNZkW20AIPh+uLmemGUygbYsVer126tXL6xatQrx8fH47LPPcPnyZXTu3BktWrTA559/XtM1EpmUZ9t4wc1OgYSMPPx25k6x20/F3MN7v18AALz1ZDB6BbvWdYlUz5nJZXi+nTcA07g0la/S4Js9pttqAwAe9pawVZhBpRG4wRFT1Zuh2MbGBpMmTcLBgwfxxx9/ID4+HjNmzKip2ohMkoWZDC92LewYvOLAdb2VfhMycvHq2nAUqAWeauGO13r5G6pMqueG3R81dSAysVKj7xoiU2+1AQpbfQPvz3djah3JS1KtcJOdnY2VK1eiZ8+eGDhwIJycnPDRRx/VVG1EJmtEp8awUZghKiETeyMSABT+dxq27hTupuchwNUGnw5rzQ7EVCpfZyU6NXWEEMAvRryYJlttHniwxhTDTZXCzeHDhzFp0iR4eHggLCwMvr6+2Lt3L65evYpZs2bVdI1EJsfO0hyjOhX+B7r8/qR+H227hBM37sFWYYYVY9rDRsEOxFQ2bcfijeGxei2AxuB2ag6+PXAdzy09ZPKtNlocDv5ApT4d//vf/+LHH3/E1atX0aFDByxatAgjRoyAra1tbdVHZLImdG2KHw5F43h0Cub9cRGrjtwEAPzvhTbwc7ExcHXUEDwd6oH3fruI2JQcHL2e3OAneLyTmoPt5+Ow7XwcTsek6rbLZRLm9m9u0q02AFcHL6pS4WbRokUYPXo0Nm3ahNDQ0NqqiYgAuNtbYmBrL/xy6hZ+PHQDADC1dyD6NHczbGHUYFhZyDGgjSfWH4vBzydjG2S4iU/L1QWa8Jv3dNslCejo64h+rTzwVKg7XG0tDVhl/aDtc3MzOQu5BWqTDnuVCjd37tyBubl5bdVCRA95uYcffjlV2F+id4grpvYONHBF1NC80MEH64/FYMeFeHyQXQB76/r/GX43PRc77geaEzf0A80jTQoDzdOh7nC1Y6ApysVGgUbW5riXXYCohEyEetkbuiSDqXC42bBhA4YPH16hfWNjYxETE4OuXbtWuTAiKmxmfv3xAFyOy8DnL7SGTMYOxFQ5rbztEeJuiyvxGfj97G2M6exr6JJKlJCRi50X4vHnuTicuJECUaSLUIcmje4HGg+42zPQlEaSCteYOhadgqt3MxhuKmLp0qWYN28eJkyYgAEDBqBZs2Z6t6elpeHQoUNYu3Ytdu/eje+//77GiyUyRdOfDDZ0CdSASZKEoR18MP/PS/j5ZGy9CjeJGXnYeTEe287dwbFo/UDTrrED+rXyxNOh7vB0sCr9QUjPg3Bj2v1uKhxu9u/fj99//x1ff/01Zs+eDaVSCTc3N1haWuLevXuIj4+Hs7Mzxo8fjwsXLsDNjf0CiIjqg8FtvfDxjsu4cDsdF++koYWn4f6jT87UBpo4HL2ejKKDuNr4OKB/Kw883dIDXgw0VRLE4eAAKtnnZuDAgRg4cCCSkpJw8OBB3Lx5Ezk5OXB2dkbbtm3Rtm3bCq8cTkREdcNRaYEnm7tj2/k4bDp5Cy0G1m24ScnKx677gebI9WSoiySa1t72uktOPo5cRqS6glwLOxUz3FSBs7MzBg0aVMOlEBFRbRn2iA+2nY/D1tO3MevpkFofSXMvKx9/XSrsQ3P4mn6gaelVGGj6tWSgqWlB99eYunUvB1l5KihNdD4s03zWREQmpluAMzztLXEnLRd/XbqLga09a/wYadkF2HWpsIXmUFQSVEUCTQtPO12gaeKkrPFjU6FGSgu42hauTReZkIk2Pg6GLskgGG6IiEyAXCZhSHtvfLUnChtPxNZYuEnLKcDuS3ex7dwdHIxKQoH6QaBp5mGH/q088ExLDzR1ZqCpK0FutkjIyMPV+AyGGyIiMm5DO/jgqz1ROBiVhNiU7CpfEkrPLcDfl+5i27k4HIhM1As0Ie626NfSA8+08oA/Z9I2iCA3WxyMSkKECfe7YbghIjIRPo7W6BrghENRydgcfgtvPhFU4ftm5Bbgn8sJ+PNcHA5cTUS+WqO7LdjNFv3ut9AEuDLQGFqQGzsV15uhTR9//DEkScK0adPK3O+LL75AcHAwrKys4OPjgzfffBO5ubl1UyQRUQM3rEPhYpqbw2/pdfItSWaeCr+duY2XV59E+w//xrSfz+Dvy3eRr9YgwNUG0/oEYvebPbDrzR54o3cgg009weHgNdxyExsbi/feew8//PBDpe534sQJLF++HK1atSpzv/Xr12PWrFn44Ycf0KVLF1y9ehXjx4+HJEn4/PPPq1M6EZFJ6NvCHXaWZridmoNDUUnoEeSid3tWngp7riRg27k47I1IQJ7qQQuNn4sS/Vt5on8rD92oHKp/Au+HzLvpeUhrIEtu1LQaDTcpKSlYtWpVpcJNZmYmRo0ahW+//RYffvhhmfsePnwYXbt2xciRIwEAvr6+GDFiBI4dO1atuomITIWluRyD2nph9ZGb+PlkLHoEuSA7X4W9VxKx7fwd7LmSgNyCB4GmqbMS/Vt5oF8rDwS72UKSuARIfWdraQ4vByvcTs3B1YQMPOLraOiS6lylws3vv/9e5u3Xr1+vdAFhYWHo168f+vTpU2646dKlC9auXYvjx4+jY8eOuH79OrZv344xY8aUep+8vDzk5eXpfk5PT690jURExmRYBx+sPnITuy/eRdi6U9hzJQE5BWrd7b5O1veHbXuimQcDTUMU5GaD26k5iIhnuCnXoEGDIEkShCj9Om1lfgk2bNiAU6dO4cSJExXaf+TIkUhKSkK3bt0ghIBKpcLkyZMxZ86cUu+zcOFCzJs3r8I1EREZu1AvezT3sMOluHRsOx8HAGjsaK2bh6aFpx0DTQMX5GaLvRGJiDTRfjeV6lDs4eGBLVu2QKPRlPh16tSpCj9WbGwspk6dinXr1sHSsmKrvO7btw8LFizAkiVLcOrUKWzZsgXbtm3D/PnzS73P7NmzkZaWpvuKjY2tcI1ERMbqP/2a4RHfRnilpx/+mNIN+2f0wsynQhDqZc9gYwS0faJMdTh4pVpu2rdvj/DwcDz77LMl3l5eq05R4eHhSEhIQLt27XTb1Go1Dhw4gMWLFyMvLw9yuf704O+88w7GjBmDSZMmAQBatmyJrKwsvPzyy/jPf/5T4rpWCoUCCoWiok+RiMgkdA1wRtcAZ0OXQbVEG24iTXR18EqFmxkzZiArK6vU2wMCArB3794KPVbv3r1x/vx5vW0TJkxASEgIZs6cWSzYAEB2dnaxAKPdr6KhioiIyNgFuNpAkoDkrHwkZebB2ca0/smvVLjp3r17mbcrlUr07NmzQo9la2uL0NDQYvd3cnLSbR87diy8vLywcOFCAMCAAQPw+eefo23btujUqROioqLwzjvvYMCAASWGISIiIlNkZSFHE0dr3EjOxtX4DDgHMNyUa+3atRg8eDCUytpdKyQmJkavpWbu3LmQJAlz587F7du34eLiggEDBuCjjz6q1TqIiIgamkA328JwczcDXUzsEqQkqnA9x8XFBTk5ORg4cCBGjx6Nvn37NpiWk/T0dNjb2yMtLQ12dnaGLoeIiKhWfLorAov3RmFEx8ZY+FxLQ5dTbZX5+12l5Rfi4uKwYcMGSJKEYcOGwcPDA2FhYTh8+HCVCiYiIqKaFXh/jSlTHA5epXBjZmaG/v37Y926dUhISMD//vc/3LhxA4899hj8/f1rukYiIiKqpGD3B8PBTW3QTbWXX7C2tkbfvn1x79493Lx5E5cvX66JuoiIiKga/JxtYCaTkJGrQnx6LjzsrQxdUp2p8qrg2dnZWLduHZ555hl4eXnhiy++wODBg3Hx4sWarI+IiIiqwMJMBl/nwoE/V01svpsqtdwMHz4cf/75J6ytrTFs2DC888476Ny5c03XRkRERNUQ7GaLqIRMXI3PQM+HVoA3ZlUKN3K5HBs3bmxQo6SIiIhMTaCbDXAeuGpinYqrFG7WrVtX03UQERFRDQu+vwyDqYWbKve5ISIiovotyF0bbjKh0ZjOiCmGGyIiIiPVxNEaFnIZcgrUuJ2aY+hy6gzDDRERkZEyk8vg71o4mV9EvOlcmmK4ISIiMmJB92cqvprAcFOua9euYe7cuRgxYgQSEhIAADt27OA8N0RERPVIkLZTMVtuyrZ//360bNkSx44dw5YtW5CZWTg50NmzZ/Hee+/VaIFERERUdbpwY0IT+VUp3MyaNQsffvghdu/eDQsLC932xx9/HEePHq2x4oiIiKh6tMPBoxIzoVJrDFxN3ahSuDl//jwGDx5cbLurqyuSkpKqXRQRERHVDO9GVrAylyNfpcHNlGxDl1MnqhRuHBwcEBcXV2z76dOn4eXlVe2iiIiIqGbIZFLhTMUAIk1kMr8qhZvhw4dj5syZiI+PhyRJ0Gg0OHToEN566y2MHTu2pmskIiKiatD2u4mIN41+N1UKNwsWLEBISAh8fHyQmZmJ5s2bo0ePHujSpQvmzp1b0zUSERFRNZjacPAqrS1lYWGBb7/9Fu+++y7Onz+PzMxMtG3bFoGBgTVdHxEREVWTqQ0Hr1LLzQcffIDs7Gz4+PjgmWeewbBhwxAYGIicnBx88MEHNV0jERERVUPw/TWmopOykK8y/hFTVQo38+bN081tU1R2djbmzZtX7aKIiIio5rjbWcJWYQaVRiA6KcvQ5dS6KoUbIQQkSSq2/ezZs3B0dKx2UURERFRzJEnSrRAeYQIjpirV56ZRo0aQJKnwJAUF6QUctVqNzMxMTJ48ucaLJCIiouoJcrNB+M17JjEcvFLh5osvvoAQAi+++CLmzZsHe3t73W0WFhbw9fVF586da7xIIiIiqp4Hw8EZbvSMGzcOANC0aVN06dIF5ubmtVIUERER1axg3RpTDDcl6tmzp+773Nxc5Ofn691uZ2dXvaqIiIioRgXeDzc3U7KRW6CGpbncwBXVnip1KM7OzsaUKVPg6uoKpVKJRo0a6X0RERFR/eJsYwFHpQWEAKISjHum4iqFmxkzZmDPnj1YunQpFAoFvvvuO8ybNw+enp5YvXp1TddIRERE1SRJEgJd789UbOSXpqoUbv744w8sWbIEzz//PMzMzNC9e3fMnTsXCxYswLp162q6RiIiIqoBwSYyHLxK4SYlJQV+fn4ACvvXpKSkAAC6deuGAwcO1Fx1REREVGMCTWQZhiqFGz8/P0RHRwMAQkJCsHHjRgCFLToODg41VhwRERHVnAcjptjnppgJEybg7NmzAIBZs2bhm2++gaWlJd58803MmDGjRgskIiKimqFdHfx2ag4y81QGrqb2VGko+Jtvvqn7vk+fPrhy5QrCw8MREBCAVq1a1VhxREREVHMcrC3gaqtAQkYeIu9moG1j4xzhXKVw87AmTZqgSZMmNfFQREREVIuC3W2RkJGHqww3hXJycvDPP/+gf//+AIDZs2cjLy9Pd7tcLsf8+fNhaWlZs1USERFRjQh0tcW/kUmIiDfefjeVCjerVq3Ctm3bdOFm8eLFaNGiBaysrAAAV65cgaenp95lKyIiIqo/gt0L+91EJhjviKlKdShet24dXn75Zb1t69evx969e7F3714sWrRIN3KKiIiI6h9TWECzUuEmKioKLVu21P1saWkJmezBQ3Ts2BGXLl2queqIiIioRmnnuknIyENqdn45ezdMlQo3qampen1sEhMT4evrq/tZo9Ho3U5ERET1i43CDF4Ohd1JjHW+m0qFG29vb1y4cKHU28+dOwdvb+9qF0VERES1RzvfjbEuw1CpcPPMM8/g3XffRW5ubrHbcnJyMG/ePPTr16/GiiMiIqKaF3R/jalIIw03lRotNWfOHGzcuBHBwcGYMmUKgoKCAAARERFYvHgxVCoV5syZUyuFEhERUc0INvJOxZUKN25ubjh8+DBeffVVzJo1C0IIAIXLqD/xxBNYsmQJ3NzcaqVQIiIiqhlBujWmMiCEgCRJBq6oZlV6huKmTZti586dSElJQVRUFAAgICAAjo6ONV4cERER1bwAVxtIEnAvuwBJmflwsVUYuqQaVeXlFxwdHdGxY8earIWIiIjqgKW5HE0crXEjORuRdzOMLtxUaVVwIiIiath0k/kZYadihhsiIiITVLTfjbFhuCEiIjJB2uHgxjiRH8MNERGRCdIOB78an6Eb/WwsGG6IiIhMUFNnJcxkEjLyVIhPLz45b0PGcENERGSCLMxkaOqsBGB8k/kx3BAREZkoY+1UzHBDRERkoh6EG+PqVMxwQ0REZKKC3QtXB2fLDRERERmFQDft6uCZ0GiMZ8QUww0REZGJauJoDQszGXIK1Lh1L8fQ5dQYhhsiIiITZSaXwd+l8NKUMS3DwHBDRERkwoLdjK/fDcMNERGRCXuwDAPDDRERERmBIFfjGw7OcENERGTCgu+33FxLyIRKrTFwNTWD4YaIiMiEeTlYwcpcjny1BjeSsw1dTo2oN+Hm448/hiRJmDZtWqn79OrVC5IkFfvq169f3RVKRERkRGQyCUH3OxVHGkm/m3oRbk6cOIHly5ejVatWZe63ZcsWxMXF6b4uXLgAuVyOoUOH1lGlRERExkc7mZ+xDAc3eLjJzMzEqFGj8O2336JRo0Zl7uvo6Ah3d3fd1+7du2Ftbc1wQ0REVA3BRWYqNgYGDzdhYWHo168f+vTpU+n7fv/99xg+fDiUSmWp++Tl5SE9PV3vi4iIiB7QDgc3lpYbM0MefMOGDTh16hROnDhR6fseP34cFy5cwPfff1/mfgsXLsS8efOqWiIREZHR0/a5iU7KQp5KDYWZ3MAVVY/BWm5iY2MxdepUrFu3DpaWlpW+//fff4+WLVuiY8eOZe43e/ZspKWl6b5iY2OrWjIREZFRcrezhK2lGdQageikLEOXU20GCzfh4eFISEhAu3btYGZmBjMzM+zfvx9fffUVzMzMoFarS71vVlYWNmzYgIkTJ5Z7HIVCATs7O70vIiIiekCSJARpOxXHN/xLUwa7LNW7d2+cP39eb9uECRMQEhKCmTNnQi4vvUls06ZNyMvLw+jRo2u7TCIiIpMQ5GaL8Jv3jKJTscHCja2tLUJDQ/W2KZVKODk56baPHTsWXl5eWLhwod5+33//PQYNGgQnJ6c6q5eIiMiYaRfQNIZOxQbtUFyemJgYyGT6V84iIiJw8OBB/PXXXwaqioiIyPgE6YaDM9zUqH379pX5MwAEBwdDCFE3BREREZkI7XDwmynZyMlXw8qi4Y6YMvg8N0RERGR4zjYKOCotIAQQldCw+90w3BARERGAB/PdXG3gl6YYboiIiAjAg2UYGG6IiIjIKAQy3BAREZExCXbXhhv2uSEiIiIjEORaGG5up+YgI7fAwNVUHcMNERERAQDsrc3hZqcAAEQ24BFTDDdERESko53M72oDXmOK4YaIiIh0dOGmAfe7YbghIiIiHWMYDs5wQ0RERDqBRrCAJsMNERER6WjnuknMyMO9rHwDV1M1DDdERESkY6Mwg5eDFYCGe2mK4YaIiIj06Cbza6DDwRluiIiISE9DHw7OcENERER6ghp4p2KGGyIiItKjbbmJvJsBIYSBq6k8hhsiIiLSE+BqA5kE3MsuQGJmnqHLqTSGGyIiItJjaS5HEyclACCyAc5UzHBDRERExej63TTATsUMN0RERFRMUANehoHhhoiIiIphuCEiIiKj8mDEVGaDGzHFcENERETFNHVWwkwmISNPhbi0XEOXUykMN0RERFSMhZkMTZ0LR0w1tMn8GG6IiIioREHuDybza0gYboiIiKhEwff73UTEN6y5bhhuiIiIqETauW4a2ogphhsiIiIqkW7EVEIGNJqGM2KK4YaIiIhK1MRJCQszGXILNIi9l23ociqM4YaIiIhKJJdJCHDRXppqOP1uGG6IiIioVMHuDW+mYoYbIiIiKlVgA1xAk+GGiIiIShXcANeYYrghIiKiUmlHTF1PzIJKrTFwNRXDcENERESl8nKwgrWFHPlqDW4kN4wRUww3REREVCqZTEJgA7s0xXBDREREZQpybVidihluiIiIqEza4eCRCQw3REREZAQCdQtoMtwQERGREdAOB7+RnI08ldrA1ZSP4YaIiIjK5GangK2lGdQageuJWYYup1wMN0RERFQmSZIa1GR+DDdERERUrqAGtMYUww0RERGV68Fw8Pq/OjjDDREREZUrqAENB2e4ISIionJp15iKSclGdr7KwNWUjeGGiIiIyuVso4CT0gJCAFEJ9fvSFMMNERERVUiQbsQUww0REREZgSC3wk7F9X3EFMMNERERVUhDGQ7OcENEREQVorssVc/XmGK4ISIiogoJci0MN3fScpGeW2DgakrHcENEREQVYm9tDnc7SwBAZD3uVMxwQ0RERBUW2AA6FTPcEBERUYU1hAU0GW6IiIiowoIYboiIiMiYPBgOzj43REREZAQC768OnpiRh5SsfANXUzKGGyIiIqowpcIM3o2sANTfS1MMN0RERFQp2k7FkQw3Zfv4448hSRKmTZtW5n6pqakICwuDh4cHFAoFgoKCsH379ropkoiIiBB4P9xE1NNwY2boAgDgxIkTWL58OVq1alXmfvn5+XjiiSfg6uqKzZs3w8vLCzdv3oSDg0PdFEpEREQIdtfOdVM/OxUbPNxkZmZi1KhR+Pbbb/Hhhx+Wue8PP/yAlJQUHD58GObm5gAAX1/fOqiSiIiItAJdHwwHF0JAkiQDV6TP4JelwsLC0K9fP/Tp06fcfX///Xd07twZYWFhcHNzQ2hoKBYsWAC1Wl3qffLy8pCenq73RURERFUX4GoDmQSkZhcgMSPP0OUUY9Bws2HDBpw6dQoLFy6s0P7Xr1/H5s2boVarsX37drzzzjv47LPPymzxWbhwIezt7XVfPj4+NVU+ERGRSbI0l8PXSQmgfl6aMli4iY2NxdSpU7Fu3TpYWlpW6D4ajQaurq5YsWIF2rdvjxdeeAH/+c9/sGzZslLvM3v2bKSlpem+YmNja+opEBERmSztGlP1sVOxwfrchIeHIyEhAe3atdNtU6vVOHDgABYvXoy8vDzI5XK9+3h4eMDc3Fxve7NmzRAfH4/8/HxYWFgUO45CoYBCoai9J0JERGSCgt1ssevi3Xo5HNxg4aZ37944f/683rYJEyYgJCQEM2fOLBZsAKBr165Yv349NBoNZLLCRqerV6/Cw8OjxGBDREREtaM+Dwc32GUpW1tbhIaG6n0plUo4OTkhNDQUADB27FjMnj1bd59XX30VKSkpmDp1Kq5evYpt27ZhwYIFCAsLM9TTICIiMknB7tqJ/DIhhDBwNfoMPhS8LDExMboWGgDw8fHBrl278Oabb6JVq1bw8vLC1KlTMXPmTANWSUREZHp8nZQwl0vIzFPhTlouvBysDF2STr0KN/v27SvzZwDo3Lkzjh49WjcFERERUYkszGRo6qzE1buZuBqfUa/CjcHnuSEiIqKGKcjtwWR+9QnDDREREVVJUD3tVMxwQ0RERFXClhsiIiIyKtoRU1EJmVBr6s+IKYYbIiIiqpLGjtZQmMmQW6BBbEq2ocvRYbghIiKiKpHLJAS4Fi7DUJ8uTTHcEBERUZXVx343DDdERERUZQ9GTNWf1cEZboiIiKjKgu6vDl6fFtBkuCEiIqIq07bcXEvMRIFaY+BqCjHcEBERUZV5OVhBaSFHgVrgZnKWocsBwHBDRERE1SCTSQjQ9ruJrx/9bhhuiIiIqFqC3erXcHCGGyIiIqqW+jYcnOGGiIiIqqW+LaDJcENERETVol1j6mZyNnIL1AauhuGGiIiIqsnVVgE7SzOoNQLXEw0/YorhhoiIiKpFkiRd601kguEvTTHcEBERUbUF6oaDM9wQERGREQiuRyOmGG6IiIio2h4MBzf8RH4MN0RERFRt2gU0Y1KykZ2vMmgtDDdERERUbU42CjjbWAAAohIM23rDcENEREQ1ItC1fnQqZrghIiKiGqEdDm7oTsUMN0RERFQjAnULaPKyFBERERmBYDdbyCQgT2XYJRjMDHp0IiIiMhptfBxw6YOnYGkuN2gdDDdERERUI8zkMpgZNtcA4GUpIiIiMjIMN0RERGRUGG6IiIjIqDDcEBERkVFhuCEiIiKjwnBDRERERoXhhoiIiIwKww0REREZFYYbIiIiMioMN0RERGRUGG6IiIjIqDDcEBERkVFhuCEiIiKjYnKrggshAADp6ekGroSIiIgqSvt3W/t3vCwmF24yMjIAAD4+PgauhIiIiCorIyMD9vb2Ze4jiYpEICOi0Whw584d2NraQpKkGn3s9PR0+Pj4IDY2FnZ2djX62PQAz3Pd4HmuGzzPdYfnum7U1nkWQiAjIwOenp6QycruVWNyLTcymQze3t61egw7Ozv+4tQBnue6wfNcN3ie6w7Pdd2ojfNcXouNFjsUExERkVFhuCEiIiKjwnBTgxQKBd577z0oFApDl2LUeJ7rBs9z3eB5rjs813WjPpxnk+tQTERERMaNLTdERERkVBhuiIiIyKgw3BAREZFRYbghIiIio8JwU0O++eYb+Pr6wtLSEp06dcLx48cNXVKD9v7770OSJL2vkJAQ3e25ubkICwuDk5MTbGxs8Pzzz+Pu3bsGrLjhOHDgAAYMGABPT09IkoRff/1V73YhBN599114eHjAysoKffr0QWRkpN4+KSkpGDVqFOzs7ODg4ICJEyciMzOzDp9F/VfeeR4/fnyx9/hTTz2ltw/Pc9kWLlyIRx55BLa2tnB1dcWgQYMQERGht09FPitiYmLQr18/WFtbw9XVFTNmzIBKparLp1LvVeRc9+rVq9h7evLkyXr71NW5ZripAT///DP+7//+D++99x5OnTqF1q1bo2/fvkhISDB0aQ1aixYtEBcXp/s6ePCg7rY333wTf/zxBzZt2oT9+/fjzp07eO655wxYbcORlZWF1q1b45tvvinx9v/+97/46quvsGzZMhw7dgxKpRJ9+/ZFbm6ubp9Ro0bh4sWL2L17N/78808cOHAAL7/8cl09hQahvPMMAE899ZTee/ynn37Su53nuWz79+9HWFgYjh49it27d6OgoABPPvkksrKydPuU91mhVqvRr18/5Ofn4/Dhw1i1ahVWrlyJd9991xBPqd6qyLkGgJdeeknvPf3f//5Xd1udnmtB1daxY0cRFham+1mtVgtPT0+xcOFCA1bVsL333nuidevWJd6WmpoqzM3NxaZNm3TbLl++LACII0eO1FGFxgGA2Lp1q+5njUYj3N3dxaJFi3TbUlNThUKhED/99JMQQohLly4JAOLEiRO6fXbs2CEkSRK3b9+us9obkofPsxBCjBs3Tjz77LOl3ofnufISEhIEALF//34hRMU+K7Zv3y5kMpmIj4/X7bN06VJhZ2cn8vLy6vYJNCAPn2shhOjZs6eYOnVqqfepy3PNlptqys/PR3h4OPr06aPbJpPJ0KdPHxw5csSAlTV8kZGR8PT0hJ+fH0aNGoWYmBgAQHh4OAoKCvTOeUhICBo3bsxzXk3R0dGIj4/XO7f29vbo1KmT7tweOXIEDg4O6NChg26fPn36QCaT4dixY3Vec0O2b98+uLq6Ijg4GK+++iqSk5N1t/E8V15aWhoAwNHREUDFPiuOHDmCli1bws3NTbdP3759kZ6ejosXL9Zh9Q3Lw+daa926dXB2dkZoaChmz56N7Oxs3W11ea5NbuHMmpaUlAS1Wq33YgGAm5sbrly5YqCqGr5OnTph5cqVCA4ORlxcHObNm4fu3bvjwoULiI+Ph4WFBRwcHPTu4+bmhvj4eMMUbCS056+k97P2tvj4eLi6uurdbmZmBkdHR57/Snjqqafw3HPPoWnTprh27RrmzJmDp59+GkeOHIFcLud5riSNRoNp06aha9euCA0NBYAKfVbEx8eX+H7X3kbFlXSuAWDkyJFo0qQJPD09ce7cOcycORMRERHYsmULgLo91ww3VC89/fTTuu9btWqFTp06oUmTJti4cSOsrKwMWBlRzRg+fLju+5YtW6JVq1bw9/fHvn370Lt3bwNW1jCFhYXhwoULen3zqHaUdq6L9gdr2bIlPDw80Lt3b1y7dg3+/v51WiMvS1WTs7Mz5HJ5sd73d+/ehbu7u4GqMj4ODg4ICgpCVFQU3N3dkZ+fj9TUVL19eM6rT3v+yno/u7u7F+ssr1KpkJKSwvNfDX5+fnB2dkZUVBQAnufKmDJlCv7880/s3bsX3t7euu0V+axwd3cv8f2uvY30lXauS9KpUycA0HtP19W5ZripJgsLC7Rv3x7//POPbptGo8E///yDzp07G7Ay45KZmYlr167Bw8MD7du3h7m5ud45j4iIQExMDM95NTVt2hTu7u565zY9PR3Hjh3TndvOnTsjNTUV4eHhun327NkDjUaj+zCjyrt16xaSk5Ph4eEBgOe5IoQQmDJlCrZu3Yo9e/agadOmerdX5LOic+fOOH/+vF6Q3L17N+zs7NC8efO6eSINQHnnuiRnzpwBAL33dJ2d6xrtnmyiNmzYIBQKhVi5cqW4dOmSePnll4WDg4Nej3CqnOnTp4t9+/aJ6OhocejQIdGnTx/h7OwsEhIShBBCTJ48WTRu3Fjs2bNHnDx5UnTu3Fl07tzZwFU3DBkZGeL06dPi9OnTAoD4/PPPxenTp8XNmzeFEEJ8/PHHwsHBQfz222/i3Llz4tlnnxVNmzYVOTk5usd46qmnRNu2bcWxY8fEwYMHRWBgoBgxYoShnlK9VNZ5zsjIEG+99ZY4cuSIiI6OFn///bdo166dCAwMFLm5ubrH4Hku26uvvirs7e3Fvn37RFxcnO4rOztbt095nxUqlUqEhoaKJ598Upw5c0bs3LlTuLi4iNmzZxviKdVb5Z3rqKgo8cEHH4iTJ0+K6Oho8dtvvwk/Pz/Ro0cP3WPU5blmuKkhX3/9tWjcuLGwsLAQHTt2FEePHjV0SQ3aCy+8IDw8PISFhYXw8vISL7zwgoiKitLdnpOTI1577TXRqFEjYW1tLQYPHizi4uIMWHHDsXfvXgGg2Ne4ceOEEIXDwd955x3h5uYmFAqF6N27t4iIiNB7jOTkZDFixAhhY2Mj7OzsxIQJE0RGRoYBnk39VdZ5zs7OFk8++aRwcXER5ubmokmTJuKll14q9g8Rz3PZSjq/AMSPP/6o26cinxU3btwQTz/9tLCyshLOzs5i+vTpoqCgoI6fTf1W3rmOiYkRPXr0EI6OjkKhUIiAgAAxY8YMkZaWpvc4dXWupftFExERERkF9rkhIiIio8JwQ0REREaF4YaIiIiMCsMNERERGRWGGyIiIjIqDDdERERkVBhuiIiIyKgw3BAREZFRYbghogZt5cqVcHBwqLXHHzNmDBYsWFBrj1/Uo48+il9++aVOjkVkzBhuiEhPfHw8pk6dioCAAFhaWsLNzQ1du3bF0qVLkZ2dXeHHqe3QURkXL17E888/D19fX0iShC+++KJC9zt79iy2b9+ON954o8rH/uWXXyCXy3H79u0Sbw8MDMT//d//AQDmzp2LWbNmQaPRVPl4RMRwQ0RFXL9+HW3btsVff/2FBQsW4PTp0zhy5Ajefvtt/Pnnn/j7778NXWKVZGdnw8/PDx9//DHc3d0rfL+vv/4aQ4cOhY2NTZWPPXDgQDg5OWHVqlXFbjtw4ACioqIwceJEAMDTTz+NjIwM7Nixo8rHIyJwVXAieqBv377C29tbZGZmlni7RqPRff/ZZ5+J0NBQYW1tLby9vcWrr76qW9SxpEUj33vvPSGEELm5uWL69OnC09NTWFtbi44dO4q9e/eWWde9e/fEyy+/LFxdXYVCoRAtWrQQf/zxhxBCiB9//FHY29uLnTt3ipCQEKFUKkXfvn3FnTt3SnysJk2aiP/973/lnguVSiXs7e3Fn3/+Wez+8+fPF2PGjBFKpVI0btxY/PbbbyIhIUEMHDhQKJVK0bJlS3HixAndff7v//5PBAYGFjvGuHHjRKdOnfS2TZgwQYwePbrc+oiodGy5ISIAQHJyMv766y+EhYVBqVSWuI8kSbrvZTIZvvrqK1y8eBGrVq3Cnj178PbbbwMAunTpgi+++AJ2dnaIi4tDXFwc3nrrLQDAlClTcOTIEWzYsAHnzp3D0KFD8dRTTyEyMrLEY2o0Gjz99NM4dOgQ1q5di0uXLuHjjz+GXC7X7ZOdnY1PP/0Ua9aswYEDBxATE6M7XlWdO3cOaWlp6NChQ7Hb/ve//6Fr1644ffo0+vXrhzFjxmDs2LEYPXo0Tp06BX9/f4wdOxbi/rrEEydORGRkJA4cOKB7jMzMTGzevFnXaqPVsWNH/Pvvv9WqncjkGTpdEVH9cPToUQFAbNmyRW+7k5OTUCqVQqlUirfffrvU+2/atEk4OTnpfta2qBR18+ZNIZfLxe3bt/W29+7dW8yePbvEx921a5eQyWQiIiKixNt//PFHAUBERUXptn3zzTfCzc2txP0r2nKzdetWIZfL9VqrtPcv2rISFxcnAIh33nlHt+3IkSMCgIiLi9Nte/TRR8W4ceN0P3///ffC2tpapKen6z3+b7/9JmQymVCr1eXWSEQlY8sNEZXp+PHjOHPmDFq0aIG8vDzd9r///hu9e/eGl5cXbG1tMWbMGCQnJ5fZ6fj8+fNQq9UICgqCjY2N7mv//v24du1aifc5c+YMvL29ERQUVOrjWltbw9/fX/ezh4cHEhISqvBsH8jJyYFCodBrrdJq1aqV7ns3NzcAQMuWLYttK1rDiy++iM2bNyMjIwMA8MMPP2Do0KGwtbXVe2wrKytoNBq9c01ElWNm6AKIqH4ICAiAJEmIiIjQ2+7n5weg8I+u1o0bN9C/f3+8+uqr+Oijj+Do6IiDBw9i4sSJyM/Ph7W1dYnHyMzMhFwuR3h4uN5lJQCldtotetzSmJub6/0sSZLuklBVOTs7Izs7G/n5+bCwsCj1eNrwU9K2oqOehg8fjjfffBMbN25Ejx49cOjQISxcuLDYcVNSUqBUKiv0vImoZAw3RAQAcHJywhNPPIHFixfj9ddfL7XfDQCEh4dDo9Hgs88+g0xW2AC8ceNGvX0sLCygVqv1trVt2xZqtRoJCQno3r17hepq1aoVbt26hatXr5bZelPT2rRpAwC4dOmS7vvqsLW1xdChQ/HDDz/g2rVrCAoKKvEcXLhwAW3btq328YhMGS9LEZHOkiVLoFKp0KFDB/z888+4fPkyIiIisHbtWly5ckXX2hIQEICCggJ8/fXXuH79OtasWYNly5bpPZavry8yMzPxzz//ICkpCdnZ2QgKCsKoUaMwduxYbNmyBdHR0Th+/DgWLlyIbdu2lVhTz5490aNHDzz//PPYvXs3oqOjsWPHDuzcubPCzys/Px9nzpzBmTNnkJ+fj9u3b+PMmTOIiooq9T4uLi5o164dDh48WOHjlGfixIk4fPgwli1bhhdffLHEff799188+eSTNXZMIpNk6E4/RFS/3LlzR0yZMkU0bdpUmJubCxsbG9GxY0exaNEikZWVpdvv888/Fx4eHsLKykr07dtXrF69WgAQ9+7d0+0zefJk4eTkpDcUPD8/X7z77rvC19dXmJubCw8PDzF48GBx7ty5UmtKTk4WEyZMEE5OTsLS0lKEhobqhmiX1HF569atoujHW3R0dLGh6QBEz549yzwXS5YsEY8++qjetpI6JAMQW7duLXa806dPF3vM4OBgIZfLSxyqfuvWLWFubi5iY2PLrIuIyiYJUc0L00RERionJwfBwcH4+eef0blz51o/3syZM3Hv3j2sWLGi1o9FZMzY54aIqBRWVlZYvXo1kpKS6uR4rq6uuqUYiKjq2HJDRERERoUdiomIiMioMNwQERGRUWG4ISIiIqPCcENERERGheGGiIiIjArDDRERERkVhhsiIiIyKgw3REREZFQYboiIiMio/D/IlX6cQkvSFwAAAABJRU5ErkJggg==", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot(result_1d[0], save_pdf=False, save_png=True)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(2d_measurement of dmm from dac sweep #69@C:\\Users\\jenielse\\source\\repos\\Qcodes\\docs\\examples\\DataSet\\tutorial_doNd.db\n", " ---------------------------------------------------------------------------------------------------------------------\n", " dac_ch1 - numeric\n", " dac_ch2 - numeric\n", " dmm_v1 - numeric\n", " dmm_v2 - numeric,\n", " [,\n", " ],\n", " [,\n", " ])" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot(result_2d[0], save_pdf=True, save_png=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Generalized n-dimensional measurement (`dond`)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It is possible to use the general n-dimensional implementation in `doNd` (`dond` function) for performing measurements, which replaces individual 0, 1, and 2 dimensional functions with slightly different construct arguments. This implementation not only enables users to run higher dimensional measurements (above 2D) but also uses an interface for defining sweep setpoints other than traditional linearly-spaced points. Currently, `doNd` module has natively implemented linear and logarithmic setpoints in two sweep classes, i.e., `LinSweep`, `LogSweep` and `ArraySweep`. These classes are using the `AbstractSweep` interface structure defined in `doNd` module. Therefore, one can use this interface to create a sweep class with custom setpoints and use instances of that class in the `dond` construct for measurements. This could bring significant flexibility using `dond` over other specific-dimensional `doNd`s." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Below, we provide an example of how to replace the above-mentioned `do1d` and `do2d` with `dond`. Since individual `doNd`s are only limited to linearly-spaced sweep points, we use the existing `LinSweep` class instances with the structure shown below:" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "sweep_1 = LinSweep(dac.ch1, -1, 1, 20, 0.01)\n", "sweep_2 = LinSweep(dac.ch2, -1, 1, 20, 0.01)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, we can simply pass the created linear above sweep instances for measurements:" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting experimental run with id: 70. Using 'qcodes.dataset.dond'\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "b03840ab0fd740938e45d68480e91b5d", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/20 [00:00,\n", " ],\n", " [None, None])" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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vZ+3qevDgQb7PbdCgAdq3b4+MjAy4urpi4MCBaN++PSIiItCuXTu0b98e7du3R4MGDXKdx6ZNm2BsbJxtzFDWZu6cxpiYmppm2wxeGJ6enjhw4EC226RJk3TazZo1CzVr1sTQoUPx/vvvw9/fHxMnTsxxni8fvSBJEiZMmIC0tDTt5tQtW7ZArVajQ4cO2l15kZGRaNCgASwtLXH48GGd+VWuXBmdOnUqcJ9GjBihs1m7SZMmEEJgxIgR2mlKpRINGzbUWbeFratGjRra9wgAODo6olq1agV6v+QkLCwMV65cwdChQ3UGSXbo0AE1atTQabt7924olcps6+Cjjz6CECLXQeYzZsxARkYGFixYkOPjmZmZ2LdvH3r27IlKlSppp1evXr1Q6yCLra2tdtxLYmIigBfjpjZv3oyGDRuiatWq2rbOzs64evUqxo4di+fPn2PVqlUYMGAAnJycMHfu3CJvCu/YsSPs7OywefNm7bL79++fY9utW7dCo9GgT58+Ou+BChUqoEqVKjrvATMzM+3/ExMTERkZiebNm0MIgcuXL2vbmJiY4MiRI3od2zNq1CidXWoHDhxATEwM+vfvr1O3UqlEkyZNsr13gRdjFbPY2NigWrVqsLCw0Pn+yRo7+OrnpFWrVrC1tdVZVvv27ZGZmYljx47pLOd1vldzExUVpTPPV40dO1bnfqtWrRAVFYW4uDgA0B7S/J///Een3UcffQQA2LVrV67zLug6ffn9ER8fj8jISLRq1QpJSUm4c+eOTltLS0v069dPez/rda9evbrOeM2s/+f02o0fP17nftbRkXkdvl3YdZn1mkdGRuY6z4LigOJcLF++HFWrVkVsbCx+/vlnHDt27LUHmL78ZQ78/4rM70spISFBu2/zwIEDaNq0KSIjI6HRaHD8+HF88cUX2i+a3D6QCQkJ2LFjBzp16gR7e3udx7I+JDntC84aXFtUFhYW2Y7YyomJiQl+/vln7TiMNWvW5LhfXKFQwMvLS2da1g9Y1v7ogIAAxMbGwsnJKcdlPXv2TOd+5cqVC9IVrVfXY1ZQcHd3zzb95XVb2LpeXQ7w4j1T1B+x4OBgAECVKlWyPVatWjVcunRJp62rqyusrKx02lWvXl1nXq/y8vLC4MGDsXr1akybNi3b4xEREUhOTs61hqKc52LgwIHYtm0bduzYgQEDBuDUqVN4+PAhPvzww2xtXVxcsHLlSqxYsQIBAQHYt28fFi5ciM8//xwuLi46P8gFZWxsjN69e2PTpk1o3LgxQkNDdca0vSwgIABCiBz7nzWvLCEhIfj888+xc+fObOs8a2ydSqXCwoUL8dFHH8HZ2RlNmzZFt27dMGTIEFSoUKHQfcny6mciICAAAHId6PnyWD3gxR9Fjo6OOtPUajXc3Nyyfa5z+pxcu3Yt2/Oz5Pc5Kej3an7yCrt5LdPa2hrBwcFQKBTw8fHRaVehQgXY2Njk+vkBCr5Ob968iRkzZuCff/7Rhqosr469zO11z+k7K6sfr3r1Pevt7Q2FQpHnaSgKuy6zXnN9nO+K4SYXjRs31h4t1bNnT7Rs2RIDBgzA3bt3tYeLSpKU4wfg1QFdWXIbXJjfX4wTJkzAunXrdKZt3bpV+/+JEydi4sSJ8PDwyPWNtn379hyPkgJefOEDL/6yf1VYWFiJHdqbdd6elJQUBAQEFDp0ZNFoNHBycsLGjRtzfPzVD1phw1tu6zGn6S+v28LWVdT3i9z++9//Yv369Vi4cCF69uxZ7Mvr1q0b1Go1Nm3ahAEDBmDTpk1QKpU6f6m+SpIkVK1aFVWrVkXXrl1RpUoVbNy4sUjhBnhx5NaqVaswa9Ys1KlTJ9uWsCwajQaSJGHPnj05rt+s75bMzEx06NAB0dHR+OSTT+Dr6wsLCws8fvwYw4YN0xmMOWnSJHTv3h3bt2/Hvn378Nlnn2H+/Pn4559/UK9evTzrzu276tXPRNby1q9fn2NoMjLS/SkpzGcEyP456dChAz7++OMc2768Na6g8ywse3v7PMNRQZdZ1B/p/NZpTEwM/P39YW1tjTlz5sDb2xumpqa4dOkSPvnkk2yDdV9nfeSmIH0r7LrMes1fPvKwqBhuCkCpVGL+/Pl44403sGzZMu1fpLa2tjluvssrlRfFxx9/jEGDBiEoKAijR4/GL7/8AhcXF/z+++/YvXs31q5dCyDvH+mNGzfC0tISb731VrbH/Pz8YGRkhAsXLuhsMk5LS8OVK1dK5ND3a9euYc6cORg+fDiuXLmCkSNH4vr169nOMaHRaPDgwQOdD8W9e/cAQHuEmre3Nw4ePIgWLVq81lYnfSuOugrz5enh4QHg//8Kf9ndu3eztT148CDi4+N1tt5kbe7OmldOvL29MWjQIPzwww/ZTlHg6OgIMzOzAtVQUCqVCr169cIvv/yC8PBwbNmyBW3bti3wlgsvLy/Y2trmGO4LqmXLlqhUqRKOHDmChQsX5trO29sbQghUrlw52xf7y65fv4579+5h3bp1GDJkiHb6gQMHcp3vRx99hI8++ggBAQGoW7cuvv32W+0JBm1tbRETE6PznLS0tAL32dvbGwDg5ORUoC2xr8Pb2xsJCQl6XU5hQ4avry+CgoKKvDwPDw9oNBoEBARot3YCQHh4OGJiYvL8/GTJa50eOXIEUVFR2Lp1q84RXa9Tc35e/YMzMDAQGo0mz/NrFXZdZtX/8mtWVBxzU0Bt2rRB48aNsXjxYu0uIm9vb9y5cwcRERHadlevXsXJkyf1uuwaNWqgffv2MDIygq2tLQYNGoT27dsjLi4OLVu21I63adGiRY7Pj4iIwMGDB/H222/D3Nw82+NqtRrt27fHhg0bEB8fr52+fv16JCQkaA83Li7p6ekYNmwYXF1d8f3332Pt2rUIDw/H5MmTc2y/bNky7f+FEFi2bBmMjY3Rrl07AECfPn2QmZmJuXPnZntuRkZGti/5klIcdWWdf6Qgz3VxcUHdunWxbt06nc3WBw4cwK1bt3TadunSBZmZmTqvNQB89913kCQJb775Zp7LmjFjBtLT0/HVV1/pTFcqlejUqRO2b9+OkJAQ7fTbt29rt9wVxcCBA5Geno4xY8YgIiIixy2UZ8+e1Y7Ledm5c+cQFRWFatWqFXn5kiRhyZIlmDlzJgYPHpxru3feeQdKpRKzZ8/O9texEAJRUVEA/v8v6pfbCCHw/fff6zwnKSkp2+G43t7esLKy0tnN7O3tnW18w+rVq3PdcvOqTp06wdraGvPmzcvxsPuXvwNfV58+fXD69Okc3w8xMTHas00XRmE+J8CLc4TduHGjQIdt56RLly4AgMWLF+tMX7RoEQCga9euuT63IOs0p/dHWloaVqxYUaR6CyLrcPosS5cuBYA8vwsKuy4vXrwItVqNmjVrvna93HJTCFOnTkXv3r2xdu1ajB07Fu+99x4WLVqETp06YcSIEXj27BlWrVqFmjVrZtsHqg8nT55E06ZNtX+FnDp1ClOmTMn3eb/99hsyMjJy/MLP8uWXX6J58+bw9/fH6NGj8ejRI3z77bfo2LEjOnfurNNWkiT4+/vnez4V4MW+39xOT591cr8vvvgCV65cwaFDh2BlZYXatWvj888/x4wZM9CrVy/tFwXwYl/+3r17MXToUDRp0gR79uzBrl278Omnn2p36/j7+2PMmDGYP38+rly5go4dO8LY2BgBAQHYsmULvv/+e/Tq1Svf2vWtOOqqW7culEolFi5ciNjYWKhUKrRt2zbXcT3z589H165d0bJlS7z33nuIjo7G0qVLUbNmTZ3LD3Tv3h1vvPEG/vvf/+Lhw4eoU6cO9u/fjx07dmDSpEnav+Rzk7X15tXdqQAwe/Zs7N27F61atcL777+PjIwMbQ3Xrl0rVP+z+Pv7w83NDTt27ICZmRneeeedbG3Wr1+PjRs34u2330aDBg1gYmKC27dv4+eff4apqSk+/fTTIi07S48ePdCjR48823h7e+OLL77A9OnT8fDhQ/Ts2RNWVlYICgrCtm3bMHr0aEyZMgW+vr7w9vbGlClT8PjxY1hbW+PPP//Mtqvk3r17aNeuHfr06YMaNWrAyMgI27ZtQ3h4uM5uuZEjR2Ls2LF499130aFDB1y9ehX79u0r8OZ/a2trrFy5EoMHD0b9+vXRr18/ODo6IiQkBLt27UKLFi2yBeGimjp1Knbu3Ilu3bph2LBhaNCgARITE3H9+nX88ccfePjwYaF3W2QdaDFx4kR06tQp392WPXr0wNy5c3H06NEincC0Tp06GDp0KFavXq3dhXTu3DmsW7cOPXv2xBtvvJHrcwuyTps3bw5bW1sMHToUEydOhCRJWL9+fbHusg4KCsJbb72Fzp074/Tp09iwYQMGDBiAOnXq5Pqcwq7LAwcOoHv37vq5xtxrH29VxuR2nhshhMjMzBTe3t7C29tbe5jkhg0bhJeXlzAxMRF169YV+/bty/VQ8JwO7UMuh2jmxNfXV8ydO1cIIcSjR49yrfNVTZs2FU5OTjqHdubk+PHjonnz5sLU1FQ4OjqK8ePH65zvQIgXh4QCEP369ct3ufmdm0cIIS5evJjt3ChCvDiUulGjRsLV1VV77o+hQ4cKCwsLcf/+fdGxY0dhbm4unJ2dxcyZM0VmZma25a9evVo0aNBAmJmZCSsrK1GrVi3x8ccfaw9TFkL3MOZX5XaY7KuvedahklmHomfJqlefdeV0+oEff/xReHl5aQ+lzu+w8D///FNUr15dqFQqUaNGDbF169Zs71khXqzryZMnC1dXV2FsbCyqVKkivv76a53D4POqNSAgQFvTy4eCCyHE0aNHRYMGDYSJiYnw8vISq1at0r6ORTV16lQBQPTp0yfHx69duyamTp0q6tevL+zs7ISRkZFwcXERvXv3FpcuXSrUsnI6xD0nOZ3nRogX66Bly5bCwsJCWFhYCF9fXzF+/HidQ9dv3bol2rdvLywtLYWDg4MYNWqUuHr1qs6hupGRkWL8+PHC19dXWFhYCLVaLZo0aSJ+//13neVlZmaKTz75RDg4OAhzc3PRqVMnERgYWOD3+Mv97tSpk1Cr1cLU1FR4e3uLYcOG6ZyCIrf3fW6vRU7vn/j4eDF9+nTh4+MjTExMhIODg2jevLn45ptvtOevKcz3akZGhvjggw+Eo6OjkCSpQO+z2rVrixEjRuhMy+2znvW6vXy+n/T0dDF79mxRuXJlYWxsLNzd3cX06dN1DtPOSUHX6cmTJ0XTpk2FmZmZcHV1FR9//LH2UO6XvwMK87oL8eK1Gz9+fLY+37p1S/Tq1UtYWVkJW1tbMWHCBJGcnJxtni+/n4Qo2LoUQojbt29rT8OiD9K/nSEqkN27d6Nbt264evUqatWqVaLLHjZsGP7444/XupgnEVFBrF+/HuPHj0dISIj2Ujfl0axZszB79mxEREToZaBvbiZNmoRjx47h4sWLetlywzE3VCiHDx9Gv379SjzYEBGVpIEDB6JSpUrZxpqQ/kVFReF///sfvvjiC/3skgLH3FAhff3113KXQOVAbGxsviePfJ3zuOQmOTk53+uz2dnZFekim1S6KBQK3LhxQ+4yygV7e3u9b5FnuCEig/Phhx/mOBj5ZcWxR/23337D8OHD82xz+PDhHC+YS0SGg2NuiMjg3Lp1K9+rixfH+VbCwsKyXeX6VQ0aNMjz1PxEJD+GGyIiIipTOKCYiIiIypRyN+ZGo9HgyZMnsLKy0tuobCIiIipeQgjEx8fD1dUVCkXe22bKXbh58uRJtiuhEhERUekQGhoKNze3PNuUu3CTdRHA0NBQWFtby1wNERERFURcXBzc3d11Luabm3IXbrJ2RVlbWzPcEBERlTIFGVLCAcVERERUpjDcEBERUZnCcENERERlCsMNERERlSkMN0RERFSmMNwQERFRmcJwQ0RERGUKww0RERGVKQw3REREVKYw3BAREVGZwnBDREREZQrDDREREZUpDDd6dONxLMLjUuQug4iIqFxjuNGTdace4q1lJzD371tyl0JERFSuMdzoSQMPWwDA39fCcDwgQuZqiIiIyi+GGz3xq6jG0OaeAIDPtt9ASnqmvAURERGVUww3evSfDlXhZKXCw6gkrD72QO5yiIiIyiWGGz2yMjXGZ91qAACWHQ5EcFSizBURERGVPww3etattgta+jggLUODz3fchBBC7pKIiIjKFYYbPZMkCXN61ISJUoGj9yKw98ZTuUsiIiIqVxhuioGXoyXG+nsBAGb/dQsJqRkyV0RERFR+MNwUk/ff8EElO3M8jUvBkkMBcpdDRERUbjDcFBNTYyVm96gJAPjpRBDuPI2TuSIiIqLygeGmGL1RzQmda1ZApkZgxrYb0Gg4uJiIiKi4MdwUs8+714C5iRIXgp/jj0uP5C6HiIiozGO4KWauNmaY1L4KAGD+7tt4npgmc0VERERlG8NNCRjeojKqOlvieVI6vtp3V+5yiIiIyjSGmxJgrFTgi561AAC/ngvBpZDnMldERERUdjHclJDGle3Qq4EbAGDGthvIyNTIXBEREVHZxHBTgqa/6Qu1mTFuhcVh/ZlgucshIiIqkxhuSpC9pQqfdPYFAHy7/x7C41JkroiIiKjsYbgpYf0auaOOuw0SUjPwxa7bcpdDRERU5jDclDCFQsKXPf2gkIC/rj7B8YAIuUsiIiIqU0pluHn8+DEGDRoEe3t7mJmZoVatWrhw4YLcZRWYX0U1hjTzBAB8vuMmUjMy5S2IiIioDCl14eb58+do0aIFjI2NsWfPHty6dQvffvstbG1t5S6tUP7TsSocrVQIikzE6qMP5C6HiIiozDCSu4DCWrhwIdzd3bFmzRrttMqVK8tYUdFYmxrjs241MPHXy1h2OBA96lZEJXtzucsiIiIq9UrdlpudO3eiYcOG6N27N5ycnFCvXj38+OOPcpdVJN1ru6CFjz1SMzSYufMGhOCFNYmIiF5XqQs3Dx48wMqVK1GlShXs27cP48aNw8SJE7Fu3boc26empiIuLk7nZigkScKcHn4wUSpw+G4E9t0Ml7skIiKiUq/UhRuNRoP69etj3rx5qFevHkaPHo1Ro0Zh1apVObafP38+1Gq19ubu7l7CFefN29ESY/y9AACz/7qJxNQMmSsiIiIq3UpduHFxcUGNGjV0plWvXh0hISE5tp8+fTpiY2O1t9DQ0JIos1DGv+EDdzszhMWmYMmhALnLISIiKtVKXbhp0aIF7t7VvbL2vXv34OHhkWN7lUoFa2trnZuhMTVWYvZbNQEAP50Iwt2n8TJXREREVHqVunAzefJknDlzBvPmzUNgYCA2bdqE1atXY/z48XKX9lra+jqjU01nZGgEZmy/zsHFRERERVTqwk2jRo2wbds2/Prrr/Dz88PcuXOxePFiDBw4UO7SXtvn3WvCzFiJ8w+f489Lj+Uuh4iIqFSSRDnbRBAXFwe1Wo3Y2FiD3EX1w9H7mL/nDuwsTPDPR/6wMTeRuyQiIiLZFeb3u9RtuSnr3mtZGVWcLBGdmIav9t3N/wlERESkg+HGwBgrFfiipx8A4NdzIbgc8lzmioiIiEoXhhsD1MTLHu/Wd4MQwIztN5CRqZG7JCIiolKD4cZATe/iC2tTI9x8EocNZ4LlLoeIiKjUYLgxUA6WKnzc2RcA8O3+e3gWl6L3ZWg0AuFxKTj/MBp/XHyEvTee8hB0IiIq9UrdVcHLk/6NK2HLxUe4GhqDL3bdxpL+9Qo9j5T0TIRGJyEkOgnBUS/+DY1OQvC//6Zm6O7ymtOjJoY089RTD4iIiEoew40BUyokfNnTD28tO4GdV5+gbyN3tPBx0GkjhEBEQmqOASYkOgnhcan5LsPVxhS25ia49igWc/66hWrOVmjiZV+cXSMiIio2PM9NKTBr502sPfUQXg4WGNrcUxtisgJMcnpmns+3Uhmhkr05Ktm9uLnbmcPj3/uuNmYwVioghMDEzVfw19UncLA0wc4JLeFqY1ZCPSQiIspbYX6/GW5KgbiUdLT95igiE3LeCiNJgKvaDO52ZvCws0Al+38DzL9hxsbcGJIk5bucpLQMvLPiFO48jUcdNzV+G9MMpsZKfXeHiIio0Bhu8lAaww0AHLsXge8PBcDewkS71eXFFhgLuNqYQmWknxASGp2E7stOICYpHb0buOGrXrULFIyIiIiKE8NNHkpruClJxwMiMPTnc9AIYG6PmhjMAcZERCQzXn6BXkurKo745N/D0Gf/dQvngqJlroiIiKjgGG4oR6Nbe6FbbRdkaATe33gRYbHJcpdERERUIAw3lCNJkvBVr9rwrWCFyIQ0jN1wCSn5HJVFRERkCBhuKFfmJkZYPbgh1GbGuBoag8933OAZjImIyOAx3FCeKtmbY2n/elBIwO8XHmHD2RC5SyIiIsoTww3lq3VVR+11rmbvvInzDznAmIiIDBfDDRXImNZe6PrvAONxGy5xgDERERkshhsqEEmS8LV2gHEqxm64hNQMDjAmIiLDw3BDBZZtgPH2mxxgTEREBofhhgrl5QHGv10IxUYOMCYiIgPDcEOF1rqqI6Z2yjqD8U1c4ABjIiIyIAw3VCRj/b3QtZYL0jMFxm64hKexKXKXREREBIDhhopI9wzGqRi74SIHGBMRkUFguKEis1AZ4YfBDaA2M8aV0BjM3MEBxkREJD+GG3otHvYWWNK/HiQJ2Hw+FJvOcYAxERHJi+GGXpt/VUdM7VQNADBrJwcYExGRvBhuSC/G+XtrBxiP23gJ4XEcYExERPJguCG9yBpgXM3ZChHxHGBMRETyYbghvbFQGWH1kAawNjXC5ZAYzNp5U+6SiIioHGK4Ib16eYDxr+dCsfFssNwlERFROcNwQ3rXppoTpnT8/wHGF4M5wJiIiEoOww0Vi/fbeKNLrQraMxhzgDEREZUUhhsqFpIk4etedVDV2RIR8akYxwHGRERUQhhuqNhYqIywenBDWJsa4VJIDEb/chH7bj5FchpDDhERFR9JlLPz5cfFxUGtViM2NhbW1tZyl1MuHLn7DMPXnkfWO01lpECrKg7oUMMZbX2d4WilkrdAIiIyeIX5/Wa4oRJx7VEMtl56jAO3wvE4Jlk7XZKAeu426FCjAjrUcIK3oyUkSZKxUiIiMkQMN3lguJGXEAJ3nsbjwK1wHLwdjmuPYnUer+xggQ41nNGhhjPqV7KFUsGgQ0REDDd5YrgxLGGxyTh4+xkO3grH6ftRSMvUaB+zszBBW18ndKjhjFZVHGBuYiRjpUREJCeGmzww3Biu+JR0HLsXiYO3w/HPnWeITU7XPqYyUqClz4txOu2qc5wOEVF5w3CTB4ab0iE9U4PzD6Nx8NYzHLj9FKHR2cfptK/hjI41nDlOh4ioHGC4yQPDTekjhMDd8HgcvBWOA7fCcTWHcTrtqzuhlpsNvBws4OlgAUsVd2EREZUlDDd5YLgp/Z7GpuDQnRdB51Sg7jidLI5WKlS2t0Dlf8NO5X9vHvbmMDVWylA1ERG9DoabPDDclC0JqRk4fi8CR+9F4H5EAoIiExGZkJZre0kCXNVm8HQwfxF87C3g5fjiX3c7cxgreV5LIiJDxHCTB4absi8uJR0PIxMRFJmIh5FJCIpMQFBUEoIiEhCXkpHr85QKCe62ZtqtPV4vbfVxVZtBwcPSiYhkw3CTB4ab8ksIgedJ6S/Czr+h52FkEh5EJuJhZCKS03O/LIS9hQmWD6yPpl72JVgxERFlYbjJA8MN5UQIgWfxqXgQkYiHUS+2+mTdQqKSkJapgYOlCrs/bAknK1O5yyUiKncK8/vNQ0qI8OIq5s7WpnC2NkUzb92tM8lpmei5/CTuhsfjw1+vYMPIJjxzMhGRAePoSaJ8mJkosWJQfViYKHH6QRS+P3hP7pKIiCgPDDdEBeDtaIl579QCACw9HIhj9yJkroiIiHLDcENUQD3qVsSAJpUgBDDptyt4Gpsid0lERJQDhhuiQvi8Ww3UcLFGdGIaPvj1EjJyOIEgERHJi+GGqBBMjZVYMbA+LFVGOP/wOb7Zz/E3RESGhuGGqJA8HSzwVa/aAIBVR+/jnzvhMldEREQvY7ghKoIutVwwtJkHAOA/v1/F45jkfJ5BREQlheGGqIg+7Vodtd3UiElKx4RNl5CWwfE3RESGgOGGqIhURkosH1Af1qZGuBwSg6/23pG7JCIiAsMN0WtxtzPH173rAAD+dyII+28+lbkiIiJiuCF6TZ1qVsDIlpUBAFO2XEVodJLMFRERlW8MN0R68MmbvqhXyQZxKRkYv+kSUjNyv8I4EREVL4YbIj0wViqwbEB92Jgb49qjWMzfzfE3RERyYbgh0pOKNmZY1OfF+Ju1px5i9/UwmSsiIiqfGG6I9KitrzPG+nsDAD7+4xoeRibKXBERUfnDcEOkZ1M6VkUjT1skpGbg/Y2XkJLO8TdERCWJ4YZIz4yUCiztXx92Fia4FRaHuX/fkrskIqJyheGGqBhUUJticd+6kCRg49kQ7LjyWO6SiIjKDYYbomLSuqojJrzhAwD4dOt13I9IkLkiIqLygeGGqBhNal8VTb3skJiWifEbLyE5jeNviIiKG8MNUTFSKiQs6VcPDpYq3Hkaj5k7b8hdEhFRmcdwQ1TMnKxNsaRfXSgk4PcLj/DnxUdyl0REVKYx3BCVgOY+DviwXVUAwIztN3AvPF7mioiIyi5Zw82sWbMgSZLOzdfXN9f2a9euzdbe1NS0BCsmKroJbX3QqooDktMz8f7GS0hMzZC7JCKiMkn2LTc1a9ZEWFiY9nbixIk821tbW+u0Dw4OLqFKiV6PUiHhu7514WytQuCzBHy2/QaEEHKXRURU5hjJXoCRESpUqFDg9pIkFao9kSFxsFRhSb966P/jGWy9/BhNvOzQt1ElucsiIipTZN9yExAQAFdXV3h5eWHgwIEICQnJs31CQgI8PDzg7u6OHj164ObNm3m2T01NRVxcnM6NSE5NvOzxUcdqAIDPd9zE7TC+J4mI9EnWcNOkSROsXbsWe/fuxcqVKxEUFIRWrVohPj7nwZbVqlXDzz//jB07dmDDhg3QaDRo3rw5Hj3K/eiT+fPnQ61Wa2/u7u7F1R2iAhvn74021RyRmqHB+I2XkMDxN0REeiMJA9rpHxMTAw8PDyxatAgjRozIt316ejqqV6+O/v37Y+7cuTm2SU1NRWpqqvZ+XFwc3N3dERsbC2tra73VTlRY0Ylp6LrkOMJiU9C9jiuW9KsLSZLkLouIyCDFxcVBrVYX6Pdb9t1SL7OxsUHVqlURGBhYoPbGxsaoV69enu1VKhWsra11bkSGwM7CBMsG1IORQsJfV59g6yVef4qISB8MKtwkJCTg/v37cHFxKVD7zMxMXL9+vcDtiQxNAw87TO7w4vw3M3feRGh0kswVERGVfrKGmylTpuDo0aN4+PAhTp06hbfffhtKpRL9+/cHAAwZMgTTp0/Xtp8zZw7279+PBw8e4NKlSxg0aBCCg4MxcuRIubpA9NrG+nujgYctElIz8NGWq8jUGMyeYiKiUknWcPPo0SP0798f1apVQ58+fWBvb48zZ87A0dERABASEoKwsDBt++fPn2PUqFGoXr06unTpgri4OJw6dQo1atSQqwtEr02pkLCoTx2YmyhxLigaP514IHdJRESlmkENKC4JhRmQRFSSNp8LwbSt12GiVGDnBy3gW4HvTyKiLKV2QDFReda3kTvaV3dCWqYGkzZfQWpGptwlERGVSgw3RAZCkiTMf6c27C1McOdpPBYduCd3SUREpRLDDZEBcbRSYd47tQAAq489wLmgaJkrIiIqfRhuiAxMp5oV0KehG4QA/vP7FcSnpMtdEhFRqcJwQ2SAPutWA262Znj0PBlz/roldzlERKUKww2RAbIyNcaiPnUhScCWi4+w7+ZTuUsiIio1GG6IDFTjynYY09obADB963VExKfm8wwiIgIYbogM2uQOVVDdxRrRiWmY9uc1lLPTUhERFQnDDZEBUxkpsbhvXZgoFTh05xk2nw+VuyQiIoPHcENk4KpVsMLUTtUAAHP/voXgqESZKyIiMmwMN0SlwIiWldHUyw5JaZmY/NsVZGRq5C6JiMhgMdwQlQIKhYRveteBlcoIl0Ji8MMxXlyTiCg3DDdEpYSbrTlmvVUTAPDdgXu48ThW5oqIiAwTww1RKfJO/Yp4068CMjQCk3+7gpR0XlyTiOhVDDdEpYgkSfjy7VpwtFIh4FkCvtp7V+6SiIgMDsMNUSljZ2GCr3rVBgD8fDIIJwMjZa6IiMiwMNwQlUJvVHPCwCaVAABTtlxFbDIvrklElIXhhqiU+m/X6vC0N0dYbApm7rghdzlERAbDqChPSk1NxdmzZxEcHIykpCQ4OjqiXr16qFy5sr7rI6JcmJsY4bu+ddFr1Wlsv/IE7ao7o3sdV7nLIiKSXaHCzcmTJ/H999/jr7/+Qnp6OtRqNczMzBAdHY3U1FR4eXlh9OjRGDt2LKysrIqrZiL6V71Kthj/hg+WHArAjO030MjTDhXUpnKXRUQkqwLvlnrrrbfQt29feHp6Yv/+/YiPj0dUVBQePXqEpKQkBAQEYMaMGTh06BCqVq2KAwcOFGfdRPSvD9r6oLabGrHJ6Zj6x1VeXJOIyj1JFPCb8IcffsB7770HY2PjfNveunULYWFhaNeu3WsXqG9xcXFQq9WIjY2FtbW13OUQ6UXgswR0XXIcqRkazOlRE0OaecpdEhGRXhXm97vA4QYAMjMzoVQqX7tAOTHcUFm17tRDzNx5E6bGCvz9QSv4OFnKXRIRkd4U5ve7UEdLVaxYEdOmTcO9e/deq0Ai0r/BTT3QqooDUtI1+M/vV5DOi2sSUTlVqHAzfvx4/PHHH6hevTpatWqFtWvXIikpqbhqI6JCUCgkfN2rDtRmxrj2KBbL/gmUuyQiIlkUKtx89tlnCAwMxKFDh+Dl5YUJEybAxcUFo0aNwtmzZ4urRiIqoApqU3zR0w8AsOxwIC6HPJe5IiKiklekk/i1adMG69atw9OnT/Htt9/i9u3baNasGWrWrIlFixbpu0YiKoTudVzRo64rMjUC//n9KpLSMuQuiYioRBVqQHFedu3ahSFDhiAmJgaZmYZ7pWIOKKbyIDYpHZ2/P4aw2BQMaloJX/SsJXdJRESvpdgGFL8qKSkJa9euhb+/P9566y3Y29vjyy+/fJ1ZEpEeqM2N8U3vOgCADWdCcPjuM5krIiIqOUUKN6dOncLIkSPh4uKC8ePHw9PTE4cPH8a9e/cwbdo0fddIREXQwscBw1t4AgDGrr+IjWeDeYI/IioXChVuvvrqK+2RUtevX8fXX3+Np0+fYt26dWjdunVx1UhERfRJZ1+0qeaI1AwN/rvtBsZtuISYpDS5yyIiKlaFGnPj6OiIQYMGYcSIEfDz8yvOuooNx9xQeaPRCPx0Ighf7buD9EwBV7UpFverh8aV7eQujYiowIrtDMXp6ekFuvyCIWO4ofLq+qNYfPDrJTyMSoJCAia2q4IJb/jASPlaQ++IiEpEsQwo3rx5c4GDTWhoKE6ePFnQWRNRCajlpsbfE1vh3fpu0Ahg8cEADPjxLB7HJMtdGhGRXhU43KxcuRLVq1fHV199hdu3b2d7PDY2Frt378aAAQNQv359REVF6bVQInp9liojfNunDhb3rQtLlRHOPYxGl++PY++NMLlLIyLSm0Ltltq5cyeWLl2Kf/75BxYWFnB2doapqSmeP3+Op0+fwsHBAcOGDcPkyZPh7OxcnHUXGXdLEb0QHJWIib9extVHsQCAAU0q4bOuNWBmUrovjktEZVOxjbnJEhkZiRMnTiA4OBjJyclwcHBAvXr1UK9ePSgUhr3/nuGG6P+lZWiw6MA9rDp6HwBQ1dkSS/vXR7UKVjJXRkSkq9jDTWnGcEOU3fGACPzn96uIiE+FykiBGV2rY1BTD0iSJHdpREQASvAMxURUNrSq4og9H7bCG/+eE+ezHTcxev1FPE/kOXGIqPRhuCEiAICDpQo/D2uEz7rVgLFSwoFb4Xjz++M484AHBxBR6cJwQ0RakiRhRMvK2PZ+C3g5WOBpXAr6/3gGi/bfRUamRu7yiIgKhOGGiLLxq6jGXx+0RJ+GbhACWPJPIPquPoNHz5PkLo2IKF8MN0SUIwuVEb7qVQdL+teDlcoIF4Of483vj2PXNZ4Th4gMm17DTWhoKN577z19zpKIZPZWHVfs/rAV6lWyQXxKBsZvuoRpf15DUlqG3KUREeVIr+EmOjoa69at0+csicgAuNuZ4/cxzTD+DW9IErD5fCi6Lz2BW0/i5C6NiCgbo8I03rlzZ56PP3jw4LWKISLDZaxUYGonX7TwdsCk367gfkQiei4/iU+7+GJoc0+eE4eIDEahTuKnUCggSRLyeookScjMzNRLccWBJ/Ejen3RiWmYuuUqDt15BgCo6WqN8W/4oFPNClAqGHKISP+K7SR+Li4u2Lp1KzQaTY63S5cuvVbhRFQ62FmY4H9DG2JW9xowM1bi5pM4vL/xEjp8dxS/XwhFWgYPGyci+RQq3DRo0AAXL17M9fH8tuoQUdkhSRKGtaiMk9PaYmK7KlCbGeNBRCI+/uMa2nx9GGtPBiE5zXC34hJR2VWo3VLHjx9HYmIiOnfunOPjiYmJuHDhAvz9/fVWoL5xtxRR8UhIzcCms8H48XgQIuJTAQD2FiZ4r2VlDGrqAbWZscwVElFpxgtn5oHhhqh4paRn4o+Lj/DDsfsIjU4GAFipjDComQfea1EZjlYqmSskotKo2MPNhg0b8Pbbb8PCwqLIRcqF4YaoZGRkavD3tTCsOBKIe+EJAACVkQJ9G7ljdGsvuNmay1whEZUmxR5uHB0dkZycjLfeeguDBg1Cp06doFQqi1xwSWK4ISpZGo3AoTvPsPxwIK6ExgAAjBQS3qrrivfbeMPHyUreAomoVCi2o6WyhIWFYfPmzZAkCX369IGLiwvGjx+PU6dOFalgIiq7FAoJHWo4Y9v7zbFpVBO09HFAhkZg66XH6PDdMYxZfwFX/w09RET68NpjbpKSkrBt2zZs2rQJBw8ehJubG+7fv6+v+vSOW26I5Hc1NAYrjgRi381w7bRWVRwwro03mnnZ84SARJRNYX6/C3WG4pyYm5ujU6dOeP78OYKDg3H79u3XnSURlXF13G3ww+CGCAiPx8qj97HjyhMcD4jE8YBI1Ktkg/fb+KCdrxMUPCEgERVBkbfcZG2x2bhxIw4dOgR3d3f0798fAwcOhK+vr77r1BtuuSEyPKHRSVh97AF+e+kEgNWcrfD+G97oWssFRkq9XgaPiEqhYh9Q3K9fP/z9998wNzdHnz59MHDgQDRr1qzIBZckhhsiw/UsPgU/n3iIDWeCkZD64qrjnvbmWDO8MSo7lL6jM4lIf4o93AwcOBADBw4sVUdJZWG4ITJ8scnpWH/6IX4++RDRiWnwcbLE9vEtYKl67T3pRFRK8SR+eWC4ISo9nsWnoPvSEwiPS0WHGs74YVADjsMhKqeK/VBwIqKS4GRlih8GN4SJUoEDt8Kx5J8AuUsiolKA4YaIDFpddxt88bYfAGDxwQDsv/lU5oqIyNAx3BCRwevT0B3DmnsCACb/dgUB4fHyFkREBo3hhohKhf92rY6mXnZITMvEqF8uIDY5Xe6SiMhAFTnc3L9/HzNmzED//v3x7NkzAMCePXtw8+ZNvRVHRJTFWKnA8gH1UdHGDA+jkjDx18vI1JSr4yGIqICKFG6OHj2KWrVq4ezZs9i6dSsSEl5c8ffq1auYOXOmXgskIspib6nCD4MbwNRYgaP3IvDN/rtyl0REBqhI4WbatGn44osvcODAAZiYmGint23bFmfOnNFbcUREr/KrqMbCd2sDAFYeuY+/rz2RuSIiMjRFCjfXr1/H22+/nW26k5MTIiMjX7soIqK89KhbEWNaewEApm65hltP4mSuiIgMSZHCjY2NDcLCwrJNv3z5MipWrPjaRRER5efjzr5oVcUByemZGL3+AqIT0+QuiYgMRJHCTb9+/fDJJ5/g6dOnkCQJGo0GJ0+exJQpUzBkyBB910hElI1SIWFZ//rwsDfHo+fJmLDpEjIyNXKXRUQGoEjhZt68efD19YW7uzsSEhJQo0YNtG7dGs2bN8eMGTP0XSMRUY7U5sb4cUhDmJsocep+FObtviN3SURkAIoUbkxMTPDjjz/iwYMH+Pvvv7FhwwbcuXMH69evL/YLac6aNQuSJOncfH19i3WZRGS4qjpbYVGfOgCAn08G4c+Lj2SuiIjkVqRwM2fOHCQlJcHd3R1dunRBnz59UKVKFSQnJ2POnDn6rjGbmjVrIiwsTHs7ceJEsS+TiAxXZz8XTGzrAwCYvu06robGyFsQEcmqSOFm9uzZ2nPbvCwpKQmzZ89+7aLyY2RkhAoVKmhvDg4Oxb5MIjJsk9pXRfvqTkjL0GDM+ouIiE+VuyQikkmRwo0QApIkZZt+9epV2NnZvXZR+QkICICrqyu8vLwwcOBAhISE5No2NTUVcXFxOjciKnsUCgnf9a0Lb0cLPI1LwbgNF5GWwQHGROVRocKNra0t7OzsIEkSqlatCjs7O+1NrVajQ4cO6NOnT3HVCgBo0qQJ1q5di71792LlypUICgpCq1atEB+f84X05s+fD7Varb25u7sXa31EJB8r0xcDjK1URrgQ/Byz/+LlYIjKI0kIUeCLs6xbtw5CCLz33ntYvHgx1Gq19jETExN4enqiWbNmxVJobmJiYuDh4YFFixZhxIgR2R5PTU1Faur/b56Oi4uDu7s7YmNjYW1tXZKlElEJ+edOOEasuwAhgHlv18KAJpXkLomIXlNcXBzUanWBfr+NCjPjoUOHAgAqV66M5s2bw9jYuOhV6omNjQ2qVq2KwMDAHB9XqVRQqVQlXBURyamtrzOmdKyGr/fdxcydN1DV2RINPYt/lzkRGYYijbnx9/fXBpuUlBRZx7QkJCTg/v37cHFxKdHlEpFhe7+NN7rUqoD0TIGxGy7haWyK3CURUQkpUrhJSkrChAkT4OTkBAsLC9ja2urcitOUKVNw9OhRPHz4EKdOncLbb78NpVKJ/v37F+tyiah0kSQJX/eqA98KVohMSMWY9ReQkp4pd1lEVAKKFG6mTp2Kf/75BytXroRKpcL//vc/zJ49G66urvjll1/0XaOOR48eoX///qhWrRr69OkDe3t7nDlzBo6OjsW6XCIqfSxURlg9uCFszI1x9VEs/rvtBgoxzJCISqlCDSjOUqlSJfzyyy9o06YNrK2tcenSJfj4+GD9+vX49ddfsXv37uKoVS8KMyCJiMqGEwGRGPLzWWgEMKt7DQxrUVnukoiokArz+12kLTfR0dHw8vICAFhbWyM6OhoA0LJlSxw7dqwosyQiKjYtqzjg0y7VAQBzd93GqfuRMldERMWpSOHGy8sLQUFBAABfX1/8/vvvAIC//voLNjY2eiuOiEhfRrSsjLfrVUSmRmD8xksIjU6SuyQiKiZFCjfDhw/H1atXAQDTpk3D8uXLYWpqismTJ2Pq1Kl6LZCISB8kScL8d2qhVkU1nielY8z6i0hO4wBjorKoSGNuXhUcHIyLFy/Cx8cHtWvX1kddxYZjbojKtycxyei+9ASiEtPQvY4rlvSrm+PlZIjIsBT7mJtXeXh44J133jH4YENE5GpjhhUD68NIIeGvq0/ww7EHcpdERHpWqDMUJycn49ChQ+jWrRsAYPr06TqXNlAqlZg7dy5MTU31WyURkR418bLHzO418NmOm1i49w7cbc3RtTZPBEpUVhQq3Kxbtw67du3Shptly5ahZs2aMDMzAwDcuXMHrq6umDx5sv4rJSLSo0FNPXAvPAHrzwRj8m9XYGthjObeDnKXRUR6UKjdUhs3bsTo0aN1pm3atAmHDx/G4cOH8fXXX2uPnCIiMmSSJGHWWzXxpl8FpGVqMOaXi7j1pGQvH0NExaNQ4SYwMBC1atXS3jc1NYVC8f+zaNy4MW7duqW/6oiIipFSIeG7vnXRpLId4lMzMHTNOR4iTlQGFCrcxMTE6IyxiYiIgKenp/a+RqPReZyIyNCZGiuxekhD+FawQkR8Kob8fA5RCfweIyrNChVu3NzccOPGjVwfv3btGtzc3F67KCKikqQ2M8a69xqjoo0ZgiIT8d7a80hMzZC7LCIqokKFmy5duuDzzz9HSkpKtseSk5Mxe/ZsdO3aVW/FERGVFGdrU6x7rzFs/73I5riNl5CeqZG7LCIqgkKdxC88PBx169aFiYkJJkyYgKpVqwIA7t69i2XLliEjIwOXL1+Gs7NzsRX8ungSPyLKy6WQ5xjw4xmkpGvwTr2K+KZ3HSgUPMkfkdwK8/td6DMUBwUFYdy4cThw4ACynipJEjp06IAVK1ZoL6hpqBhuiCg//9wJx6hfLiJTIzCmtRem/3vRTSKST7GGmyzR0dEIDAwEAPj4+MDOzq4osylxDDdEVBBbLoRi6h/XAAAzulbHyFaG/YcbUVlXmN/vQp3E72V2dnZo3LhxUZ9ORGTQejd0R0RCKr7aexdf7LoNRysVetStKHdZRFQAerm2FBFRWTTO3xvDmnsCAKZsuYrjARHyFkREBcJwQ0SUC0mS8Hm3GuhW2wXpmQJj11/E9UexcpdFRPlguCEiyoNCIeHbPnXQwsceiWmZGL72HIKjEuUui4jywHBDRJQPlZESqwY1QE1Xa0QmpGHwT+cQEc+zGBMZKoYbIqICsDI1xprhjeBuZ4aQ6CQMX3sOCTyLMZFBYrghIiogJytTrH+vCewtTHDjcRzGrr+ItAyexZjI0DDcEBEVgqeDBdYMbwRzEyVOBEZiypar0GiKdLowIiomDDdERIVU280GqwY1gJFCws6rT/DFrtso4vlQiagYMNwQERVB66qO+KZ3HQDAzyeD8MOxBzJXRERZGG6IiIqoZ72K+O+/151asOcO/rz4SOaKiAhguCEiei2jWnthVKvKAICP/7yGw3efyVwRETHcEBG9pulvVkfPuq7I1Ai8v+ESLoc8l7skonKN4YaI6DUpFBK+6lUHrao4IDk9E++tPY/7EQlyl0VUbjHcEBHpgYmRAqsGNUBtNzWeJ6VjyE/nEB6XIndZROUSww0RkZ5YqIzw87BG8LQ3x+OYZAz9+RziUtLlLouo3GG4ISLSIwdLFX55rwkcLFW48zQe/l8dxrQ/r+HovQikZ/JsxkQlQRLl7MxTcXFxUKvViI2NhbW1tdzlEFEZdfNJLEasvYCnL+2aUpsZo2MNZ3Sp5YIWPg4wMeLfl0QFVZjfb4YbIqJikpGpwdmgaOy+HoZ9N58iMiFN+5iVqRE6VHfGm7Vc0KqKA0yNlTJWSmT4GG7ywHBDRHLI1AicC4rGnhth2HPjKSLiU7WPWaqM0K66E970c0Gbao4MOkQ5YLjJA8MNEclNoxG4GPIcu6+HYc/1pzq7rsxNlHjD1wld/Fzwhq8jzE2MZKyUyHAw3OSB4YaIDIlGI3DlUQx2X3uxRedxTLL2MVNjBd6o5oQ3a7mgra8TLFUMOlR+MdzkgeGGiAyVEALXHsVi940XW3RCopO0j5kYKeBf1RFdalVAu+rOsDY1lrFSopLHcJMHhhsiKg2EELj5JA57boRh9/WnCIpM1D5molSgZRUHdKnlgu51XKAy4hgdKvsYbvLAcENEpY0QAneexmPP9TDsuh6G+xH/H3SqOVvh2z514FdRLWOFRMWP4SYPDDdEVNoFhMdj9/WnWH/mISIT0mCkkDD+DR+Mf8OH586hMovhJg8MN0RUVkQlpOLzHTex63oYAKCGizUW9a0D3wr8bqOypzC/34z4RESllL2lCssH1sfS/vVgY26MW2Fx6L70BJYfDkQGL/VA5RjDDRFRKde9jiv2T26NDjWckZ4p8PW+u3h31WkEPouXuzQiWTDcEBGVAU5Wplg9uAEW9akDK1MjXA2NQZclJ7D62H1kasrV6AMihhsiorJCkiS8U98NByb7o001R6RlaDBv9x30/eG0zqHkRGUdww0RURlTQW2KNcMaYeG7tWCpMsKF4Od48/tjWHsyCBpuxaFygOGGiKgMkiQJfRtVwt5JrdDCxx4p6RrM+usWBvzvDEJfOvMxUVnEcENEVIa52Zpjw4gmmNvTD+YmSpx5EI3Oi49h49lglLMzgVA5wnBDRFTGSZKEwU09sPfD1mhc2Q6JaZn477YbGPLzOTx56UKdRGUFww0RUTlRyd4cm0c1xWfdakBlpMDxgEh0+u4Yfr8Qyq04VKYw3BARlSMKhYQRLStjz4etUK+SDeJTM/DxH9cwct0FhMelyF0ekV4w3BARlUNejpb4Y2xzTHvTFyZKBQ7deYaO3x3D9suPuRWHSj2GGyKickqpkDDW3xu7JrZEbTc1YpPTMem3Kxi74SIiE1LlLo+oyBhuiIjKuSrOVvhzXHN81KEqjJUS9t0MR8fvjuHPi48QFpvMLTlU6vCq4EREpHXrSRw+2nIVt8PitNOsVEbwcbZEFSdLVHW2gs+//7qoTSFJkozVUnlSmN9vhhsiItKRlqHBqqP3sePKYwRHJSEjl7MaW6qM4O1kiapOlqjibIkqzlao4mSJijZmDD2kdww3eWC4ISIquLQMDR5GJSIgPAH3wuMR+OzFv0GRibmGHgsTJXycLOHjZIWqzv8GHycrVLQxg0LB0ENFw3CTB4YbIqLXl56pwcPIRAQ8S3gRfJ7FIzA8AQ8iE5CemfPPipnxi9CTFXbaV3dCFWerEq6cSiuGmzww3BARFZ/0TA2Co5IQEB7/Ivg8S0BAeDweRCQiLVOj09bESIF1wxujmbe9TNVSacJwkweGGyKikpeRqUFwdBICwhMQ+Cweh+9G4GLwc1iqjLBpVBPUdrORu0QycAw3eWC4ISKSX0p6JoavOY/TD6Jga26MLWObwceJu6god4X5/eZ5boiIqMSZGivx49CGqOOmxvOkdAz63zmERifJXRaVEQw3REQkC0uVEdYOb4wqTpZ4GpeCwT+dxbN4Xt+KXh/DDRERycbWwgTrRzSBm60ZHkYlYchP5xCblC53WVTKMdwQEZGsKqhNsXFkEzhaqXDnaTyGrz2HpLQMucuiUozhhoiIZOdhb4Ff3msMa1MjXAqJwZj1F5GakSl3WVRKMdwQEZFBqO5ijTXDG8PMWInjAZH4z29XkZnLWZCJ8sJwQ0REBqOBhy1WD2kAE6UCu66H4dOt13lVcio0hhsiIjIorao4Ykn/ulBIwG8XQjF/zx0GHCoUgwk3CxYsgCRJmDRpUq5t1q5dC0mSdG6mpqYlVyQREZWIzn4uWPBubQDA6mMPsOLIfZkrotLESO4CAOD8+fP44YcfULt27XzbWltb4+7du9r7ksQrzBIRlUV9GrojLjkdX+y6ja/33YW1mTEGN/WQuywqBWTfcpOQkICBAwfixx9/hK2tbb7tJUlChQoVtDdnZ+cSqJKIiOQwspUXJrb1AQB8vuMGdlx5LHNFVBrIHm7Gjx+Prl27on379gVqn5CQAA8PD7i7u6NHjx64efNmnu1TU1MRFxencyMiotJjcoeqGNrMA0IAH/1+Ff/cCZe7JDJwsoabzZs349KlS5g/f36B2lerVg0///wzduzYgQ0bNkCj0aB58+Z49OhRrs+ZP38+1Gq19ubu7q6v8omIqARIkoSZ3Wvi7XoVkaERGLfhEs48iJK7LDJgsl0VPDQ0FA0bNsSBAwe0Y23atGmDunXrYvHixQWaR3p6OqpXr47+/ftj7ty5ObZJTU1Famqq9n5cXBzc3d15VXAiolImPVODcRsu4uDtZ7BUGeHXUU1Ry00td1lUQkrFVcEvXryIZ8+eoX79+jAyMoKRkRGOHj2KJUuWwMjICJmZ+Z+Z0tjYGPXq1UNgYGCubVQqFaytrXVuRERU+hgrFVg2oD6aetkhITUDQ9ecQ+CzBLnLIgMkW7hp164drl+/jitXrmhvDRs2xMCBA3HlyhUolcp855GZmYnr16/DxcWlBComIiK5mRor8b+hjVDbTY3oxDQM/uksHj1PkrssMjCyhRsrKyv4+fnp3CwsLGBvbw8/Pz8AwJAhQzB9+nTtc+bMmYP9+/fjwYMHuHTpEgYNGoTg4GCMHDlSrm4QEVEJs1QZYe3wxvBxskRYbAoG/3QOEfGp+T+Ryg3Zj5bKS0hICMLCwrT3nz9/jlGjRqF69ero0qUL4uLicOrUKdSoUUPGKomIqKTZWZhg/YjGqGhjhqDIRAz5+Rxik9PlLosMhGwDiuVSmAFJRERk2B5GJqLXqtOITEhFQw9brB/RBGYm+Q9roNKnVAwoJiIiel2eDhZYP6IxrE2NcCH4OcZuuIi0DI3cZZHMGG6IiKhUq+5ijTXDG8PMWImj9yIw+bcryNSUq50S9AqGGyIiKvUaeNhi9ZAGMFZK2HU9DDO2X+eVxMsxhhsiIioTWlVxxJJ+9aCQgF/PhWLG9hvcRVVOMdwQEVGZ8WYtFyx458VZ7zeeDcGAH8/gWVyKzFVRSWO4ISKiMqVPI3f8b0hDWP07yLjr0hO48DBa7rKoBDHcEBFRmdO+hjN2TmiJqs6WiIhPRb/VZ7Du1EOOwyknGG6IiKhMquxggW3vt0C32i7I0AjM3HkTH/1+Fclp+V+7kEo3hhsiIiqzLFRGWNq/HmZ0rQ6lQsLWy4/xzspTCIni9ajKMoYbIiIq0yRJwshWXtgwognsLUxwOywO3ZedwJG7z+QujYoJww0REZULzbzt8ffElqjjboPY5HQMX3seSw8FQMMT/pU5DDdERFRuuKjN8PuYphjQpBKEAL49cA+j119EXAovulmWMNwQEVG5ojJSYt7btbDw3VowMVLg4O1w9Fh2EvfC4+UujfSE4YaIiMqlvo0q4Y+xzeCqNkVQZCJ6Lj+Jv689kbss0gOGGyIiKrdqu9ngrw9aooWPPZLSMjFh02XM230bGZm8bENpxnBDRETlmr2lCuuGN8YYfy8AwOpjDzD4p3OITEiVuTIqKoYbIiIq94yUCkx/szpWDKwPCxMlTj+IQvelJ3AlNEbu0qgIGG6IiIj+1aWWC7aPbwEvBwuExaagz6rT+PVciNxlUSEx3BAREb2kirMVdkxogY41nJGWqcH0rdcx7c9rSEnnZRtKC4YbIiKiV1iZGmPVoAaY2qkaJAnYfD4UfX84jScxyXKXRgXAcENERJQDhULC+Dd8sG54Y9iYG+Pqo1h0W3oCpwIj5S6N8sFwQ0RElIfWVR3x14SWqOFijejENAz66SxWH7sPIXjZBkPFcENERJQPdztzbH2/Od6pXxEaAczbfQfT/rzO8+EYKIYbIiKiAjA1VuLb3nUwp0dNKCTgtwuheH/jJQ40NkAMN0RERAUkSRKGNPPEioENYGKkwP5b4Ri25hzieeFNg8JwQ0REVEid/Spg7fBGsFQZ4cyDaPRbfQYR8TyjsaFguCEiIiqC5t4O2Dy6KewtTHDzSRx6rzqF0OgkucsiMNwQEREVmV9FNbaMbYaKNmZ4GJWEd1eewt2n8XKXVe4x3BAREb0GL0dL/DmuOao6W+JZfCp6rzqFi8HRcpdVrjHcEBERvaYKalP8PqYZGnjYIi4lAwP/dxaH7zyTu6xyi+GGiIhID2zMTbBhRBO0qeaIlHQNRv1yAdsvP5a7rHKJ4YaIiEhPzEyU+HFIQ/Ss64oMjcCk367g5xNBcpdV7jDcEBER6ZGxUoFFfepieAtPAMCcv2/h2/13ebmGEsRwQ0REpGcKhYTPu9XAlI5VAQBL/wnEf7ffQKaGAackMNwQEREVA0mSMKFtFXz5th8kCdh0NgQf/HoJqRm8XENxY7ghIiIqRgObeGBZ//owVkrYff0p3lt7HgmpGXKXVaYx3BARERWzrrVdsGZYY5ibKHEyMAoDfjyDqARerqG4MNwQERGVgJZVHPDrqKawszDBtUex6P3DaTyOSZa7rDKJ4YaIiKiE1HG3we9jmsFVbYoHEYl4d8UpBITzcg36xnBDRERUgnycLPHn+83h42SJp3Ep6P3DaVwOeS53WWUKww0REVEJc1GbYcuYZqjrboOYpHQM/N9ZHLsXIXdZZQbDDRERkQxsLUywcWQTtKrigKS0TIxYdx5/XX0id1llAsMNERGRTCxURvhpaCN0r+OK9EyBiZsvY/3ph3KXVeox3BAREcnIxEiB7/vWxZBmHhAC+GzHTSw6cA8ans24yBhuiIiIZKZQSJj9Vk1Mal8FALDkUAAG/XSWh4oXEcMNERGRAZAkCZPaV8XCd2vB1FiBU/ej0Pm7Y9h66REvullIDDdEREQGpG+jStg9sRXqutsgPjUD//n9KsZtuMQzGhcCww0REZGB8XK0xB9jm2FKx6owUkjYe/MpOi0+hgO3wuUurVRguCEiIjJARkoFJrStgu3jW6CqsyUiE9Iw6pcL+PiPq4hPSZe7PIPGcENERGTA/CqqsXNCS4xu7QVJAn6/8Ahvfn8cZx5EyV2awWK4ISIiMnCmxkp82qU6No9qCjdbMzx6noz+P57Bl7tuISU9U+7yDA7DDRERUSnRxMseeye1Rr9G7hAC+PF4ELovPYEbj2PlLs2gMNwQERGVIpYqIyx4tzZ+GtoQDpYqBDxLQM/lJ7H0UAAyMjVyl2cQGG6IiIhKoXbVnbF/cmu86VcBGRqBbw/cQ69Vp/EgIkHu0mQ/L48k5K6ghMXFxUGtViM2NhbW1tZyl0NERPRahBDYfuUxPt9xE/EpGTA1VuDTLtUxqIkHFAqpRGoIi03GuaBonAuKxvmH0XjTzwWTO1TV6zIK8/ttpNclExERUYmSJAlv13NDk8r2mPrHVZwMjMLnO27iwK1wfNWrNlzUZnpdnhACQZGJOP8wGmf/DTOh0bqXibCzkPdILm65ISIiKiM0GoH1Z4Ixf89tpKRrYGVqhLk9/NCjriskqWhbcTI1AneexuF8UDTOPYzGuaDniHzlbMkK6cUh64087dC4sh0aedrBzsJEH13SKszvN8MNERFRGXM/IgH/+f0qrobGAAC61KqAL3rWKlDgSMvQ4PrjGJwLeo5zQVG4EPwc8SkZOm1MjBSo626Dxv+GmfoetrBUFe/OIIabPDDcEBFReZCRqcGKI/ex5FAAMjQCjlYqLHy3Ftr6Ouu0S0rLwKXgmH+3ykThSmgMUtJ1j7qyVBmhgYetdqtMbTc1TI2VJdkdhpu8MNwQEVF5cv1RLCb/fgWBz14cRdW/sTva+jprx8zcfByLDI1uFLCzMEEjT1s0rmyPJpXt4FvBCkZKeQ+wZrjJA8MNERGVNynpmfhm3138dDIIOf3qV7Qx04aZxpVt4e1oWeQxOsWFR0sRERGRlqmxEjO61UC76s74cvctJKdlonHl/x/862ZrLneJesUtN0RERGTwCvP7zTMUExERUZnCcENERERlCsMNERERlSkMN0RERFSmMNwQERFRmcJwQ0RERGUKww0RERGVKQw3REREVKaU6nCzYMECSJKESZMmyV0KERERGYhSG27Onz+PH374AbVr15a7FCIiIjIgpTLcJCQkYODAgfjxxx9ha2srdzlERERkQEpluBk/fjy6du2K9u3b59s2NTUVcXFxOjciIiIqu0rdVcE3b96MS5cu4fz58wVqP3/+fMyePbuYqyIiIiJDUaq23ISGhuLDDz/Exo0bYWpqWqDnTJ8+HbGxsdpbaGhoMVdJREREcpKEEELuIgpq+/btePvtt6FUKrXTMjMzIUkSFAoFUlNTdR7LSWxsLGxsbBAaGprvJdOJiIjIMMTFxcHd3R0xMTFQq9V5ti1Vu6XatWuH69ev60wbPnw4fH198cknn+QbbAAgPj4eAODu7l4sNRIREVHxiY+PL1vhxsrKCn5+fjrTLCwsYG9vn216blxdXREaGgorKytIkqTX+rJSZVndKsT+lX5lvY9lvX9A2e8j+1f6FVcfhRCIj4+Hq6trvm1LVbjRB4VCATc3t2JdhrW1dZl90wLsX1lQ1vtY1vsHlP0+sn+lX3H0Mb8tNllKfbg5cuSI3CUQERGRASlVR0sRERER5YfhRo9UKhVmzpwJlUoldynFgv0r/cp6H8t6/4Cy30f2r/QzhD6WqkPBiYiIiPLDLTdERERUpjDcEBERUZnCcENERERlCsMNERERlSkMN3qydetWdOzYEfb29pAkCVeuXJG7pAIRQuDzzz+Hi4sLzMzM0L59ewQEBOT5HE9PT0iSlO02fvx4bZs2bdpke3zs2LHF3Z0CKUqfZ82ala0/vr6+JVRx3orSn/nz56NRo0awsrKCk5MTevbsibt37+q0MeR1mJvly5fD09MTpqamaNKkCc6dOyd3SfkqTM0//vgjWrVqBVtbW9ja2qJ9+/bZ2g8bNizbeuvcuXNxd6NQCtPntWvXZutPQS+cXFIK05+cPleSJKFr167aNqVhHebk2LFj6N69O1xdXSFJErZv3y5bLQw3epKYmIiWLVti4cKFcpdSKF999RWWLFmCVatW4ezZs7CwsECnTp2QkpKS63POnz+PsLAw7e3AgQMAgN69e+u0GzVqlE67r776qlj7UlBF6TMA1KxZU6c/J06cKKGK81aU/hw9ehTjx4/HmTNncODAAaSnp6Njx45ITEzUaWeo6zAnv/32G/7zn/9g5syZuHTpEurUqYNOnTrh2bNncpeWq8LWfOTIEfTv3x+HDx/G6dOn4e7ujo4dO+Lx48c67Tp37qyz3n799deS6E6BFGU9WVtb6/QnODi4BCvOW2H7s3XrVp2+3LhxA0qlMtv3pyGvw9wkJiaiTp06WL58udylAIL0KigoSAAQly9flruUfGk0GlGhQgXx9ddfa6fFxMQIlUolfv311wLP58MPPxTe3t5Co9Fop/n7+4sPP/xQn+XqRVH7PHPmTFGnTp0SqLBw9LUOnz17JgCIo0ePaqcZ6jrMTePGjcX48eO19zMzM4Wrq6uYP3++jFXl7XVrzsjIEFZWVmLdunXaaUOHDhU9evTQd6l6U9g+r1mzRqjV6hKqrvBedx1+9913wsrKSiQkJGinGfo6LAgAYtu2bbItn1tuyrGgoCA8ffoU7du3105Tq9Vo0qQJTp8+XaB5pKWlYcOGDXjvvfeyXYh048aNcHBwgJ+fH6ZPn46kpCS91l8Ur9PngIAAuLq6wsvLCwMHDkRISEhxl5svfaxDAIiNjQUA2NnZ6Uw3xHWYk7S0NFy8eFHndVAoFGjfvn2hXoeSpI+ak5KSkJ6enm29HTlyBE5OTqhWrRrGjRuHqKgovdZeVEXtc0JCAjw8PODu7o4ePXrg5s2bJVFuvvSxDn/66Sf069cPFhYWOtMNdR2WFqX+2lJUdE+fPgUAODs760x3dnbWPpaf7du3IyYmBsOGDdOZPmDAAHh4eMDV1RXXrl3DJ598grt372Lr1q16qb2oitrnJk2aYO3atahWrRrCwsIwe/ZstGrVCjdu3ICVlVWx1pwXfaxDjUaDSZMmoUWLFvDz89NON9R1mJPIyEhkZmbm+DrcuXNHpqrypo+aP/nkE7i6uur8uHbu3BnvvPMOKleujPv37+PTTz/Fm2++idOnT0OpVOq1D4VVlD5Xq1YNP//8M2rXro3Y2Fh88803aN68OW7evFnsF0HOz+uuw3PnzuHGjRv46aefdKYb8josLRhuimDjxo0YM2aM9v6ePXvQqlUrGSsqmFfr3rVr12vP86effsKbb76Z7RL0o0eP1v6/Vq1acHFxQbt27XD//n14e3u/9nILSl99fvPNN7X/r127Npo0aQIPDw/8/vvvGDFixGvXWVDFsQ7Hjx+PGzduZBtDZCjrkHK2YMECbN68GUeOHNEZYNuvXz/t/2vVqoXatWvD29sbR44cQbt27eQo9bU0a9YMzZo1095v3rw5qlevjh9++AFz586VsbLX99NPP6FWrVpo3LixzvSytg7lwHBTBG+99RaaNGmivV+xYkUZqym4V+tOTU0FAISHh8PFxUU7PTw8HHXr1s13fsHBwTh48GCB/pLPWm5gYGCJ/jDqu89ZbGxsULVqVQQGBuqt1oLQd38mTJiAv//+G8eOHcv3r2C51mFBODg4QKlUIjw8XGd6eHg4KlSoIFNVeXudmr/55hssWLAABw8eRO3atfNs6+XlBQcHBwQGBsr+w6iP9WRsbIx69eqV+GcvJ6/Tn8TERGzevBlz5szJdzmGtA5LC465KQIrKyv4+Phob2ZmZnKXVCCv1l2jRg1UqFABhw4d0raJi4vD2bNndf5Sys2aNWvg5OSkcwhjbrIOjX/5B7gk6LvPWRISEnD//v1S2x8hBCZMmIBt27bhn3/+QeXKlfNdtlzrsCBMTEzQoEEDnddBo9Hg0KFDhVqvJamoNX/11VeYO3cu9u7di4YNG+a7nEePHiEqKsog1ps+1lNmZiauX79e6vuzZcsWpKamYtCgQfkux5DWYakh21DmMiYqKkpcvnxZ7Nq1SwAQmzdvFpcvXxZhYWFyl5anBQsWCBsbG7Fjxw5x7do10aNHD1G5cmWRnJysbdO2bVuxdOlSnedlZmaKSpUqiU8++STbPAMDA8WcOXPEhQsXRFBQkNixY4fw8vISrVu3Lvb+FERR+vzRRx+JI0eOiKCgIHHy5EnRvn174eDgIJ49eyZHF3QUpT/jxo0TarVaHDlyRISFhWlvSUlJQgjDX4c52bx5s1CpVGLt2rXi1q1bYvTo0cLGxkY8ffpU7tJylV/NgwcPFtOmTdO2X7BggTAxMRF//PGHznqLj48XQggRHx8vpkyZIk6fPi2CgoLEwYMHRf369UWVKlVESkqKLH18VWH7PHv2bLFv3z5x//59cfHiRdGvXz9hamoqbt68KVcXdBS2P1latmwp+vbtm216aViHuYmPjxeXL18Wly9fFgDEokWLxOXLl0VwcHCJ18Jwoydr1qwRALLdZs6cKXdpedJoNOKzzz4Tzs7OQqVSiXbt2om7d+/qtPHw8MjWj3379gkA2doKIURISIho3bq1sLOzEyqVSvj4+IipU6eK2NjY4uxKgRWlz3379hUuLi7CxMREVKxYUfTt21cEBgaWcOU5K0p/cnqvAhBr1qwRQhj+OszN0qVLRaVKlYSJiYlo3LixOHPmjNwl5Suvmv39/cXQoUO19z08PPL8nklKShIdO3YUjo6OwtjYWHh4eIhRo0YZXMArTJ8nTZqkbevs7Cy6dOkiLl26JEPVuStMf4QQ4s6dOwKA2L9/f7Z5lZZ1mJPDhw/n+P58tf8lQRJCiBLbTERERERUzDjmhoiIiMoUhhsiIiIqUxhuiIiIqExhuCEiIqIyheGGiIiIyhSGGyIiIipTGG6IiIioTGG4ISIiojKF4YaIyqS1a9fCxsam2OY/ePBgzJs3r1DP2bt3L+rWrQuNRlNMVRERwHBDRAX09OlTfPjhh/Dx8YGpqSmcnZ3RokULrFy5EklJSQWeT3GHjsK4efMm3n33XXh6ekKSJCxevLhAz7t69Sp2796NiRMnAgBq1aqFsWPH5th2/fr1UKlUiIyMROfOnWFsbIyNGzfqqwtElAOGGyLK14MHD1CvXj3s378f8+bNw+XLl3H69Gl8/PHH+Pvvv3Hw4EG5SyySpKQkeHl5YcGCBahQoUKBn7d06VL07t0blpaWAIARI0Zg8+bNSE5OztZ2zZo1eOutt+Dg4AAAGDZsGJYsWaKfDhBRzkr8alZEVOp06tRJuLm5iYSEhBwf12g02v9/++23ws/PT5ibmws3Nzcxbtw47VWrc7qwXtZFH1NSUsRHH30kXF1dhbm5uWjcuLE4fPhwnnU9f/5cjB49Wjg5OQmVSiVq1qwp/vrrLyHEi4vZqtVqsXfvXuHr6yssLCxEp06dxJMnT3Kcl4eHh/juu+/yfS0yMjKEWq0Wf//9t3ZaRESEMDExEevXr9dp++DBAyFJktizZ492WnBwsABgMBdeJSqLuOWGiPIUFRWF/fv3Y/z48bCwsMixjSRJ2v8rFAosWbIEN2/exLp16/DPP//g448/BgA0b94cixcvhrW1NcLCwhAWFoYpU6YAACZMmIDTp09j8+bNuHbtGnr37o3OnTsjICAgx2VqNBq8+eabOHnyJDZs2IBbt25hwYIFUCqV2jZJSUn45ptvsH79ehw7dgwhISHa5RXVtWvXEBsbi4YNG2qnOTg4oEePHvj555912q5duxZubm7o2LGjdlqlSpXg7OyM48ePv1YdRJQHudMVERm2M2fOCABi69atOtPt7e2FhYWFsLCwEB9//HGuz9+yZYuwt7fX3s/aovKy4OBgoVQqxePHj3Wmt2vXTkyfPj3H+e7bt08oFApx9+7dHB9fs2ZNti0ky5cvF87Ozjm2L+iWm23btgmlUqmztUoIIfbu3SskSRIPHjwQQrzYmuXh4SFmzJiRbR716tUTs2bNyndZRFQ0RnKHKyIqnc6dOweNRoOBAwciNTVVO/3gwYOYP38+7ty5g7i4OGRkZCAlJQVJSUkwNzfPcV7Xr19HZmYmqlatqjM9NTUV9vb2OT7nypUrcHNzy/acl5mbm8Pb21t738XFBc+ePStMN7NJTk6GSqXS2VoFAB06dICbmxvWrFmDOXPm4NChQwgJCcHw4cOzzcPMzKxQg7CJqHAYbogoTz4+PpAkCXfv3tWZ7uXlBeDFD3WWhw8folu3bhg3bhy+/PJL2NnZ4cSJExgxYgTS0tJyDTcJCQlQKpW4ePGizm4lANpBu696ebm5MTY21rkvSRKEEPk+Ly8ODg5ISkpCWloaTExMtNMVCgWGDRuGdevWYdasWVizZg3eeOMN7ev0sujoaDg6Or5WHUSUO465IaI82dvbo0OHDli2bBkSExPzbHvx4kVoNBp8++23aNq0KapWrYonT57otDExMUFmZqbOtHr16iEzMxPPnj2Dj4+Pzi23o5hq166NR48e4d69e6/XwUKqW7cuAODWrVvZHhs+fDhCQ0OxdetWbNu2DSNGjMjWJiUlBffv30e9evWKu1SicovhhojytWLFCmRkZKBhw4b47bffcPv2bdy9excbNmzAnTt3tFtbfHx8kJ6ejqVLl+LBgwdYv349Vq1apTMvT09PJCQk4NChQ4iMjERSUhKqVq2KgQMHYsiQIdi6dSuCgoJw7tw5zJ8/H7t27cqxJn9/f7Ru3RrvvvsuDhw4gKCgIOzZswd79+4tcL/S0tJw5coVXLlyBWlpaXj8+DGuXLmCwMDAXJ/j6OiI+vXr48SJE9keq1y5Mtq2bYvRo0dDpVLhnXfeydbmzJkzUKlUaNasWYHrJKJCknvQDxGVDk+ePBETJkwQlStXFsbGxsLS0lI0btxYfP311yIxMVHbbtGiRcLFxUWYmZmJTp06iV9++UUAEM+fP9e2GTt2rLC3t9c5FDwtLU18/vnnwtPTUxgbGwsXFxfx9ttvi2vXruVaU1RUlBg+fLiwt7cXpqamws/PT3uIdk4Dl7dt2yZe/toLCgrKdmg6AOHv75/na7FixQrRtGnTHB/btGmTACDef//9HB8fPXq0GDNmTJ7zJ6LXIwnxmjugiYjKmeTkZFSrVg2//fZbobbAREZGolq1arhw4QIqV65cjBUSlW/cLUVEVEhmZmb45ZdfEBkZWajnPXz4ECtWrGCwISpm3HJDREREZQq33BAREVGZwnBDREREZQrDDREREZUpDDdERERUpjDcEBERUZnCcENERERlCsMNERERlSkMN0RERFSmMNwQERFRmfJ/tqi2DRLeO2gAAAAASUVORK5CYII=", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "dond(\n", " sweep_1, dmm.v1, dmm.v2, do_plot=True, show_progress=True\n", ") # replacing above do1d example" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting experimental run with id: 71. Using 'qcodes.dataset.dond'\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "d759c9feffdb4b6a9688f1966e1b2169", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/400 [00:00,\n", " ],\n", " [,\n", " ])" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "dond(\n", " sweep_1, sweep_2, dmm.v1, dmm.v2, do_plot=True, show_progress=True\n", ") # replacing above do2d example" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that the results could be different from what we have seen before for the same reason explained earlier." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's try the above examples with logarithmic sweeps, instead:" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "sweep_3 = LogSweep(dac.ch1, -1, 1, 20, 0.01)\n", "sweep_4 = LogSweep(dac.ch2, -1, 1, 20, 0.01)" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting experimental run with id: 72. Using 'qcodes.dataset.dond'\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "afc74f3725b6486db926fea82da41a63", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/20 [00:00,\n", " ],\n", " [None, None])" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "dond(sweep_3, dmm.v1, dmm.v2, show_progress=True, do_plot=True) # 1d" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting experimental run with id: 73. Using 'qcodes.dataset.dond'\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "5a6e17f48dd249c2981d0da672f84446", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/400 [00:00,\n", " ],\n", " [,\n", " ])" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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zkZCQIGQymd73u+B3eObMmbp1BdddJpOJdevW6dafPn1aABCTJ082eM2NGzfW+92bPXu2ACA2bdqkW/fk58mc91IIIa5duyYAiFmzZhX72h2B1c0x0dHR8PX1RXBwMF566SWoVCp8//33CAoKsrjMf//73/D29tY9L2jiuXjxYonHNm7cGNHR0cjPz0dgYCD69euH6Oho3L59G+3bt0d0dDSio6OL7RSYmJgIFxeXIvu0VK5cGUlJSdi8eTOmTp2KKlWqICMjw8xXqc/V1RVJSUkGy4cffqi33/Dhw9GxY0e89dZb6N+/PyIiIjBz5kyjZcbExOg9f+uttwAAW7ZsAQB899130Gq16NOnj64J686dO6hatSpq1qyJHTt26B2vVCoxePBgk1/TgAED4OLionv+zDPPQAhh0I75zDPPIDU1Ffn5+RbF5eHhodefRqFQoFmzZiZ9XozRaDTYtm0bevXqherVq+vWP/XUU+jYsaPevgXX8p133tFb/+677wJ4XF1tzOjRo+Ht7Y34+Pgi49iyZQuaN2+OZs2a6db5+voa9FMyhVwuR9++fbFv3z696vXExET4+/ujffv2unVubm44cOCArmp+5cqVGDp0KAICAvDWW28ZrR42RVRUFOrXr4+vvvpKd+6ePXvC3d3dYN+kpCQ8ePAAr7zyit5nQC6X45lnntH7DLi5uekeZ2dn486dO2jevDkA6FXLV6pUCQcOHDBrdE9JBg4cqHf+I0eO4Ny5c3j11Vdx9+5dXdyZmZlo3749du3aZdCcNmzYMN1juVyOJk2aQAiBoUOH6sVeu3Ztvc/0N998g6eeekrXxFywPP/88wBg8D2Jjo5GRESE7nn9+vXh5eVl8fcEAO7evav3W/2k4cOH6w1pb926NTQaDS5fvgwA+OWXX5Cbm4vY2Fi9vjSvv/46vLy8ivz+FDDlPS38/mRmZuLOnTto2bIlhBA4fPiwwf6F34+C665SqfT+HhT0NTR27YYPH673uzdy5Eg4OzvrfiuMMfe9LLjmd+7cKbJMR2F1x9RFixahVq1aSEtLwxdffIFdu3YZjD4xV+EffuCfC15Su1pGRoauz0NSUhKaN2+OO3fuQKvV4vfff8f06dN1P2RFfXEyMjKwadMmdOzYET4+Pkb3USgUujbQbt26oX379mjVqhX8/PzQrVs3s15rAblcbtCuWpTPP/8cEREROHfuHPbu3av3JSusZs2aes8jIiLg5OSk+yN07tw5CCEM9itQ+IsEANWqVTOrE+qT76NarQYABAcHG6zXarVIS0uDj4+P2XEFBQUZzN3h7e2NY8eOmRxrYbdv38ajR4+Mnr927dp6PyaXL1+Gk5OTwciAqlWrolKlSrof2yep1WrExsZi8uTJOHz4sNHP4+XLl412pK5du7a5LwnA41EyH3/8MRITE/H+++/j77//xu+//463337bYBSWWq3G7NmzMXv2bFy+fBnbt2/HRx99hIULF0KtVhc53LYkr776KubOnYsxY8Zg7969un5FTzp37hwA6H6En1S4X8q9e/cQHx+PdevWGfR5Kdz3a/bs2Rg4cCCCg4PRuHFjdOnSBQMGDEB4eLhFrwV43HfCWNwDBw4s8pi0tDS999vY98TV1RVVqlQxWF+4n8u5c+dw6tQp+Pr6Gj3Pk9fiyfMAj78npvRXKI4QoshtJf2WF3w/nvxMKxQKhIeHF/n9KWDKe3rlyhVMmjQJ33//vcFrfbJvoKurq8H1VKvVRn9j1Gq10Wv35O+Gh4cHAgICiu1bY+57WXDNpZ6zyBasTkKaNWumGx3Tq1cvPPvss3j11Vdx5swZ3bh/mUxm9IOq0WiMllnUsNTiPuwAMGrUKKxatUpv3Xfffad7/Pbbb+Ptt99GSEhIkR+IjRs3Gh0VU5yWLVsiICAAa9eutTgJMcdvv/2m+2/0+PHjBiN7ivLkB1ar1UImk+Gnn34yes2fnLehqGSnKEW9jyW9v+bGZennxZYs+TEYPXo0Pv74Y8THx2P+/Pm2D+oJjRs3RmRkJL766iu8//77+OqrryCEKPGzHhISgiFDhqB3794IDw/H2rVrLU5CXnnlFUyYMAGvv/46fHx80KFDB6P7FdQWrF69GlWrVjXY7uz8z09Xnz59sHfvXowbNw4NGzaEh4cHtFotOnXqpFfr0KdPH7Ru3RobNmzAzz//jDlz5mDWrFn47rvv0LlzZwBFv48ajcbo5+zJ70TB+ebMmVPkUHBTPr+mfKa1Wi3q1auHefPmGd33yWS/NL4nPj4+xSYxpf3dLOk91Wg0eOGFF3Dv3j289957iIyMhEqlwtWrVzFo0CCDWilLf7OsZe57WXDNn0xUHZHVSUhhcrkcCQkJeO6557Bw4ULExcUBeJz9Gqu2KinLNdf48ePx2muvISUlBcOHD8eXX36JgIAArF+/Hlu2bNGNhijuj+natWvh4eGhGylgquzs7BJH3NjC9evX8dZbb6FDhw5QKBQYO3YsOnbsiJCQEIN9z507p/ef2vnz56HVanWjeSIiIiCEQFhYGGrVqlXqsZuqNOIyJ0nw9fWFm5ub7r/aws6cOaP3PCQkBFqtFufOncNTTz2lW3/z5k08ePDA6PtSoKA2ZMqUKUb/cw4JCTEpBnP069cPEydOxLFjx5CYmIiaNWvqRg6VxNvbGxEREThx4oTF569evTpatWqF3377TVdNbUxBs4Gfn1+xNYT379/H9u3bER8fj0mTJunWG7tuABAQEIA333wTb775Jm7duoWnn34aM2bM0CUh3t7eRkdlXL582aQak4K4vby8TK7ZtFRERASOHj2K9u3b2+w/YnPLiYyMNDptgakKvh9nzpzRu765ublISUkx6RoW954eP34cZ8+exapVq/SGpyclJVkcc0nOnTuH5557Tvc8IyMD169fR5cuXYo8xtz3MiUlBQD0fnMclc2H6LZr1w7NmjXD/PnzdU0jEREROH36tN7QrKNHjxoMWbNWnTp1EB0dDWdnZ3h7e+O1115DdHQ00tPT8eyzz+r6gxgbegg8rob/5Zdf0Lt3b6Pt1JmZmcjKyjJY/+233+L+/fu6GqHS9Prrr0Or1eLzzz/H8uXL4ezsjKFDhxrNyAuGlhVYsGABAOh+cF988UXI5XLEx8cbHC+EMBjiWFZKI66CSeRMGfYnl8vRsWNHbNy4EVeuXNGtP3XqlG723QIFPyxP1mQU/EfTtWvXYs8VGxuLSpUqYerUqQbbunTpgv379+sm3QMef0bXrl1b4msoSkGtx6RJk3DkyBGjtSBHjx412tZ8+fJlnDx50uLmoALTp0/H5MmTdX2UjOnYsSO8vLwwc+ZM5OXlGWwv+C0p+A/1yc/Jk++HRqMx+CfBz88PgYGBen1cIiIisH//fr25UH744QeDoeFFady4MSIiIvDRRx8Z7SdmzczKT+rTpw+uXr2KTz/91GDbo0ePdEP2zWHO9wR4PPT6/v37FvcriY6OhkKhwCeffKL3Hn7++edIS0sr9vtjyntq7PMhhMB//vMfi+I1xfLly/U+s0uWLEF+fr7ud9cYc9/L5ORkyGQyk2vB7ZlNa0IKjBs3Di+//DJWrlyJESNGYMiQIZg3bx46duyIoUOH4tatW1i6dCmioqJ04+ptac+ePWjevLkuo9y7dy/Gjh1b4nFff/018vPzi6yePnfuHKKjo/Hvf/8bkZGRcHJywqFDh7BmzRqEhoZi9OjRevsX1DiYco+P/Px8rFmzxui23r17Q6VSYcWKFfjxxx+xcuVKXcffBQsW4LXXXsOSJUvw5ptv6h2XkpKCHj16oFOnTti3bx/WrFmDV199VTdZVEREBKZPn44JEybg0qVL6NWrFzw9PZGSkoINGzZg+PDhJl03WyuNuCIiIlCpUiUsXboUnp6eUKlUeOaZZwza9AvEx8dj69ataN26Nd58803k5+djwYIFiIqK0utr0qBBAwwcOBDLly/HgwcP0LZtW/zxxx9YtWoVevXqpfcfkTFqtRqjR4822kF1/PjxWL16NTp16oTRo0dDpVJh+fLlCAkJsbi/S1hYGFq2bIlNmzYBgNHPelJSEiZPnowePXqgefPm8PDwwMWLF/HFF18gJycHU6ZMsejcBdq2bYu2bdsWu4+XlxeWLFmC/v374+mnn0bfvn3h6+uLK1eu4Mcff0SrVq2wcOFCeHl5oU2bNpg9ezby8vJQrVo1/Pzzz7r/FAs8fPgQQUFBeOmll9CgQQN4eHjgl19+wcGDB/Xm3xg2bBj++9//olOnTujTpw8uXLiANWvW6HXoLI6TkxM+++wzdO7cGVFRURg8eDCqVauGq1evYseOHfDy8sLmzZvNv2hG9O/fH+vXr8eIESOwY8cOtGrVChqNBqdPn8b69euxbds2s/8xKuiw/3//93/o27cvXFxc0L179yJngu7atSucnZ3xyy+/YPjw4Wa/Bl9fX0yYMAHx8fHo1KkTevTogTNnzmDx4sVo2rRpsRM4mvKeRkZGIiIiAmPHjsXVq1fh5eWl+6extOTm5qJ9+/bo06eP7rU8++yzxdaum/teJiUloVWrVkX2W3Qolg6rKWqeECEej3mOiIgQERERIj8/XwghxJo1a0R4eLhQKBSiYcOGYtu2bUUO0S08TLEAnhgOVZzIyEgxbdo0IYQQf//9d5FxPql58+bCz89PF/OTbt++LYYPHy4iIyOFSqUSCoVC1KxZU8TGxorbt28b7F+lShXRvHnzEs9b3BBd/G+4XGpqqlCr1XpzSxTo3bu3UKlUujHrBUP/Tp48KV566SXh6ekpvL29xahRo8SjR48Mjv/222/Fs88+K1QqlVCpVCIyMlLExMSIM2fO6PYpPLz0SUUNX/zmm2/09ivqM1MQ75PX0Jq4nvxsCfF4qHedOnWEs7OzScN1d+7cKRo3biwUCoUIDw8XS5cu1cVaWF5enoiPjxdhYWHCxcVFBAcHiwkTJojs7GyD62Qs1vv37+uG3T752T927Jho27atcHV1FdWqVRPTpk0Tn3/+udlDdAsrGL7erFkzo9svXrwoJk2apPs+ODs7C19fX9G1a1e9IcemKO47XZixeUKEePxZ6tixo1Cr1cLV1VVERESIQYMG6Q2x//vvv0Xv3r1FpUqVhFqtFi+//LJuCGPBb0ZOTo4YN26caNCggfD09BQqlUo0aNDA6DD8uXPnimrVqgmlUilatWolDh06ZPJnvMDhw4fFiy++KHx8fIRSqRQhISGiT58+Yvv27bp9ivrcF3UtjH1+cnNzxaxZs0RUVJRQKpXC29tbNG7cWMTHx+vNMQTA6FBWY0OSp02bJqpVqyacnJxM+pz16NFDtG/fXm9dUd/1guu2Y8cOvfULFy4UkZGRwsXFRfj7+4uRI0fqzQdkjKnv6cmTJ0V0dLTw8PAQVapUEa+//rpueHLh3wBzrrsQj69d165dDV7zzp07xfDhw4W3t7fw8PAQ/fr1E3fv3jUo88lpK0x9Lx88eCAUCoX47LPPir0+jkImRBn23qtATp48iaioKPzwww8lVsnb2pQpUxAfH4/bt2+Xi45LRGS/fv/9d7Rr1w6nT58uckRbRbBy5UoMHjwYBw8eLNWm+fnz52P27Nm4cOGC2YMF7FHFuclBGduxYwdatGhR5gkIEVFZat26NTp06KB3qwQqHXl5eZg3bx4++OCDcpGAAKXUJ4QeTxT25GRhRLaWkZFR4kR5vr6+Nr8bc25ubon3rVCr1eXmh5KK99NPP0kdQoXg4uKi11m+PGASQuTAPvroo2JnXQUed1AufKNIW9i7d2+JnW5XrFhh9GZwREQF2CeEyIFdvHixxOGRzz77LFxdXW163vv37yM5ObnYfaKiohAQEGDT8xJR+cIkhIiIiCTBjqlEREQkiXLfJ0Sr1eLatWvw9PQsFzf7ISKi0iOEwMOHDxEYGKh3Z19by87O1puZ11IKhcLmza1lqdwnIdeuXTO4+Q8REVFxUlNTdTNT21p2djbCQjxw45bxm7iao2rVqkhJSXHYRKTcJyGenp4AgG37q0KmUqKa8yMAwJW8f6Yhdnf6Jxs9nfvPHTuryB8alHcwy/j0zRma4j8Ad3KMT3v8pNSMSibtV9i9LNPKLkpGuu0/vPJbCpuXaYzyrn3Ubnn+rS15JzugeGD9j569cj95TeoQ7I7IeiR1CA4nX+RiZ9o63d+O0pCbm4sbtzS4nBwKL0/La1vSH2oR0vgScnNzmYTYq4ImGJWHE2QeTvB0fvyGq/L+eeNVharc3HL+uSQqZ8O5FZROLkbPk6cxvr6AwsW0P8rOQmnSfoXJYf4xhTnl2f7D6+RaNkmIXGkfSYizi2MkIc4u5TcJcXay7ntQHglZ+X2/S1tZNN97eMrg4Wn5ebSwj98/a5T7JISIiMgeaYQWGivGp2qEY/zzUxwmIURERBLQQkALy7MQa461FxyiS0REVAFMmTIFMplMb4mMjJQ0JtaEEBERSUALLaxpULHk6KioKPzyyy+6587O0qYBTEKIiIgkoBECGismLbfkWGdnZ1StWrXkHcsIm2OIiIgcWHp6ut6Sk5NT5L7nzp1DYGAgwsPD0a9fP8nvysskhIiISAIFHVOtWQAgODgYarVatyQkJBg93zPPPIOVK1di69atWLJkCVJSUtC6dWs8fGg4J1ZZYXMMERGRBLQQ0NhgdExqaiq8vLx065VK43PmdO7cWfe4fv36eOaZZxASEoL169dj6NChFsdhDSYhREREDszLy0svCTFVpUqVUKtWLZw/f74UojINm2OIiIgkYKvmGEtlZGTgwoULCAgIsNErMh+TECIiIgkUjI6xZjHH2LFjsXPnTly6dAl79+5F7969IZfL8corr5TSKywZm2OIiIgqgL///huvvPIK7t69C19fXzz77LPYv38/fH19JYuJSQgREZEEtP9brDneHOvWrbPibKWDSQgREZEENFaOjrHmWHvBJISIiEgCGgEr76Jru1ikwo6pREREJAnWhBAREUmgrPuE2CMmIURERBLQQgYNZFYd7+jYHENERESSYE0IERGRBLTi8WLN8Y6OSQgREZEENFY2x1hzrL1gcwwRERFJgjUhREREEmBNCJMQIiIiSWiFDFphxegYK461F2yOISIiIkmwJoSIiEgCbI5hEkJERCQJDZygsaJBQmPDWKTCJISIiEgCwso+IYJ9QoiIiIgsI2kSsmvXLnTv3h2BgYGQyWTYuHGj3nYhBCZNmoSAgAC4ubkhOjoa586dkyZYIiIiGyroE2LN4ugkTUIyMzPRoEEDLFq0yOj22bNn45NPPsHSpUtx4MABqFQqdOzYEdnZ2WUcKRERkW1phJPVi6OTtE9I586d0blzZ6PbhBCYP38+PvjgA/Ts2RMA8OWXX8Lf3x8bN25E3759yzJUIiIisjG7TaNSUlJw48YNREdH69ap1Wo888wz2LdvX5HH5eTkID09XW8hIiKyN1rIoIWTFQubY0rNjRs3AAD+/v566/39/XXbjElISIBardYtwcHBpRonERGRJdgnxI6TEEtNmDABaWlpuiU1NVXqkIiIiMgIu50npGrVqgCAmzdvIiAgQLf+5s2baNiwYZHHKZVKKJXK0g6PiIjIKtZ2LtUIYcNopGG3NSFhYWGoWrUqtm/frluXnp6OAwcOoEWLFhJGRkREZL3HfUKsWxydpDUhGRkZOH/+vO55SkoKjhw5gsqVK6N69eqIjY3F9OnTUbNmTYSFhWHixIkIDAxEr169pAuaiIiIbELSJOTQoUN47rnndM/feecdAMDAgQOxcuVKjB8/HpmZmRg+fDgePHiAZ599Flu3boWrq6tUIRMREdmE1sp7x2jh+M0xkiYh7dq1gyimTUsmk2Hq1KmYOnVqGUZFRERU+tgnxI47phIREZVnBfN9WH684ychdtsxlYiIiMo31oQQERFJQCNk0AjLR7hYc6y9YBJCREQkAY2VHVM1bI4hIiIisgxrQoiIiCSgFU7QWjE6RsvRMURERGQJNsewOYaIiIgkwpoQIiIiCWhh3QgXre1CkQyTECIiIglYP1mZ4zdmOP4rICIiIofEmhAiIiIJWH/vGMevR2ASQkREJAEtZNDCmj4hnDGViIiILMCaEPYJISIiIomwJoSIiEgC1k9W5vj1CExCiIiIJKAVMmitmSekHNxF1/HTKCIiInJIrAkhIiKSgNbK5pjyMFkZkxAiIiIJWH8XXcdPQhz/FRAREZFDYk0IERGRBDSQQWPFhGPWHGsvmIQQERFJgM0xbI4hIiIiibAmhIiISAIaWNekorFdKJJhEkJERCQBNscwCSEiIpIEb2DHPiFEREQkEdaEEBERSUBABq0VfUIEh+gSERGRJdgcU4GSkFzIUd8lFydzVQAAheyffsUX8nx1j/2c03WPT+cEGpTjIjPeHzkjX1Hs+ZVO+SbFqXLJNWm/wtKdXc0+Ro/G9tm0UAibl2mcffwnkKN2jB8D1d/ZUodQekRZfeYciKY8jJ8oY4LXrCxVmCSEiIjInmiFDFph+T9S1hxrL5iEEBERSUBj5V10rTnWXjj+KyAiIiKHxJoQIiIiCbA5hkkIERGRJLRwgtaKBglrjrUXjv8KiIiIyCGxJoSIiEgCGiGDxoomFWuOtRdMQoiIiCTAPiFMQoiIiCQhrLyLrigHM6Y6/isgIiIih8SaECIiIgloIIPGiltPWHOsvWASQkREJAGtsK5fh7Yc3C6JzTFEREQVzIcffgiZTIbY2FhJ42BNCBERkQS0VnZMtfTYgwcPYtmyZahfv77F57YV1oQQERFJQAuZ1Yu5MjIy0K9fP3z66afw9vYuhVdlHiYhREREDiw9PV1vycnJKXLfmJgYdO3aFdHR0WUYYdHYHENERCQBW82YGhwcrLd+8uTJmDJlisH+69atw59//omDBw9afE5bYxJCREQkAVv1CUlNTYWXl5duvVKpNNg3NTUVo0ePRlJSElxdXS0+p60xCSEiInJgXl5eekmIMcnJybh16xaefvpp3TqNRoNdu3Zh4cKFyMnJgVwuL+1QDTAJISIikoAWVt47xoyOqe3bt8fx48f11g0ePBiRkZF47733JElAACYhREREkhAWjnApfLypPD09UbduXb11KpUKPj4+BuvLEpMQIiIiCfAuukxCiIiIKqTffvtN6hCYhBAREUlBqhlT7QmTECIiIgmwOcbOZ0zVaDSYOHEiwsLC4ObmhoiICEybNg1ClINbBxIREVVwdl0TMmvWLCxZsgSrVq1CVFQUDh06hMGDB0OtVuPtt9+WOjwiIiKLWXr/l8LHOzq7TkL27t2Lnj17omvXrgCA0NBQfPXVV/jjjz8kjoyIiMg6bI6x8+aYli1bYvv27Th79iwA4OjRo9i9ezc6d+4scWRERERkLbuuCYmLi0N6ejoiIyMhl8uh0WgwY8YM9OvXr8hjcnJy9O4gmJ6eXhahEhERmYU1IXZeE7J+/XqsXbsWiYmJ+PPPP7Fq1Sp89NFHWLVqVZHHJCQkQK1W65Yn7y5IRERkDwqSEGsWR2fXSci4ceMQFxeHvn37ol69eujfvz/GjBmDhISEIo+ZMGEC0tLSdEtqamoZRkxERESmsuvmmKysLDg56edJcrkcWq22yGOUSqXR2xgTERHZEzbH2HkS0r17d8yYMQPVq1dHVFQUDh8+jHnz5mHIkCFSh0ZERGQVAeuG2ZaHGbPsOglZsGABJk6ciDfffBO3bt1CYGAg3njjDUyaNEnq0IiIiKzCmhA7T0I8PT0xf/58zJ8/X+pQiIiIyMbsOgkhIiIqr1gTwiSEiIhIEkxC7HyILhEREZVfrAkhIiKSAGtCmIQQERFJQggZhBWJhDXH2gs2xxAREZEkWBNCREQkAS1kVk1WZs2x9oJJCBERkQTYJ4TNMURERCQR1oQQERFJgB1TmYQQERFJgs0xTEKIiIgkwZoQ9gkhIiIiibAmhIiISALCyuaY8lATwiSEiIhIAgKAENYd7+jYHENERESSYE0IERGRBLSQQcYZU4mIiKiscXQMm2OIiIhIIqwJISIikoBWyCDjZGVERERU1oSwcnRMORgew+YYIiIikgRrQoiIiCTAjqlMQoiIiCTBJIRJCBERkSTYMZV9QoiIiEgirAkhIiKSAEfHVKAkxFWWj4v5Crg65QPQr8aqr7iue3whv7LucVXnNINybhRRvps8r9jzX8r0MSlOZyetSfsVlpbubvYxhTkpNVYdb4wsz8XmZRrzv7dTcop08983KTin50gdQqnR+ntLHYLdkWVmSR2C4xFl10DwOAmxpk+IDYORCJtjiIiISBIVpiaEiIjInnB0DJMQIiIiSYj/LdYc7+jYHENERESSYE0IERGRBNgcY2ESkpOTgwMHDuDy5cvIysqCr68vGjVqhLCwMFvHR0REVD6xPca8JGTPnj34z3/+g82bNyMvLw9qtRpubm64d+8ecnJyEB4ejuHDh2PEiBHw9PQsrZiJiIgcn5U1ISgHNSEm9wnp0aMH/v3vfyM0NBQ///wzHj58iLt37+Lvv/9GVlYWzp07hw8++ADbt29HrVq1kJSUVJpxExERkYMzuSaka9eu+Pbbb+HiYnwSqvDwcISHh2PgwIE4efIkrl+/bnQ/IiIi4oypgBlJyBtvvAGNxrSZNevUqYM6depYHBQREVF552gdU0ujP6hZfUKqVauGQYMGYciQIahVq5bFJyUiIiLHUJr9Qc2aJyQmJgb//e9/8dRTT6F169ZYuXIlsrJ4bwIiIiKzCZn1Sykr7f6gZiUhEydOxPnz57F9+3aEh4dj1KhRCAgIwOuvv44DBw6YdWIiIqKKrKBPiDVLaevatStSUlIwe/ZstG7dGm5ubnrbC/qCbt26Fdu3b4eTk3lzoFo0Y2q7du2watUq3LhxA3PnzsWpU6fQokULREVFYd68eZYUSURERHbmjTfeMDmxqFOnDtq3b29W+VZN2+7h4YFhw4Zh9+7d2Lx5M27cuIFx48ZZUyQREVHFIGywlIFq1aohLi4OZ8+etXnZViUhWVlZWLlyJdq2bYsePXrAx8cHM2bMsFVsRERE5VbB6BhrlrJQmv1BLUpC9u7di2HDhiEgIAAxMTEIDQ3Fjh07cPbsWcTFxdkkMCIiIpJeafYHNSsJmT17ti4TOn78OObMmYMbN25g1apVaNOmjVWBEBERVTh23hRTWGn0BzUrCZkzZw46deqEo0eP4sCBAxg+fDjvEUNERGQBR2mOeZIt+4OaNVnZtWvXipy2nYiIiMzgoHfRzcrKwvr167FixQrs3r0bERERFichJteErFu3zuQEJDU1FXv27LEoICIiIrI/pdEf1OQkZMmSJXjqqacwe/ZsnDp1ymB7WloatmzZgldffRVPP/007t69a1FAREREFYPMBkvpK83+oCY3x+zcuRPff/89FixYgAkTJkClUsHf3x+urq64f/8+bty4gSpVqmDQoEE4ceIE/P39rQqMiIioXHOQ5pg5c+bgtddewzfffIO6devatGyz+oT06NEDPXr0wJ07d7B7925cvnwZjx49QpUqVdCoUSM0atTI7ClbiYiIyH6VZn9Qs5KQAlWqVEGvXr1sHAoREVEF4gA1IevWrUPfvn1N2jc1NRVXrlxBq1atTC6f1RZERERScIC76JZ2f1CLakKIiIio/Cvt/qBMQoiIiCQgxOPFmuPLQmn2B2USQkREJIUy7hOyZMkSLFmyBJcuXQIAREVFYdKkSejcubNJx5dGf1C77xNy9epVvPbaa/Dx8YGbmxvq1auHQ4cOSR0WERGRQwkKCsKHH36I5ORkHDp0CM8//zx69uyJv/76S7KYzE5Crl+/jjVr1mDLli3Izc3V25aZmYmpU6faLLj79++jVatWcHFxwU8//YSTJ09i7ty58Pb2ttk5iIiIJFHGHVO7d++OLl26oGbNmqhVqxZmzJgBDw8P7N+/v5ReYMnMao45ePAgOnToAK1Wi7y8PFSrVg0bN25EVFQUACAjIwPx8fGYNGmSTYKbNWsWgoODsWLFCt26sLAwm5RNREQkJZl4vFhzvKU0Gg2++eYbZGZmokWLFpYXZCWzakLef/999O7dG/fv38fNmzfxwgsvoG3btjh8+HCpBPf999+jSZMmePnll+Hn54dGjRrh008/LfaYnJwcpKen6y1ERER2R9hgAQz+5uXk5BR5yuPHj8PDwwNKpRIjRozAhg0bUKdOnVJ6gSUzKwlJTk5GXFwcnJyc4OnpicWLF2Ps2LFo3749Dh48aPPgLl68iCVLlqBmzZrYtm0bRo4cibfffhurVq0q8piEhASo1WrdEhwcbPO4iIiI7EVwcLDe372EhIQi961duzaOHDmCAwcOYOTIkRg4cCBOnjxZhtHqM3t0THZ2tt7zuLg4ODs7o0OHDvjiiy9sFhgAaLVaNGnSBDNnzgQANGrUCCdOnMDSpUsxcOBAo8dMmDAB77zzju55eno6ExEiIrI/1k449r9jU1NT4eXlpVutVCqLPEShUKBGjRoAgMaNG+PgwYP4z3/+g2XLllkcRmpqKiZPnmxRDmBWElK3bl3s3bsX9evX11s/duxYaLVavPLKK2YHUJyAgACDaqKnnnoK3377bZHHKJXKYt8AIiIiu2CjIbpeXl56SYg5tFptsc03prh37x5WrVpV+knIgAEDsHPnTowYMcJg2/jx4yGEwNKlS80OoiitWrXCmTNn9NadPXsWISEhNjsHERFRRTBhwgR07twZ1atXx8OHD5GYmIjffvsN27ZtK/a477//vtjtFy9etDgms5KQYcOGYdiwYUVuf++99/Dee+9ZHMyTxowZg5YtW2LmzJno06cP/vjjDyxfvhzLly+32TmIiIgkUcaTld26dQsDBgzA9evXoVarUb9+fWzbtg0vvPBCscf16tULMpkMopgpWmUyy5qV7HrG1KZNm2LDhg2YMGECpk6dirCwMMyfPx/9+vWTOjQiIiLrlHES8vnnn1t0moCAACxevBg9e/Y0uv3IkSNo3LixRWVbNGPqzZs30b9/fwQGBsLZ2RlyuVxvsaVu3brh+PHjyM7OxqlTp/D666/btHwiIiIqWuPGjZGcnFzk9pJqSYpjUU3IoEGDcOXKFUycOBEBAQEWV8MQERFVWDYaHVPaxo0bh8zMzCK316hRAzt27LCobIuSkN27d+P3339Hw4YNLTopERFRRSfljKnmaN26dbHbVSoV2rZta1HZFjXHBAcHW1z1QkRERI5nzZo1xdaIWMKiJGT+/PmIi4vT3Q6YiIiIzGSjadvLypgxY+Dv749XX30VW7ZsgUajsbpMk5tjvL299fp+ZGZmIiIiAu7u7nBxcdHb9969e1YHRkRERPbj+vXr2Lp1K7766iv06dMH7u7uePnll9GvXz+0bNnSojJNTkLmz59v0QmIiIjIkAxW9gmxWSSmcXZ2Rrdu3dCtWzdkZWVhw4YNSExMxHPPPYegoCBcuHDB/DJN3bGoe7UQERFRxeLu7o6OHTvi/v37uHz5Mk6dOmVRORb1CdmyZYvRaV5//vln/PTTTxYFQkREVKEUDNG1ZiljWVlZWLt2Lbp06YJq1aph/vz56N27N/766y+LyrMoCYmLizPaIUWr1SIuLs6iQIiIiCoUB+uY2rdvX/j5+WHMmDEIDw/Hb7/9hvPnz2PatGmIjIy0qEyL5gk5d+6cwd1tASAyMhLnz5+3KBAiIiKyX3K5HOvXr0fHjh1tNju6RUmIWq3GxYsXERoaqrf+/PnzUKlUtojL5qo4aVHJOQ/n8pQAgEt5vrptTV1TdY99nP4ZA30jr5JBOXfyPI2Wry2hWszD2bRbJd94ZLz84jjJtWYfU1h+rm2n2gcAlEKRxkhQG2lUrodFlYplLsffPr+ftqC8kSF1CHZH5u4mdQgOR6aVA2lldLIyvneMtdauXWvzMi365ezZsydiY2P1esKeP38e7777Lnr06GGz4IiIiMqrghlTrVkcnUVJyOzZs6FSqRAZGYmwsDCEhYXhqaeego+PDz766CNbx0hERETlkMXNMXv37kVSUhKOHj0KNzc31K9fH23atLF1fEREROWTgzXHlAaLkhDg8a17O3TogA4dOtgyHiIiooqBSYhlzTFERERU8Vy4cAEffPABXnnlFdy6dQsA8NNPP5XtPCFERERkHUfrmLpz507Uq1cPBw4cwHfffYeMjMcj0o4ePYrJkydbVCaTECIiIik42IypcXFxmD59OpKSkqBQKHTrn3/+eezfv9+iMpmEEBERScHBZkw9fvw4evfubbDez88Pd+7csahMi5MQW7cLERERkf2qVKkSrl+/brD+8OHDqFatmkVlWpSElEa7EBERUUXiaH1C+vbti/feew83btyATCaDVqvFnj17MHbsWAwYMMCiMi2+gZ2t24WIiIgqFAdrjpk5cyYiIyMRHByMjIwM1KlTB23atEHLli3xwQcfWFSmRfOEHD9+HImJiQbrrWkXIiIiIvulUCjw6aefYtKkSTh+/DgyMjLQqFEj1KxZ0+IyLaoJKY12ISIiogrF2qaYMq4JmTp1KrKyshAcHIwuXbqgT58+qFmzJh49eoSpU6daVKZFSUhptAsRERFVKA7WHBMfH6/rA1pYVlYW4uPjLSrToiSkNNqFiIiIyH4JISCTGc5NcvToUVSuXNmiMi3qE1Ia7UJEREQVioPcO8bb2xsymQwymQy1atXSS0Q0Gg0yMjIwYsQIi8q2KAmZOnUqxo4di+DgYAQHB+vWP3r0CHPmzMGkSZMsCoaIiKiisHaYbVkN0Z0/fz6EEBgyZAji4+OhVqt12xQKBUJDQ9GiRQuLyrYoCYmPj8eIESPg7u6ut76gXYhJCBERUfkwcOBAAEBYWBhatmwJFxcXm5VtURJSGu1CREREZL/atm2re5ydnY3c3Fy97V5eXmaXaVYSUprtQkRERBWKg/QJKZCVlYXx48dj/fr1uHv3rsF2jUZjdplmJSGl2S5ERERUkThKn5AC48aNw44dO7BkyRL0798fixYtwtWrV7Fs2TJ8+OGHFpVpVhJSmu1CREREZL82b96ML7/8Eu3atcPgwYPRunVr1KhRAyEhIVi7di369etndpkW9QkpjXYhIiKiCqeMazOsce/ePYSHhwN4/Hf+3r17AIBnn30WI0eOtKhMiyYry8rKwqhRo+Dn5weVSgVvb2+9hYiIiErgYDOmhoeHIyUlBQAQGRmJ9evXA3hcQ1KpUiWLyrQoCRk3bhx+/fVXLFmyBEqlEp999hni4+MRGBiIL7/80qJAiIiIyH4NHjwYR48eBQDExcVh0aJFcHV1xZgxYzBu3DiLyrSoOaY02oWIiIgqEkfrmDpmzBjd4+joaJw+fRrJycmoUaMG6tevb1GZFiUhpdEuREREVKE42BDdJ4WEhCAkJMSqMixKQgrahapXr65rF2rWrJlV7UJERERkfx49eoTt27ejW7duAIAJEyYgJydHt10ul2PatGlwdXU1u2yLkpCCdqG2bdsiLi4O3bt3x8KFC5GXl4d58+ZZUiQREVGF4ijNMatWrcKPP/6oS0IWLlyIqKgouLm5AQBOnz6NwMBAveYaU1mUhJRGuxAREVGF4iDNMWvXrsX48eP11iUmJuq6ZaxZswaLFi0quyTkSbZoFyIiIiL7c/78edSrV0/33NXVFU5O/wyubdasGWJiYiwq26wkpDTbhYiIiCoUB6kJefDggd7f+tu3b+tt12q1etvNYVYSUprtQkRERBWJo/QJCQoKwokTJ1C7dm2j248dO4agoCCLyjZrsrK1a9di+PDheusSExOxY8cO7NixA3PmzNHNoEZERETFcJAZU7t06YJJkyYhOzvbYNujR48QHx+Prl27WlS2WTUhpdkuRERERPbn/fffx/r161G7dm2MGjUKtWrVAgCcOXMGCxcuRH5+Pt5//32LyjYrCSnNdiEiIqIKxUH6hPj7+2Pv3r0YOXIk4uLiIMTjE8tkMrzwwgtYvHgx/P39LSrbrCSkNNuFiIiIKhJH6RMCAGFhYdi6dSvu3buH8+fPAwBq1KiBypUrW1WuWX1CSrNdiIiIiOxb5cqV0axZMzRr1szqBAQwsyakNNuFiIiIKhQHaY4pTWYlIaXZLlTalDI5NEJAJcsDALR0vaLblpqv0j2+lu+te6xyMr1/i7dLVrHbXZy0JpWTrXEx+ZwF5HLTyi5KPuRWHW+MTGPzIo3S2MmUNLI0qSMwjVOedZ8VeyZLy5A6BLujuXW75J1Ij0bkldm5HKk5prSYPWNqabULERERUcVi8bTtBe1CREREZAE2x9jm3jFERERkJiYh5o2OISIiIrIV1oQQERFJQPa/xZrjHZ1D1YR8+OGHkMlkiI2NlToUIiIi6zjIvWNKk8PUhBw8eBDLli1D/fr1pQ6FiIjIahyi6yA1IRkZGejXrx8+/fRTeHt7l3wAERER2T2HSEJiYmLQtWtXREdHl7hvTk4O0tPT9RYiIiK7w+YY+2+OWbduHf78808cPHjQpP0TEhIQHx9fylERERHZQDlIJKxh1zUhqampGD16NNauXQtXV9Pm554wYQLS0tJ0S2pqailHSURERJaw65qQ5ORk3Lp1C08//bRunUajwa5du7Bw4ULk5ORALte/74lSqYRSqSzrUImIiMzCjql2noS0b98ex48f11s3ePBgREZG4r333jNIQIiIiBwGZ0y17yTE09MTdevW1VunUqng4+NjsJ6IiIgci10nIUREROUVm2McMAn57bffpA6BiIjIemyOse/RMURERFR+OVxNCBERUXnA5hjWhBAREUmjjGdMTUhIQNOmTeHp6Qk/Pz/06tULZ86csc1rsRCTECIiIimUcRKyc+dOxMTEYP/+/UhKSkJeXh46dOiAzMxM27weC7A5hoiIqALYunWr3vOVK1fCz88PycnJaNOmjSQxMQkhIiKSgK36hDx5o1ZTZw5PS0sDAFSuXNnyIKzE5hgiIiIp2Kg5Jjg4GGq1WrckJCSUeGqtVovY2Fi0atVK0sk/WRNCRETkwFJTU+Hl5aV7bkotSExMDE6cOIHdu3eXZmglYhJCREQkAZkQkAnL22MKjvXy8tJLQkoyatQo/PDDD9i1axeCgoIsPr8tMAkhIiKSQhnPmCqEwFtvvYUNGzbgt99+Q1hYmBUntw0mIURERBVATEwMEhMTsWnTJnh6euLGjRsAALVaDTc3N0liYsdUIiIiCRSMjrFmMceSJUuQlpaGdu3aISAgQLd8/fXXpfMCTcCaECIiIilI0Bxjb1gTQkRERJKoMDUhF/LlqCvTwOl/9VdZ4p/8Kw9y3WNXpzzd4xt5aoNyKjsbn972VGZAsed3k+eaFOe9HPPb5bzcs80+prBbGQqrjjdG41o2GbdTvqxMzlMSpzz7+w/DGCG3j+tVGoTaQ+oQ7I7sTslDNUmfTMiArLI6F29gV2GSECIiIrtSxs0x9ohJCBERkQRYE8I+IURERCQR1oQQERFJgc0xTEKIiIikUh6aVKzB5hgiIiKSBGtCiIiIpCDE48Wa4x0ckxAiIiIJcHQMm2OIiIhIIqwJISIikgJHxzAJISIikoJM+3ix5nhHx+YYIiIikgRrQoiIiKTA5hgmIURERFLg6BgmIURERNLgPCHsE0JERETSYE0IERGRBNgcwySEiIhIGuyYyuYYIiIikgZrQoiIiCTA5hgmIURERNLg6Bg2xxAREZE0WBNCREQkATbHVKAkJEiei4t5bnCRaQAAqRovo/u5yPJ1j9M07gbb/V3SjB7nr0wv9vx/Z1cyKc48rdyk/QrL1Zh/TGFOLra/C5JTlszmZdozrbNjvF6t3DHitIQsPVPqEOyOTG38d46K5qTNBbLK6GQcHcPmGCIiIpJGhakJISIisidsjmESQkREJA2teLxYc7yDYxJCREQkBfYJYZ8QIiIikgZrQoiIiCQgg5V9QmwWiXSYhBAREUmBM6ayOYaIiIikwZoQIiIiCXCILpMQIiIiaXB0DJtjiIiISBqsCSEiIpKATAjIrOhcas2x9oJJCBERkRS0/1usOd7BsTmGiIiIJMGaECIiIgmwOYZJCBERkTQ4OoZJCBERkSQ4Y6p99wlJSEhA06ZN4enpCT8/P/Tq1QtnzpyROiwiIiKyAbtOQnbu3ImYmBjs378fSUlJyMvLQ4cOHZCZmSl1aERERFYpmDHVmsXR2XVzzNatW/Wer1y5En5+fkhOTkabNm3MKitdC7jK8uH0v3fNV56h23ZP46577CLT6B6HKW8ZlHMtz9to+Y+0imLP7ybPMynO3Hzz3xJX53yzjynsQYaLVccbI9zK5tshZPZxH0mXR47xa5Dnaddfeau4PcqWOgT7I5dLHQEVh80x9p2EPCktLQ0AULly5SL3ycnJQU5Oju55enp6qcdFRERE5rPr5pjCtFotYmNj0apVK9StW7fI/RISEqBWq3VLcHBwGUZJRERkGpnW+sXROUwSEhMTgxMnTmDdunXF7jdhwgSkpaXpltTU1DKKkIiIyAwFzTHWLA7OIZpjRo0ahR9++AG7du1CUFBQsfsqlUoolcoyioyIiIgsZddJiBACb731FjZs2IDffvsNYWFhUodERERkG5yszL6TkJiYGCQmJmLTpk3w9PTEjRs3AABqtRpubm4SR0dERGQ5Tttu531ClixZgrS0NLRr1w4BAQG65euvv5Y6NCIiIrKSXdeEiHKQ5RERERnFeULsOwkhIiIqtwQAa4bZOn4OwiSEiIhICuwTYud9QoiIiKj8Yk0IERGRFASs7BNis0gkwySEiIhICuyYyuYYIiIikkaFqgnJhRyh8jwAwLm8f/KvyvIs3ePUPG/d49v5XgZl5GiN3/beS/6o2HOnZPqYFKPatfhyjDl31c/sY/Q42z6bdkqX2bxMY+R2cvd24SDpvPJBntQhlB7ett6AyMiUOgSHI0Ru2Z1MC8Can8pycAO7CpWEEBER2QuOjmFzDBEREUmENSFERERSYMdUJiFERESSYBLC5hgiIiKSBmtCiIiIpMCaECYhREREkuAQXSYhREREUuAQXfYJISIiIokwCSEiIpJCQZ8QaxYz7Nq1C927d0dgYCBkMhk2btxYOq/LDBWmOcZZJuArz0Vq/uOXHFhomvVrGjfd4wiXO7rHmVqlQTlZWoXR8jM0hvsWpnDKNynOe1mVTNpPr2xX08ouSnae7ae71irKpppQ414208OXJM9O4qjI8kP9pQ7B7jj9eUbqEByOEGV4awOtAGRW/FZqzTs2MzMTDRo0wJAhQ/Diiy9afl4bqjBJCBERUUXWuXNndO7cWeow9DAJISIikoKNhuimp6frrVYqlVAqi6+dtxfsE0JERCQJa/uDPE5CgoODoVardUtCQoK0L8sMrAkhIiJyYKmpqfDy8tI9d5RaEIBJCBERkTRs1Bzj5eWll4Q4EiYhREREUtD+06Ri+fGOjUkIERFRBZCRkYHz58/rnqekpODIkSOoXLkyqlevLklMTEKIiIikILSPF2uON8OhQ4fw3HPP6Z6/8847AICBAwdi5cqVlsdhBSYhREREUijju+i2a9cOws7uN1NhkpBgZxVuaHOgMTIqOU/8cxku5Kt1j+VGZrK7n6cyWv7NnOI7BTnLTMtYq6gyTdqvsOw8F7OP0TteWwqzfZbRBKIy6yaLtRmnfPv6YhdFKy+/M7sqrz+QOgS7o5VzFgaziTK8ZuwTwnlCiIiISBoVpiaEiIjIrpRxc4w9YhJCREQkBQErkxCbRSIZNscQERGRJFgTQkREJAU2xzAJISIikoRWC8CKeUK0VhxrJypMEnI1PxOVnJyg0T4e05kj/hmqqCk0njRbKHSPH2pcDcoJc71ttPwqLhnFnn//g3CT4szVyE3arzA3RZ7ZxxT20Mn22bQsr2yGgpblaLriOMrQV8WDHKlDKDXCzXFu2lVmysF/ymWO16xMVZgkhIiIyK6wOYZJCBERkSSYhHB0DBEREUmDNSFERERS4LTtTEKIiIikIIQWwoq76FpzrL2oMEnI1XwVPMUjZP/vZnV5hYZFyQtlovJC6z3l2QbluMpyjZZ/9lHVYs+vFaaNnsjRmP+W5OSbP6KmMJFn+1Y5eU7ZjBZxsm5gkM04ZzvGfyQad+tudmjP5GmPpA7B7mge8ZqYSyvK8EdFCOtqM9gnhIiIiMgyFaYmhIiIyK4IK/uElIOaECYhREREUtBqAZkV/TrYJ8RxKGQapOarEOqSCQC4oTE+u+KNfLXuscrJcHbJh8JwFlVTpOeZNpuji5PG7LKFif1NiiJzsf0HOV9VNl8Ol3T7aFHMd3WMGVNzvMtvnxCXO9b1jSqP5B4eUofgcITIBYqfAJtsqMIkIURERHaFzTFMQoiIiKQgtFoIK5pjysMQXfuoyyYiIqIKp8LUhLg55cFDroGr7HHe5VVovo8Hwk332Nf5oe6xxkhfi7/zK1t0fndn08aeKyzoE3JP5m72MXpKoUbPqYzmCSnh5sVlRp7rGNWiivR8qUOgMqTlPCFmK/N5QtgcQ0RERGVOKwBZxU5C2BxDREREkqgwNSGuMi08ZQL3NI+bCa5qPAtt+6f6zVgTTGHhittG158oYsiv7hxy06r4buWW/ZA6J6X5TUAlkYmyGQoq7OQTbM1Q/7KkUZTf/ztkGYa3WajohMb23+3yTogyvGZCALBmnhDHrwmxk59wIiKiikVoBYQVzTGCSYjjyBZOSNPKocHjmo5w53Tdtsv5/9SKaAu1UOUJw8mPtEW0YJV0gzpvRZZJcd7LMb+TqczKPqAqleGkbNbKVJo2OZu18t3sY5IwC/oTS8LloZ3c8a80uCqkjsDuyNXqknciPULkAmlldTItrKsJcZAq2GJUmCTEXy5wF3JUlT/+g3uviLvVNlSm6h5nGmlSOJ0TaPQ47//NxFqU85l+JsVZWWlaslJY6v1KZh9TWNYDt5J3MpPyQdlU+zvbSef/fMsm0i1zeR7ld8ZU57v2kZDaE5Fr/K7fVDQheM3KUoVJQoiIiOwJm2MqUBJyUyNDgFMOTudWAgBUK9Qcc1ej0j2uKv9n4omzeYa1F3/nGp8nRIvi/wtTu5j2L/vVLPOrTz1crcvcsxW2r8bWlFHNgLCTfpYuWY7xY+CSWX7nCRHubI55kpOXZ8k7kR4nbS5QVjWsbI4p/0lIQaZYLUeJtIdZkGseN3ekOf3zR6OS9p7u8ff3a+gee8sNm0byco33n7iVU3zykC9M67kvss3vS3Hjso/Zx+idM9/2f5hccsrmW5yntY8q+NzSmPGtFCjz7KT9qhTI0opvEq2Icm9elzoEh5P/v8nKyqKWIR95Vs1Vlg/H7+NV7pOQhw8fz4Aa8vQlE4+4UmqxEBGRY3j48CHUpdSxV6FQoGrVqth9Y4vVZVWtWhWKUqjNLisyUR4alYqh1Wpx7do1eHp6QmbtMJJyIj09HcHBwUhNTYWXl5fU4dgdXp/i8fqUjNeoePZ8fYQQePjwIQIDA+HkVHrtvdnZ2ci1QcdhhUIBV1cH6RlvRLmvCXFyckJQUJDUYdglLy8vu/sBsCe8PsXj9SkZr1Hx7PX6lFYNSGGurq4OnTzYip106yMiIqKKhkkIERERSYJJSAWkVCoxefJkKMtoVlNHw+tTPF6fkvEaFY/XhwqU+46pREREZJ9YE0JERESSYBJCREREkmASQkRERJJgEkJERESSYBJSgSQkJKBp06bw9PSEn58fevXqhTNnzkgdlt368MMPIZPJEBsbK3UoduPq1at47bXX4OPjAzc3N9SrVw+HDh2SOiy7oNFoMHHiRISFhcHNzQ0RERGYNm1aubjTqaV27dqF7t27IzAwEDKZDBs3btTbLoTApEmTEBAQADc3N0RHR+PcuXPSBEuSYBJSgezcuRMxMTHYv38/kpKSkJeXhw4dOiAzkzf+etLBgwexbNky1K9fX+pQ7Mb9+/fRqlUruLi44KeffsLJkycxd+5ceHt7Sx2aXZg1axaWLFmChQsX4tSpU5g1axZmz56NBQsWSB2aZDIzM9GgQQMsWrTI6PbZs2fjk08+wdKlS3HgwAGoVCp07NgR2dmm3fCTHB+H6FZgt2/fhp+fH3bu3Ik2bdpIHY7dyMjIwNNPP43Fixdj+vTpaNiwIebPny91WJKLi4vDnj178Pvvv0sdil3q1q0b/P398fnnn+vW/etf/4KbmxvWrFkjYWT2QSaTYcOGDejVqxeAx7UggYGBePfddzF27FgAQFpaGvz9/bFy5Ur07dtXwmiprLAmpAJLS0sDAFSuXFniSOxLTEwMunbtiujoaKlDsSvff/89mjRpgpdffhl+fn5o1KgRPv30U6nDshstW7bE9u3bcfbsWQDA0aNHsXv3bnTu3FniyOxTSkoKbty4ofc9U6vVeOaZZ7Bv3z4JI6OyVO5vYEfGabVaxMbGolWrVqhbt67U4diNdevW4c8//8TBgwelDsXuXLx4EUuWLME777yD999/HwcPHsTbb78NhUKBgQMHSh2e5OLi4pCeno7IyEjI5XJoNBrMmDED/fr1kzo0u3Tjxg0AgL+/v956f39/3TYq/5iEVFAxMTE4ceIEdu/eLXUodiM1NRWjR49GUlIS725phFarRZMmTTBz5kwAQKNGjXDixAksXbqUSQiA9evXY+3atUhMTERUVBSOHDmC2NhYBAYG8voQFYHNMRXQqFGj8MMPP2DHjh0ICgqSOhy7kZycjFu3buHpp5+Gs7MznJ2dsXPnTnzyySdwdnaGRqOROkRJBQQEoE6dOnrrnnrqKVy5ckWiiOzLuHHjEBcXh759+6JevXro378/xowZg4SEBKlDs0tVq1YFANy8eVNv/c2bN3XbqPxjElKBCCEwatQobNiwAb/++ivCwsKkDsmutG/fHsePH8eRI0d0S5MmTdCvXz8cOXIEcrlc6hAl1apVK4Mh3WfPnkVISIhEEdmXrKwsODnp/6TK5XJotVqJIrJvYWFhqFq1KrZv365bl56ejgMHDqBFixYSRkZlic0xFUhMTAwSExOxadMmeHp66tpd1Wo13NzcJI5Oep6engb9Y1QqFXx8fNhvBsCYMWPQsmVLzJw5E3369MEff/yB5cuXY/ny5VKHZhe6d++OGTNmoHr16oiKisLhw4cxb948DBkyROrQJJORkYHz58/rnqekpODIkSOoXLkyqlevjtjYWEyfPh01a9ZEWFgYJk6ciMDAQN0IGqoABFUYAIwuK1askDo0u9W2bVsxevRoqcOwG5s3bxZ169YVSqVSREZGiuXLl0sdkt1IT08Xo0ePFtWrVxeurq4iPDxc/N///Z/IycmROjTJ7Nixw+hvzsCBA4UQQmi1WjFx4kTh7+8vlEqlaN++vThz5oy0QVOZ4jwhREREJAn2CSEiIiJJMAkhIiIiSTAJISIiIkkwCSEiIiJJMAkhIiIiSTAJISIiIkkwCSEiIiJJMAkhIiIiSTAJIargVq5ciUqVKpVa+f3799fdeddUW7duRcOGDXnfFaJyjkkIkY3duHEDo0ePRo0aNeDq6gp/f3+0atUKS5YsQVZWlsnllHZyYI6//voL//rXvxAaGgqZTIb58+ebdNzRo0exZcsWvP322wCAevXqYcSIEUb3Xb16NZRKJe7cuYNOnTrBxcUFa9eutdVLICI7xCSEyIYuXryIRo0a4eeff8bMmTNx+PBh7Nu3D+PHj8cPP/yAX375ReoQLZKVlYXw8HB8+OGHZt1mfcGCBXj55Zfh4eEBABg6dCjWrVuHR48eGey7YsUK9OjRA1WqVAEADBo0CJ988oltXgAR2Sepb15DVJ507NhRBAUFiYyMDKPbtVqt7vHcuXNF3bp1hbu7uwgKChIjR44UDx8+FEIYv/HX5MmThRBCZGdni3fffVcEBgYKd3d30axZM7Fjx45i47p//74YPny48PPzE0qlUkRFRYnNmzcLIYRYsWKFUKvVYuvWrSIyMlKoVCrRsWNHce3aNaNlhYSEiI8//rjEa5Gfny/UarX44YcfdOtu374tFAqFWL16td6+Fy9eFDKZTPz000+6dZcvXxYAxPnz50s8FxE5JtaEENnI3bt38fPPPyMmJgYqlcroPjKZTPfYyckJn3zyCf766y+sWrUKv/76K8aPHw8AaNmyJebPnw8vLy9cv34d169fx9ixYwEAo0aNwr59+7Bu3TocO3YML7/8Mjp16oRz584ZPadWq0Xnzp2xZ88erFmzBidPnsSHH34IuVyu2ycrKwsfffQRVq9ejV27duHKlSu681nq2LFjSEtLQ5MmTXTrqlSpgp49e+KLL77Q23flypUICgpChw4ddOuqV68Of39//P7771bFQUR2TOosiKi82L9/vwAgvvvuO731Pj4+QqVSCZVKJcaPH1/k8d98843w8fHRPS+ooSjs8uXLQi6Xi6tXr+qtb9++vZgwYYLRcrdt2yacnJyKvEX6ihUrDGocFi1aJPz9/Y3ub2pNyIYNG4RcLter/RFCiK1btwqZTCYuXrwohHhcOxQSEiI++OADgzIaNWokpkyZUuK5iMgxOUudBBGVd3/88Qe0Wi369euHnJwc3fpffvkFCQkJOH36NNLT05Gfn4/s7GxkZWXB3d3daFnHjx+HRqNBrVq19Nbn5OTAx8fH6DFHjhxBUFCQwTGFubu7IyIiQvc8ICAAt27dMudlGnj06BGUSqVe7Q8AvPDCCwgKCsKKFSswdepUbN++HVeuXMHgwYMNynBzczOrMy8RORYmIUQ2UqNGDchkMpw5c0ZvfXh4OIDHf1ALXLp0Cd26dcPIkSMxY8YMVK5cGbt378bQoUORm5tbZBKSkZEBuVyO5ORkveYUALrOn08qfN6iuLi46D2XyWQQQpR4XHGqVKmCrKws5ObmQqFQ6NY7OTlh0KBBWLVqFaZMmYIVK1bgueee012nwu7duwdfX1+r4iAi+8U+IUQ24uPjgxdeeAELFy5EZmZmsfsmJydDq9Vi7ty5aN68OWrVqoVr167p7aNQKKDRaPTWNWrUCBqNBrdu3UKNGjX0lqJGrdSvXx9///03zp49a90LNFPDhg0BACdPnjTYNnjwYKSmpuK7777Dhg0bMHToUIN9srOzceHCBTRq1Ki0QyUiiTAJIbKhxYsXIz8/H02aNMHXX3+NU6dO4cyZM1izZg1Onz6tq72oUaMG8vLysGDBAly8eBGrV6/G0qVL9coKDQ1FRkYGtm/fjjt37iArKwu1atVCv379MGDAAHz33XdISUnBH3/8gYSEBPz4449GY2rbti3atGmDf/3rX0hKSkJKSgp++uknbN261eTXlZubiyNHjuDIkSPIzc3F1atXceTIEZw/f77IY3x9ffH0009j9+7dBtvCwsLw/PPPY/jw4VAqlXjxxRcN9tm/fz+USiVatGhhcpxE5GCk7pRCVN5cu3ZNjBo1SoSFhQkXFxfh4eEhmjVrJubMmSMyMzN1+82bN08EBAQINzc30bFjR/Hll18KAOL+/fu6fUaMGCF8fHz0hujm5uaKSZMmidDQUOHi4iICAgJE7969xbFjx4qM6e7du2Lw4MHCx8dHuLq6irp16+qGzhrrALthwwZR+OchJSXFYMgwANG2bdtir8XixYtF8+bNjW5LTEwUAMSbb75pdPvw4cPFG2+8UWz5ROTYZEJY2fBLRFSER48eoXbt2vj666/NqtG4c+cOateujUOHDiEsLKwUIyQiKbE5hohKjZubG7788kvcuXPHrOMuXbqExYsXMwEhKudYE0JERESSYE0IERERSYJJCBEREUmCSQgRERFJgkkIERERSYJJCBEREUmCSQgRERFJgkkIERERSYJJCBEREUmCSQgRERFJ4v8BZd8Q/2nkRAoAAAAASUVORK5CYII=", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "dond(sweep_3, sweep_4, dmm.v1, dmm.v2, show_progress=True, do_plot=True) # 2d" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `ArraySweep` can be used when you'd like to sweep a parameter with values of a more sophisticated array. Once you create the array, can be a numpy array or a sequence of values (list or tuple), then just pass it to `dond` wrapped in the `ArraySweep`, and that's it." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## dond with multiple measurements (multiple datasets)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If one wants to split measurement results into separate datasets, `dond` can do it with a small change in passing the arguments in this function. The user needs to group measurement parameters and their callables in sequences like lists or tuples, then `dond` will generate an independent measurement per group, and therefore, one dataset will be created for each group. It should be noted that all groups will share sweep setpoints, `Experiment` object, `measurement_name`, as well as `additional_setpoints`, if used." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Below, we provide a simple example how to create multiple datasets from `dond`:" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting experimental run with id: 74. Using 'qcodes.dataset.dond'\n", "Starting experimental run with id: 75. Using 'qcodes.dataset.dond'\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "4749b6ff817047fc9c1364d7ba49ed74", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/400 [00:00" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "result = dond(sweep_1, sweep_2, [dmm.v1], [dmm.v2], do_plot=True, show_progress=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In this case, the output of `dond` is a triplet of tuples, which the first element of the triplet (`result[0]`) is the generated datasets:" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [], "source": [ "dataset_v1 = result[0][0] # dataset for the first group\n", "dataset_v2 = result[0][1] # dataset for the second group" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Sweep multiple parameters in parallel" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Sometimes it may be required to measure a parameter while sweeping two or more parameters at the same time. `dond` supports this by using the special construct `TogetherSweep` to take a list of sweeps to be performed at the same time and passing that to `dond`. Note that this required you to use sweeps of the same length for all components in a `TogetherSweep`. In the example below we measure as a function of both channels of the DAC." ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [], "source": [ "sweep_1 = LinSweep(dac.ch1, -1, 1, 20, 0.01)\n", "sweep_2 = LinSweep(dac.ch2, -1, 1, 20, 0.01)\n", "together_sweep = TogetherSweep(sweep_1, sweep_2)" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting experimental run with id: 76. Using 'qcodes.dataset.dond'\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "a47566f763e84971b348fad0f3045e2b", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/20 [00:00" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "result = dond(together_sweep, dmm.v1, dmm.v2, do_plot=True, show_progress=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that by default this means that we will create one or more datasets where the dependent parameter depends on all the parameters in the `TogetherSweep` e.g. `Gate V2` depends on both `Gate ch1` and `Gate ch2` in the example above." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Sometimes this may not be what you want but rather you are performing two or more measurements independently and want the datasets to reflect this.\n", "E.g. imagine that you are performing experiments on two different physical systems where you know that `dmm.v1` only depends on `dac.ch1` and `dmm.v2` only depends on `dac.ch2`. \n", "In these cases it is possible to use the argument `dataset_dependencies` to tell `do_nd` how the dependent parameters map to independent parameters as in the example below. Note that there is no way \n", "for QCoDeS to verify these dependencies are correct for your physical system and is is your responsibility to ensure that they are. \n" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting experimental run with id: 77. Using 'qcodes.dataset.dond'\n", "Starting experimental run with id: 78. Using 'qcodes.dataset.dond'\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "f7be54b0e0ab4020a7e57bd0e43d2229", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/20 [00:00" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "result = dond(\n", " together_sweep,\n", " dmm.v1,\n", " dmm.v2,\n", " do_plot=True,\n", " show_progress=True,\n", " dataset_dependencies={\n", " \"ds1\": (dac.ch1, dmm.v1),\n", " \"ds2\": (dac.ch2, dmm.v2),\n", " },\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Getting a value after setting it." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Looking at the examples of using the measurement context manager above you can see that we typically store the value set on the instrument as the setpoint.\n", "For most instruments we know that once the instrument has been set to a given value that is the actual value applied. However for some instruments it may not be able to reach exactly the value specified \n", "and one may want to ask the instrument for the exact value acchived. With the measurement context manger this is relatively simple to implement as seen in the example below.\n" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting experimental run with id: 79. \n" ] } ], "source": [ "# Setting up Measurement\n", "meas = Measurement(name=\"1d_measurement of dmm from dac sweep\", exp=tutorial_exp)\n", "meas.register_parameter(dac.ch1)\n", "meas.register_parameter(dmm.v1, setpoints=(dac.ch1,))\n", "meas.register_parameter(dmm.v2, setpoints=(dac.ch1,))\n", "\n", "# Running Measurement\n", "with meas.run() as datasaver:\n", " for dac_sweep in np.linspace(0, 1, 10): # sweep points\n", " dac.ch1(dac_sweep)\n", " datasaver.add_result(\n", " (dac.ch1, dac.ch1()), (dmm.v1, dmm.v1()), (dmm.v2, dmm.v2())\n", " )\n", " time.sleep(0.01) # Can be removed if there is no intention to see a live plot\n", "\n", " dataset1 = datasaver.dataset" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To do the same using doNd we can make use of the get_after_set argument to the Sweep as shown here.\n", "To illustrate the difference we make use of the `console_level` and `filter_instrument` context managers to show log debug messages from the mock dac instrument.\n", "See this notebook [here](../logging/logging_example.ipynb) for more examples of logging and how it can be controlled." ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [], "source": [ "set_and_get_sweep = LinSweep(dac.ch1, -1, 1, 11, 0.01, get_after_set=True)\n", "set_only_sweep = LinSweep(dac.ch1, -1, 1, 11, 0.01, get_after_set=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we can see below when get_after_set is False (the default) we do not perform a get command on the dac.ch1 parameter." ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2022-10-28 11:45:29,671 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 199 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to -1.0\n", "2022-10-28 11:45:29,683 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 199 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to -0.8\n", "2022-10-28 11:45:29,698 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 199 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to -0.6\n", "2022-10-28 11:45:29,714 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 199 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to -0.3999999999999999\n", "2022-10-28 11:45:29,728 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 199 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to -0.19999999999999996\n", "2022-10-28 11:45:29,744 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 199 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to 0.0\n", "2022-10-28 11:45:29,760 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 199 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to 0.20000000000000018\n", "2022-10-28 11:45:29,776 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 199 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to 0.40000000000000013\n", "2022-10-28 11:45:29,790 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 199 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to 0.6000000000000001\n", "2022-10-28 11:45:29,806 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 199 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to 0.8\n", "2022-10-28 11:45:29,822 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 199 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to 1.0\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Starting experimental run with id: 80. Using 'qcodes.dataset.dond'\n" ] } ], "source": [ "with qcodes.logger.console_level(\"DEBUG\"):\n", " with qcodes.logger.filter_instrument(dac):\n", " dond(set_only_sweep, dmm.v1, dmm.v2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "But when we set get_after_set to True we perform a get after each set of the parameter and we store the output returned from get rather than the set value as the setpoint value in the dataset." ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2022-10-28 11:45:29,883 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 199 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to -1.0\n", "2022-10-28 11:45:29,899 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _get_manual_parameter ¦ 187 ¦ [dac(DummyInstrument)] Getting raw value of parameter: dac_ch1 as -1.0\n", "2022-10-28 11:45:29,901 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 199 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to -0.8\n", "2022-10-28 11:45:29,914 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _get_manual_parameter ¦ 187 ¦ [dac(DummyInstrument)] Getting raw value of parameter: dac_ch1 as -0.8\n", "2022-10-28 11:45:29,919 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 199 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to -0.6\n", "2022-10-28 11:45:29,944 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _get_manual_parameter ¦ 187 ¦ [dac(DummyInstrument)] Getting raw value of parameter: dac_ch1 as -0.6\n", "2022-10-28 11:45:29,948 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 199 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to -0.3999999999999999\n", "2022-10-28 11:45:29,960 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _get_manual_parameter ¦ 187 ¦ [dac(DummyInstrument)] Getting raw value of parameter: dac_ch1 as -0.3999999999999999\n", "2022-10-28 11:45:29,964 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 199 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to -0.19999999999999996\n", "2022-10-28 11:45:29,992 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _get_manual_parameter ¦ 187 ¦ [dac(DummyInstrument)] Getting raw value of parameter: dac_ch1 as -0.19999999999999996\n", "2022-10-28 11:45:29,995 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 199 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to 0.0\n", "2022-10-28 11:45:30,007 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _get_manual_parameter ¦ 187 ¦ [dac(DummyInstrument)] Getting raw value of parameter: dac_ch1 as 0.0\n", "2022-10-28 11:45:30,010 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 199 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to 0.20000000000000018\n", "2022-10-28 11:45:30,023 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _get_manual_parameter ¦ 187 ¦ [dac(DummyInstrument)] Getting raw value of parameter: dac_ch1 as 0.20000000000000018\n", "2022-10-28 11:45:30,026 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 199 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to 0.40000000000000013\n", "2022-10-28 11:45:30,038 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _get_manual_parameter ¦ 187 ¦ [dac(DummyInstrument)] Getting raw value of parameter: dac_ch1 as 0.40000000000000013\n", "2022-10-28 11:45:30,040 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 199 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to 0.6000000000000001\n", "2022-10-28 11:45:30,053 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _get_manual_parameter ¦ 187 ¦ [dac(DummyInstrument)] Getting raw value of parameter: dac_ch1 as 0.6000000000000001\n", "2022-10-28 11:45:30,054 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 199 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to 0.8\n", "2022-10-28 11:45:30,068 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _get_manual_parameter ¦ 187 ¦ [dac(DummyInstrument)] Getting raw value of parameter: dac_ch1 as 0.8\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Starting experimental run with id: 81. Using 'qcodes.dataset.dond'\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2022-10-28 11:45:30,071 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _set_manual_parameter ¦ 199 ¦ [dac(DummyInstrument)] Setting raw value of parameter: dac_ch1 to 1.0\n", "2022-10-28 11:45:30,084 ¦ qcodes.instrument.instrument_base ¦ DEBUG ¦ parameter ¦ _get_manual_parameter ¦ 187 ¦ [dac(DummyInstrument)] Getting raw value of parameter: dac_ch1 as 1.0\n" ] } ], "source": [ "with qcodes.logger.console_level(\"DEBUG\"):\n", " with qcodes.logger.filter_instrument(dac):\n", " dond(set_and_get_sweep, dmm.v1, dmm.v2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Actions in dond" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "All `doNd` functions except `do0d` support passing what we call them `action`s. These `action`s are `Callable`s, which can be used, for instance, if a user wants to perform some functions call before/ after setting a setpoint parameter. Here, we only demonstrate post_actions in `dond` because they are part of sweep classes rather than the `dond` function.\n", "\n", "Let's walk through an example. We first define simple functions that only print some messages:" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [], "source": [ "def action_1():\n", " print(\"dac channel 1 is set\")\n", " print(\"********************\")\n", "\n", "\n", "def action_2():\n", " print(\"dac channel 2 is set\")\n", " print(\"++++++++++++++++++++\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, we pass these functions into two sweep instances (note that `action`s should always be placed in a sequence like a list, even if there is only one `Callable`):" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [], "source": [ "sweep_5 = LinSweep(dac.ch1, 0, 1, 2, 0.01, [action_1])\n", "sweep_6 = LinSweep(dac.ch2, 0, 1, 2, 0.01, [action_2])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We intentionally chose two setpoints for each sweep instance to not populate our notebook with too many prints. Every time the parameter of `sweep_5` and `sweep_6` are set to their setpoint values, `action_1` and `action_2` will be called, respectively. Let's run a `dond` with these sweeps (here, we are only interested in actions, so we do not show the progress bar and plots):" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting experimental run with id: 82. Using 'qcodes.dataset.dond'\n", "dac channel 1 is set\n", "********************\n", "dac channel 2 is set\n", "++++++++++++++++++++\n", "dac channel 2 is set\n", "++++++++++++++++++++\n", "dac channel 1 is set\n", "********************\n", "dac channel 2 is set\n", "++++++++++++++++++++\n", "dac channel 2 is set\n", "++++++++++++++++++++\n" ] }, { "data": { "text/plain": [ "(results #82@C:\\Users\\jenielse\\source\\repos\\Qcodes\\docs\\examples\\DataSet\\tutorial_doNd.db\n", " ----------------------------------------------------------------------------------------\n", " dac_ch1 - numeric\n", " dac_ch2 - numeric\n", " dmm_v1 - numeric,\n", " [None],\n", " [None])" ] }, "execution_count": 34, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dond(sweep_5, sweep_6, dmm.v1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If only inner actions between the outer loop and the inner loop are needed, then we only pass those actions into the outer-loop sweep object:" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [], "source": [ "def action_wait():\n", " print(\"wait after setting dac channel 1\")\n", " print(\"++++++++++++++++++++++++++++++++\")" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [], "source": [ "sweep_5 = LinSweep(dac.ch1, 0, 1, 2, 0.01, [action_1, action_wait])\n", "sweep_6 = LinSweep(dac.ch2, 0, 1, 2, 0.01)" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting experimental run with id: 83. Using 'qcodes.dataset.dond'\n", "dac channel 1 is set\n", "********************\n", "wait after setting dac channel 1\n", "++++++++++++++++++++++++++++++++\n", "dac channel 1 is set\n", "********************\n", "wait after setting dac channel 1\n", "++++++++++++++++++++++++++++++++\n" ] }, { "data": { "text/plain": [ "(results #83@C:\\Users\\jenielse\\source\\repos\\Qcodes\\docs\\examples\\DataSet\\tutorial_doNd.db\n", " ----------------------------------------------------------------------------------------\n", " dac_ch1 - numeric\n", " dac_ch2 - numeric\n", " dmm_v1 - numeric,\n", " [None],\n", " [None])" ] }, "execution_count": 37, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dond(sweep_5, sweep_6, dmm.v1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "These actions can be extremely useful in actual measurements that utilize `dond`. For example, If a user wants to run syncing the oscillator of two MFLI lockins after setting a frequency setpoint or starting an arbitrary waveform generator (AWG) upon sweeping a parameter, these functions can be triggered on instruments using the mentioned actions. " ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.6" }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": true, "sideBar": true, "skip_h1_title": false, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": {}, "toc_section_display": true, "toc_window_display": false }, "varInspector": { "cols": { "lenName": 16, "lenType": 16, "lenVar": 40 }, "kernels_config": { "python": { "delete_cmd_postfix": "", "delete_cmd_prefix": "del ", "library": "var_list.py", "varRefreshCmd": "print(var_dic_list())" }, "r": { "delete_cmd_postfix": ") ", "delete_cmd_prefix": "rm(", "library": "var_list.r", "varRefreshCmd": "cat(var_dic_list()) " } }, "types_to_exclude": [ "module", "function", "builtin_function_or_method", "instance", "_Feature" ], "window_display": false }, "vscode": { "interpreter": { "hash": "2643ef1ecb4e72f15331668d402315679b29a004e65b7ec963f6cfe589581b49" } }, "widgets": { "application/vnd.jupyter.widget-state+json": { "state": {}, "version_major": 2, "version_minor": 0 } } }, "nbformat": 4, "nbformat_minor": 4 }