{ "cells": [ { "cell_type": "code", "execution_count": 1, "id": "446a0108", "metadata": { "execution": { "iopub.execute_input": "2023-09-26T17:44:09.594059Z", "iopub.status.busy": "2023-09-26T17:44:09.593802Z", "iopub.status.idle": "2023-09-26T17:44:10.789709Z", "shell.execute_reply": "2023-09-26T17:44:10.789027Z" } }, "outputs": [], "source": [ "import os\n", "import signal\n", "import sys\n", "import time\n", "\n", "import numpy as np\n", "from lmfit import Model\n", "from qcodes import ManualParameter\n", "\n", "import quantify_core.visualization.pyqt_plotmon as pqm\n", "from quantify_core.data.handling import set_datadir\n", "from quantify_core.measurement.control import MeasurementControl\n", "from quantify_core.utilities.examples_support import default_datadir\n", "from quantify_core.visualization.instrument_monitor import InstrumentMonitor\n", "\n", "rng = np.random.default_rng(seed=222222) # random number generator\n", "\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 2, "id": "d845775e", "metadata": { "execution": { "iopub.execute_input": "2023-09-26T17:44:10.792621Z", "iopub.status.busy": "2023-09-26T17:44:10.792280Z", "iopub.status.idle": "2023-09-26T17:44:10.795407Z", "shell.execute_reply": "2023-09-26T17:44:10.794737Z" } }, "outputs": [], "source": [ "# We recommend to always set the directory at the start of the python kernel\n", "# and stick to a single common data directory for all\n", "# notebooks/experiments within your measurement setup/PC\n", "# This sets a default data directory for tutorial purposes. Change it to your\n", "# desired data directory." ] }, { "cell_type": "code", "execution_count": 3, "id": "30d28643", "metadata": { "execution": { "iopub.execute_input": "2023-09-26T17:44:10.798462Z", "iopub.status.busy": "2023-09-26T17:44:10.798230Z", "iopub.status.idle": "2023-09-26T17:44:10.802088Z", "shell.execute_reply": "2023-09-26T17:44:10.801505Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Data will be saved in:\n", "/home/slavoutich/quantify-data\n" ] } ], "source": [ "set_datadir(default_datadir()) # change me!" ] }, { "cell_type": "code", "execution_count": 4, "id": "926bb3fa", "metadata": { "execution": { "iopub.execute_input": "2023-09-26T17:44:10.804477Z", "iopub.status.busy": "2023-09-26T17:44:10.804288Z", "iopub.status.idle": "2023-09-26T17:44:14.566711Z", "shell.execute_reply": "2023-09-26T17:44:14.565967Z" } }, "outputs": [], "source": [ "meas_ctrl = MeasurementControl(\"meas_ctrl\")\n", "plotmon = pqm.PlotMonitor_pyqt(\"plotmon_meas_ctrl\")\n", "meas_ctrl.instr_plotmon(plotmon.name)\n", "insmon = InstrumentMonitor(\"Instruments Monitor\")" ] }, { "cell_type": "code", "execution_count": 5, "id": "8fef872a", "metadata": { "execution": { "iopub.execute_input": "2023-09-26T17:44:14.569507Z", "iopub.status.busy": "2023-09-26T17:44:14.569261Z", "iopub.status.idle": "2023-09-26T17:44:14.577144Z", "shell.execute_reply": "2023-09-26T17:44:14.576426Z" } }, "outputs": [], "source": [ "# Note that in an actual experimental setup `freq` will be a QCoDeS parameter\n", "# contained in a QCoDeS Instrument\n", "freq = ManualParameter(name=\"frequency\", unit=\"Hz\", label=\"Frequency\")\n", "freq.batched = True # Tells meas_ctrl that the setpoints are to be passed in batches\n", "\n", "\n", "def lorenz(amplitude: float, fwhm: float, x: int, x_0: float):\n", " \"\"\"Model of the frequency response.\"\"\"\n", " return amplitude * ((fwhm / 2.0) ** 2) / ((x - x_0) ** 2 + (fwhm / 2.0) ** 2)\n", "\n", "\n", "class Resonator:\n", " \"\"\"\n", " Note that the Resonator is a valid Gettable not because of inheritance,\n", " but because it has the expected attributes and methods.\n", " \"\"\"\n", "\n", " def __init__(self) -> None:\n", " self.name = \"resonator\"\n", " self.unit = \"V\"\n", " self.label = \"Amplitude\"\n", " self.batched = True\n", " self.delay = 0.0\n", "\n", " # hidden variables specifying the resonance\n", " self._test_resonance = 6.0001048e9 # in Hz\n", " self._test_width = 300 # FWHM in Hz\n", "\n", " def get(self) -> float:\n", " \"\"\"Emulation of the frequency response.\"\"\"\n", " time.sleep(self.delay)\n", " _lorenz = lambda x: lorenz(1, self._test_width, x, self._test_resonance)\n", " return 1 - np.array(list(map(_lorenz, freq())))\n", "\n", " def prepare(self) -> None:\n", " \"\"\"Adding this print statement is not required but added for illustrative\n", " purposes.\"\"\"\n", " print(\"\\nPrepared Resonator...\")\n", "\n", " def finish(self) -> None:\n", " \"\"\"Adding this print statement is not required but added for illustrative\n", " purposes.\"\"\"\n", " print(\"\\nFinished Resonator...\")\n", "\n", "\n", "gettable_res = Resonator()" ] }, { "cell_type": "code", "execution_count": 6, "id": "9bb625d7", "metadata": { "execution": { "iopub.execute_input": "2023-09-26T17:44:14.579432Z", "iopub.status.busy": "2023-09-26T17:44:14.579235Z", "iopub.status.idle": "2023-09-26T17:44:14.582817Z", "shell.execute_reply": "2023-09-26T17:44:14.582003Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "None\n" ] } ], "source": [ "# At this point the `freq` parameter is empty\n", "print(freq())" ] }, { "cell_type": "code", "execution_count": 7, "id": "de631136", "metadata": { "execution": { "iopub.execute_input": "2023-09-26T17:44:14.586277Z", "iopub.status.busy": "2023-09-26T17:44:14.585700Z", "iopub.status.idle": "2023-09-26T17:44:14.769733Z", "shell.execute_reply": "2023-09-26T17:44:14.769258Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting batched measurement...\n", "Iterative settable(s) [outer loop(s)]:\n", "\t --- (None) --- \n", "Batched settable(s):\n", "\t frequency \n", "Batch size limit: 2000\n", "\n", "\n", "Prepared Resonator...\n", "\r", "100% completed | elapsed time: 0s | time left: 0s last batch size: 2000 \n", "\r", "100% completed | elapsed time: 0s | time left: 0s last batch size: 2000 \n", "Finished Resonator...\n" ] } ], "source": [ "meas_ctrl.settables(freq)\n", "meas_ctrl.setpoints(np.arange(6.0001e9, 6.00011e9, 5))\n", "meas_ctrl.gettables(gettable_res)\n", "dset = meas_ctrl.run()" ] }, { "cell_type": "code", "execution_count": 8, "id": "4aeb7bdd", "metadata": { "execution": { "iopub.execute_input": "2023-09-26T17:44:14.771882Z", "iopub.status.busy": "2023-09-26T17:44:14.771694Z", "iopub.status.idle": "2023-09-26T17:44:15.103541Z", "shell.execute_reply": "2023-09-26T17:44:15.102950Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 8, "metadata": { "filenames": { "image/png": "/home/slavoutich/code/orangeqs/quantify-core/docs/_build/jupyter_execute/tutorials/Tutorial 2. Advanced capabilities of the MeasurementControl_7_0.png" } }, "output_type": "execute_result" } ], "source": [ "plotmon.main_QtPlot" ] }, { "cell_type": "code", "execution_count": 9, "id": "cceba76f", "metadata": { "execution": { "iopub.execute_input": "2023-09-26T17:44:15.105671Z", "iopub.status.busy": "2023-09-26T17:44:15.105476Z", "iopub.status.idle": "2023-09-26T17:44:15.692198Z", "shell.execute_reply": "2023-09-26T17:44:15.691685Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting batched measurement...\n", "Iterative settable(s) [outer loop(s)]:\n", "\t --- (None) --- \n", "Batched settable(s):\n", "\t frequency \n", "Batch size limit: 256\n", "\n", "\n", "Prepared Resonator...\n", "\r", " 12% completed | elapsed time: 0s | time left: 0s last batch size: 256 \r", " 12% completed | elapsed time: 0s | time left: 0s last batch size: 256 \n", "Prepared Resonator...\n", "\n", "Prepared Resonator...\n", "\n", "Prepared Resonator...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "Prepared Resonator...\n", "\n", "Prepared Resonator...\n", "\n", "Prepared Resonator...\n", "\n", "Prepared Resonator...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r", "100% completed | elapsed time: 0s | time left: 0s last batch size: 208 \n", "\r", "100% completed | elapsed time: 0s | time left: 0s last batch size: 208 \n", "Finished Resonator...\n" ] } ], "source": [ "# Tells meas_ctrl that only 256 datapoints can be processed at once\n", "freq.batch_size = 256\n", "\n", "gettable_res.delay = 0.05 # short delay for plotting\n", "meas_ctrl.settables(freq)\n", "meas_ctrl.setpoints(np.arange(6.0001e9, 6.00011e9, 5))\n", "meas_ctrl.gettables(gettable_res)\n", "dset = meas_ctrl.run()" ] }, { "cell_type": "code", "execution_count": 10, "id": "e1ae992f", "metadata": { "execution": { "iopub.execute_input": "2023-09-26T17:44:15.694034Z", "iopub.status.busy": "2023-09-26T17:44:15.693850Z", "iopub.status.idle": "2023-09-26T17:44:15.938312Z", "shell.execute_reply": "2023-09-26T17:44:15.937668Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 10, "metadata": { "filenames": { "image/png": "/home/slavoutich/code/orangeqs/quantify-core/docs/_build/jupyter_execute/tutorials/Tutorial 2. Advanced capabilities of the MeasurementControl_9_0.png" } }, "output_type": "execute_result" } ], "source": [ "plotmon.main_QtPlot" ] }, { "cell_type": "code", "execution_count": 11, "id": "130e084a", "metadata": { "execution": { "iopub.execute_input": "2023-09-26T17:44:15.940093Z", "iopub.status.busy": "2023-09-26T17:44:15.939935Z", "iopub.status.idle": "2023-09-26T17:44:15.944458Z", "shell.execute_reply": "2023-09-26T17:44:15.944084Z" } }, "outputs": [], "source": [ "def decay(t, tau):\n", " \"\"\"T1 experiment decay model.\"\"\"\n", " return np.exp(-t / tau)\n", "\n", "\n", "time_par = ManualParameter(name=\"time\", unit=\"s\", label=\"Measurement Time\")\n", "# Tells meas_ctrl that the setpoints are to be passed in batches\n", "time_par.batched = True\n", "\n", "\n", "class MockQubit:\n", " \"\"\"A mock qubit.\"\"\"\n", "\n", " def __init__(self):\n", " self.name = \"qubit\"\n", " self.unit = \"%\"\n", " self.label = \"High V\"\n", " self.batched = True\n", "\n", " self.delay = 0.01 # sleep time in secs\n", " self.test_relaxation_time = 60e-6\n", "\n", " def get(self):\n", " \"\"\"Adds a delay to be able to appreciate the data acquisition.\"\"\"\n", " time.sleep(self.delay)\n", " rel_time = self.test_relaxation_time\n", " _func = lambda x: decay(x, rel_time) + rng.uniform(-0.1, 0.1)\n", " return np.array(list(map(_func, time_par())))" ] }, { "cell_type": "code", "execution_count": 12, "id": "5d015de4", "metadata": { "execution": { "iopub.execute_input": "2023-09-26T17:44:15.946133Z", "iopub.status.busy": "2023-09-26T17:44:15.945983Z", "iopub.status.idle": "2023-09-26T17:44:16.395913Z", "shell.execute_reply": "2023-09-26T17:44:16.395469Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting batched measurement...\n", "Iterative settable(s) [outer loop(s)]:\n", "\t --- (None) --- \n", "Batched settable(s):\n", "\t time \n", "Batch size limit: 300\n", "\n", "\r", "100% completed | elapsed time: 0s | time left: 0s last batch size: 300 \n", "\r", "100% completed | elapsed time: 0s | time left: 0s last batch size: 300 " ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 12, "metadata": { "filenames": { "image/png": "/home/slavoutich/code/orangeqs/quantify-core/docs/_build/jupyter_execute/tutorials/Tutorial 2. Advanced capabilities of the MeasurementControl_11_1.png" } }, "output_type": "execute_result" } ], "source": [ "meas_ctrl.settables(time_par)\n", "meas_ctrl.setpoints(np.linspace(0.0, 300.0e-6, 300))\n", "meas_ctrl.gettables(MockQubit())\n", "meas_ctrl.run(\"noisy\") # by default `.run` uses `soft_avg=1`\n", "plotmon.main_QtPlot" ] }, { "cell_type": "code", "execution_count": 13, "id": "6efd0349", "metadata": { "execution": { "iopub.execute_input": "2023-09-26T17:44:16.398863Z", "iopub.status.busy": "2023-09-26T17:44:16.398709Z", "iopub.status.idle": "2023-09-26T17:44:17.942864Z", "shell.execute_reply": "2023-09-26T17:44:17.942185Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting batched measurement...\n", "Iterative settable(s) [outer loop(s)]:\n", "\t --- (None) --- \n", "Batched settable(s):\n", "\t time \n", "Batch size limit: 300\n", "\n", "\r", " 6% completed | elapsed time: 0s | time left: 2s last batch size: 300 \r", " 6% completed | elapsed time: 0s | time left: 2s last batch size: 300 " ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r", " 51% completed | elapsed time: 0s | time left: 0s last batch size: 300 \r", " 51% completed | elapsed time: 0s | time left: 0s last batch size: 300 " ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r", " 96% completed | elapsed time: 1s | time left: 0s last batch size: 300 \r", " 96% completed | elapsed time: 1s | time left: 0s last batch size: 300 \r", "100% completed | elapsed time: 1s | time left: 0s last batch size: 300 \n", "\r", "100% completed | elapsed time: 1s | time left: 0s last batch size: 300 " ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 13, "metadata": { "filenames": { "image/png": "/home/slavoutich/code/orangeqs/quantify-core/docs/_build/jupyter_execute/tutorials/Tutorial 2. Advanced capabilities of the MeasurementControl_12_3.png" } }, "output_type": "execute_result" } ], "source": [ "dset = meas_ctrl.run(\"averaged\", soft_avg=100)\n", "plotmon.main_QtPlot" ] }, { "cell_type": "code", "execution_count": 14, "id": "d8a9e2d0", "metadata": { "execution": { "iopub.execute_input": "2023-09-26T17:44:17.945479Z", "iopub.status.busy": "2023-09-26T17:44:17.945333Z", "iopub.status.idle": "2023-09-26T17:44:18.106524Z", "shell.execute_reply": "2023-09-26T17:44:18.105938Z" } }, "outputs": [ { "data": { "text/plain": [ "{'tau': 5.9945424534072186e-05}" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "filenames": { "image/png": "/home/slavoutich/code/orangeqs/quantify-core/docs/_build/jupyter_execute/tutorials/Tutorial 2. Advanced capabilities of the MeasurementControl_13_1.png" } }, "output_type": "display_data" } ], "source": [ "model = Model(decay, independent_vars=[\"t\"])\n", "fit_res = model.fit(dset[\"y0\"].values, t=dset[\"x0\"].values, tau=1)\n", "\n", "fit_res.plot_fit(show_init=True)\n", "fit_res.values" ] }, { "cell_type": "code", "execution_count": 15, "id": "71569e46", "metadata": { "execution": { "iopub.execute_input": "2023-09-26T17:44:18.108509Z", "iopub.status.busy": "2023-09-26T17:44:18.108330Z", "iopub.status.idle": "2023-09-26T17:44:23.985484Z", "shell.execute_reply": "2023-09-26T17:44:23.985016Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting iterative measurement...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r", " 10% completed | elapsed time: 1s | time left: 9s \r", " 10% completed | elapsed time: 1s | time left: 9s " ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r", " 20% completed | elapsed time: 2s | time left: 8s \r", " 20% completed | elapsed time: 2s | time left: 8s " ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r", " 30% completed | elapsed time: 3s | time left: 7s \r", " 30% completed | elapsed time: 3s | time left: 7s " ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r", " 40% completed | elapsed time: 4s | time left: 6s \r", " 40% completed | elapsed time: 4s | time left: 6s " ] }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "\n", "[!!!] 1 interruption(s) signaled. Stopping after this iteration/batch.\n", "[Send 4 more interruptions to forcestop (not safe!)].\n", "\n", "\r", " 50% completed | elapsed time: 5s | time left: 5s \r", " 50% completed | elapsed time: 5s | time left: 5s \n", "Interrupt signaled, exiting gracefully...\n" ] }, { "ename": "KeyboardInterrupt", "evalue": "Measurement interrupted", "output_type": "error", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[0;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)", "Cell \u001b[0;32mIn [15], line 27\u001b[0m\n\u001b[1;32m 25\u001b[0m meas_ctrl\u001b[38;5;241m.\u001b[39mgettables(SlowGettable())\n\u001b[1;32m 26\u001b[0m \u001b[38;5;66;03m# Try interrupting me!\u001b[39;00m\n\u001b[0;32m---> 27\u001b[0m dset \u001b[38;5;241m=\u001b[39m \u001b[43mmeas_ctrl\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mrun\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mslow\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\n", "File \u001b[0;32m~/.local/opt/conda/envs/doc_qc064/lib/python3.9/site-packages/quantify_core/measurement/control.py:330\u001b[0m, in \u001b[0;36mMeasurementControl.run\u001b[0;34m(self, name, soft_avg, lazy_set, save_data)\u001b[0m\n\u001b[1;32m 327\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_finish()\n\u001b[1;32m 328\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_reset_post()\n\u001b[0;32m--> 330\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_check_interrupt\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m \u001b[38;5;66;03m# Propagate interruption\u001b[39;00m\n\u001b[1;32m 332\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_dataset\n", "File \u001b[0;32m~/.local/opt/conda/envs/doc_qc064/lib/python3.9/site-packages/quantify_core/measurement/control.py:603\u001b[0m, in \u001b[0;36mMeasurementControl._check_interrupt\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 595\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 596\u001b[0m \u001b[38;5;124;03mVerifies if the user has signaled the interruption of the experiment.\u001b[39;00m\n\u001b[1;32m 597\u001b[0m \n\u001b[1;32m 598\u001b[0m \u001b[38;5;124;03mIntended to be used after each iteration or after each batch of data.\u001b[39;00m\n\u001b[1;32m 599\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 600\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_thread_data\u001b[38;5;241m.\u001b[39mevents_num \u001b[38;5;241m>\u001b[39m\u001b[38;5;241m=\u001b[39m \u001b[38;5;241m1\u001b[39m:\n\u001b[1;32m 601\u001b[0m \u001b[38;5;66;03m# It is safe to raise the KeyboardInterrupt here because we are guaranteed\u001b[39;00m\n\u001b[1;32m 602\u001b[0m \u001b[38;5;66;03m# To be running MC code. The exception can be handled in a try-except\u001b[39;00m\n\u001b[0;32m--> 603\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mKeyboardInterrupt\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mMeasurement interrupted\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n", "\u001b[0;31mKeyboardInterrupt\u001b[0m: Measurement interrupted" ] } ], "source": [ "\n", "class SlowGettable:\n", " \"\"\"A mock slow gettables.\"\"\"\n", "\n", " def __init__(self):\n", " self.name = \"slow\"\n", " self.label = \"Amplitude\"\n", " self.unit = \"V\"\n", "\n", " def get(self):\n", " \"\"\"Get method.\"\"\"\n", " time.sleep(1.0)\n", " if time_par() == 4:\n", " # This same exception rises when pressing `ctrl` + `c`\n", " # or the \"Stop kernel\" button is pressed in a Jupyter(Lab) notebook\n", " if sys.platform == \"win32\":\n", " # Emulating the kernel interrupt on windows might have side effects\n", " raise KeyboardInterrupt\n", " os.kill(os.getpid(), signal.SIGINT)\n", " return time_par()\n", "\n", "\n", "time_par.batched = False\n", "meas_ctrl.settables(time_par)\n", "meas_ctrl.setpoints(np.arange(10))\n", "meas_ctrl.gettables(SlowGettable())\n", "# Try interrupting me!\n", "dset = meas_ctrl.run(\"slow\")" ] }, { "cell_type": "code", "execution_count": 16, "id": "1217a890", "metadata": { "execution": { "iopub.execute_input": "2023-09-26T17:44:23.987370Z", "iopub.status.busy": "2023-09-26T17:44:23.987205Z", "iopub.status.idle": "2023-09-26T17:44:24.214363Z", "shell.execute_reply": "2023-09-26T17:44:24.213784Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "" ] }, "execution_count": 16, "metadata": { "filenames": { "image/png": "/home/slavoutich/code/orangeqs/quantify-core/docs/_build/jupyter_execute/tutorials/Tutorial 2. Advanced capabilities of the MeasurementControl_15_0.png" } }, "output_type": "execute_result" } ], "source": [ "plotmon.main_QtPlot" ] } ], "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": "3.9.18" } }, "nbformat": 4, "nbformat_minor": 5 }