{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Read data from cache" ] }, { "cell_type": "code", "execution_count": 1, "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\\Jens-Work\\.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\\Jens-Work\\.qcodes\\logs\\200804-23736-qcodes.log\n" ] } ], "source": [ "import time\n", "\n", "from qcodes.dataset import load_by_run_spec" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This notebook is meant to be used together with [Write data to cache](./write_for_caching.ipynb) to demonstate the use of the datasets cache interactively from another process. It demonstrates how data can be read gradually into the cache as the data is written by the other notebook. This is intended to be useful for plotting or other monitoring of the data as it is written. In the line below insert the ``captured_run_id`` of the dataset being captured in the other notebook.\n", "\n", "The cache has the same format as the data read from `dataset.get_parameter_data` " ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "dataset_run_id = 170\n", "ds = load_by_run_spec(captured_run_id=dataset_run_id)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here we will print the data as it is read from the database. As can be seen the number of datapoints grows as the data is written to the dataset and read back into the cache. Note that the cache only reads new datapoints and does not require the entire data to be reread from the database." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{'dmm_v1': {}}\n", "{'dmm_v1': {}}\n", "{'dmm_v1': {}}\n", "{'dmm_v1': {}}\n", "{'dmm_v1': {}}\n", "{'dmm_v1': {}}\n", "{'dmm_v1': {}}\n", "{'dmm_v1': {}}\n", "{'dmm_v1': {}}\n", "{'dmm_v1': {}}\n", "{'dmm_v1': {}}\n", "{'dmm_v1': {}}\n", "{'dmm_v1': {}}\n", "{'dmm_v1': {}}\n", "{'dmm_v1': {}}\n", "{'dmm_v1': {}}\n", "{'dmm_v1': {}}\n", "{'dmm_v1': {}}\n", "{'dmm_v1': {}}\n", "{'dmm_v1': {}}\n", "{'dmm_v1': {}}\n", "{'dmm_v1': {}}\n", "{'dmm_v1': {}}\n", "{'dmm_v1': {'dmm_v1': array([5.09018204, 4.63105405, 4.42728866, 4.38829264, 4.22625556]), 'dac_ch1': array([0. , 0.25252525, 0.50505051, 0.75757576, 1.01010101])}}\n", "{'dmm_v1': {'dmm_v1': array([5.09018204, 4.63105405, 4.42728866, 4.38829264, 4.22625556,\n", " 3.82653766, 3.67129649, 3.34695112, 3.40300734]), 'dac_ch1': array([0. , 0.25252525, 0.50505051, 0.75757576, 1.01010101,\n", " 1.26262626, 1.51515152, 1.76767677, 2.02020202])}}\n", "{'dmm_v1': {'dmm_v1': array([5.09018204, 4.63105405, 4.42728866, 4.38829264, 4.22625556,\n", " 3.82653766, 3.67129649, 3.34695112, 3.40300734, 3.21666924,\n", " 3.10543365, 2.83800252, 2.88099671, 2.6835489 ]), 'dac_ch1': array([0. , 0.25252525, 0.50505051, 0.75757576, 1.01010101,\n", " 1.26262626, 1.51515152, 1.76767677, 2.02020202, 2.27272727,\n", " 2.52525253, 2.77777778, 3.03030303, 3.28282828])}}\n", "{'dmm_v1': {'dmm_v1': array([5.09018204, 4.63105405, 4.42728866, 4.38829264, 4.22625556,\n", " 3.82653766, 3.67129649, 3.34695112, 3.40300734, 3.21666924,\n", " 3.10543365, 2.83800252, 2.88099671, 2.6835489 , 2.46641422,\n", " 2.40653038, 2.26613887, 2.02905696, 1.88625026]), 'dac_ch1': array([0. , 0.25252525, 0.50505051, 0.75757576, 1.01010101,\n", " 1.26262626, 1.51515152, 1.76767677, 2.02020202, 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2.88099671, 2.6835489 , 2.46641422,\n", " 2.40653038, 2.26613887, 2.02905696, 1.88625026, 2.1919164 ,\n", " 1.77698013, 1.74489802, 1.62200398, 1.60651668, 1.34105113,\n", " 1.34898369, 1.27445697, 1.36462193, 1.03507652]), 'dac_ch1': array([0. , 0.25252525, 0.50505051, 0.75757576, 1.01010101,\n", " 1.26262626, 1.51515152, 1.76767677, 2.02020202, 2.27272727,\n", " 2.52525253, 2.77777778, 3.03030303, 3.28282828, 3.53535354,\n", " 3.78787879, 4.04040404, 4.29292929, 4.54545455, 4.7979798 ,\n", " 5.05050505, 5.3030303 , 5.55555556, 5.80808081, 6.06060606,\n", " 6.31313131, 6.56565657, 6.81818182, 7.07070707])}}\n", "{'dmm_v1': {'dmm_v1': array([5.09018204, 4.63105405, 4.42728866, 4.38829264, 4.22625556,\n", " 3.82653766, 3.67129649, 3.34695112, 3.40300734, 3.21666924,\n", " 3.10543365, 2.83800252, 2.88099671, 2.6835489 , 2.46641422,\n", " 2.40653038, 2.26613887, 2.02905696, 1.88625026, 2.1919164 ,\n", " 1.77698013, 1.74489802, 1.62200398, 1.60651668, 1.34105113,\n", " 1.34898369, 1.27445697, 1.36462193, 1.03507652, 1.24241502,\n", " 1.14786241, 0.70820501, 1.00223568, 1.03322718]), 'dac_ch1': array([0. , 0.25252525, 0.50505051, 0.75757576, 1.01010101,\n", " 1.26262626, 1.51515152, 1.76767677, 2.02020202, 2.27272727,\n", " 2.52525253, 2.77777778, 3.03030303, 3.28282828, 3.53535354,\n", " 3.78787879, 4.04040404, 4.29292929, 4.54545455, 4.7979798 ,\n", " 5.05050505, 5.3030303 , 5.55555556, 5.80808081, 6.06060606,\n", " 6.31313131, 6.56565657, 6.81818182, 7.07070707, 7.32323232,\n", " 7.57575758, 7.82828283, 8.08080808, 8.33333333])}}\n", "{'dmm_v1': {'dmm_v1': array([5.09018204, 4.63105405, 4.42728866, 4.38829264, 4.22625556,\n", " 3.82653766, 3.67129649, 3.34695112, 3.40300734, 3.21666924,\n", " 3.10543365, 2.83800252, 2.88099671, 2.6835489 , 2.46641422,\n", " 2.40653038, 2.26613887, 2.02905696, 1.88625026, 2.1919164 ,\n", " 1.77698013, 1.74489802, 1.62200398, 1.60651668, 1.34105113,\n", " 1.34898369, 1.27445697, 1.36462193, 1.03507652, 1.24241502,\n", " 1.14786241, 0.70820501, 1.00223568, 1.03322718, 0.84584845,\n", " 0.75458588, 0.7183519 , 0.77026242, 0.87493324]), 'dac_ch1': array([0. , 0.25252525, 0.50505051, 0.75757576, 1.01010101,\n", " 1.26262626, 1.51515152, 1.76767677, 2.02020202, 2.27272727,\n", " 2.52525253, 2.77777778, 3.03030303, 3.28282828, 3.53535354,\n", " 3.78787879, 4.04040404, 4.29292929, 4.54545455, 4.7979798 ,\n", " 5.05050505, 5.3030303 , 5.55555556, 5.80808081, 6.06060606,\n", " 6.31313131, 6.56565657, 6.81818182, 7.07070707, 7.32323232,\n", " 7.57575758, 7.82828283, 8.08080808, 8.33333333, 8.58585859,\n", " 8.83838384, 9.09090909, 9.34343434, 9.5959596 ])}}\n", "{'dmm_v1': {'dmm_v1': array([5.09018204, 4.63105405, 4.42728866, 4.38829264, 4.22625556,\n", " 3.82653766, 3.67129649, 3.34695112, 3.40300734, 3.21666924,\n", " 3.10543365, 2.83800252, 2.88099671, 2.6835489 , 2.46641422,\n", " 2.40653038, 2.26613887, 2.02905696, 1.88625026, 2.1919164 ,\n", " 1.77698013, 1.74489802, 1.62200398, 1.60651668, 1.34105113,\n", " 1.34898369, 1.27445697, 1.36462193, 1.03507652, 1.24241502,\n", " 1.14786241, 0.70820501, 1.00223568, 1.03322718, 0.84584845,\n", " 0.75458588, 0.7183519 , 0.77026242, 0.87493324, 0.74312331,\n", " 0.70260914, 0.51703849, 0.63249996, 0.55123235]), 'dac_ch1': array([ 0. , 0.25252525, 0.50505051, 0.75757576, 1.01010101,\n", " 1.26262626, 1.51515152, 1.76767677, 2.02020202, 2.27272727,\n", " 2.52525253, 2.77777778, 3.03030303, 3.28282828, 3.53535354,\n", " 3.78787879, 4.04040404, 4.29292929, 4.54545455, 4.7979798 ,\n", " 5.05050505, 5.3030303 , 5.55555556, 5.80808081, 6.06060606,\n", " 6.31313131, 6.56565657, 6.81818182, 7.07070707, 7.32323232,\n", " 7.57575758, 7.82828283, 8.08080808, 8.33333333, 8.58585859,\n", " 8.83838384, 9.09090909, 9.34343434, 9.5959596 , 9.84848485,\n", " 10.1010101 , 10.35353535, 10.60606061, 10.85858586])}}\n", "{'dmm_v1': {'dmm_v1': array([5.09018204, 4.63105405, 4.42728866, 4.38829264, 4.22625556,\n", " 3.82653766, 3.67129649, 3.34695112, 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8.58585859,\n", " 8.83838384, 9.09090909, 9.34343434, 9.5959596 , 9.84848485,\n", " 10.1010101 , 10.35353535, 10.60606061, 10.85858586, 11.11111111,\n", " 11.36363636, 11.61616162, 11.86868687, 12.12121212])}}\n", "{'dmm_v1': {'dmm_v1': array([5.09018204, 4.63105405, 4.42728866, 4.38829264, 4.22625556,\n", " 3.82653766, 3.67129649, 3.34695112, 3.40300734, 3.21666924,\n", " 3.10543365, 2.83800252, 2.88099671, 2.6835489 , 2.46641422,\n", " 2.40653038, 2.26613887, 2.02905696, 1.88625026, 2.1919164 ,\n", " 1.77698013, 1.74489802, 1.62200398, 1.60651668, 1.34105113,\n", " 1.34898369, 1.27445697, 1.36462193, 1.03507652, 1.24241502,\n", " 1.14786241, 0.70820501, 1.00223568, 1.03322718, 0.84584845,\n", " 0.75458588, 0.7183519 , 0.77026242, 0.87493324, 0.74312331,\n", " 0.70260914, 0.51703849, 0.63249996, 0.55123235, 0.54686047,\n", " 0.45702373, 0.34336841, 0.39462052, 0.42183136, 0.34064474,\n", " 0.19263888, 0.33376233, 0.40571299, 0.30248277]), 'dac_ch1': array([ 0. , 0.25252525, 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2.40653038, 2.26613887, 2.02905696, 1.88625026, 2.1919164 ,\n", " 1.77698013, 1.74489802, 1.62200398, 1.60651668, 1.34105113,\n", " 1.34898369, 1.27445697, 1.36462193, 1.03507652, 1.24241502,\n", " 1.14786241, 0.70820501, 1.00223568, 1.03322718, 0.84584845,\n", " 0.75458588, 0.7183519 , 0.77026242, 0.87493324, 0.74312331,\n", " 0.70260914, 0.51703849, 0.63249996, 0.55123235, 0.54686047,\n", " 0.45702373, 0.34336841, 0.39462052, 0.42183136, 0.34064474,\n", " 0.19263888, 0.33376233, 0.40571299, 0.30248277, 0.38082725,\n", " 0.38076513, 0.36496263, 0.36835082, 0.23406347]), 'dac_ch1': array([ 0. , 0.25252525, 0.50505051, 0.75757576, 1.01010101,\n", " 1.26262626, 1.51515152, 1.76767677, 2.02020202, 2.27272727,\n", " 2.52525253, 2.77777778, 3.03030303, 3.28282828, 3.53535354,\n", " 3.78787879, 4.04040404, 4.29292929, 4.54545455, 4.7979798 ,\n", " 5.05050505, 5.3030303 , 5.55555556, 5.80808081, 6.06060606,\n", " 6.31313131, 6.56565657, 6.81818182, 7.07070707, 7.32323232,\n", " 7.57575758, 7.82828283, 8.08080808, 8.33333333, 8.58585859,\n", " 8.83838384, 9.09090909, 9.34343434, 9.5959596 , 9.84848485,\n", " 10.1010101 , 10.35353535, 10.60606061, 10.85858586, 11.11111111,\n", " 11.36363636, 11.61616162, 11.86868687, 12.12121212, 12.37373737,\n", " 12.62626263, 12.87878788, 13.13131313, 13.38383838, 13.63636364,\n", " 13.88888889, 14.14141414, 14.39393939, 14.64646465])}}\n", "{'dmm_v1': {'dmm_v1': array([5.09018204, 4.63105405, 4.42728866, 4.38829264, 4.22625556,\n", " 3.82653766, 3.67129649, 3.34695112, 3.40300734, 3.21666924,\n", " 3.10543365, 2.83800252, 2.88099671, 2.6835489 , 2.46641422,\n", " 2.40653038, 2.26613887, 2.02905696, 1.88625026, 2.1919164 ,\n", " 1.77698013, 1.74489802, 1.62200398, 1.60651668, 1.34105113,\n", " 1.34898369, 1.27445697, 1.36462193, 1.03507652, 1.24241502,\n", " 1.14786241, 0.70820501, 1.00223568, 1.03322718, 0.84584845,\n", " 0.75458588, 0.7183519 , 0.77026242, 0.87493324, 0.74312331,\n", " 0.70260914, 0.51703849, 0.63249996, 0.55123235, 0.54686047,\n", " 0.45702373, 0.34336841, 0.39462052, 0.42183136, 0.34064474,\n", " 0.19263888, 0.33376233, 0.40571299, 0.30248277, 0.38082725,\n", " 0.38076513, 0.36496263, 0.36835082, 0.23406347, 0.1774725 ,\n", " 0.20164293, 0.08147221, 0.19006361, 0.27811192]), 'dac_ch1': array([ 0. , 0.25252525, 0.50505051, 0.75757576, 1.01010101,\n", " 1.26262626, 1.51515152, 1.76767677, 2.02020202, 2.27272727,\n", " 2.52525253, 2.77777778, 3.03030303, 3.28282828, 3.53535354,\n", " 3.78787879, 4.04040404, 4.29292929, 4.54545455, 4.7979798 ,\n", " 5.05050505, 5.3030303 , 5.55555556, 5.80808081, 6.06060606,\n", " 6.31313131, 6.56565657, 6.81818182, 7.07070707, 7.32323232,\n", " 7.57575758, 7.82828283, 8.08080808, 8.33333333, 8.58585859,\n", " 8.83838384, 9.09090909, 9.34343434, 9.5959596 , 9.84848485,\n", " 10.1010101 , 10.35353535, 10.60606061, 10.85858586, 11.11111111,\n", " 11.36363636, 11.61616162, 11.86868687, 12.12121212, 12.37373737,\n", " 12.62626263, 12.87878788, 13.13131313, 13.38383838, 13.63636364,\n", " 13.88888889, 14.14141414, 14.39393939, 14.64646465, 14.8989899 ,\n", " 15.15151515, 15.4040404 , 15.65656566, 15.90909091])}}\n", "{'dmm_v1': {'dmm_v1': array([5.09018204e+00, 4.63105405e+00, 4.42728866e+00, 4.38829264e+00,\n", " 4.22625556e+00, 3.82653766e+00, 3.67129649e+00, 3.34695112e+00,\n", " 3.40300734e+00, 3.21666924e+00, 3.10543365e+00, 2.83800252e+00,\n", " 2.88099671e+00, 2.68354890e+00, 2.46641422e+00, 2.40653038e+00,\n", " 2.26613887e+00, 2.02905696e+00, 1.88625026e+00, 2.19191640e+00,\n", " 1.77698013e+00, 1.74489802e+00, 1.62200398e+00, 1.60651668e+00,\n", " 1.34105113e+00, 1.34898369e+00, 1.27445697e+00, 1.36462193e+00,\n", " 1.03507652e+00, 1.24241502e+00, 1.14786241e+00, 7.08205010e-01,\n", " 1.00223568e+00, 1.03322718e+00, 8.45848447e-01, 7.54585884e-01,\n", " 7.18351898e-01, 7.70262423e-01, 8.74933242e-01, 7.43123311e-01,\n", " 7.02609142e-01, 5.17038488e-01, 6.32499960e-01, 5.51232346e-01,\n", " 5.46860465e-01, 4.57023732e-01, 3.43368411e-01, 3.94620518e-01,\n", " 4.21831359e-01, 3.40644737e-01, 1.92638882e-01, 3.33762328e-01,\n", " 4.05712990e-01, 3.02482773e-01, 3.80827248e-01, 3.80765125e-01,\n", " 3.64962625e-01, 3.68350820e-01, 2.34063467e-01, 1.77472496e-01,\n", " 2.01642930e-01, 8.14722053e-02, 1.90063612e-01, 2.78111925e-01,\n", " 7.63892972e-02, 1.94479267e-01, 8.01744167e-02, 7.59798796e-02,\n", " 1.79640524e-03]), 'dac_ch1': array([ 0. , 0.25252525, 0.50505051, 0.75757576, 1.01010101,\n", " 1.26262626, 1.51515152, 1.76767677, 2.02020202, 2.27272727,\n", " 2.52525253, 2.77777778, 3.03030303, 3.28282828, 3.53535354,\n", " 3.78787879, 4.04040404, 4.29292929, 4.54545455, 4.7979798 ,\n", " 5.05050505, 5.3030303 , 5.55555556, 5.80808081, 6.06060606,\n", " 6.31313131, 6.56565657, 6.81818182, 7.07070707, 7.32323232,\n", " 7.57575758, 7.82828283, 8.08080808, 8.33333333, 8.58585859,\n", " 8.83838384, 9.09090909, 9.34343434, 9.5959596 , 9.84848485,\n", " 10.1010101 , 10.35353535, 10.60606061, 10.85858586, 11.11111111,\n", " 11.36363636, 11.61616162, 11.86868687, 12.12121212, 12.37373737,\n", " 12.62626263, 12.87878788, 13.13131313, 13.38383838, 13.63636364,\n", " 13.88888889, 14.14141414, 14.39393939, 14.64646465, 14.8989899 ,\n", " 15.15151515, 15.4040404 , 15.65656566, 15.90909091, 16.16161616,\n", " 16.41414141, 16.66666667, 16.91919192, 17.17171717])}}\n", "{'dmm_v1': {'dmm_v1': array([5.09018204e+00, 4.63105405e+00, 4.42728866e+00, 4.38829264e+00,\n", " 4.22625556e+00, 3.82653766e+00, 3.67129649e+00, 3.34695112e+00,\n", " 3.40300734e+00, 3.21666924e+00, 3.10543365e+00, 2.83800252e+00,\n", " 2.88099671e+00, 2.68354890e+00, 2.46641422e+00, 2.40653038e+00,\n", " 2.26613887e+00, 2.02905696e+00, 1.88625026e+00, 2.19191640e+00,\n", " 1.77698013e+00, 1.74489802e+00, 1.62200398e+00, 1.60651668e+00,\n", " 1.34105113e+00, 1.34898369e+00, 1.27445697e+00, 1.36462193e+00,\n", " 1.03507652e+00, 1.24241502e+00, 1.14786241e+00, 7.08205010e-01,\n", " 1.00223568e+00, 1.03322718e+00, 8.45848447e-01, 7.54585884e-01,\n", " 7.18351898e-01, 7.70262423e-01, 8.74933242e-01, 7.43123311e-01,\n", " 7.02609142e-01, 5.17038488e-01, 6.32499960e-01, 5.51232346e-01,\n", " 5.46860465e-01, 4.57023732e-01, 3.43368411e-01, 3.94620518e-01,\n", " 4.21831359e-01, 3.40644737e-01, 1.92638882e-01, 3.33762328e-01,\n", " 4.05712990e-01, 3.02482773e-01, 3.80827248e-01, 3.80765125e-01,\n", " 3.64962625e-01, 3.68350820e-01, 2.34063467e-01, 1.77472496e-01,\n", " 2.01642930e-01, 8.14722053e-02, 1.90063612e-01, 2.78111925e-01,\n", " 7.63892972e-02, 1.94479267e-01, 8.01744167e-02, 7.59798796e-02,\n", " 1.79640524e-03, 4.91518425e-02, 3.31965049e-02, 2.04110616e-01,\n", " 2.77579567e-01, 3.77598384e-02]), 'dac_ch1': array([ 0. , 0.25252525, 0.50505051, 0.75757576, 1.01010101,\n", " 1.26262626, 1.51515152, 1.76767677, 2.02020202, 2.27272727,\n", " 2.52525253, 2.77777778, 3.03030303, 3.28282828, 3.53535354,\n", " 3.78787879, 4.04040404, 4.29292929, 4.54545455, 4.7979798 ,\n", " 5.05050505, 5.3030303 , 5.55555556, 5.80808081, 6.06060606,\n", " 6.31313131, 6.56565657, 6.81818182, 7.07070707, 7.32323232,\n", " 7.57575758, 7.82828283, 8.08080808, 8.33333333, 8.58585859,\n", " 8.83838384, 9.09090909, 9.34343434, 9.5959596 , 9.84848485,\n", " 10.1010101 , 10.35353535, 10.60606061, 10.85858586, 11.11111111,\n", " 11.36363636, 11.61616162, 11.86868687, 12.12121212, 12.37373737,\n", " 12.62626263, 12.87878788, 13.13131313, 13.38383838, 13.63636364,\n", " 13.88888889, 14.14141414, 14.39393939, 14.64646465, 14.8989899 ,\n", " 15.15151515, 15.4040404 , 15.65656566, 15.90909091, 16.16161616,\n", " 16.41414141, 16.66666667, 16.91919192, 17.17171717, 17.42424242,\n", " 17.67676768, 17.92929293, 18.18181818, 18.43434343])}}\n", "{'dmm_v1': {'dmm_v1': array([ 5.09018204e+00, 4.63105405e+00, 4.42728866e+00, 4.38829264e+00,\n", " 4.22625556e+00, 3.82653766e+00, 3.67129649e+00, 3.34695112e+00,\n", " 3.40300734e+00, 3.21666924e+00, 3.10543365e+00, 2.83800252e+00,\n", " 2.88099671e+00, 2.68354890e+00, 2.46641422e+00, 2.40653038e+00,\n", " 2.26613887e+00, 2.02905696e+00, 1.88625026e+00, 2.19191640e+00,\n", " 1.77698013e+00, 1.74489802e+00, 1.62200398e+00, 1.60651668e+00,\n", " 1.34105113e+00, 1.34898369e+00, 1.27445697e+00, 1.36462193e+00,\n", " 1.03507652e+00, 1.24241502e+00, 1.14786241e+00, 7.08205010e-01,\n", " 1.00223568e+00, 1.03322718e+00, 8.45848447e-01, 7.54585884e-01,\n", " 7.18351898e-01, 7.70262423e-01, 8.74933242e-01, 7.43123311e-01,\n", " 7.02609142e-01, 5.17038488e-01, 6.32499960e-01, 5.51232346e-01,\n", " 5.46860465e-01, 4.57023732e-01, 3.43368411e-01, 3.94620518e-01,\n", " 4.21831359e-01, 3.40644737e-01, 1.92638882e-01, 3.33762328e-01,\n", " 4.05712990e-01, 3.02482773e-01, 3.80827248e-01, 3.80765125e-01,\n", " 3.64962625e-01, 3.68350820e-01, 2.34063467e-01, 1.77472496e-01,\n", " 2.01642930e-01, 8.14722053e-02, 1.90063612e-01, 2.78111925e-01,\n", " 7.63892972e-02, 1.94479267e-01, 8.01744167e-02, 7.59798796e-02,\n", " 1.79640524e-03, 4.91518425e-02, 3.31965049e-02, 2.04110616e-01,\n", " 2.77579567e-01, 3.77598384e-02, -4.87514711e-02, 7.07750349e-02,\n", " 3.92361083e-02, 9.63022559e-02, 4.22623356e-02]), 'dac_ch1': array([ 0. , 0.25252525, 0.50505051, 0.75757576, 1.01010101,\n", " 1.26262626, 1.51515152, 1.76767677, 2.02020202, 2.27272727,\n", " 2.52525253, 2.77777778, 3.03030303, 3.28282828, 3.53535354,\n", " 3.78787879, 4.04040404, 4.29292929, 4.54545455, 4.7979798 ,\n", " 5.05050505, 5.3030303 , 5.55555556, 5.80808081, 6.06060606,\n", " 6.31313131, 6.56565657, 6.81818182, 7.07070707, 7.32323232,\n", " 7.57575758, 7.82828283, 8.08080808, 8.33333333, 8.58585859,\n", " 8.83838384, 9.09090909, 9.34343434, 9.5959596 , 9.84848485,\n", " 10.1010101 , 10.35353535, 10.60606061, 10.85858586, 11.11111111,\n", " 11.36363636, 11.61616162, 11.86868687, 12.12121212, 12.37373737,\n", " 12.62626263, 12.87878788, 13.13131313, 13.38383838, 13.63636364,\n", " 13.88888889, 14.14141414, 14.39393939, 14.64646465, 14.8989899 ,\n", " 15.15151515, 15.4040404 , 15.65656566, 15.90909091, 16.16161616,\n", " 16.41414141, 16.66666667, 16.91919192, 17.17171717, 17.42424242,\n", " 17.67676768, 17.92929293, 18.18181818, 18.43434343, 18.68686869,\n", " 18.93939394, 19.19191919, 19.44444444, 19.6969697 ])}}\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "{'dmm_v1': {'dmm_v1': array([ 5.09018204e+00, 4.63105405e+00, 4.42728866e+00, 4.38829264e+00,\n", " 4.22625556e+00, 3.82653766e+00, 3.67129649e+00, 3.34695112e+00,\n", " 3.40300734e+00, 3.21666924e+00, 3.10543365e+00, 2.83800252e+00,\n", " 2.88099671e+00, 2.68354890e+00, 2.46641422e+00, 2.40653038e+00,\n", " 2.26613887e+00, 2.02905696e+00, 1.88625026e+00, 2.19191640e+00,\n", " 1.77698013e+00, 1.74489802e+00, 1.62200398e+00, 1.60651668e+00,\n", " 1.34105113e+00, 1.34898369e+00, 1.27445697e+00, 1.36462193e+00,\n", " 1.03507652e+00, 1.24241502e+00, 1.14786241e+00, 7.08205010e-01,\n", " 1.00223568e+00, 1.03322718e+00, 8.45848447e-01, 7.54585884e-01,\n", " 7.18351898e-01, 7.70262423e-01, 8.74933242e-01, 7.43123311e-01,\n", " 7.02609142e-01, 5.17038488e-01, 6.32499960e-01, 5.51232346e-01,\n", " 5.46860465e-01, 4.57023732e-01, 3.43368411e-01, 3.94620518e-01,\n", " 4.21831359e-01, 3.40644737e-01, 1.92638882e-01, 3.33762328e-01,\n", " 4.05712990e-01, 3.02482773e-01, 3.80827248e-01, 3.80765125e-01,\n", " 3.64962625e-01, 3.68350820e-01, 2.34063467e-01, 1.77472496e-01,\n", " 2.01642930e-01, 8.14722053e-02, 1.90063612e-01, 2.78111925e-01,\n", " 7.63892972e-02, 1.94479267e-01, 8.01744167e-02, 7.59798796e-02,\n", " 1.79640524e-03, 4.91518425e-02, 3.31965049e-02, 2.04110616e-01,\n", " 2.77579567e-01, 3.77598384e-02, -4.87514711e-02, 7.07750349e-02,\n", " 3.92361083e-02, 9.63022559e-02, 4.22623356e-02, 1.01317360e-01,\n", " 2.59996578e-01, 8.26043027e-02, 5.08969423e-02, 5.08602072e-02]), 'dac_ch1': array([ 0. , 0.25252525, 0.50505051, 0.75757576, 1.01010101,\n", " 1.26262626, 1.51515152, 1.76767677, 2.02020202, 2.27272727,\n", " 2.52525253, 2.77777778, 3.03030303, 3.28282828, 3.53535354,\n", " 3.78787879, 4.04040404, 4.29292929, 4.54545455, 4.7979798 ,\n", " 5.05050505, 5.3030303 , 5.55555556, 5.80808081, 6.06060606,\n", " 6.31313131, 6.56565657, 6.81818182, 7.07070707, 7.32323232,\n", " 7.57575758, 7.82828283, 8.08080808, 8.33333333, 8.58585859,\n", " 8.83838384, 9.09090909, 9.34343434, 9.5959596 , 9.84848485,\n", " 10.1010101 , 10.35353535, 10.60606061, 10.85858586, 11.11111111,\n", " 11.36363636, 11.61616162, 11.86868687, 12.12121212, 12.37373737,\n", " 12.62626263, 12.87878788, 13.13131313, 13.38383838, 13.63636364,\n", " 13.88888889, 14.14141414, 14.39393939, 14.64646465, 14.8989899 ,\n", " 15.15151515, 15.4040404 , 15.65656566, 15.90909091, 16.16161616,\n", " 16.41414141, 16.66666667, 16.91919192, 17.17171717, 17.42424242,\n", " 17.67676768, 17.92929293, 18.18181818, 18.43434343, 18.68686869,\n", " 18.93939394, 19.19191919, 19.44444444, 19.6969697 , 19.94949495,\n", " 20.2020202 , 20.45454545, 20.70707071, 20.95959596])}}\n", "{'dmm_v1': {'dmm_v1': array([ 5.09018204e+00, 4.63105405e+00, 4.42728866e+00, 4.38829264e+00,\n", " 4.22625556e+00, 3.82653766e+00, 3.67129649e+00, 3.34695112e+00,\n", " 3.40300734e+00, 3.21666924e+00, 3.10543365e+00, 2.83800252e+00,\n", " 2.88099671e+00, 2.68354890e+00, 2.46641422e+00, 2.40653038e+00,\n", " 2.26613887e+00, 2.02905696e+00, 1.88625026e+00, 2.19191640e+00,\n", " 1.77698013e+00, 1.74489802e+00, 1.62200398e+00, 1.60651668e+00,\n", " 1.34105113e+00, 1.34898369e+00, 1.27445697e+00, 1.36462193e+00,\n", " 1.03507652e+00, 1.24241502e+00, 1.14786241e+00, 7.08205010e-01,\n", " 1.00223568e+00, 1.03322718e+00, 8.45848447e-01, 7.54585884e-01,\n", " 7.18351898e-01, 7.70262423e-01, 8.74933242e-01, 7.43123311e-01,\n", " 7.02609142e-01, 5.17038488e-01, 6.32499960e-01, 5.51232346e-01,\n", " 5.46860465e-01, 4.57023732e-01, 3.43368411e-01, 3.94620518e-01,\n", " 4.21831359e-01, 3.40644737e-01, 1.92638882e-01, 3.33762328e-01,\n", " 4.05712990e-01, 3.02482773e-01, 3.80827248e-01, 3.80765125e-01,\n", " 3.64962625e-01, 3.68350820e-01, 2.34063467e-01, 1.77472496e-01,\n", " 2.01642930e-01, 8.14722053e-02, 1.90063612e-01, 2.78111925e-01,\n", " 7.63892972e-02, 1.94479267e-01, 8.01744167e-02, 7.59798796e-02,\n", " 1.79640524e-03, 4.91518425e-02, 3.31965049e-02, 2.04110616e-01,\n", " 2.77579567e-01, 3.77598384e-02, -4.87514711e-02, 7.07750349e-02,\n", " 3.92361083e-02, 9.63022559e-02, 4.22623356e-02, 1.01317360e-01,\n", " 2.59996578e-01, 8.26043027e-02, 5.08969423e-02, 5.08602072e-02,\n", " 1.75200177e-01, 1.04186273e-01, -9.93148538e-02, -7.89883156e-02,\n", " 4.67718832e-02]), 'dac_ch1': array([ 0. , 0.25252525, 0.50505051, 0.75757576, 1.01010101,\n", " 1.26262626, 1.51515152, 1.76767677, 2.02020202, 2.27272727,\n", " 2.52525253, 2.77777778, 3.03030303, 3.28282828, 3.53535354,\n", " 3.78787879, 4.04040404, 4.29292929, 4.54545455, 4.7979798 ,\n", " 5.05050505, 5.3030303 , 5.55555556, 5.80808081, 6.06060606,\n", " 6.31313131, 6.56565657, 6.81818182, 7.07070707, 7.32323232,\n", " 7.57575758, 7.82828283, 8.08080808, 8.33333333, 8.58585859,\n", " 8.83838384, 9.09090909, 9.34343434, 9.5959596 , 9.84848485,\n", " 10.1010101 , 10.35353535, 10.60606061, 10.85858586, 11.11111111,\n", " 11.36363636, 11.61616162, 11.86868687, 12.12121212, 12.37373737,\n", " 12.62626263, 12.87878788, 13.13131313, 13.38383838, 13.63636364,\n", " 13.88888889, 14.14141414, 14.39393939, 14.64646465, 14.8989899 ,\n", " 15.15151515, 15.4040404 , 15.65656566, 15.90909091, 16.16161616,\n", " 16.41414141, 16.66666667, 16.91919192, 17.17171717, 17.42424242,\n", " 17.67676768, 17.92929293, 18.18181818, 18.43434343, 18.68686869,\n", " 18.93939394, 19.19191919, 19.44444444, 19.6969697 , 19.94949495,\n", " 20.2020202 , 20.45454545, 20.70707071, 20.95959596, 21.21212121,\n", " 21.46464646, 21.71717172, 21.96969697, 22.22222222])}}\n", "{'dmm_v1': {'dmm_v1': array([ 5.09018204e+00, 4.63105405e+00, 4.42728866e+00, 4.38829264e+00,\n", " 4.22625556e+00, 3.82653766e+00, 3.67129649e+00, 3.34695112e+00,\n", " 3.40300734e+00, 3.21666924e+00, 3.10543365e+00, 2.83800252e+00,\n", " 2.88099671e+00, 2.68354890e+00, 2.46641422e+00, 2.40653038e+00,\n", " 2.26613887e+00, 2.02905696e+00, 1.88625026e+00, 2.19191640e+00,\n", " 1.77698013e+00, 1.74489802e+00, 1.62200398e+00, 1.60651668e+00,\n", " 1.34105113e+00, 1.34898369e+00, 1.27445697e+00, 1.36462193e+00,\n", " 1.03507652e+00, 1.24241502e+00, 1.14786241e+00, 7.08205010e-01,\n", " 1.00223568e+00, 1.03322718e+00, 8.45848447e-01, 7.54585884e-01,\n", " 7.18351898e-01, 7.70262423e-01, 8.74933242e-01, 7.43123311e-01,\n", " 7.02609142e-01, 5.17038488e-01, 6.32499960e-01, 5.51232346e-01,\n", " 5.46860465e-01, 4.57023732e-01, 3.43368411e-01, 3.94620518e-01,\n", " 4.21831359e-01, 3.40644737e-01, 1.92638882e-01, 3.33762328e-01,\n", " 4.05712990e-01, 3.02482773e-01, 3.80827248e-01, 3.80765125e-01,\n", " 3.64962625e-01, 3.68350820e-01, 2.34063467e-01, 1.77472496e-01,\n", " 2.01642930e-01, 8.14722053e-02, 1.90063612e-01, 2.78111925e-01,\n", " 7.63892972e-02, 1.94479267e-01, 8.01744167e-02, 7.59798796e-02,\n", " 1.79640524e-03, 4.91518425e-02, 3.31965049e-02, 2.04110616e-01,\n", " 2.77579567e-01, 3.77598384e-02, -4.87514711e-02, 7.07750349e-02,\n", " 3.92361083e-02, 9.63022559e-02, 4.22623356e-02, 1.01317360e-01,\n", " 2.59996578e-01, 8.26043027e-02, 5.08969423e-02, 5.08602072e-02,\n", " 1.75200177e-01, 1.04186273e-01, -9.93148538e-02, -7.89883156e-02,\n", " 4.67718832e-02, 2.30729507e-01, 1.07824779e-01, -6.21695672e-02,\n", " 9.31542864e-02, 1.26643167e-01]), 'dac_ch1': array([ 0. , 0.25252525, 0.50505051, 0.75757576, 1.01010101,\n", " 1.26262626, 1.51515152, 1.76767677, 2.02020202, 2.27272727,\n", " 2.52525253, 2.77777778, 3.03030303, 3.28282828, 3.53535354,\n", " 3.78787879, 4.04040404, 4.29292929, 4.54545455, 4.7979798 ,\n", " 5.05050505, 5.3030303 , 5.55555556, 5.80808081, 6.06060606,\n", " 6.31313131, 6.56565657, 6.81818182, 7.07070707, 7.32323232,\n", " 7.57575758, 7.82828283, 8.08080808, 8.33333333, 8.58585859,\n", " 8.83838384, 9.09090909, 9.34343434, 9.5959596 , 9.84848485,\n", " 10.1010101 , 10.35353535, 10.60606061, 10.85858586, 11.11111111,\n", " 11.36363636, 11.61616162, 11.86868687, 12.12121212, 12.37373737,\n", " 12.62626263, 12.87878788, 13.13131313, 13.38383838, 13.63636364,\n", " 13.88888889, 14.14141414, 14.39393939, 14.64646465, 14.8989899 ,\n", " 15.15151515, 15.4040404 , 15.65656566, 15.90909091, 16.16161616,\n", " 16.41414141, 16.66666667, 16.91919192, 17.17171717, 17.42424242,\n", " 17.67676768, 17.92929293, 18.18181818, 18.43434343, 18.68686869,\n", " 18.93939394, 19.19191919, 19.44444444, 19.6969697 , 19.94949495,\n", " 20.2020202 , 20.45454545, 20.70707071, 20.95959596, 21.21212121,\n", " 21.46464646, 21.71717172, 21.96969697, 22.22222222, 22.47474747,\n", " 22.72727273, 22.97979798, 23.23232323, 23.48484848])}}\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "{'dmm_v1': {'dmm_v1': array([ 5.09018204e+00, 4.63105405e+00, 4.42728866e+00, 4.38829264e+00,\n", " 4.22625556e+00, 3.82653766e+00, 3.67129649e+00, 3.34695112e+00,\n", " 3.40300734e+00, 3.21666924e+00, 3.10543365e+00, 2.83800252e+00,\n", " 2.88099671e+00, 2.68354890e+00, 2.46641422e+00, 2.40653038e+00,\n", " 2.26613887e+00, 2.02905696e+00, 1.88625026e+00, 2.19191640e+00,\n", " 1.77698013e+00, 1.74489802e+00, 1.62200398e+00, 1.60651668e+00,\n", " 1.34105113e+00, 1.34898369e+00, 1.27445697e+00, 1.36462193e+00,\n", " 1.03507652e+00, 1.24241502e+00, 1.14786241e+00, 7.08205010e-01,\n", " 1.00223568e+00, 1.03322718e+00, 8.45848447e-01, 7.54585884e-01,\n", " 7.18351898e-01, 7.70262423e-01, 8.74933242e-01, 7.43123311e-01,\n", " 7.02609142e-01, 5.17038488e-01, 6.32499960e-01, 5.51232346e-01,\n", " 5.46860465e-01, 4.57023732e-01, 3.43368411e-01, 3.94620518e-01,\n", " 4.21831359e-01, 3.40644737e-01, 1.92638882e-01, 3.33762328e-01,\n", " 4.05712990e-01, 3.02482773e-01, 3.80827248e-01, 3.80765125e-01,\n", " 3.64962625e-01, 3.68350820e-01, 2.34063467e-01, 1.77472496e-01,\n", " 2.01642930e-01, 8.14722053e-02, 1.90063612e-01, 2.78111925e-01,\n", " 7.63892972e-02, 1.94479267e-01, 8.01744167e-02, 7.59798796e-02,\n", " 1.79640524e-03, 4.91518425e-02, 3.31965049e-02, 2.04110616e-01,\n", " 2.77579567e-01, 3.77598384e-02, -4.87514711e-02, 7.07750349e-02,\n", " 3.92361083e-02, 9.63022559e-02, 4.22623356e-02, 1.01317360e-01,\n", " 2.59996578e-01, 8.26043027e-02, 5.08969423e-02, 5.08602072e-02,\n", " 1.75200177e-01, 1.04186273e-01, -9.93148538e-02, -7.89883156e-02,\n", " 4.67718832e-02, 2.30729507e-01, 1.07824779e-01, -6.21695672e-02,\n", " 9.31542864e-02, 1.26643167e-01, 1.39736772e-01, -1.04234412e-01,\n", " -1.24168823e-02, 1.54129210e-02, 7.51947885e-02]), 'dac_ch1': array([ 0. , 0.25252525, 0.50505051, 0.75757576, 1.01010101,\n", " 1.26262626, 1.51515152, 1.76767677, 2.02020202, 2.27272727,\n", " 2.52525253, 2.77777778, 3.03030303, 3.28282828, 3.53535354,\n", " 3.78787879, 4.04040404, 4.29292929, 4.54545455, 4.7979798 ,\n", " 5.05050505, 5.3030303 , 5.55555556, 5.80808081, 6.06060606,\n", " 6.31313131, 6.56565657, 6.81818182, 7.07070707, 7.32323232,\n", " 7.57575758, 7.82828283, 8.08080808, 8.33333333, 8.58585859,\n", " 8.83838384, 9.09090909, 9.34343434, 9.5959596 , 9.84848485,\n", " 10.1010101 , 10.35353535, 10.60606061, 10.85858586, 11.11111111,\n", " 11.36363636, 11.61616162, 11.86868687, 12.12121212, 12.37373737,\n", " 12.62626263, 12.87878788, 13.13131313, 13.38383838, 13.63636364,\n", " 13.88888889, 14.14141414, 14.39393939, 14.64646465, 14.8989899 ,\n", " 15.15151515, 15.4040404 , 15.65656566, 15.90909091, 16.16161616,\n", " 16.41414141, 16.66666667, 16.91919192, 17.17171717, 17.42424242,\n", " 17.67676768, 17.92929293, 18.18181818, 18.43434343, 18.68686869,\n", " 18.93939394, 19.19191919, 19.44444444, 19.6969697 , 19.94949495,\n", " 20.2020202 , 20.45454545, 20.70707071, 20.95959596, 21.21212121,\n", " 21.46464646, 21.71717172, 21.96969697, 22.22222222, 22.47474747,\n", " 22.72727273, 22.97979798, 23.23232323, 23.48484848, 23.73737374,\n", " 23.98989899, 24.24242424, 24.49494949, 24.74747475])}}\n", "{'dmm_v1': {'dmm_v1': array([ 5.09018204e+00, 4.63105405e+00, 4.42728866e+00, 4.38829264e+00,\n", " 4.22625556e+00, 3.82653766e+00, 3.67129649e+00, 3.34695112e+00,\n", " 3.40300734e+00, 3.21666924e+00, 3.10543365e+00, 2.83800252e+00,\n", " 2.88099671e+00, 2.68354890e+00, 2.46641422e+00, 2.40653038e+00,\n", " 2.26613887e+00, 2.02905696e+00, 1.88625026e+00, 2.19191640e+00,\n", " 1.77698013e+00, 1.74489802e+00, 1.62200398e+00, 1.60651668e+00,\n", " 1.34105113e+00, 1.34898369e+00, 1.27445697e+00, 1.36462193e+00,\n", " 1.03507652e+00, 1.24241502e+00, 1.14786241e+00, 7.08205010e-01,\n", " 1.00223568e+00, 1.03322718e+00, 8.45848447e-01, 7.54585884e-01,\n", " 7.18351898e-01, 7.70262423e-01, 8.74933242e-01, 7.43123311e-01,\n", " 7.02609142e-01, 5.17038488e-01, 6.32499960e-01, 5.51232346e-01,\n", " 5.46860465e-01, 4.57023732e-01, 3.43368411e-01, 3.94620518e-01,\n", " 4.21831359e-01, 3.40644737e-01, 1.92638882e-01, 3.33762328e-01,\n", " 4.05712990e-01, 3.02482773e-01, 3.80827248e-01, 3.80765125e-01,\n", " 3.64962625e-01, 3.68350820e-01, 2.34063467e-01, 1.77472496e-01,\n", " 2.01642930e-01, 8.14722053e-02, 1.90063612e-01, 2.78111925e-01,\n", " 7.63892972e-02, 1.94479267e-01, 8.01744167e-02, 7.59798796e-02,\n", " 1.79640524e-03, 4.91518425e-02, 3.31965049e-02, 2.04110616e-01,\n", " 2.77579567e-01, 3.77598384e-02, -4.87514711e-02, 7.07750349e-02,\n", " 3.92361083e-02, 9.63022559e-02, 4.22623356e-02, 1.01317360e-01,\n", " 2.59996578e-01, 8.26043027e-02, 5.08969423e-02, 5.08602072e-02,\n", " 1.75200177e-01, 1.04186273e-01, -9.93148538e-02, -7.89883156e-02,\n", " 4.67718832e-02, 2.30729507e-01, 1.07824779e-01, -6.21695672e-02,\n", " 9.31542864e-02, 1.26643167e-01, 1.39736772e-01, -1.04234412e-01,\n", " -1.24168823e-02, 1.54129210e-02, 7.51947885e-02, 2.09858889e-02]), 'dac_ch1': array([ 0. , 0.25252525, 0.50505051, 0.75757576, 1.01010101,\n", " 1.26262626, 1.51515152, 1.76767677, 2.02020202, 2.27272727,\n", " 2.52525253, 2.77777778, 3.03030303, 3.28282828, 3.53535354,\n", " 3.78787879, 4.04040404, 4.29292929, 4.54545455, 4.7979798 ,\n", " 5.05050505, 5.3030303 , 5.55555556, 5.80808081, 6.06060606,\n", " 6.31313131, 6.56565657, 6.81818182, 7.07070707, 7.32323232,\n", " 7.57575758, 7.82828283, 8.08080808, 8.33333333, 8.58585859,\n", " 8.83838384, 9.09090909, 9.34343434, 9.5959596 , 9.84848485,\n", " 10.1010101 , 10.35353535, 10.60606061, 10.85858586, 11.11111111,\n", " 11.36363636, 11.61616162, 11.86868687, 12.12121212, 12.37373737,\n", " 12.62626263, 12.87878788, 13.13131313, 13.38383838, 13.63636364,\n", " 13.88888889, 14.14141414, 14.39393939, 14.64646465, 14.8989899 ,\n", " 15.15151515, 15.4040404 , 15.65656566, 15.90909091, 16.16161616,\n", " 16.41414141, 16.66666667, 16.91919192, 17.17171717, 17.42424242,\n", " 17.67676768, 17.92929293, 18.18181818, 18.43434343, 18.68686869,\n", " 18.93939394, 19.19191919, 19.44444444, 19.6969697 , 19.94949495,\n", " 20.2020202 , 20.45454545, 20.70707071, 20.95959596, 21.21212121,\n", " 21.46464646, 21.71717172, 21.96969697, 22.22222222, 22.47474747,\n", " 22.72727273, 22.97979798, 23.23232323, 23.48484848, 23.73737374,\n", " 23.98989899, 24.24242424, 24.49494949, 24.74747475, 25. ])}}\n" ] } ], "source": [ "while True:\n", " time.sleep(0.5)\n", " print(ds.cache.data())\n", " if ds.completed:\n", " break" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.7.7" }, "nbsphinx": { "execute": "never" } }, "nbformat": 4, "nbformat_minor": 2 }