From 8ea12b595772446980b5fe3fabd715adf0244284 Mon Sep 17 00:00:00 2001 From: misi9170 Date: Fri, 18 Oct 2024 14:17:17 -0600 Subject: [PATCH] Create inverse map on the fly only when convert_to_user_format is called. --- .../02_download_and_format_dataset.ipynb | 1363 ++++++++--------- flasc/flasc_dataframe.py | 10 +- 2 files changed, 678 insertions(+), 695 deletions(-) diff --git a/examples_smarteole/02_download_and_format_dataset.ipynb b/examples_smarteole/02_download_and_format_dataset.ipynb index 62ea19e5..961b062c 100644 --- a/examples_smarteole/02_download_and_format_dataset.ipynb +++ b/examples_smarteole/02_download_and_format_dataset.ipynb @@ -14,16 +14,7 @@ "cell_type": "code", "execution_count": 1, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/opt/anaconda3/envs/flasc-reqs/lib/python3.10/site-packages/pandas/core/computation/expressions.py:21: UserWarning: Pandas requires version '2.8.4' or newer of 'numexpr' (version '2.8.3' currently installed).\n", - " from pandas.core.computation.check import NUMEXPR_INSTALLED\n" - ] - } - ], + "outputs": [], "source": [ "import os\n", "from zipfile import ZipFile\n", @@ -198,681 +189,681 @@ "name": "stderr", "output_type": "stream", "text": [ - "\u001b[32m2024-10-16 12:41:32\u001b[0m Datatype 'datetime64[ns]' not recognized. Not downsampling.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column active_power_1_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 0.00012109374983992893\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column active_power_1_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 6.0546874919964466e-05\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column active_power_1_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 0.00012109374983992893\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column active_power_1_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 2.9785156243633537e-05\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column active_power_1_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column active_power_2_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 0.00012109374983992893\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column active_power_2_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 6.0546874919964466e-05\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column active_power_2_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 0.00012109374983992893\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column active_power_2_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 3.0273437459982233e-05\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column active_power_2_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column active_power_3_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 0.00011328124992360245\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column active_power_3_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 6.0546874919964466e-05\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column active_power_3_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 0.00012109374983992893\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column active_power_3_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 2.929687502728484e-05\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column active_power_3_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column active_power_4_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 0.00012109374983992893\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column active_power_4_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 6.0546874919964466e-05\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column active_power_4_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 0.00012109374983992893\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column active_power_4_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 3.0273437459982233e-05\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column active_power_4_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column active_power_5_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 0.00012109374983992893\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column active_power_5_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 6.0546874919964466e-05\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column active_power_5_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 0.00012109374983992893\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column active_power_5_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 3.3203124985448085e-05\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column active_power_5_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column active_power_6_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 0.00012109374983992893\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column active_power_6_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 0.00010156249982173904\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column active_power_6_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 0.00012109374983992893\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column active_power_6_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 3.0273437459982233e-05\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column active_power_6_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column active_power_7_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 0.00012109374983992893\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column active_power_7_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 6.0546874919964466e-05\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column active_power_7_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 0.00012109374983992893\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column active_power_7_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 2.9785156243633537e-05\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column active_power_7_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column blade_1_pitch_angle_1_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 3.784179682497779e-06\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column blade_1_pitch_angle_1_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 3.662109378410605e-06\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column blade_1_pitch_angle_1_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 3.662109378410605e-06\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column blade_1_pitch_angle_1_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 1.2817382781804554e-06\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column blade_1_pitch_angle_1_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column blade_1_pitch_angle_2_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 3.784179682497779e-06\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column blade_1_pitch_angle_2_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 3.662109378410605e-06\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column blade_1_pitch_angle_2_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 3.662109378410605e-06\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column blade_1_pitch_angle_2_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 1.8920898412488896e-06\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column blade_1_pitch_angle_2_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column blade_1_pitch_angle_3_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 3.784179682497779e-06\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column blade_1_pitch_angle_3_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 3.662109378410605e-06\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column blade_1_pitch_angle_3_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 3.662109378410605e-06\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column blade_1_pitch_angle_3_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 1.8005371060780817e-06\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column blade_1_pitch_angle_3_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column blade_1_pitch_angle_4_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 3.784179682497779e-06\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column blade_1_pitch_angle_4_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 3.662109378410605e-06\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column blade_1_pitch_angle_4_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 3.662109378410605e-06\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column blade_1_pitch_angle_4_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 1.6784667948854803e-06\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column blade_1_pitch_angle_4_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column blade_1_pitch_angle_5_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 3.784179682497779e-06\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column blade_1_pitch_angle_5_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 3.662109378410605e-06\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column blade_1_pitch_angle_5_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 3.662109378410605e-06\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column blade_1_pitch_angle_5_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 1.8005371060780817e-06\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column blade_1_pitch_angle_5_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column blade_1_pitch_angle_6_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 3.723144530454192e-06\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column blade_1_pitch_angle_6_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 3.662109378410605e-06\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column blade_1_pitch_angle_6_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 3.662109378410605e-06\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column blade_1_pitch_angle_6_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 1.861572265227096e-06\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column blade_1_pitch_angle_6_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column blade_1_pitch_angle_7_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 3.784179682497779e-06\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column blade_1_pitch_angle_7_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 3.662109378410605e-06\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column blade_1_pitch_angle_7_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 3.662109378410605e-06\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column blade_1_pitch_angle_7_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 1.7700195300562882e-06\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column blade_1_pitch_angle_7_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column wind_speed_1_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 9.460449206244448e-07\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column wind_speed_1_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 9.460449206244448e-07\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column wind_speed_1_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 9.460449206244448e-07\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column wind_speed_1_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 1.182556150780556e-07\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column wind_speed_1_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column wind_speed_2_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 9.460449206244448e-07\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column wind_speed_2_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 9.460449206244448e-07\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column wind_speed_2_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 9.460449206244448e-07\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column wind_speed_2_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 1.182556150780556e-07\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Column wind_speed_2_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:32\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_speed_3_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 9.460449206244448e-07\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_speed_3_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 9.30786132613548e-07\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_speed_3_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 9.460449206244448e-07\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_speed_3_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 1.182556150780556e-07\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_speed_3_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_speed_4_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 9.460449206244448e-07\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_speed_4_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 9.460449206244448e-07\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_speed_4_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 9.460449206244448e-07\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_speed_4_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 1.182556150780556e-07\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_speed_4_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_speed_5_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 9.460449206244448e-07\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_speed_5_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 9.460449206244448e-07\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_speed_5_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 9.460449206244448e-07\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_speed_5_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 2.2506713825976021e-07\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_speed_5_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_speed_6_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 9.460449206244448e-07\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_speed_6_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 9.460449206244448e-07\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_speed_6_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 9.460449206244448e-07\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_speed_6_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 1.182556150780556e-07\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_speed_6_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_speed_7_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 9.460449206244448e-07\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_speed_7_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 9.460449206244448e-07\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_speed_7_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 9.460449206244448e-07\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_speed_7_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 1.182556150780556e-07\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_speed_7_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column nacelle_position_1_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column nacelle_position_1_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column nacelle_position_1_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column nacelle_position_1_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 1.6174316428418933e-06\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column nacelle_position_1_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column nacelle_position_2_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column nacelle_position_2_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column nacelle_position_2_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column nacelle_position_2_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 4.730224603122224e-07\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column nacelle_position_2_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column nacelle_position_3_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column nacelle_position_3_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column nacelle_position_3_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column nacelle_position_3_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 9.460449206244448e-07\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column nacelle_position_3_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column nacelle_position_4_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column nacelle_position_4_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column nacelle_position_4_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column nacelle_position_4_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 3.2958984377273737e-06\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column nacelle_position_4_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column nacelle_position_5_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column nacelle_position_5_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column nacelle_position_5_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column nacelle_position_5_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 2.990722663298584e-06\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column nacelle_position_5_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column nacelle_position_6_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column nacelle_position_6_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column nacelle_position_6_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column nacelle_position_6_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 4.730224603122224e-07\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column nacelle_position_6_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column nacelle_position_7_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column nacelle_position_7_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column nacelle_position_7_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column nacelle_position_7_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 1.8310546892053026e-06\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column nacelle_position_7_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_vane_1_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 7.568359364995558e-06\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_vane_1_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 7.568359364995558e-06\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_vane_1_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 7.568359364995558e-06\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_vane_1_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 7.568359364995558e-06\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_vane_1_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_vane_2_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 7.568359364995558e-06\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_vane_2_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 7.568359364995558e-06\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_vane_2_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 7.568359364995558e-06\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_vane_2_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 7.446289060908384e-06\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_vane_2_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_vane_3_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 7.568359364995558e-06\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_vane_3_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 7.568359364995558e-06\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_vane_3_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 7.568359364995558e-06\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_vane_3_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 7.568359364995558e-06\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_vane_3_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_vane_4_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 7.568359364995558e-06\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_vane_4_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 7.568359364995558e-06\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_vane_4_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 7.568359364995558e-06\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_vane_4_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 7.568359364995558e-06\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_vane_4_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_vane_5_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 7.568359364995558e-06\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_vane_5_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 7.568359364995558e-06\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_vane_5_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 7.568359364995558e-06\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_vane_5_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 7.568359364995558e-06\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_vane_5_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:33\u001b[0m Column wind_vane_6_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 7.568359364995558e-06\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_vane_6_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 7.568359364995558e-06\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_vane_6_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 7.568359364995558e-06\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_vane_6_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 7.568359364995558e-06\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_vane_6_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_vane_7_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 7.568359364995558e-06\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_vane_7_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 7.568359364995558e-06\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_vane_7_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 7.568359364995558e-06\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_vane_7_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 7.568359364995558e-06\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_vane_7_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_direction_1_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_direction_1_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_direction_1_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_direction_1_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 3.784179682497779e-06\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_direction_1_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_direction_2_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_direction_2_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_direction_2_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_direction_2_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 3.723144530454192e-06\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_direction_2_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_direction_3_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_direction_3_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_direction_3_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_direction_3_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 3.784179682497779e-06\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_direction_3_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_direction_4_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_direction_4_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_direction_4_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_direction_4_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 3.784179682497779e-06\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_direction_4_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_direction_5_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_direction_5_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_direction_5_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_direction_5_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 3.784179682497779e-06\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_direction_5_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_direction_6_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_direction_6_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_direction_6_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_direction_6_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 3.723144530454192e-06\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_direction_6_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_direction_7_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_direction_7_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_direction_7_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_direction_7_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 3.784179682497779e-06\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column wind_direction_7_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column generator_speed_1_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 6.0546874919964466e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column generator_speed_1_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 6.0546874919964466e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column generator_speed_1_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 6.0546874919964466e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column generator_speed_1_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 1.9531250018189894e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column generator_speed_1_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column generator_speed_2_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 6.0546874919964466e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column generator_speed_2_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 6.0546874919964466e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column generator_speed_2_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 6.0546874919964466e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column generator_speed_2_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 2.3437499976353138e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column generator_speed_2_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column generator_speed_3_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 6.0546874919964466e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column generator_speed_3_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 6.0546874919964466e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column generator_speed_3_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 6.0546874919964466e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column generator_speed_3_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 2.4414062522737368e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column generator_speed_3_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column generator_speed_4_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 6.0546874919964466e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column generator_speed_4_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 6.0546874919964466e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column generator_speed_4_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 6.0546874919964466e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column generator_speed_4_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 2.5878906285470293e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column generator_speed_4_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column generator_speed_5_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 6.0546874919964466e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column generator_speed_5_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 6.0546874919964466e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column generator_speed_5_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 6.0546874919964466e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column generator_speed_5_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 2.6855468718167685e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column generator_speed_5_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column generator_speed_6_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 6.0546874919964466e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column generator_speed_6_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 6.0546874919964466e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column generator_speed_6_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 6.0546874919964466e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column generator_speed_6_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 2.7832031264551915e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column generator_speed_6_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column generator_speed_7_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 6.0546874919964466e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column generator_speed_7_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 6.0546874919964466e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column generator_speed_7_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 6.0546874919964466e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column generator_speed_7_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 2.9785156243633537e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column generator_speed_7_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column temperature_1_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 1.708984370907274e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column temperature_1_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 1.5258789076710855e-06\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column temperature_1_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 5.859375005456968e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column temperature_1_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 1.3427734359083843e-05\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column temperature_1_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column temperature_2_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 1.8005371060780817e-06\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column temperature_2_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 1.5258789076710855e-06\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column temperature_2_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 1.5258789076710855e-06\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column temperature_2_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 4.65393066306774e-07\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column temperature_2_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column temperature_3_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 1.861572265227096e-06\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column temperature_3_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 1.5258789076710855e-06\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column temperature_3_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 1.5258789076710855e-06\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column temperature_3_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 3.50952149119621e-07\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column temperature_3_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column temperature_4_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 1.8920898412488896e-06\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column temperature_4_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 1.5258789076710855e-06\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column temperature_4_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 4.6386718963731255e-06\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column temperature_4_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 1.403808596478484e-06\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column temperature_4_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column temperature_5_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 1.8920898412488896e-06\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column temperature_5_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 1.5258789076710855e-06\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column temperature_5_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 1.5258789076710855e-06\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column temperature_5_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 3.8146972691777137e-07\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column temperature_5_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column temperature_6_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 9.460449206244448e-07\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column temperature_6_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Max error: 7.629394538355427e-07\n", - "\u001b[32m2024-10-16 12:41:34\u001b[0m Column temperature_6_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 7.629394538355427e-07\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column temperature_6_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 1.5258789076710855e-07\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column temperature_6_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column temperature_7_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 9.460449206244448e-07\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column temperature_7_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 7.629394538355427e-07\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column temperature_7_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 7.629394538355427e-07\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column temperature_7_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 3.662109371305178e-07\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column temperature_7_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column derate_1 ['int64'] was downsampled to bool.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column derate_2 ['int64'] was downsampled to bool.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column derate_3 ['int64'] was downsampled to bool.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column derate_4 ['int64'] was downsampled to bool.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column derate_5 ['int64'] was downsampled to bool.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column derate_6 ['int64'] was downsampled to bool.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column derate_7 ['int64'] was downsampled to bool.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_wind_speed_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 9.460449206244448e-07\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_wind_speed_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 9.460449206244448e-07\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_wind_speed_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 9.460449206244448e-07\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_wind_speed_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 1.182556150780556e-07\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_wind_speed_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_wind_speed_filt_60s_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 9.460449206244448e-07\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_wind_speed_filt_60s_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 9.460449206244448e-07\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_wind_speed_filt_60s_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 9.460449206244448e-07\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_wind_speed_filt_60s_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 1.478195188475695e-08\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_wind_speed_filt_60s_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_position_nacelle_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_position_nacelle_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_position_nacelle_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_position_nacelle_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 4.730224603122224e-07\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_position_nacelle_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_position_nacelle_filt_60s_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_position_nacelle_filt_60s_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_position_nacelle_filt_60s_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_position_nacelle_filt_60s_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 9.460449206244448e-07\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_position_nacelle_filt_60s_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_wind_vane_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 7.568359364995558e-06\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_wind_vane_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 7.568359364995558e-06\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_wind_vane_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 7.568359364995558e-06\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_wind_vane_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 7.568359364995558e-06\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_wind_vane_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_wind_vane_filt_60s_deg_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 7.568359364995558e-06\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_wind_vane_filt_60s_deg_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 7.568359364995558e-06\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_wind_vane_filt_60s_deg_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 7.568359364995558e-06\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_wind_vane_filt_60s_deg_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 1.1901855501150749e-06\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_wind_vane_filt_60s_deg_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_wind_direction_filt_60s_deg_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_wind_direction_filt_60s_deg_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_wind_direction_filt_60s_deg_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_wind_direction_filt_60s_deg_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 1.7089843780127012e-06\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_wind_direction_filt_60s_deg_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_gnssdata_heading_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 1.5136718729991117e-05\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_gnssdata_heading_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 1.464843751364242e-05\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_gnssdata_heading_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 1.464843751364242e-05\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_gnssdata_heading_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 3.2958984377273737e-06\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_gnssdata_heading_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_offset_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 9.460449206244448e-07\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_offset_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 9.460449206244448e-07\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_offset_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 9.460449206244448e-07\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_offset_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 4.730224603122224e-07\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_offset_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 0\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_offset_active_avg ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 2.95639037695139e-08\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_offset_active_min ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 0.0\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_offset_active_max ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 0.0\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_offset_active_std ['float64'] was downsampled to float32.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 2.5749206544745107e-08\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Column control_log_offset_active_count ['int64'] was downsampled to int16.\n", - "\u001b[32m2024-10-16 12:41:35\u001b[0m Max error: 0\n" + "\u001b[32m2024-10-18 14:15:43\u001b[0m Datatype 'datetime64[ns]' not recognized. Not downsampling.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column active_power_1_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 0.00012109374983992893\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column active_power_1_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 6.0546874919964466e-05\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column active_power_1_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 0.00012109374983992893\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column active_power_1_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 2.9785156243633537e-05\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column active_power_1_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column active_power_2_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 0.00012109374983992893\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column active_power_2_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 6.0546874919964466e-05\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column active_power_2_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 0.00012109374983992893\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column active_power_2_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 3.0273437459982233e-05\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column active_power_2_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column active_power_3_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 0.00011328124992360245\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column active_power_3_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 6.0546874919964466e-05\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column active_power_3_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 0.00012109374983992893\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column active_power_3_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 2.929687502728484e-05\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column active_power_3_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column active_power_4_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 0.00012109374983992893\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column active_power_4_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 6.0546874919964466e-05\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column active_power_4_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 0.00012109374983992893\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column active_power_4_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 3.0273437459982233e-05\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column active_power_4_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column active_power_5_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 0.00012109374983992893\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column active_power_5_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 6.0546874919964466e-05\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column active_power_5_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 0.00012109374983992893\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column active_power_5_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 3.3203124985448085e-05\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column active_power_5_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column active_power_6_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 0.00012109374983992893\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column active_power_6_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 0.00010156249982173904\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column active_power_6_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 0.00012109374983992893\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column active_power_6_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 3.0273437459982233e-05\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column active_power_6_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column active_power_7_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 0.00012109374983992893\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column active_power_7_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 6.0546874919964466e-05\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column active_power_7_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 0.00012109374983992893\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column active_power_7_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 2.9785156243633537e-05\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column active_power_7_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column blade_1_pitch_angle_1_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 3.784179682497779e-06\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column blade_1_pitch_angle_1_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 3.662109378410605e-06\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column blade_1_pitch_angle_1_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 3.662109378410605e-06\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column blade_1_pitch_angle_1_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 1.2817382781804554e-06\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column blade_1_pitch_angle_1_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column blade_1_pitch_angle_2_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 3.784179682497779e-06\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column blade_1_pitch_angle_2_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 3.662109378410605e-06\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column blade_1_pitch_angle_2_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 3.662109378410605e-06\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column blade_1_pitch_angle_2_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 1.8920898412488896e-06\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column blade_1_pitch_angle_2_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column blade_1_pitch_angle_3_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 3.784179682497779e-06\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column blade_1_pitch_angle_3_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 3.662109378410605e-06\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column blade_1_pitch_angle_3_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 3.662109378410605e-06\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column blade_1_pitch_angle_3_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 1.8005371060780817e-06\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column blade_1_pitch_angle_3_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column blade_1_pitch_angle_4_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 3.784179682497779e-06\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column blade_1_pitch_angle_4_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 3.662109378410605e-06\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column blade_1_pitch_angle_4_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 3.662109378410605e-06\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column blade_1_pitch_angle_4_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 1.6784667948854803e-06\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column blade_1_pitch_angle_4_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column blade_1_pitch_angle_5_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 3.784179682497779e-06\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column blade_1_pitch_angle_5_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 3.662109378410605e-06\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column blade_1_pitch_angle_5_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 3.662109378410605e-06\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column blade_1_pitch_angle_5_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 1.8005371060780817e-06\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column blade_1_pitch_angle_5_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column blade_1_pitch_angle_6_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Max error: 3.723144530454192e-06\n", + "\u001b[32m2024-10-18 14:15:43\u001b[0m Column blade_1_pitch_angle_6_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 3.662109378410605e-06\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column blade_1_pitch_angle_6_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 3.662109378410605e-06\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column blade_1_pitch_angle_6_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 1.861572265227096e-06\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column blade_1_pitch_angle_6_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column blade_1_pitch_angle_7_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 3.784179682497779e-06\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column blade_1_pitch_angle_7_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 3.662109378410605e-06\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column blade_1_pitch_angle_7_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 3.662109378410605e-06\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column blade_1_pitch_angle_7_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 1.7700195300562882e-06\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column blade_1_pitch_angle_7_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_speed_1_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 9.460449206244448e-07\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_speed_1_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 9.460449206244448e-07\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_speed_1_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 9.460449206244448e-07\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_speed_1_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 1.182556150780556e-07\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_speed_1_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_speed_2_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 9.460449206244448e-07\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_speed_2_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 9.460449206244448e-07\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_speed_2_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 9.460449206244448e-07\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_speed_2_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 1.182556150780556e-07\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_speed_2_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_speed_3_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 9.460449206244448e-07\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_speed_3_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 9.30786132613548e-07\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_speed_3_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 9.460449206244448e-07\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_speed_3_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 1.182556150780556e-07\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_speed_3_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_speed_4_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 9.460449206244448e-07\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_speed_4_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 9.460449206244448e-07\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_speed_4_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 9.460449206244448e-07\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_speed_4_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 1.182556150780556e-07\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_speed_4_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_speed_5_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 9.460449206244448e-07\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_speed_5_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 9.460449206244448e-07\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_speed_5_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 9.460449206244448e-07\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_speed_5_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 2.2506713825976021e-07\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_speed_5_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_speed_6_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 9.460449206244448e-07\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_speed_6_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 9.460449206244448e-07\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_speed_6_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 9.460449206244448e-07\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_speed_6_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 1.182556150780556e-07\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_speed_6_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_speed_7_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 9.460449206244448e-07\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_speed_7_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 9.460449206244448e-07\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_speed_7_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 9.460449206244448e-07\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_speed_7_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 1.182556150780556e-07\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_speed_7_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column nacelle_position_1_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column nacelle_position_1_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column nacelle_position_1_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column nacelle_position_1_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 1.6174316428418933e-06\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column nacelle_position_1_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column nacelle_position_2_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column nacelle_position_2_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column nacelle_position_2_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column nacelle_position_2_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 4.730224603122224e-07\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column nacelle_position_2_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column nacelle_position_3_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column nacelle_position_3_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column nacelle_position_3_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column nacelle_position_3_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 9.460449206244448e-07\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column nacelle_position_3_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column nacelle_position_4_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column nacelle_position_4_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column nacelle_position_4_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column nacelle_position_4_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 3.2958984377273737e-06\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column nacelle_position_4_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column nacelle_position_5_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column nacelle_position_5_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column nacelle_position_5_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column nacelle_position_5_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 2.990722663298584e-06\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column nacelle_position_5_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column nacelle_position_6_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column nacelle_position_6_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column nacelle_position_6_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column nacelle_position_6_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 4.730224603122224e-07\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column nacelle_position_6_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column nacelle_position_7_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column nacelle_position_7_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column nacelle_position_7_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column nacelle_position_7_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 1.8310546892053026e-06\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column nacelle_position_7_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_vane_1_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 7.568359364995558e-06\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_vane_1_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 7.568359364995558e-06\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_vane_1_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 7.568359364995558e-06\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_vane_1_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 7.568359364995558e-06\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_vane_1_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_vane_2_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 7.568359364995558e-06\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_vane_2_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 7.568359364995558e-06\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_vane_2_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 7.568359364995558e-06\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_vane_2_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 7.446289060908384e-06\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_vane_2_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_vane_3_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 7.568359364995558e-06\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_vane_3_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 7.568359364995558e-06\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_vane_3_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 7.568359364995558e-06\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_vane_3_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 7.568359364995558e-06\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_vane_3_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_vane_4_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 7.568359364995558e-06\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_vane_4_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 7.568359364995558e-06\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_vane_4_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 7.568359364995558e-06\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_vane_4_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 7.568359364995558e-06\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_vane_4_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_vane_5_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 7.568359364995558e-06\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_vane_5_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 7.568359364995558e-06\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_vane_5_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 7.568359364995558e-06\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_vane_5_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 7.568359364995558e-06\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_vane_5_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_vane_6_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 7.568359364995558e-06\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_vane_6_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 7.568359364995558e-06\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Column wind_vane_6_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:44\u001b[0m Max error: 7.568359364995558e-06\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column wind_vane_6_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 7.568359364995558e-06\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column wind_vane_6_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column wind_vane_7_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 7.568359364995558e-06\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column wind_vane_7_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 7.568359364995558e-06\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column wind_vane_7_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 7.568359364995558e-06\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column wind_vane_7_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 7.568359364995558e-06\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column wind_vane_7_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column wind_direction_1_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column wind_direction_1_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column wind_direction_1_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column wind_direction_1_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 3.784179682497779e-06\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column wind_direction_1_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column wind_direction_2_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column wind_direction_2_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column wind_direction_2_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column wind_direction_2_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 3.723144530454192e-06\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column wind_direction_2_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column wind_direction_3_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column wind_direction_3_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column wind_direction_3_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column wind_direction_3_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 3.784179682497779e-06\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column wind_direction_3_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column wind_direction_4_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column wind_direction_4_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column wind_direction_4_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column wind_direction_4_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 3.784179682497779e-06\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column wind_direction_4_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column wind_direction_5_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column wind_direction_5_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column wind_direction_5_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column wind_direction_5_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 3.784179682497779e-06\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column wind_direction_5_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column wind_direction_6_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column wind_direction_6_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column wind_direction_6_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column wind_direction_6_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 3.723144530454192e-06\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column wind_direction_6_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column wind_direction_7_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column wind_direction_7_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column wind_direction_7_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column wind_direction_7_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 3.784179682497779e-06\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column wind_direction_7_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column generator_speed_1_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 6.0546874919964466e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column generator_speed_1_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 6.0546874919964466e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column generator_speed_1_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 6.0546874919964466e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column generator_speed_1_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 1.9531250018189894e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column generator_speed_1_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column generator_speed_2_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 6.0546874919964466e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column generator_speed_2_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 6.0546874919964466e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column generator_speed_2_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 6.0546874919964466e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column generator_speed_2_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 2.3437499976353138e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column generator_speed_2_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column generator_speed_3_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 6.0546874919964466e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column generator_speed_3_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 6.0546874919964466e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column generator_speed_3_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 6.0546874919964466e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column generator_speed_3_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 2.4414062522737368e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column generator_speed_3_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column generator_speed_4_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 6.0546874919964466e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column generator_speed_4_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 6.0546874919964466e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column generator_speed_4_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 6.0546874919964466e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column generator_speed_4_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 2.5878906285470293e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column generator_speed_4_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column generator_speed_5_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 6.0546874919964466e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column generator_speed_5_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 6.0546874919964466e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column generator_speed_5_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 6.0546874919964466e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column generator_speed_5_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 2.6855468718167685e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column generator_speed_5_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column generator_speed_6_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 6.0546874919964466e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column generator_speed_6_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 6.0546874919964466e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column generator_speed_6_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 6.0546874919964466e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column generator_speed_6_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 2.7832031264551915e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column generator_speed_6_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column generator_speed_7_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 6.0546874919964466e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column generator_speed_7_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 6.0546874919964466e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column generator_speed_7_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 6.0546874919964466e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column generator_speed_7_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 2.9785156243633537e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column generator_speed_7_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column temperature_1_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 1.708984370907274e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column temperature_1_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 1.5258789076710855e-06\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column temperature_1_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 5.859375005456968e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column temperature_1_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 1.3427734359083843e-05\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column temperature_1_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column temperature_2_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 1.8005371060780817e-06\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column temperature_2_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 1.5258789076710855e-06\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column temperature_2_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 1.5258789076710855e-06\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column temperature_2_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 4.65393066306774e-07\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column temperature_2_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column temperature_3_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Max error: 1.861572265227096e-06\n", + "\u001b[32m2024-10-18 14:15:45\u001b[0m Column temperature_3_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 1.5258789076710855e-06\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column temperature_3_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 1.5258789076710855e-06\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column temperature_3_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 3.50952149119621e-07\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column temperature_3_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column temperature_4_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 1.8920898412488896e-06\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column temperature_4_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 1.5258789076710855e-06\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column temperature_4_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 4.6386718963731255e-06\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column temperature_4_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 1.403808596478484e-06\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column temperature_4_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column temperature_5_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 1.8920898412488896e-06\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column temperature_5_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 1.5258789076710855e-06\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column temperature_5_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 1.5258789076710855e-06\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column temperature_5_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 3.8146972691777137e-07\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column temperature_5_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column temperature_6_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 9.460449206244448e-07\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column temperature_6_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 7.629394538355427e-07\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column temperature_6_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 7.629394538355427e-07\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column temperature_6_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 1.5258789076710855e-07\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column temperature_6_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column temperature_7_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 9.460449206244448e-07\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column temperature_7_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 7.629394538355427e-07\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column temperature_7_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 7.629394538355427e-07\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column temperature_7_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 3.662109371305178e-07\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column temperature_7_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column derate_1 ['int64'] was downsampled to bool.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column derate_2 ['int64'] was downsampled to bool.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column derate_3 ['int64'] was downsampled to bool.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column derate_4 ['int64'] was downsampled to bool.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column derate_5 ['int64'] was downsampled to bool.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column derate_6 ['int64'] was downsampled to bool.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column derate_7 ['int64'] was downsampled to bool.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column control_log_wind_speed_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 9.460449206244448e-07\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column control_log_wind_speed_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 9.460449206244448e-07\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column control_log_wind_speed_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 9.460449206244448e-07\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column control_log_wind_speed_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 1.182556150780556e-07\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column control_log_wind_speed_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column control_log_wind_speed_filt_60s_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 9.460449206244448e-07\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column control_log_wind_speed_filt_60s_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 9.460449206244448e-07\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column control_log_wind_speed_filt_60s_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 9.460449206244448e-07\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column control_log_wind_speed_filt_60s_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 1.478195188475695e-08\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column control_log_wind_speed_filt_60s_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column control_log_position_nacelle_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column control_log_position_nacelle_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column control_log_position_nacelle_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column control_log_position_nacelle_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 4.730224603122224e-07\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column control_log_position_nacelle_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column control_log_position_nacelle_filt_60s_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column control_log_position_nacelle_filt_60s_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column control_log_position_nacelle_filt_60s_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column control_log_position_nacelle_filt_60s_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 9.460449206244448e-07\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column control_log_position_nacelle_filt_60s_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column control_log_wind_vane_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 7.568359364995558e-06\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Column control_log_wind_vane_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:46\u001b[0m Max error: 7.568359364995558e-06\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Column control_log_wind_vane_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Max error: 7.568359364995558e-06\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Column control_log_wind_vane_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Max error: 7.568359364995558e-06\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Column control_log_wind_vane_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Column control_log_wind_vane_filt_60s_deg_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Max error: 7.568359364995558e-06\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Column control_log_wind_vane_filt_60s_deg_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Max error: 7.568359364995558e-06\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Column control_log_wind_vane_filt_60s_deg_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Max error: 7.568359364995558e-06\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Column control_log_wind_vane_filt_60s_deg_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Max error: 1.1901855501150749e-06\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Column control_log_wind_vane_filt_60s_deg_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Column control_log_wind_direction_filt_60s_deg_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Column control_log_wind_direction_filt_60s_deg_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Column control_log_wind_direction_filt_60s_deg_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Column control_log_wind_direction_filt_60s_deg_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Max error: 1.7089843780127012e-06\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Column control_log_wind_direction_filt_60s_deg_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Column control_log_gnssdata_heading_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Max error: 1.5136718729991117e-05\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Column control_log_gnssdata_heading_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Max error: 1.464843751364242e-05\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Column control_log_gnssdata_heading_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Max error: 1.464843751364242e-05\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Column control_log_gnssdata_heading_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Max error: 3.2958984377273737e-06\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Column control_log_gnssdata_heading_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Column control_log_offset_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Max error: 9.460449206244448e-07\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Column control_log_offset_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Max error: 9.460449206244448e-07\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Column control_log_offset_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Max error: 9.460449206244448e-07\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Column control_log_offset_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Max error: 4.730224603122224e-07\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Column control_log_offset_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Max error: 0\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Column control_log_offset_active_avg ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Max error: 2.95639037695139e-08\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Column control_log_offset_active_min ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Max error: 0.0\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Column control_log_offset_active_max ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Max error: 0.0\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Column control_log_offset_active_std ['float64'] was downsampled to float32.\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Max error: 2.5749206544745107e-08\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Column control_log_offset_active_count ['int64'] was downsampled to int16.\n", + "\u001b[32m2024-10-18 14:15:47\u001b[0m Max error: 0\n" ] }, { @@ -1258,7 +1249,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/bf/td9yjfxj17761s9h124ybppndv9n7t/T/ipykernel_38186/1889616373.py:40: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise an error in a future version of pandas. Value 'baseline' has dtype incompatible with float32, please explicitly cast to a compatible dtype first.\n", + "/var/folders/bf/td9yjfxj17761s9h124ybppndv9n7t/T/ipykernel_74436/1889616373.py:40: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise an error in a future version of pandas. Value 'baseline' has dtype incompatible with float32, please explicitly cast to a compatible dtype first.\n", " df_scada_formatted.loc[df_scada_formatted[\"control_mode\"] == 0.0, \"control_mode\"] = \"baseline\"\n" ] } diff --git a/flasc/flasc_dataframe.py b/flasc/flasc_dataframe.py index 867420aa..ea89aca7 100644 --- a/flasc/flasc_dataframe.py +++ b/flasc/flasc_dataframe.py @@ -26,7 +26,6 @@ class FlascDataFrame(DataFrame): # Attributes to pickle must be in this list _metadata = [ "channel_name_map", - "_channel_name_map_inverse", "_user_format", "_long_data_columns", ] @@ -56,13 +55,6 @@ def __init__(self, *args, channel_name_map=None, long_data_columns=None, **kwarg raise ValueError("channel_name_map must be a dictionary of strings") self.channel_name_map = channel_name_map - # Create inverse channel_name_map - self._channel_name_map_inverse = ( - {v: k for k, v in self.channel_name_map.items()} - if self.channel_name_map is not None - else None - ) - # Determine the user format if long_data_columns is None: self._user_format = "wide" @@ -159,7 +151,7 @@ def convert_to_user_format(self, inplace=False): # Rename the channel columns to user-specified names if self.channel_name_map is not None: - df_user.rename(columns=self._channel_name_map_inverse, inplace=True) + df_user.rename(columns={v: k for k, v in self.channel_name_map.items()}, inplace=True) # Convert the format to long if _user_format is long if self._user_format == "long":