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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Import supporting package"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import copy\n",
"import glob\n",
"from datetime import datetime\n",
"\n",
"# The package for data structure\n",
"import xarray as xr\n",
"import pandas as pd\n",
"import numpy as np\n",
"\n",
"# The packages for working with uncertainties\n",
"from uncertainties import ufloat\n",
"from uncertainties import unumpy as unp\n",
"from uncertainties import umath\n",
"\n",
"# The package for plotting\n",
"import matplotlib.pyplot as plt\n",
"plt.rcParams['font.size'] = 18 # Set the global font size\n",
"\n",
"# -------------- The modules written by us --------------\n",
"\n",
"# The packages for read data\n",
"from DataContainer.ReadData import read_hdf5_file, read_hdf5_global, read_hdf5_run_time, read_csv_file\n",
"\n",
"# The packages for data analysis\n",
"from Analyser.ImagingAnalyser import ImageAnalyser\n",
"from Analyser.FitAnalyser import FitAnalyser\n",
"from Analyser.FitAnalyser import ThomasFermi2dModel, DensityProfileBEC2dModel, Polylog22dModel\n",
"from Analyser.FFTAnalyser import fft, ifft, fft_nutou\n",
"from ToolFunction.ToolFunction import *\n",
"\n",
"# Add errorbar plot to xarray package\n",
"from ToolFunction.HomeMadeXarrayFunction import errorbar, dataarray_plot_errorbar\n",
"xr.plot.dataarray_plot.errorbar = errorbar\n",
"xr.plot.accessor.DataArrayPlotAccessor.errorbar = dataarray_plot_errorbar"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Start a client for parallel computing"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
" <div style=\"width: 24px; height: 24px; background-color: #e1e1e1; border: 3px solid #9D9D9D; border-radius: 5px; position: absolute;\"> </div>\n",
" <div style=\"margin-left: 48px;\">\n",
" <h3 style=\"margin-bottom: 0px;\">Client</h3>\n",
" <p style=\"color: #9D9D9D; margin-bottom: 0px;\">Client-a0f7b9f2-47d6-11ee-9934-80e82ce2fa8e</p>\n",
" <table style=\"width: 100%; text-align: left;\">\n",
"\n",
" <tr>\n",
" \n",
" <td style=\"text-align: left;\"><strong>Connection method:</strong> Cluster object</td>\n",
" <td style=\"text-align: left;\"><strong>Cluster type:</strong> distributed.LocalCluster</td>\n",
" \n",
" </tr>\n",
"\n",
" \n",
" <tr>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Dashboard: </strong> <a href=\"http://127.0.0.1:8787/status\" target=\"_blank\">http://127.0.0.1:8787/status</a>\n",
" </td>\n",
" <td style=\"text-align: left;\"></td>\n",
" </tr>\n",
" \n",
"\n",
" </table>\n",
"\n",
" \n",
"\n",
" \n",
" <details>\n",
" <summary style=\"margin-bottom: 20px;\"><h3 style=\"display: inline;\">Cluster Info</h3></summary>\n",
" <div class=\"jp-RenderedHTMLCommon jp-RenderedHTML jp-mod-trusted jp-OutputArea-output\">\n",
" <div style=\"width: 24px; height: 24px; background-color: #e1e1e1; border: 3px solid #9D9D9D; border-radius: 5px; position: absolute;\">\n",
" </div>\n",
" <div style=\"margin-left: 48px;\">\n",
" <h3 style=\"margin-bottom: 0px; margin-top: 0px;\">LocalCluster</h3>\n",
" <p style=\"color: #9D9D9D; margin-bottom: 0px;\">87faedbb</p>\n",
" <table style=\"width: 100%; text-align: left;\">\n",
" <tr>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Dashboard:</strong> <a href=\"http://127.0.0.1:8787/status\" target=\"_blank\">http://127.0.0.1:8787/status</a>\n",
" </td>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Workers:</strong> 8\n",
" </td>\n",
" </tr>\n",
" <tr>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Total threads:</strong> 128\n",
" </td>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Total memory:</strong> 149.01 GiB\n",
" </td>\n",
" </tr>\n",
" \n",
" <tr>\n",
" <td style=\"text-align: left;\"><strong>Status:</strong> running</td>\n",
" <td style=\"text-align: left;\"><strong>Using processes:</strong> True</td>\n",
"</tr>\n",
"\n",
" \n",
" </table>\n",
"\n",
" <details>\n",
" <summary style=\"margin-bottom: 20px;\">\n",
" <h3 style=\"display: inline;\">Scheduler Info</h3>\n",
" </summary>\n",
"\n",
" <div style=\"\">\n",
" <div>\n",
" <div style=\"width: 24px; height: 24px; background-color: #FFF7E5; border: 3px solid #FF6132; border-radius: 5px; position: absolute;\"> </div>\n",
" <div style=\"margin-left: 48px;\">\n",
" <h3 style=\"margin-bottom: 0px;\">Scheduler</h3>\n",
" <p style=\"color: #9D9D9D; margin-bottom: 0px;\">Scheduler-a513fd59-1c45-4ed7-9a0d-004b539a3d74</p>\n",
" <table style=\"width: 100%; text-align: left;\">\n",
" <tr>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Comm:</strong> tcp://127.0.0.1:57821\n",
" </td>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Workers:</strong> 8\n",
" </td>\n",
" </tr>\n",
" <tr>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Dashboard:</strong> <a href=\"http://127.0.0.1:8787/status\" target=\"_blank\">http://127.0.0.1:8787/status</a>\n",
" </td>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Total threads:</strong> 128\n",
" </td>\n",
" </tr>\n",
" <tr>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Started:</strong> Just now\n",
" </td>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Total memory:</strong> 149.01 GiB\n",
" </td>\n",
" </tr>\n",
" </table>\n",
" </div>\n",
" </div>\n",
"\n",
" <details style=\"margin-left: 48px;\">\n",
" <summary style=\"margin-bottom: 20px;\">\n",
" <h3 style=\"display: inline;\">Workers</h3>\n",
" </summary>\n",
"\n",
" \n",
" <div style=\"margin-bottom: 20px;\">\n",
" <div style=\"width: 24px; height: 24px; background-color: #DBF5FF; border: 3px solid #4CC9FF; border-radius: 5px; position: absolute;\"> </div>\n",
" <div style=\"margin-left: 48px;\">\n",
" <details>\n",
" <summary>\n",
" <h4 style=\"margin-bottom: 0px; display: inline;\">Worker: 0</h4>\n",
" </summary>\n",
" <table style=\"width: 100%; text-align: left;\">\n",
" <tr>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Comm: </strong> tcp://127.0.0.1:57860\n",
" </td>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Total threads: </strong> 16\n",
" </td>\n",
" </tr>\n",
" <tr>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Dashboard: </strong> <a href=\"http://127.0.0.1:57862/status\" target=\"_blank\">http://127.0.0.1:57862/status</a>\n",
" </td>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Memory: </strong> 18.63 GiB\n",
" </td>\n",
" </tr>\n",
" <tr>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Nanny: </strong> tcp://127.0.0.1:57824\n",
" </td>\n",
" <td style=\"text-align: left;\"></td>\n",
" </tr>\n",
" <tr>\n",
" <td colspan=\"2\" style=\"text-align: left;\">\n",
" <strong>Local directory: </strong> C:\\Users\\data\\AppData\\Local\\Temp\\dask-worker-space\\worker-u0oiik41\n",
" </td>\n",
" </tr>\n",
"\n",
" \n",
"\n",
" \n",
"\n",
" </table>\n",
" </details>\n",
" </div>\n",
" </div>\n",
" \n",
" <div style=\"margin-bottom: 20px;\">\n",
" <div style=\"width: 24px; height: 24px; background-color: #DBF5FF; border: 3px solid #4CC9FF; border-radius: 5px; position: absolute;\"> </div>\n",
" <div style=\"margin-left: 48px;\">\n",
" <details>\n",
" <summary>\n",
" <h4 style=\"margin-bottom: 0px; display: inline;\">Worker: 1</h4>\n",
" </summary>\n",
" <table style=\"width: 100%; text-align: left;\">\n",
" <tr>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Comm: </strong> tcp://127.0.0.1:57865\n",
" </td>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Total threads: </strong> 16\n",
" </td>\n",
" </tr>\n",
" <tr>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Dashboard: </strong> <a href=\"http://127.0.0.1:57867/status\" target=\"_blank\">http://127.0.0.1:57867/status</a>\n",
" </td>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Memory: </strong> 18.63 GiB\n",
" </td>\n",
" </tr>\n",
" <tr>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Nanny: </strong> tcp://127.0.0.1:57825\n",
" </td>\n",
" <td style=\"text-align: left;\"></td>\n",
" </tr>\n",
" <tr>\n",
" <td colspan=\"2\" style=\"text-align: left;\">\n",
" <strong>Local directory: </strong> C:\\Users\\data\\AppData\\Local\\Temp\\dask-worker-space\\worker-6p1lkbjg\n",
" </td>\n",
" </tr>\n",
"\n",
" \n",
"\n",
" \n",
"\n",
" </table>\n",
" </details>\n",
" </div>\n",
" </div>\n",
" \n",
" <div style=\"margin-bottom: 20px;\">\n",
" <div style=\"width: 24px; height: 24px; background-color: #DBF5FF; border: 3px solid #4CC9FF; border-radius: 5px; position: absolute;\"> </div>\n",
" <div style=\"margin-left: 48px;\">\n",
" <details>\n",
" <summary>\n",
" <h4 style=\"margin-bottom: 0px; display: inline;\">Worker: 2</h4>\n",
" </summary>\n",
" <table style=\"width: 100%; text-align: left;\">\n",
" <tr>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Comm: </strong> tcp://127.0.0.1:57872\n",
" </td>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Total threads: </strong> 16\n",
" </td>\n",
" </tr>\n",
" <tr>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Dashboard: </strong> <a href=\"http://127.0.0.1:57875/status\" target=\"_blank\">http://127.0.0.1:57875/status</a>\n",
" </td>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Memory: </strong> 18.63 GiB\n",
" </td>\n",
" </tr>\n",
" <tr>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Nanny: </strong> tcp://127.0.0.1:57826\n",
" </td>\n",
" <td style=\"text-align: left;\"></td>\n",
" </tr>\n",
" <tr>\n",
" <td colspan=\"2\" style=\"text-align: left;\">\n",
" <strong>Local directory: </strong> C:\\Users\\data\\AppData\\Local\\Temp\\dask-worker-space\\worker-g2r1nnmm\n",
" </td>\n",
" </tr>\n",
"\n",
" \n",
"\n",
" \n",
"\n",
" </table>\n",
" </details>\n",
" </div>\n",
" </div>\n",
" \n",
" <div style=\"margin-bottom: 20px;\">\n",
" <div style=\"width: 24px; height: 24px; background-color: #DBF5FF; border: 3px solid #4CC9FF; border-radius: 5px; position: absolute;\"> </div>\n",
" <div style=\"margin-left: 48px;\">\n",
" <details>\n",
" <summary>\n",
" <h4 style=\"margin-bottom: 0px; display: inline;\">Worker: 3</h4>\n",
" </summary>\n",
" <table style=\"width: 100%; text-align: left;\">\n",
" <tr>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Comm: </strong> tcp://127.0.0.1:57871\n",
" </td>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Total threads: </strong> 16\n",
" </td>\n",
" </tr>\n",
" <tr>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Dashboard: </strong> <a href=\"http://127.0.0.1:57873/status\" target=\"_blank\">http://127.0.0.1:57873/status</a>\n",
" </td>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Memory: </strong> 18.63 GiB\n",
" </td>\n",
" </tr>\n",
" <tr>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Nanny: </strong> tcp://127.0.0.1:57827\n",
" </td>\n",
" <td style=\"text-align: left;\"></td>\n",
" </tr>\n",
" <tr>\n",
" <td colspan=\"2\" style=\"text-align: left;\">\n",
" <strong>Local directory: </strong> C:\\Users\\data\\AppData\\Local\\Temp\\dask-worker-space\\worker-k_l96nv4\n",
" </td>\n",
" </tr>\n",
"\n",
" \n",
"\n",
" \n",
"\n",
" </table>\n",
" </details>\n",
" </div>\n",
" </div>\n",
" \n",
" <div style=\"margin-bottom: 20px;\">\n",
" <div style=\"width: 24px; height: 24px; background-color: #DBF5FF; border: 3px solid #4CC9FF; border-radius: 5px; position: absolute;\"> </div>\n",
" <div style=\"margin-left: 48px;\">\n",
" <details>\n",
" <summary>\n",
" <h4 style=\"margin-bottom: 0px; display: inline;\">Worker: 4</h4>\n",
" </summary>\n",
" <table style=\"width: 100%; text-align: left;\">\n",
" <tr>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Comm: </strong> tcp://127.0.0.1:57866\n",
" </td>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Total threads: </strong> 16\n",
" </td>\n",
" </tr>\n",
" <tr>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Dashboard: </strong> <a href=\"http://127.0.0.1:57869/status\" target=\"_blank\">http://127.0.0.1:57869/status</a>\n",
" </td>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Memory: </strong> 18.63 GiB\n",
" </td>\n",
" </tr>\n",
" <tr>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Nanny: </strong> tcp://127.0.0.1:57828\n",
" </td>\n",
" <td style=\"text-align: left;\"></td>\n",
" </tr>\n",
" <tr>\n",
" <td colspan=\"2\" style=\"text-align: left;\">\n",
" <strong>Local directory: </strong> C:\\Users\\data\\AppData\\Local\\Temp\\dask-worker-space\\worker-6kiubqa3\n",
" </td>\n",
" </tr>\n",
"\n",
" \n",
"\n",
" \n",
"\n",
" </table>\n",
" </details>\n",
" </div>\n",
" </div>\n",
" \n",
" <div style=\"margin-bottom: 20px;\">\n",
" <div style=\"width: 24px; height: 24px; background-color: #DBF5FF; border: 3px solid #4CC9FF; border-radius: 5px; position: absolute;\"> </div>\n",
" <div style=\"margin-left: 48px;\">\n",
" <details>\n",
" <summary>\n",
" <h4 style=\"margin-bottom: 0px; display: inline;\">Worker: 5</h4>\n",
" </summary>\n",
" <table style=\"width: 100%; text-align: left;\">\n",
" <tr>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Comm: </strong> tcp://127.0.0.1:57859\n",
" </td>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Total threads: </strong> 16\n",
" </td>\n",
" </tr>\n",
" <tr>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Dashboard: </strong> <a href=\"http://127.0.0.1:57861/status\" target=\"_blank\">http://127.0.0.1:57861/status</a>\n",
" </td>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Memory: </strong> 18.63 GiB\n",
" </td>\n",
" </tr>\n",
" <tr>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Nanny: </strong> tcp://127.0.0.1:57829\n",
" </td>\n",
" <td style=\"text-align: left;\"></td>\n",
" </tr>\n",
" <tr>\n",
" <td colspan=\"2\" style=\"text-align: left;\">\n",
" <strong>Local directory: </strong> C:\\Users\\data\\AppData\\Local\\Temp\\dask-worker-space\\worker-kl7vhday\n",
" </td>\n",
" </tr>\n",
"\n",
" \n",
"\n",
" \n",
"\n",
" </table>\n",
" </details>\n",
" </div>\n",
" </div>\n",
" \n",
" <div style=\"margin-bottom: 20px;\">\n",
" <div style=\"width: 24px; height: 24px; background-color: #DBF5FF; border: 3px solid #4CC9FF; border-radius: 5px; position: absolute;\"> </div>\n",
" <div style=\"margin-left: 48px;\">\n",
" <details>\n",
" <summary>\n",
" <h4 style=\"margin-bottom: 0px; display: inline;\">Worker: 6</h4>\n",
" </summary>\n",
" <table style=\"width: 100%; text-align: left;\">\n",
" <tr>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Comm: </strong> tcp://127.0.0.1:57852\n",
" </td>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Total threads: </strong> 16\n",
" </td>\n",
" </tr>\n",
" <tr>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Dashboard: </strong> <a href=\"http://127.0.0.1:57857/status\" target=\"_blank\">http://127.0.0.1:57857/status</a>\n",
" </td>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Memory: </strong> 18.63 GiB\n",
" </td>\n",
" </tr>\n",
" <tr>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Nanny: </strong> tcp://127.0.0.1:57830\n",
" </td>\n",
" <td style=\"text-align: left;\"></td>\n",
" </tr>\n",
" <tr>\n",
" <td colspan=\"2\" style=\"text-align: left;\">\n",
" <strong>Local directory: </strong> C:\\Users\\data\\AppData\\Local\\Temp\\dask-worker-space\\worker-6ldt7csc\n",
" </td>\n",
" </tr>\n",
"\n",
" \n",
"\n",
" \n",
"\n",
" </table>\n",
" </details>\n",
" </div>\n",
" </div>\n",
" \n",
" <div style=\"margin-bottom: 20px;\">\n",
" <div style=\"width: 24px; height: 24px; background-color: #DBF5FF; border: 3px solid #4CC9FF; border-radius: 5px; position: absolute;\"> </div>\n",
" <div style=\"margin-left: 48px;\">\n",
" <details>\n",
" <summary>\n",
" <h4 style=\"margin-bottom: 0px; display: inline;\">Worker: 7</h4>\n",
" </summary>\n",
" <table style=\"width: 100%; text-align: left;\">\n",
" <tr>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Comm: </strong> tcp://127.0.0.1:57877\n",
" </td>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Total threads: </strong> 16\n",
" </td>\n",
" </tr>\n",
" <tr>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Dashboard: </strong> <a href=\"http://127.0.0.1:57878/status\" target=\"_blank\">http://127.0.0.1:57878/status</a>\n",
" </td>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Memory: </strong> 18.63 GiB\n",
" </td>\n",
" </tr>\n",
" <tr>\n",
" <td style=\"text-align: left;\">\n",
" <strong>Nanny: </strong> tcp://127.0.0.1:57831\n",
" </td>\n",
" <td style=\"text-align: left;\"></td>\n",
" </tr>\n",
" <tr>\n",
" <td colspan=\"2\" style=\"text-align: left;\">\n",
" <strong>Local directory: </strong> C:\\Users\\data\\AppData\\Local\\Temp\\dask-worker-space\\worker-wyfsi6_i\n",
" </td>\n",
" </tr>\n",
"\n",
" \n",
"\n",
" \n",
"\n",
" </table>\n",
" </details>\n",
" </div>\n",
" </div>\n",
" \n",
"\n",
" </details>\n",
"</div>\n",
"\n",
" </details>\n",
" </div>\n",
"</div>\n",
" </details>\n",
" \n",
"\n",
" </div>\n",
"</div>"
],
"text/plain": [
"<Client: 'tcp://127.0.0.1:57821' processes=8 threads=128, memory=149.01 GiB>"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from dask.distributed import Client\n",
"client = Client(n_workers=8, threads_per_worker=16, processes=True, memory_limit='20GB')\n",
"client"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Set global path for experiment"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"groupList = [\n",
" \"images/MOT_3D_Camera/in_situ_absorption\",\n",
" \"images/ODT_1_Axis_Camera/in_situ_absorption\",\n",
" \"images/ODT_2_Axis_Camera/in_situ_absorption\",\n",
"]\n",
"\n",
"dskey = {\n",
" \"images/MOT_3D_Camera/in_situ_absorption\": \"camera_0\",\n",
" \"images/ODT_1_Axis_Camera/in_situ_absorption\": \"camera_1\",\n",
" \"images/ODT_2_Axis_Camera/in_situ_absorption\": \"camera_2\",\n",
"}\n"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"# img_dir = 'C:/Users/control/DyLab/Experiments/DyBEC/'\n",
"img_dir = '//DyLabNAS/Data/'\n",
"SequenceName = \"Evaporative_Cooling\"\n",
"folderPath = img_dir + SequenceName + \"/\" + '2023/07/03'# get_date()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Load data"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## along x-axis"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"compX = xr.open_zarr(\"./compX.zarr\")\n",
"compY = xr.open_zarr(\"./compY.zarr\")\n",
"compZ = xr.open_zarr(\"./compZ.zarr\")"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"B = np.sqrt((compX['als_final_current'] * 9.52 -0.164)**2 + (0.435**2 - 0.164**2))\n",
"compX['als_final_current'] = B\n",
"compX['als_final_current'] = B"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"B = np.sqrt((compY['als_final_current'] * 10.3 + 0.202)**2 + (0.440**2 - 0.202**2))\n",
"compY['als_final_current'] = B\n",
"compY['als_final_current'] = B"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"B = np.sqrt((compZ['als_final_current'] * 10.6021 + 0.3254)**2 + (0.4333**2 - 0.3254**2))\n",
"compZ['als_final_current'] = B\n",
"compZ['als_final_current'] = B"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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"text/plain": [
"<Figure size 2400x600 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import matplotlib.patches as patches\n",
"\n",
"B0 = [1.2950, 1.3060, 2.1740, 2.3360, 2.5910, 2.7400, 2.8030, 2.7800, 3.3570, 4.9490, 5.0830]# , 7.1720, 7.2040, 7.1340]\n",
"B0_width = [0.0090, 0.0100, 0.0005, 0.0005, 0.0010, 0.0005, 0.0210, 0.0150, 0.0430, 0.0005, 0.1300]# , 0.0240, 0.0005, 0.0360]\n",
"\n",
"fig = plt.figure(figsize=(24,6))\n",
"ax = fig.gca()\n",
"compX['OD'].plot.errorbar(ax=ax, yerr = compX['std'], fmt='or', label='X coil')\n",
"compY['OD'].plot.errorbar(ax=ax, yerr = compY['std'], fmt='og', label='Y coil')\n",
"compZ['OD'].plot.errorbar(ax=ax, yerr = compZ['std'], fmt='ob', label='Z coil')\n",
"\n",
"for i in range(len(B0)):\n",
" rect = patches.Rectangle((B0[i] - B0_width[i], 000), B0_width[i]*2, 4000, linewidth=1, edgecolor='r', facecolor='r', alpha=0.4)\n",
" ax.add_patch(rect)\n",
"\n",
"plt.legend()\n",
"\n",
"plt.ylim([0, 4500])\n",
"plt.ylabel('NCount')\n",
"plt.xlabel('B (G)')\n",
"plt.tight_layout()\n",
"plt.grid(visible=1)\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {},
"outputs": [],
"source": [
"# CompX\n",
"f = [0.54427 , 0.36366 , 0.30532, 0.29893 , 0.28320 , 0.25629 , 0.23891 , 0.147] \n",
"df = [0.00046 , 0.00010 ,0.00013 , 0.00011 , 0.00004 , 0.00407 , 0.01, 0.01]\n",
"B = [5.0830, 3.3570, (2.8030 + 2.7800)/2, 2.7400, 2.5910, 2.3360, 2.1740, (1.2950 + 1.3060)/2]\n",
"\n",
"f = unp.uarray(f, df)\n",
"f = unp.sqrt((f * 9.52 -0.164)**2 + (0.435**2 - 0.164**2))\n",
"\n",
"unp.nominal_values(f)\n",
"\n",
"CompX_peak_val = xr.DataArray(\n",
" data=unp.nominal_values(f),\n",
" dims='x',\n",
" coords=dict(x=np.arange(7, -1, -1))\n",
")\n",
"\n",
"CompX_peak_std = xr.DataArray(\n",
" data=unp.std_devs(f),\n",
" dims='x',\n",
" coords=dict(x=np.arange(7, -1, -1))\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {},
"outputs": [],
"source": [
"# CompY\n",
"f = [0.47870 , 0.31417 ,0.26099 ,0.25506 ,0.24090 ,0.21583 ,0.20091 ,0.1165] \n",
"df = [0.00036 ,0.00010 ,0.00017 ,0.00041 ,0.00003 ,0.00015 ,0.00726 ,0.001]\n",
"B = [(1.2950 + 1.3060)/2, 2.1740, 2.3360, 2.5910, 2.7400, (2.8030 + 2.7800)/2, 3.3570, 5.0830]\n",
"\n",
"f = unp.uarray(f, df)\n",
"f = unp.sqrt((f * 10.3 + 0.202)**2 + (0.440**2 - 0.202**2))\n",
"\n",
"unp.nominal_values(f)\n",
"\n",
"CompY_peak_val = xr.DataArray(\n",
" data=unp.nominal_values(f),\n",
" dims='x',\n",
" coords=dict(x=np.arange(7, -1, -1))\n",
")\n",
"\n",
"CompY_peak_std = xr.DataArray(\n",
" data=unp.std_devs(f),\n",
" dims='x',\n",
" coords=dict(x=np.arange(7, -1, -1))\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 34,
"metadata": {},
"outputs": [],
"source": [
"# CompZ\n",
"f = [0.44224, 0.28128, 0.22367, 0.22962, 0.21004, 0.18586, 0.17055, 0.0903] \n",
"df = [0.00038, 0.00016, 0.01, 0.00013, 0.00012, 0.00021, 0.00175, 0]\n",
"B = [(1.2950 + 1.3060)/2, 2.1740, 2.3360, 2.5910, 2.7400, (2.8030 + 2.7800)/2, 3.3570, 5.0830]\n",
"\n",
"f = unp.uarray(f, df)\n",
"f = unp.sqrt((f * 10.6021 + 0.3254)**2 + (0.4333**2 - 0.3254**2))\n",
"\n",
"unp.nominal_values(f)\n",
"\n",
"CompZ_peak_val = xr.DataArray(\n",
" data=unp.nominal_values(f),\n",
" dims='x',\n",
" coords=dict(x=np.arange(7, -1, -1))\n",
")\n",
"\n",
"CompZ_peak_std = xr.DataArray(\n",
" data=unp.std_devs(f),\n",
" dims='x',\n",
" coords=dict(x=np.arange(7, -1, -1))\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 52,
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"B = [(1.2950 + 1.3060)/2, 2.1740, 2.3360, 2.5910, 2.7400, (2.8030 + 2.7800)/2, 3.3570, 5.0830]\n",
"B_width = [(0.0090 + 0.0100)/2, 0.0005, 0.0005, 0.0010, 0.0005, (0.0210 + 0.0150)/2, 0.0430, 0.1300]# , 0.0240, 0.0005, 0.0360]\n",
"\n",
"Ref_peak_val = xr.DataArray(\n",
" data=unp.nominal_values(B),\n",
" dims='x',\n",
" coords=dict(x=np.arange(8))\n",
")\n",
"\n",
"Ref_peak_std = xr.DataArray(\n",
" data=unp.std_devs(B_width),\n",
" dims='x',\n",
" coords=dict(x=np.arange(8))\n",
")\n",
"\n",
"fig = plt.figure()\n",
"ax = fig.gca()\n",
"\n",
"Ref_peak_val.plot.errorbar(ax=ax, yerr=Ref_peak_std, fmt='ok', label='Reference', markersize=6, alpha=0.6)\n",
"CompX_peak_val.plot.errorbar(ax=ax, yerr=CompX_peak_std, fmt='Xr', label='X coil', markersize=8, alpha=0.6)\n",
"CompY_peak_val.plot.errorbar(ax=ax, yerr=CompY_peak_std, fmt='sg', label='Y coil', markersize=6, alpha=0.6)\n",
"CompZ_peak_val.plot.errorbar(ax=ax, yerr=CompZ_peak_std, fmt='db', label='Z coil', markersize=6, alpha=0.6)\n",
"\n",
"plt.legend()\n",
"\n",
"plt.ylim([1, 6])\n",
"plt.ylabel('B (G)')\n",
"plt.xlabel('Peak index')\n",
"plt.tight_layout()\n",
"plt.grid(visible=1)\n",
"\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 61,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([5.1475, 3.4601, 2.9165, 2.856 , 2.7116, 2.4564, 2.3048, 1.4554])"
]
},
"execution_count": 61,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"np.round(CompY_peak_val.to_numpy(), 4)"
]
},
{
"cell_type": "code",
"execution_count": 62,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([0.0037, 0.001 , 0.0017, 0.0042, 0.0003, 0.0015, 0.0737, 0.0099])"
]
},
"execution_count": 62,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"np.round(CompY_peak_std.to_numpy(), 4)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "base",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.12"
},
"orig_nbformat": 4
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"nbformat": 4,
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}