764 lines
511 KiB
Plaintext
Executable File
764 lines
511 KiB
Plaintext
Executable File
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 1,
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"id": "3b05ae11-3883-47b0-95d1-a4753b9a22e0",
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"/das/work/units/cristallina/p21147/analysis/analysis_maelo/Cristallina_Intro\n"
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]
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}
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],
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"source": [
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"!pwd"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 1,
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"id": "71f1d7a3-d10e-4598-ae92-b18afed20108",
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"metadata": {
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"tags": []
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},
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"outputs": [],
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"source": [
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"%load_ext autoreload\n",
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"%autoreload 2\n",
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"%matplotlib widget\n",
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"\n",
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"import re\n",
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"from tqdm import tqdm\n",
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"from collections import defaultdict\n",
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"from typing import Optional\n",
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"import os\n",
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"\n",
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"import numpy as np\n",
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"import pandas as pd\n",
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"\n",
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"from matplotlib import pyplot as plt\n",
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"\n",
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"from scipy import stats\n",
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"\n",
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"\n",
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"from sfdata import SFDataFiles, sfdatafile, SFScanInfo, SFProcFile\n",
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"\n",
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"\n",
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"from cristallina.utils import ROI\n",
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"import cristallina.utils as cu\n",
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"import cristallina as cr"
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]
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},
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{
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"cell_type": "markdown",
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"id": "0a86e754-518f-4c01-9707-7fefb1763e5c",
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"metadata": {},
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"source": [
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"# Intro\n",
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"\n",
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"Here is a small example of how to manipulate data acquired during a SwissFEL beamtime!\n",
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"This is of course not complete, but it is already a good start, since there is quite a lof of information!"
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]
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},
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{
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"cell_type": "markdown",
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"id": "3ffb9f6d-5d71-4f8a-852e-ed84ff7f6d89",
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"metadata": {},
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"source": [
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"## Literature\n",
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"\n",
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"A lot of what you will need can be found in the github of SFdatafile.\n",
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"\n",
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"https://github.com/paulscherrerinstitute/sf_datafiles\n",
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"\n",
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"It is not require that you read all of what is there, but if you want to know something about this library, it is often a good place to start with.\n",
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"\n",
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"There is also some nice functions that the Cristallina team wrote in order to make the handling of data more convenient. This can be found, when logged in the Cristallina subnetwork, at\n",
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"\n",
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"/sf/cristallina/applications/cristallina/src/cristallina\n",
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"\n",
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"You can have a look at the file utils, analysis and plot."
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]
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},
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{
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"cell_type": "markdown",
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"id": "49458a85-0784-4af0-90ca-4b27f1cefff3",
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"metadata": {},
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"source": [
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"## Data structure\n",
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"\n",
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"The data file are stored in \n",
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"\n",
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"p21147/raw/\n",
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"\n",
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"You can open a run file, let's say run0001. You will then find 3 folders:\n",
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"\n",
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"data, meta and logs. \n",
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"\n",
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"data is the actual data stored in h5 files. the SFdatafile library mentioned is a way to deal with those h5 files in a convenient way! there is multiple files, each of them contains data that was saved during acquisition. To be short, there are 4 mains files that you will see, with the example taken from\n",
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"\n",
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"p21147/raw/run0001/data/\n",
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"\n",
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"1) JF16T03V01, JF stands for Jungfrau. which is the top tier x-ray camera used to record x-ray photons. It has its own file just for that. This is what we want to look at most of the time when doing experiments.\n",
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"2) BSDATA, BS stands for bull- for beam synchronous. It means that, for every x-ray pulses coming, you have information stored regarding that pulse. Example: pulse energy, photon energy, etc.\n",
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"3) PVDATA, this record data that is not really synchronous. A good example of what is recording here is motor position of the sample stage, or so, which is usually constant for a run\n",
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"4) CAMERA, this record all camera except for the Jungfrau. In particular, at Cristallina we have another camera called the x-ray eye.\n",
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"\n",
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"everything contained in those files is called a *channel*. For example, the x-ray eye, the sample holder motor positioner and the single.shot photon spectrometer are all channels, even if there are not in the same file.\n",
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"\n",
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"you can see that in a run folder, the filed name always contain \"acqu0001\". Now that we know roughly where the data is stored and how it is splitted, we need to understand the whole data structure.\n",
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"\n",
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"when starting acquisition, we create something called a *run* (which is the folder I was mentioning before). In one run, there are then different *steps*, which are splitted by the files present in the run folder. In our case, in \n",
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"\n",
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"p21147/raw/run0001/data/\n",
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"\n",
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"we only have acqu0001, so only one step. a step is usually used if we scan a quantity. For example, if I want to do a run where I change the photon energy, I will have one step at 8000 eV, then the next step at 8010 eV, etc.\n",
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"\n",
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"Finally, for a given step, there is a number of photon pulses that we record. This is decided during the measurement and I will show you later how to get access to this number.\n",
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"\n",
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"In summary:\n",
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"\n",
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"a *run* contains many *steps* which contains many *shots*."
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]
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},
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{
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"cell_type": "markdown",
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"id": "d271dcc2-f658-4cd0-9df2-e3d33e7e4dfa",
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"metadata": {},
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"source": [
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"## Look at a run\n",
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"\n",
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"Let's see how we can look at a given run using the library cristallina.utils (which can be seen at the path mentioned in the literature section), which is already imported as cu (see first cell). This library can be seen as a wrapper of the SFdatafile library.\n",
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"\n",
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"Usually, the starting point is to use the function scan_info from this library. Note that this does not load all the data acquired (it can by 10, 100 of Gb, even some Tb due to the number of images recorded from the Jungfrau!). What it does is loading only the shape of the data"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"id": "01bc4537-99eb-4087-93d0-bc8b7db2e0d9",
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"metadata": {
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"tags": []
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},
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"outputs": [],
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"source": [
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"run_number = 1\n",
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"\n",
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"scan = cu.scan_info(run_number)"
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]
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},
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{
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"cell_type": "markdown",
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"id": "fb78974e-4540-48a9-a605-ef2aa9d5f754",
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"metadata": {},
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"source": [
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"Something else that we can do is look at the list of all the channels that were recorded during this run. For that, we also use something from the utils class:"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"id": "a9a2eaf9-1808-4355-b2e1-0a851ebf26e3",
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"metadata": {
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"tags": []
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},
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"outputs": [
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{
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"name": "stderr",
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"output_type": "stream",
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"text": [
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"/sf/cristallina/applications/conda/envs/analysis_forge/lib/python3.10/site-packages/sfdata-0.3.2-py3.11.egg/sfdata/sfdatafile.py:84: UserWarning: Skipping channel \"SARFE10-PBPS053:MOTOR_X2\" since it caused DatasetNotInGroupError: Cannot get dataset \"data\" from: <HDF5 group \"/SARFE10-PBPS053:MOTOR_X2\" (0 members)>\n",
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"/sf/cristallina/applications/conda/envs/analysis_forge/lib/python3.10/site-packages/sfdata-0.3.2-py3.11.egg/sfdata/sfdatafile.py:84: UserWarning: Skipping channel \"SAROP31-OPPI151:MOTOR_X.RBV\" since it caused DatasetNotInGroupError: Cannot get dataset \"data\" from: <HDF5 group \"/SAROP31-OPPI151:MOTOR_X.RBV\" (0 members)>\n",
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"/sf/cristallina/applications/conda/envs/analysis_forge/lib/python3.10/site-packages/sfdata-0.3.2-py3.11.egg/sfdata/sfdatafile.py:84: UserWarning: Skipping channel \"SAROP31-OPPI151:MOTOR_Y.RBV\" since it caused DatasetNotInGroupError: Cannot get dataset \"data\" from: <HDF5 group \"/SAROP31-OPPI151:MOTOR_Y.RBV\" (0 members)>\n"
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]
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},
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{
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"data": {
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"text/plain": [
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"['JF',\n",
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" 'JF_first_img',\n",
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" 'JF_info',\n",
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" 'JF_mean_img',\n",
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" 'JF_means',\n",
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" 'JF_std',\n",
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" 'JF_sum_img',\n",
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" 'S10CB01-RLLE-DSP:AMPLT-VS',\n",
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" 'S10CB01-RLLE-DSP:PHASE-VS',\n",
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" 'S10CB02-RLLE-DSP:AMPLT-VS',\n",
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" 'S10CB02-RLLE-DSP:PHASE-VS',\n",
|
|
" 'S10CB03-RLLE-DSP:AMPLT-VS',\n",
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|
" 'S10CB03-RLLE-DSP:PHASE-VS',\n",
|
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" 'S10CB04-RLLE-DSP:AMPLT-VS',\n",
|
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" 'S10CB04-RLLE-DSP:PHASE-VS',\n",
|
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" 'S10CB05-RLLE-DSP:AMPLT-VS',\n",
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" 'S10CB05-RLLE-DSP:PHASE-VS',\n",
|
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" 'S10CB06-RLLE-DSP:AMPLT-VS',\n",
|
|
" 'S10CB06-RLLE-DSP:PHASE-VS',\n",
|
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" 'S10CB07-RLLE-DSP:AMPLT-VS',\n",
|
|
" 'S10CB07-RLLE-DSP:PHASE-VS',\n",
|
|
" 'S10CB08-RLLE-DSP:AMPLT-VS',\n",
|
|
" 'S10CB08-RLLE-DSP:PHASE-VS',\n",
|
|
" 'S10CB09-RLLE-DSP:AMPLT-VS',\n",
|
|
" 'S10CB09-RLLE-DSP:PHASE-VS',\n",
|
|
" 'S20CB01-RLLE-DSP:AMPLT-VS',\n",
|
|
" 'S20CB01-RLLE-DSP:PHASE-VS',\n",
|
|
" 'S20CB02-RLLE-DSP:AMPLT-VS',\n",
|
|
" 'S20CB02-RLLE-DSP:PHASE-VS',\n",
|
|
" 'S20CB03-RLLE-DSP:AMPLT-VS',\n",
|
|
" 'S20CB03-RLLE-DSP:PHASE-VS',\n",
|
|
" 'S20CB04-RLLE-DSP:AMPLT-VS',\n",
|
|
" 'S20CB04-RLLE-DSP:PHASE-VS',\n",
|
|
" 'S30CB01-RLLE-DSP:AMPLT-VS',\n",
|
|
" 'S30CB01-RLLE-DSP:PHASE-VS',\n",
|
|
" 'S30CB02-RLLE-DSP:AMPLT-VS',\n",
|
|
" 'S30CB02-RLLE-DSP:PHASE-VS',\n",
|
|
" 'S30CB03-RLLE-DSP:AMPLT-VS',\n",
|
|
" 'S30CB03-RLLE-DSP:PHASE-VS',\n",
|
|
" 'S30CB04-RLLE-DSP:AMPLT-VS',\n",
|
|
" 'S30CB04-RLLE-DSP:PHASE-VS',\n",
|
|
" 'S30CB05-RLLE-DSP:AMPLT-VS',\n",
|
|
" 'S30CB05-RLLE-DSP:PHASE-VS',\n",
|
|
" 'S30CB06-RLLE-DSP:AMPLT-VS',\n",
|
|
" 'S30CB06-RLLE-DSP:PHASE-VS',\n",
|
|
" 'S30CB07-RLLE-DSP:AMPLT-VS',\n",
|
|
" 'S30CB07-RLLE-DSP:PHASE-VS',\n",
|
|
" 'S30CB08-RLLE-DSP:AMPLT-VS',\n",
|
|
" 'S30CB08-RLLE-DSP:PHASE-VS',\n",
|
|
" 'S30CB09-RLLE-DSP:AMPLT-VS',\n",
|
|
" 'S30CB09-RLLE-DSP:PHASE-VS',\n",
|
|
" 'S30CB10-RLLE-DSP:AMPLT-VS',\n",
|
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" 'S30CB10-RLLE-DSP:PHASE-VS',\n",
|
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" 'S30CB11-RLLE-DSP:AMPLT-VS',\n",
|
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" 'S30CB11-RLLE-DSP:PHASE-VS',\n",
|
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" 'S30CB12-RLLE-DSP:AMPLT-VS',\n",
|
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" 'S30CB12-RLLE-DSP:PHASE-VS',\n",
|
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" 'S30CB13-RLLE-DSP:AMPLT-VS',\n",
|
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" 'S30CB13-RLLE-DSP:PHASE-VS',\n",
|
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" 'S30CB14-RLLE-DSP:AMPLT-VS',\n",
|
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" 'S30CB14-RLLE-DSP:PHASE-VS',\n",
|
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" 'SARES30-CAMS156-XE:intensity',\n",
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" 'SARFE10-PBIG050-EVR0:CALCI',\n",
|
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" 'SARFE10-PBPG050:HAMP-INTENSITY-CAL',\n",
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" 'SARFE10-PBPG050:PHOTON-ENERGY-PER-PULSE-AVG',\n",
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" 'SARFE10-PBPS053:INTENSITY',\n",
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" 'SARFE10-PBPS053:XPOS',\n",
|
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" 'SARFE10-PBPS053:YPOS',\n",
|
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" 'SARFE10-PSSS059:FIT-COM',\n",
|
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" 'SARFE10-PSSS059:FIT-FWHM',\n",
|
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" 'SARFE10-PSSS059:FIT-RES',\n",
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" 'SARFE10-PSSS059:FIT-RMS',\n",
|
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" 'SARFE10-PSSS059:SPECT-COM',\n",
|
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" 'SARFE10-PSSS059:SPECT-RES',\n",
|
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" 'SARFE10-PSSS059:SPECT-RMS',\n",
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" 'SARFE10-PSSS059:SPECTRUM_X',\n",
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" 'SARFE10-PSSS059:SPECTRUM_Y',\n",
|
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" 'SARFE10-PSSS059:SPECTRUM_Y_SUM',\n",
|
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" 'SARFE10-PSSS059:processing_parameters',\n",
|
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" 'SINDI01-RLLE-DSP:AMPLT-VS',\n",
|
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" 'SINDI01-RLLE-DSP:PHASE-VS',\n",
|
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" 'SINEG01-RLLE-DSP:AMPLT-VS',\n",
|
|
" 'SINSB01-RLLE-DSP:AMPLT-VS',\n",
|
|
" 'SINSB01-RLLE-DSP:PHASE-VS',\n",
|
|
" 'SINSB02-RLLE-DSP:AMPLT-VS',\n",
|
|
" 'SINSB02-RLLE-DSP:PHASE-VS',\n",
|
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" 'SINSB03-RLLE-DSP:AMPLT-VS',\n",
|
|
" 'SINSB03-RLLE-DSP:PHASE-VS',\n",
|
|
" 'SINSB04-RLLE-DSP:AMPLT-VS',\n",
|
|
" 'SINSB04-RLLE-DSP:PHASE-VS',\n",
|
|
" 'SINXB01-RLLE-DSP:AMPLT-VS',\n",
|
|
" 'SINXB01-RLLE-DSP:PHASE-VS',\n",
|
|
" 'SARES30-CAMS156-XE:FPICTURE',\n",
|
|
" 'JF16T03V01',\n",
|
|
" 'SARCL02-MBND100:P-READ',\n",
|
|
" 'SARES30-MCS2750:MOT_1.RBV',\n",
|
|
" 'SARES30-MCS2750:MOT_2.RBV',\n",
|
|
" 'SARES30-MCS2750:MOT_3.RBV',\n",
|
|
" 'SARFE10-OATT053:ENERGY',\n",
|
|
" 'SARFE10-OATT053:MOTOR_1.RBV',\n",
|
|
" 'SARFE10-OATT053:MOTOR_2.RBV',\n",
|
|
" 'SARFE10-OATT053:MOTOR_3.RBV',\n",
|
|
" 'SARFE10-OATT053:MOTOR_4.RBV',\n",
|
|
" 'SARFE10-OATT053:MOTOR_5.RBV',\n",
|
|
" 'SARFE10-OATT053:MOTOR_6.RBV',\n",
|
|
" 'SARFE10-OATT053:TRANS_RB',\n",
|
|
" 'SARFE10-OATT053:TRANS_SP',\n",
|
|
" 'SARFE10-PBPG050:PHOTON-ENERGY-PER-PULSE-DS',\n",
|
|
" 'SARFE10-PBPG050:PHOTON-ENERGY-PER-PULSE-US',\n",
|
|
" 'SARFE10-PBPS053:MOTOR_PROBE',\n",
|
|
" 'SARFE10-PBPS053:MOTOR_X1',\n",
|
|
" 'SAROP31-OAPU107:MOTOR_X.RBV',\n",
|
|
" 'SAROP31-OAPU107:MOTOR_Y.RBV',\n",
|
|
" 'SAROP31-OAPU149:MOTOR_X.RBV',\n",
|
|
" 'SAROP31-OAPU149:MOTOR_Y.RBV',\n",
|
|
" 'SAROP31-OATA150:MOTOR_1.RBV',\n",
|
|
" 'SAROP31-OATA150:MOTOR_2.RBV',\n",
|
|
" 'SAROP31-OATA150:MOTOR_3.RBV',\n",
|
|
" 'SAROP31-OATA150:MOTOR_4.RBV',\n",
|
|
" 'SAROP31-OATA150:MOTOR_5.RBV',\n",
|
|
" 'SAROP31-OATA150:MOTOR_6.RBV',\n",
|
|
" 'SAROP31-OATA150:TRANS_SP',\n",
|
|
" 'SAROP31-ODMV152:BD.RBV',\n",
|
|
" 'SAROP31-ODMV152:BU.RBV',\n",
|
|
" 'SAROP31-ODMV152:TX.RBV',\n",
|
|
" 'SAROP31-ODMV152:VS1.RBV',\n",
|
|
" 'SAROP31-ODMV152:VS2.RBV',\n",
|
|
" 'SAROP31-ODMV152:VS3.RBV',\n",
|
|
" 'SAROP31-ODMV152:W_RX.RBV',\n",
|
|
" 'SAROP31-ODMV152:W_RZ.RBV',\n",
|
|
" 'SAROP31-ODMV152:W_X.RBV',\n",
|
|
" 'SAROP31-ODMV152:W_Y.RBV',\n",
|
|
" 'SAROP31-OKBH154:BD.RBV',\n",
|
|
" 'SAROP31-OKBH154:BU.RBV',\n",
|
|
" 'SAROP31-OKBH154:TX2.RBV',\n",
|
|
" 'SAROP31-OKBH154:TY1.RBV',\n",
|
|
" 'SAROP31-OKBH154:TY2.RBV',\n",
|
|
" 'SAROP31-OKBH154:TY3.RBV',\n",
|
|
" 'SAROP31-OKBH154:W_RX.RBV',\n",
|
|
" 'SAROP31-OKBH154:W_RY.RBV',\n",
|
|
" 'SAROP31-OKBH154:W_RZ.RBV',\n",
|
|
" 'SAROP31-OKBH154:W_X.RBV',\n",
|
|
" 'SAROP31-OKBH154:W_Y.RBV',\n",
|
|
" 'SAROP31-OKBV153:BD.RBV',\n",
|
|
" 'SAROP31-OKBV153:BU.RBV',\n",
|
|
" 'SAROP31-OKBV153:TX1.RBV',\n",
|
|
" 'SAROP31-OKBV153:TX2.RBV',\n",
|
|
" 'SAROP31-OKBV153:TY1.RBV',\n",
|
|
" 'SAROP31-OKBV153:TY2.RBV',\n",
|
|
" 'SAROP31-OKBV153:TY3.RBV',\n",
|
|
" 'SAROP31-OKBV153:W_RX.RBV',\n",
|
|
" 'SAROP31-OKBV153:W_RY.RBV',\n",
|
|
" 'SAROP31-OKBV153:W_RZ.RBV',\n",
|
|
" 'SAROP31-OKBV153:W_X.RBV',\n",
|
|
" 'SAROP31-OKBV153:W_Y.RBV',\n",
|
|
" 'SAROP31-OLAS147:MOTOR_1.RBV',\n",
|
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" 'SAROP31-OOMH067:BD.RBV',\n",
|
|
" 'SAROP31-OOMH067:BU.RBV',\n",
|
|
" 'SAROP31-OOMH067:RY.RBV',\n",
|
|
" 'SAROP31-OOMH067:TX.RBV',\n",
|
|
" 'SAROP31-OOMH067:VS1.RBV',\n",
|
|
" 'SAROP31-OOMH067:VS2.RBV',\n",
|
|
" 'SAROP31-OOMH067:VS3.RBV',\n",
|
|
" 'SAROP31-OOMH067:W_RX.RBV',\n",
|
|
" 'SAROP31-OOMH067:W_RY.RBV',\n",
|
|
" 'SAROP31-OOMH067:W_RZ.RBV',\n",
|
|
" 'SAROP31-OOMH067:W_X.RBV',\n",
|
|
" 'SAROP31-OOMH067:W_Y.RBV',\n",
|
|
" 'SAROP31-OOMH084:W_RX.RBV',\n",
|
|
" 'SAROP31-OOMH084:W_RY.RBV',\n",
|
|
" 'SAROP31-OOMH084:W_RZ.RBV',\n",
|
|
" 'SAROP31-OOMH084:W_X.RBV',\n",
|
|
" 'SAROP31-OOMH084:W_Y.RBV',\n",
|
|
" 'SAROP31-PBPS113:MOTOR_PROBE.RBV',\n",
|
|
" 'SAROP31-PBPS113:MOTOR_X1.RBV',\n",
|
|
" 'SAROP31-PBPS113:MOTOR_Y1.RBV',\n",
|
|
" 'SAROP31-PPRM085:MOTOR_PROBE.RBV',\n",
|
|
" 'SAROP31-PPRM113:MOTOR_PROBE.RBV',\n",
|
|
" 'SAROP31-PSCR068:MOTOR_PROBE.RBV',\n",
|
|
" 'SARUN03-UIND030:K_SET.VAL',\n",
|
|
" 'SARUN04-UIND030:K_SET.VAL',\n",
|
|
" 'SARUN05-UIND030:K_SET.VAL',\n",
|
|
" 'SARUN06-UIND030:K_SET.VAL',\n",
|
|
" 'SARUN07-UIND030:K_SET.VAL',\n",
|
|
" 'SARUN08-UIND030:K_SET.VAL',\n",
|
|
" 'SARUN09-UIND030:K_SET.VAL',\n",
|
|
" 'SARUN10-UIND030:K_SET.VAL',\n",
|
|
" 'SARUN11-UIND030:K_SET.VAL',\n",
|
|
" 'SARUN12-UIND030:K_SET.VAL',\n",
|
|
" 'SARUN13-UIND030:K_SET.VAL',\n",
|
|
" 'SARUN14-UIND030:K_SET.VAL',\n",
|
|
" 'SARUN15-UIND030:K_SET.VAL',\n",
|
|
" 'SARUN:FELPHOTENE.VAL']"
|
|
]
|
|
},
|
|
"execution_count": 3,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"cu.channel_names(run_number)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "74f681ff-7a1e-41f2-9c70-83220f0284f3",
|
|
"metadata": {},
|
|
"source": [
|
|
"A lot of channels isnt it! \n",
|
|
"You do not need to learn of all them by heart, there is important ones that you need to know. If you are unsure what channel is what, ask the Cristallina team ehe they will be happy to help you!\n",
|
|
"\n",
|
|
"But we want some data!! How do we access to the actual data?\n",
|
|
"\n",
|
|
"Here, it is important to remember the datastructure I told you (one run, many steps, many shot per step). Now that we used scan_info() to pre-load run 1, we need to say which step we want to look at. For that, we first need to know how many steps were recorded for run 1:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 23,
|
|
"id": "ceb05d34-96a5-4852-bf67-943ac430edf6",
|
|
"metadata": {
|
|
"tags": []
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"array([0])"
|
|
]
|
|
},
|
|
"execution_count": 23,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"scan.readbacks"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "79f0d79c-abd7-4156-8187-71a90f2e9230",
|
|
"metadata": {},
|
|
"source": [
|
|
"It seems that there is only one readback, so only one step. The readbacks are what we are scanning. For example, if we were scanning the photon energy, the array would contain every energy that were scanned, and one given energy would correspond to one step. In our case, we were not scanning anything so the readback is just the step number (its the first step but python start counting from 0). We then dont have choice but to look at step one, and that so:\n",
|
|
"\n",
|
|
"scan[0]\n",
|
|
"\n",
|
|
"Now that we specified which run, which step, we need to look at the? shots? YESSSS. Each x-ray pulse a its own ID. The first and the last pulse IDs of the run can be seen there:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 39,
|
|
"id": "040df7d9-8beb-4576-b4bd-608e2431d188",
|
|
"metadata": {
|
|
"tags": []
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"[[18027050018, 18027051018]]"
|
|
]
|
|
},
|
|
"execution_count": 39,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"scan.info['pulseIds']"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "411bc0f4-50f3-479b-aa91-78b4477df173",
|
|
"metadata": {},
|
|
"source": [
|
|
"So the number of pulses is given by:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 41,
|
|
"id": "35f1f112-aef4-4d9b-8065-0cfd2b5209c5",
|
|
"metadata": {
|
|
"tags": []
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"1000"
|
|
]
|
|
},
|
|
"execution_count": 41,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"scan.info['pulseIds'][0][1] - scan.info['pulseIds'][0][0]"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "224ac2f2-e6d6-47a8-8981-9c1b194a053c",
|
|
"metadata": {},
|
|
"source": [
|
|
"So there is 1000 pulses that were recorded for run 1, step 1.\n",
|
|
"Finally, we want to look at actual data. To do so, we need to decide what *channel* we want to look at. I will make an example with 3 different channels:\n",
|
|
"\n",
|
|
"JF for Jungfrau, a 2D image per pulse\\\n",
|
|
"PSSS for photon single-shot spectrometer, a 1D spectrum per shot\\\n",
|
|
"GASMONITOR, a single value per shot."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 6,
|
|
"id": "c737ed54-8d02-4705-91e3-c708dc6fd5b8",
|
|
"metadata": {
|
|
"tags": []
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"JF = 'JF16T03V01'\n",
|
|
"PSSS_Y = 'SARFE10-PSSS059:SPECTRUM_Y'\n",
|
|
"GASMONITOR = 'SARFE10-PBIG050-EVR0:CALCI'"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "1f1403ed-a34b-4ee3-8a2d-9d1cdc373d0c",
|
|
"metadata": {
|
|
"tags": []
|
|
},
|
|
"source": [
|
|
"To access the data, we can then do:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 9,
|
|
"id": "d95d249a-25f6-450a-82fc-49ca2724b96a",
|
|
"metadata": {
|
|
"tags": []
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"array([[ 1.9400723e-01, 3.8746792e-01, -3.2162413e-01, ...,\n",
|
|
" -3.0771542e-02, -2.2246270e-01, -1.5886860e-01],\n",
|
|
" [ 5.9779334e-01, -1.2918156e-01, 1.7123930e-02, ...,\n",
|
|
" 4.7929460e-01, -1.1291032e-01, -1.5057071e-02],\n",
|
|
" [ 2.4136053e-01, 5.2310520e-01, 3.5945097e-01, ...,\n",
|
|
" 4.5555338e-01, 4.4841704e-01, 1.1548842e-01],\n",
|
|
" ...,\n",
|
|
" [ 2.9501557e-01, 1.4901014e-01, 7.4720460e-01, ...,\n",
|
|
" 0.0000000e+00, 0.0000000e+00, 7.7488422e+02],\n",
|
|
" [ 7.0479155e-01, 5.7560408e-01, 5.9870780e-01, ...,\n",
|
|
" 0.0000000e+00, 0.0000000e+00, 0.0000000e+00],\n",
|
|
" [ 9.4347262e-01, -8.1681706e-02, 5.5027962e-01, ...,\n",
|
|
" 0.0000000e+00, 0.0000000e+00, 0.0000000e+00]], dtype=float32)"
|
|
]
|
|
},
|
|
"execution_count": 9,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"scan[0][JF].data[0]"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "6a825d18-e63f-43ef-9900-6012ffae1dcb",
|
|
"metadata": {},
|
|
"source": [
|
|
"This actually shows the image corresponding to the first pulse, since I added [0] at the end of it (because I did not want to look at all the images and make the notebook crash). To see how many JF images were recorded in run 1, step 1, we can do"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 10,
|
|
"id": "1b1632bd-8d8f-4a62-ab97-a33bb6dcb4dd",
|
|
"metadata": {
|
|
"tags": []
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"(1001, 1554, 1030)"
|
|
]
|
|
},
|
|
"execution_count": 10,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"scan[0][JF].data.shape"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "3f751d42-1582-4330-b861-e4eee9b81eb1",
|
|
"metadata": {},
|
|
"source": [
|
|
"The first number is always the number of images recorded (1001, so there is somehow one more image than the number of pulses we wanted to record. Better that than the contrary ehehe)\n",
|
|
"\n",
|
|
"1554x1030 is the pixel grid of the detector. Let's look at any pulse we want:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 14,
|
|
"id": "174255d4-a163-4a41-bb75-f4cb85aa2025",
|
|
"metadata": {
|
|
"tags": []
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"<matplotlib.image.AxesImage at 0x2ac0f311fa30>"
|
|
]
|
|
},
|
|
"execution_count": 14,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
},
|
|
{
|
|
"data": {
|
|
"application/vnd.jupyter.widget-view+json": {
|
|
"model_id": "78df3d3baac442fb81da4ebb6ee65cf7",
|
|
"version_major": 2,
|
|
"version_minor": 0
|
|
},
|
|
"image/png": 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"\n",
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" <div style=\"display: inline-block;\">\n",
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" Figure\n",
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" </div>\n",
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' width=640.0/>\n",
|
|
" </div>\n",
|
|
" "
|
|
],
|
|
"text/plain": [
|
|
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"pulse_number = 100\n",
|
|
"\n",
|
|
"fig, ax = plt.subplots(1,1, constrained_layout=True)\n",
|
|
"\n",
|
|
"ax.imshow(scan[0][JF].data[pulse_number],vmin=0,vmax=50)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "c2abbdbd-6b48-465e-91e0-afb4857ca7ca",
|
|
"metadata": {},
|
|
"source": [
|
|
"Look like there is some kind of diffraction pattern, and somehting was put in front of the detector (this is actually the beamstop, to make sure only the diffracted beam hit the detector, and the direct beam is block to avoid any damages)\n",
|
|
"\n",
|
|
"Let's do the same for the two other channels and look at all of them together to compare:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 22,
|
|
"id": "e4afeac9-2fc3-4e52-b5e6-1d2f24837337",
|
|
"metadata": {
|
|
"tags": []
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"[<matplotlib.lines.Line2D at 0x2ac0faebed40>]"
|
|
]
|
|
},
|
|
"execution_count": 22,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
},
|
|
{
|
|
"data": {
|
|
"application/vnd.jupyter.widget-view+json": {
|
|
"model_id": "2a047794a0504e3bb7948e16e72fba22",
|
|
"version_major": 2,
|
|
"version_minor": 0
|
|
},
|
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"image/png": 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",
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"text/html": [
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"\n",
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" <div style=\"display: inline-block;\">\n",
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" <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n",
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" Figure\n",
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" </div>\n",
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' width=1000.0/>\n",
|
|
" </div>\n",
|
|
" "
|
|
],
|
|
"text/plain": [
|
|
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"pulse_number = 100\n",
|
|
"\n",
|
|
"fig, ax = plt.subplots(1,3, figsize=(10,5),constrained_layout=True)\n",
|
|
"\n",
|
|
"ax[0].imshow(scan[0][JF].data[pulse_number],vmin=0,vmax=50)\n",
|
|
"\n",
|
|
"ax[1].plot(scan[0][PSSS_Y].data[pulse_number])\n",
|
|
"ax[1].set_xlabel('Energy [eV]')\n",
|
|
"ax[1].set_ylabel('Amplitude [a.u.]')\n",
|
|
"\n",
|
|
"ax[2].plot(scan[0][GASMONITOR].data[pulse_number],marker='x',markersize=10, color='red')"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "889f7c31-962f-464e-b941-6ca6cb435c88",
|
|
"metadata": {},
|
|
"source": [
|
|
"So the image on the left is the JF, which is looking at the pulse after interacting with the sample\n",
|
|
"\n",
|
|
"The image in the middle is how the x-ray pulse looks like in the energy domain (and so it gives the photon energy)\n",
|
|
"\n",
|
|
"The last one should be the pulse energy I think."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"id": "88ce289f-2c24-453c-b223-ed9939c6e7fa",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": []
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"display_name": "Python [conda env:conda-analysis_forge]",
|
|
"language": "python",
|
|
"name": "conda-env-conda-analysis_forge-py"
|
|
},
|
|
"language_info": {
|
|
"codemirror_mode": {
|
|
"name": "ipython",
|
|
"version": 3
|
|
},
|
|
"file_extension": ".py",
|
|
"mimetype": "text/x-python",
|
|
"name": "python",
|
|
"nbconvert_exporter": "python",
|
|
"pygments_lexer": "ipython3",
|
|
"version": "3.10.13"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 5
|
|
}
|