{
"cells": [
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"from tango import DeviceProxy\n",
"import pandas as pd\n",
"import time\n",
" \n",
"ds_WC1 = DeviceProxy('er/ca/rac.05-elr.01-wac.01')\n",
"ds_phase = DeviceProxy('ER/HF/RAC.17-API.AO1')"
]
},
{
"cell_type": "code",
"execution_count": 37,
"metadata": {},
"outputs": [],
"source": [
"df = pd.DataFrame(columns=('phaseRF', 'Ch0_Amp', 'Ch0_Q', 'Ch0_Q_integrate'))\n",
"\n",
"\n",
"Nstep = 200\n",
"phase_min = 0"
]
},
{
"cell_type": "code",
"execution_count": 38,
"metadata": {
"scrolled": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
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]
}
],
"source": [
"Npoints = 10\n",
"for i in range(Nstep+1):\n",
" phase = phase_min + i*2\n",
" ds_phase.AO2 = phase\n",
" ch0_Amp_raw_s = 0\n",
" ch0_Charge_raw_s = 0\n",
" ch0_Charge_integre_s = 0\n",
" for j in range(Npoints):\n",
" time.sleep(1.1)\n",
" ch0_Amp_raw = ds_WC1.Ch0_Peak\n",
" ch0_Charge_raw = ds_WC1.Ch0_Charge\n",
" ch0_Charge_integre = 1e9 * (ds_WC1.Ch0[400:600] -ds_WC1.Ch0[:300].mean()).sum() *10 / (3200 * 1e6 * 50)\n",
" \n",
" ch0_Amp_raw_s += ch0_Amp_raw\n",
" ch0_Charge_raw_s += ch0_Charge_raw\n",
" ch0_Charge_integre_s += ch0_Charge_integre\n",
" \n",
" df.loc[i] = [phase, ch0_Amp_raw_s/Npoints, ch0_Charge_raw_s/Npoints, ch0_Charge_integre_s / Npoints]\n",
" \n",
" print(i, phase, ch0_Amp_raw_s / Npoints, ch0_Charge_raw_s / Npoints, ch0_Charge_integre_s / Npoints)\n",
" time.sleep(1.1)"
]
},
{
"cell_type": "code",
"execution_count": 39,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<AxesSubplot:xlabel='phaseRF'>"
]
},
"execution_count": 39,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
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"<Figure size 432x288 with 1 Axes>"
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