diff --git a/ABMN.txt b/ABMN.txt index 1f30b10421a8598bf8ca0794811d1ca725f33289..31be51d0297c262ce1987117ac66d4263cb826bf 100644 --- a/ABMN.txt +++ b/ABMN.txt @@ -7,4 +7,149 @@ 7 10 8 9 8 11 9 10 9 12 10 11 -10 13 11 12 \ No newline at end of file +10 13 11 12 +11 14 12 13 +12 15 13 14 +13 16 14 15 +14 17 15 16 +15 18 16 17 +16 19 17 18 +17 20 18 19 +18 21 19 20 +19 22 20 21 +20 23 21 22 +21 24 22 23 +22 25 23 24 +23 26 24 25 +24 27 25 26 +25 28 26 27 +26 29 27 28 +27 30 28 29 +28 31 29 30 +29 32 30 31 +1 7 3 5 +2 8 4 6 +3 9 5 7 +4 10 6 8 +5 11 7 9 +6 12 8 10 +7 13 9 11 +8 14 10 12 +9 15 11 13 +10 16 12 14 +11 17 13 15 +12 18 14 16 +13 19 15 17 +14 20 16 18 +15 21 17 19 +16 22 18 20 +17 23 19 21 +18 24 20 22 +19 25 21 23 +20 26 22 24 +21 27 23 25 +22 28 24 26 +23 29 25 27 +24 30 26 28 +25 31 27 29 +26 32 28 30 +1 10 4 7 +2 11 5 8 +3 12 6 9 +4 13 7 10 +5 14 8 11 +6 15 9 12 +7 16 10 13 +8 17 11 14 +9 18 12 15 +10 19 13 16 +11 20 14 17 +12 21 15 18 +13 22 16 19 +14 23 17 20 +15 24 18 21 +16 25 19 22 +17 26 20 23 +18 27 21 24 +19 28 22 25 +20 29 23 26 +21 30 24 27 +22 31 25 28 +23 32 26 29 +1 13 5 9 +2 14 6 10 +3 15 7 11 +4 16 8 12 +5 17 9 13 +6 18 10 14 +7 19 11 15 +8 20 12 16 +9 21 13 17 +10 22 14 18 +11 23 15 19 +12 24 16 20 +13 25 17 21 +14 26 18 22 +15 27 19 23 +16 28 20 24 +17 29 21 25 +18 30 22 26 +19 31 23 27 +20 32 24 28 +1 16 6 11 +2 17 7 12 +3 18 8 13 +4 19 9 14 +5 20 10 15 +6 21 11 16 +7 22 12 17 +8 23 13 18 +9 24 14 19 +10 25 15 20 +11 26 16 21 +12 27 17 22 +13 28 18 23 +14 29 19 24 +15 30 20 25 +16 31 21 26 +17 32 22 27 +1 19 7 13 +2 20 8 14 +3 21 9 15 +4 22 10 16 +5 23 11 17 +6 24 12 18 +7 25 13 19 +8 26 14 20 +9 27 15 21 +10 28 16 22 +11 29 17 23 +12 30 18 24 +13 31 19 25 +14 32 20 26 +1 22 8 15 +2 23 9 16 +3 24 10 17 +4 25 11 18 +5 26 12 19 +6 27 13 20 +7 28 14 21 +8 29 15 22 +9 30 16 23 +10 31 17 24 +11 32 18 25 +1 25 9 17 +2 26 10 18 +3 27 11 19 +4 28 12 20 +5 29 13 21 +6 30 14 22 +7 31 15 23 +8 32 16 24 +1 28 10 19 +2 29 11 20 +3 30 12 21 +4 31 13 22 +5 32 14 23 +1 31 11 21 +2 32 12 22 diff --git a/Ohmpi.py b/Ohmpi.py index 9c4eb6783d6320baa8472273c8fbf50c45f51429..e120ece82728c303da2a911f1e14cadf79d0e34b 100644 --- a/Ohmpi.py +++ b/Ohmpi.py @@ -1,57 +1,148 @@ """ created on January 6, 2020 -Update December 2021 +Update april 2021 Ohmpi.py is a program to control a low-cost and open hardward resistivity meter OhmPi that has been developed by Rémi CLEMENT(INRAE),Vivien DUBOIS(INRAE),Hélène GUYARD(IGE), Nicolas FORQUET (INRAE), and Yannick FARGIER (IFSTTAR). """ -print('OHMPI start' ) + +print('\033[1m'+'\033[31m'+' ________________________________') +print('| _ | | | || \/ || ___ \_ _|') +print('| | | | |_| || . . || |_/ / | |' ) +print('| | | | _ || |\/| || __/ | |') +print('\ \_/ / | | || | | || | _| |_') +print(' \___/\_| |_/\_| |_/\_| \___/ ') +print('\033[0m') +print('OhmPi start' ) +print('Vers: 1.51') print('Import library') -import RPi.GPIO as GPIO -import time -from datetime import datetime -import board -import busio -import numpy -import os -import sys + + +import time , board, busio, numpy, os, sys, json, glob,os.path,adafruit_tca9548a import adafruit_ads1x15.ads1115 as ADS from adafruit_ads1x15.analog_in import AnalogIn -import pandas as pd -import os.path -import json - -""" -display start time -""" +from pandas import DataFrame +from datetime import datetime +from adafruit_mcp230xx.mcp23008 import MCP23008 +from adafruit_mcp230xx.mcp23017 import MCP23017 +import digitalio +from digitalio import Direction +from gpiozero import CPUTemperature current_time = datetime.now() print(current_time.strftime("%Y-%m-%d %H:%M:%S")) - """ hardware parameters """ -R_ref = 50 # reference resistance value in ohm -coef_p0 = 2.5 # slope for current conversion for ADS.P0, measurement in V/V -coef_p1 = 2.5 # slope for current conversion for ADS.P1, measurement in V/V -coef_p2 = 2.5 # slope for current conversion for ADS.P2, measurement in V/V -coef_p3 = 2.5 # slope for current conversion for ADS.P3, measurement in V/V -export_path = "/home/pi/Desktop/measurement.csv" +R_shunt = 0.2# reference resistance value in ohm +coef_p2 = 2.50# slope for current conversion for ADS.P2, measurement in V/V +coef_p3 = 2.50 # slope for current conversion for ADS.P3, measurement in V/V +offset_p2= 0 +offset_p3= 0 +integer=10 +meas=numpy.zeros((3,integer)) """ import parameters """ + with open('ohmpi_param.json') as json_file: pardict = json.load(json_file) + +i2c = busio.I2C(board.SCL, board.SDA) #activation du protocle I2C +mcp = MCP23008(i2c, address=0x20) #connexion I2C MCP23008, injection de courant +ads_current = ADS.ADS1115(i2c, gain=16,data_rate=860, address=0X48)# connexion ADS1115, pour la mesure de courant +ads_voltage = ADS.ADS1115(i2c, gain=2/3,data_rate=860, address=0X49)# connexion ADS1115, pour la mesure de courant +#initialisation desvoie pour la polarité +pin0 = mcp.get_pin(0) +pin0.direction = Direction.OUTPUT +pin1 = mcp.get_pin(1) +pin1.direction = Direction.OUTPUT +pin0.value = False +pin1.value = False + + +# Initialisation MUX +Elec_A= adafruit_tca9548a.TCA9548A(i2c, 0X76) +Elec_B= adafruit_tca9548a.TCA9548A(i2c, 0X71) +Elec_M= adafruit_tca9548a.TCA9548A(i2c, 0X74) +Elec_N= adafruit_tca9548a.TCA9548A(i2c, 0X70) + + + """ functions """ # function swtich_mux select the right channels for the multiplexer cascade for electrodes A, B, M and N. -def switch_mux(quadripole): - path2elec = numpy.loadtxt("path2elec.txt", delimiter=" ", dtype=bool) - quadmux = numpy.loadtxt("quadmux.txt", delimiter=" ", dtype=int) +def switch_mux_on(quadripole): + elec_adress=[0x76,0X71,0x74,0x70] + + for i in range(0,4): + tca= adafruit_tca9548a.TCA9548A(i2c, elec_adress[i]) #choose MUX A B M or N + + if quadripole[i] < 17: + nb_i2C=7 + a=quadripole[i] + elif quadripole[i] > 16 and quadripole[i] < 33: + nb_i2C=6 + a=quadripole[i]-16 + elif quadripole[i] > 32 and quadripole[i] < 49: + nb_i2C=5 + a=quadripole[i]-32 + elif quadripole[i] > 48 and quadripole[i] < 65: + nb_i2C=4 + a=quadripole[i]-48 + + mcp2 = MCP23017(tca[nb_i2C]) + mcp2.get_pin(a-1).direction=digitalio.Direction.OUTPUT + mcp2.get_pin(a-1).value=True + +def switch_mux_off(quadripole): + elec_adress=[0x76,0X71,0x74,0x70] + + for i in range(0,4): + tca= adafruit_tca9548a.TCA9548A(i2c, elec_adress[i]) #choose MUX A B M or N + + if quadripole[i] < 17: + nb_i2C=7 + a=quadripole[i] + elif quadripole[i] > 16 and quadripole[i] < 33: + nb_i2C=6 + a=quadripole[i]-16 + elif quadripole[i] > 32 and quadripole[i] < 49: + nb_i2C=5 + a=quadripole[i]-32 + elif quadripole[i] > 48 and quadripole[i] < 65: + nb_i2C=4 + a=quadripole[i]-48 + + mcp2 = MCP23017(tca[nb_i2C]) + mcp2.get_pin(a-1).direction=digitalio.Direction.OUTPUT + mcp2.get_pin(a-1).value=False + + +#function to switch off mux +def ZERO_mux(nb_elec): + elec_adress=[0x76,0X71,0x74,0x70] for i in range(0,4): - for j in range(0,5) : - GPIO.output(int(quadmux[i,j]), bool(path2elec[quadripole[i]-1,j])) + tca= adafruit_tca9548a.TCA9548A(i2c, elec_adress[i]) #choose MUX A B M or N + for y in range(0,nb_elec): + qd=y+1 + if qd < 17: + nb_i2C=7 + a=qd + elif qd > 16 and qd < 33: + nb_i2C=6 + a=qd-16 + elif qd > 32 and qd < 49: + nb_i2C=5 + a=qd-32 + elif qd > 48 and qd < 65: + nb_i2C=4 + a=qd-48 + + mcp2 = MCP23017(tca[nb_i2C]) + mcp2.get_pin(a-1).direction=digitalio.Direction.OUTPUT + mcp2.get_pin(a-1).value= False # function to find rows with identical values in different columns def find_identical_in_line(array_object): @@ -70,12 +161,12 @@ def find_identical_in_line(array_object): if any(temp > 1): output.append(i) return output - +# # read quadripole file and apply tests def read_quad(filename, nb_elec): output = numpy.loadtxt(filename, delimiter=" ",dtype=int) # load quadripole file # locate lines where the electrode index exceeds the maximum number of electrodes - test_index_elec = numpy.array(numpy.where(output > 32)) + test_index_elec = numpy.array(numpy.where(output > nb_elec)) # locate lines where an electrode is referred twice test_same_elec = find_identical_in_line(output) # if statement with exit cases (rajouter un else if pour le deuxième cas du ticket #2) @@ -90,77 +181,79 @@ def read_quad(filename, nb_elec): else: return output -def gain_auto(channel): - gain=2/3 - if ((abs(channel.voltage)<2.040) and (abs(channel.voltage)>=1.023)): - gain=2 - elif ((abs(channel.voltage)<1.023) and (abs(channel.voltage)>=0.508)): - gain=4 - elif ((abs(channel.voltage)<0.508) and (abs(channel.voltage)>=0.250)): - gain=8 - elif abs(channel.voltage)<0.256: - gain=16 - #print(gain) - return gain - -# perform a measurement -def run_measurement(nb_stack, injection_deltat, Rref, coefp0, coefp1, coefp2, coefp3, elec_array): - i2c = busio.I2C(board.SCL, board.SDA) # I2C protocol setup - ads = ADS.ADS1115(i2c, gain=2/3) # I2C communication setup +def run_measurement(nb_stack, injection_deltat, R_shunt, coefp2, coefp3, elec_array): + start_time=time.time() # inner variable initialization sum_I=0 sum_Vmn=0 sum_Ps=0 - # GPIO initialization - GPIO.setmode(GPIO.BCM) - GPIO.setwarnings(False) - GPIO.setup(7, GPIO.OUT) - GPIO.setup(8, GPIO.OUT) - # resistance measurement + # injection courant and measure + mcp = MCP23008(i2c, address=0x20) + pin0 = mcp.get_pin(0) + pin0.direction = Direction.OUTPUT + pin1 = mcp.get_pin(1) + pin1.direction = Direction.OUTPUT + pin0.value = False + pin1.value = False for n in range(0,3+2*nb_stack-1) : + # current injection + if (n % 2) == 0: - GPIO.output(7, GPIO.HIGH) # polarity n°1 + + pin1.value = True + pin0.value = False # current injection polarity n°1 else: - GPIO.output(7, GPIO.LOW) # polarity n°2 - GPIO.output(8, GPIO.HIGH) # current injection + pin0.value = True + pin1.value = False# injection de courant polarity n°2 + start_delay=time.time() time.sleep(injection_deltat) # delay depending on current injection duration - ads = ADS.ADS1115(i2c, gain=2/3,data_rate=860)# select gain - ads = ADS.ADS1115(i2c, gain=gain_auto(AnalogIn(ads,ADS.P0)),data_rate=860) - Ia1 = AnalogIn(ads,ADS.P0).voltage * coefp0 # reading current value on ADS channel A0 - ads = ADS.ADS1115(i2c, gain=2/3,data_rate=860)# select gain - ads = ADS.ADS1115(i2c, gain=gain_auto(AnalogIn(ads,ADS.P1)),data_rate=860) - Ib1 = AnalogIn(ads,ADS.P1).voltage * coefp1 # reading current value on ADS channel A1 - ads = ADS.ADS1115(i2c, gain=2/3,data_rate=860)# select gain - ads = ADS.ADS1115(i2c, gain=gain_auto(AnalogIn(ads,ADS.P2)),data_rate=860) - Vm1 = AnalogIn(ads,ADS.P2).voltage * coefp2# reading voltage value on ADS channel A2 - ads = ADS.ADS1115(i2c, gain=2/3,data_rate=860)# select gain - ads = ADS.ADS1115(i2c, gain=gain_auto(AnalogIn(ads,ADS.P3)),data_rate=860) - Vn1 = AnalogIn(ads,ADS.P3).voltage * coefp3# reading voltage value on ADS channel A3 - GPIO.output(8, GPIO.LOW)# stop current injection - time.sleep(injection_deltat) # Dead time equivalent to the duration of the current injection pulse - I1= (Ia1 - Ib1)/Rref - sum_I=sum_I+I1 - Vmn1= (Vm1 - Vn1) + + + for k in range(0,integer): + meas[0,k] = ((AnalogIn(ads_current,ADS.P0).voltage/50)/R_shunt)*1000 # reading current value on ADS channel A0 + meas[1,k] = AnalogIn(ads_voltage,ADS.P0).voltage * coefp2*1000 + meas[2,k] = AnalogIn(ads_voltage,ADS.P1).voltage * coefp3*1000 # reading voltage value on ADS channel A2 + pin1.value = False; pin0.value = False# stop current injection + end_delay=time.time() + sum_I=sum_I+(numpy.mean(meas[0,:])) + Vmn1=((numpy.mean(meas[1,:]))-(numpy.mean(meas[2,:]))) if (n % 2) == 0: - sum_Vmn=sum_Vmn-Vmn1 - sum_Ps=sum_Ps+Vmn1 + sum_Vmn=sum_Vmn-Vmn1 + sum_Ps=sum_Ps+Vmn1 else: - sum_Vmn=sum_Vmn+Vmn1 - sum_Ps=sum_Ps+Vmn1 + sum_Vmn=sum_Vmn+Vmn1 + sum_Ps=sum_Ps+Vmn1 + end_calc=time.time() + cpu = CPUTemperature() + time.sleep((end_delay-start_delay)-(end_calc-end_delay)) # return averaged values - output = pd.DataFrame({ +# cpu= CPUTemperature() + output = DataFrame({ "time":[datetime.now()], "A":elec_array[0], "B":elec_array[1], "M":elec_array[2], "N":elec_array[3], - "Vmn":[sum_Vmn/(3+2*nb_stack-1)], - "I":[sum_I/(3+2*nb_stack-1)], - "R":[sum_Vmn/(3+2*nb_stack-1)/(sum_I/(3+2*nb_stack-1))], - "Ps":[sum_Ps/(3+2*nb_stack-1)], - "nbStack":[nb_stack] + "Vmn [mV]":[(sum_Vmn/(3+2*nb_stack-1))], + "I [mA]":[(sum_I/(3+2*nb_stack-1))], + "R [ohm]":[( (sum_Vmn/(3+2*nb_stack-1)/(sum_I/(3+2*nb_stack-1))))], +# "Rab [KOhm]":[(Tab*2.47)/(sum_I/(3+2*nb_stack-1))/1000], +# "Tx [V]":[Tx*2.47], + "Ps [mV]":[(sum_Ps/(3+2*nb_stack-1))], + "nbStack":[nb_stack], + "CPU temp [°C]":[cpu.temperature], +# "Hardware temp [°C]":[read_temp()-8], + "Time [S]":[(-start_time+time.time())] +# "Rcontact[ohm]":[Rc], +# "Rsoil[ohm]":[Rsoil], +# "Rab_theory [Ohm]":[(Rc*2+Rsoil)] + + + # Dead time equivalent to the duration of the current injection pulse }) + output=output.round(2) print(output.to_string()) + time.sleep(1) return output # save data @@ -175,45 +268,28 @@ def append_and_save(path, last_measurement): with open(path, 'a') as f: last_measurement.to_csv(f, header=True) -""" -Initialization of GPIO channels -""" -GPIO.setmode(GPIO.BCM) -GPIO.setwarnings(False) - -""" -Initialization of multiplexer channels -""" -pinList = [12,16,20,21,26,18,23,24,25,19,6,13,4,17,27,22,10,9,11,5] # List of GPIOs enabled for relay cards (electrodes) -for i in pinList: - GPIO.setup(i, GPIO.OUT) - GPIO.output(i, GPIO.HIGH) - """ Main loop """ -N=read_quad("ABMN.txt",pardict.get("nb_electrodes")) # load quadripole file +N=read_quad("dd.txt",pardict.get("nb_electrodes")) # load quadripole file if N.ndim == 1: N = N.reshape(1, 4) - +ZERO_mux(pardict.get("nb_electrodes")) for g in range(0,pardict.get("nbr_meas")): # for time-lapse monitoring for i in range(0,N.shape[0]): # loop over quadripoles # call the switch_mux function to switch to the right electrodes - switch_mux(N[i,]) + + switch_mux_on(N[i,]) # run a measurement - current_measurement = run_measurement(pardict.get("stack"), pardict.get("injection_duration"), R_ref, coef_p0, coef_p1, coef_p2, coef_p3, N[i,]) - - # save data and print in a text file + current_measurement = run_measurement(pardict.get("stack"), pardict.get("injection_duration"), R_shunt, coef_p2, coef_p3, N[i,]) + switch_mux_off(N[i,]) + #save data and print in a text file append_and_save(pardict.get("export_path"), current_measurement) - - # reset multiplexer channels - GPIO.output(12, GPIO.HIGH); GPIO.output(16, GPIO.HIGH); GPIO.output(20, GPIO.HIGH); GPIO.output(21, GPIO.HIGH); GPIO.output(26, GPIO.HIGH) - GPIO.output(18, GPIO.HIGH); GPIO.output(23, GPIO.HIGH); GPIO.output(24, GPIO.HIGH); GPIO.output(25, GPIO.HIGH); GPIO.output(19, GPIO.HIGH) - GPIO.output(6, GPIO.HIGH); GPIO.output(13, GPIO.HIGH); GPIO.output(4, GPIO.HIGH); GPIO.output(17, GPIO.HIGH); GPIO.output(27, GPIO.HIGH) - GPIO.output(22, GPIO.HIGH); GPIO.output(10, GPIO.HIGH); GPIO.output(9, GPIO.HIGH); GPIO.output(11, GPIO.HIGH); GPIO.output(5, GPIO.HIGH) - + print(i+1,'/',N.shape[0]) + print('end of sequence') + ZERO_mux(pardict.get("nb_electrodes")) time.sleep(pardict.get("sequence_delay")) #waiting next measurement (time-lapse) diff --git a/PCB_file_measurement card/card_measure_raspberry_v3.04.fzz b/PCB_file_measurement card/card_measure_raspberry_v3.04.fzz deleted file mode 100644 index 7e990b16aafe7ecffaee0889aef5a6ec52953d5b..0000000000000000000000000000000000000000 Binary files a/PCB_file_measurement card/card_measure_raspberry_v3.04.fzz and /dev/null differ diff --git a/PCB_file_measurement card/card_measure_raspberry_v3.04_bom.html b/PCB_file_measurement card/card_measure_raspberry_v3.04_bom.html deleted file mode 100644 index 04f2b98b22281261ae826c889cd67e3d6dac9dc6..0000000000000000000000000000000000000000 --- a/PCB_file_measurement card/card_measure_raspberry_v3.04_bom.html +++ /dev/null @@ -1,208 +0,0 @@ -<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd"> -<html xmlns="http://www.w3.org/1999/xhtml"> -<head> -<meta http-equiv="Content-Type" content="text/html; charset=utf-8" /> -<title>Fritzing Bill of Materials</title> -<style type="text/css"> -.meta { - font-size: small; - margin: 0.4em 0; -} -table { - border-collapse: collapse; -} -th { - font-weight: bold; - text-align: left; - border-bottom: 1px solid black; - padding: 0.1em 1.5em 0.2em 0.1em; -} -td { - border-bottom: 1px solid #CCC; - padding: 0.5em 1.5em 0.5em 0.1em; -} -.props { - font-size: smaller; -} -</style> -</head> - -<body> -<h1>Bill of Materials: card_measure_raspberry_v3.04.fzz</h1> -<p class="meta">C:/Users/remi.clement/Documents/28_ohmpi_all_git/PCB_file_measurement card/card_measure_raspberry_v3.04.fzz</p> -<p class="meta">vendredi, décembre 18 2020, 21:47:29</p> - -<h2>Assembly List</h2> -<table> - - <thead> - <tr> - <th>Label</th> - <th>Part Type</th> - <th>Properties</th> - </tr> - </thead> - <tbody> - <tr> - <td>C1</td> - <td>Ceramic Capacitor</td> - <td class="props">boîtier 100 mil [THT, multilayer]; capacité 100nF; tension 50V</td> -</tr><tr> - <td>C2</td> - <td>Ceramic Capacitor</td> - <td class="props">boîtier 100 mil [THT, multilayer]; capacité 100nF; tension 50V</td> -</tr><tr> - <td>C3</td> - <td>Ceramic Capacitor</td> - <td class="props">boîtier 100 mil [THT, multilayer]; capacité 100nF; tension 50V</td> -</tr><tr> - <td>C4</td> - <td>Ceramic Capacitor</td> - <td class="props">boîtier 100 mil [THT, multilayer]; capacité 100nF; tension 50V</td> -</tr><tr> - <td>Composant1</td> - <td>Adafruit ADS1115 16Bit I2C ADC</td> - <td class="props">variante variant 2; numéro du composant Adafruit #1115</td> -</tr><tr> - <td>Fuse1</td> - <td>Fuse </td> - <td class="props">variante variant 1; datasheet https://www.mouser.fr/datasheet/2/240/Littelfuse_Fuse_251_253_Datasheet_pdf-522535.pdf; manufacturer little fuse</td> -</tr><tr> - <td>J6</td> - <td>Screw terminal - 14 pins</td> - <td class="props">Taille du trou 1.0mm,0.508mm; espacement des broches 0.137in (3.5mm); boîtier THT; broches 14</td> -</tr><tr> - <td>LM358-1</td> - <td>LM358</td> - <td class="props">boîtier dip08; chip lm358</td> -</tr><tr> - <td>LM358-2</td> - <td>LM358</td> - <td class="props">boîtier dip08; chip lm358</td> -</tr><tr> - <td>LM358-3</td> - <td>LM358</td> - <td class="props">boîtier dip08; chip lm358</td> -</tr><tr> - <td>LM358-4</td> - <td>LM358</td> - <td class="props">boîtier dip08; chip lm358</td> -</tr><tr> - <td>R1</td> - <td>1kΩ Resistor</td> - <td class="props">espacement des broches 400 mil; tolérance ±0.1%; bands 4; boîtier THT; résistance 1kΩ</td> -</tr><tr> - <td>R2</td> - <td>1.5kΩ Resistor</td> - <td class="props">espacement des broches 400 mil; tolérance ±0.1%; bands 4; boîtier THT; résistance 1.5kΩ</td> -</tr><tr> - <td>R3</td> - <td>1kΩ Resistor</td> - <td class="props">espacement des broches 400 mil; tolérance ±0.1%; bands 4; boîtier THT; résistance 1kΩ</td> -</tr><tr> - <td>R4</td> - <td>1.5kΩ Resistor</td> - <td class="props">espacement des broches 400 mil; tolérance ±0.1%; bands 4; boîtier THT; résistance 1.5kΩ</td> -</tr><tr> - <td>R5</td> - <td>50Ω Resistor</td> - <td class="props">espacement des broches 400 mil; tolérance ±0.1%; bands 4; boîtier THT; résistance 50Ω</td> -</tr><tr> - <td>R6</td> - <td>1.5kΩ Resistor</td> - <td class="props">espacement des broches 400 mil; tolérance ±0.1%; bands 4; boîtier THT; résistance 1.5kΩ</td> -</tr><tr> - <td>R7</td> - <td>1kΩ Resistor</td> - <td class="props">espacement des broches 400 mil; tolérance ±0.1%; bands 4; boîtier THT; résistance 1kΩ</td> -</tr><tr> - <td>R8</td> - <td>1.5kΩ Resistor</td> - <td class="props">espacement des broches 400 mil; tolérance ±0.1%; bands 4; boîtier THT; résistance 1.5kΩ</td> -</tr><tr> - <td>R9</td> - <td>1kΩ Resistor</td> - <td class="props">espacement des broches 400 mil; tolérance ±0.1%; bands 4; boîtier THT; résistance 1kΩ</td> -</tr><tr> - <td>R10</td> - <td>10MΩ Resistor</td> - <td class="props">espacement des broches 400 mil; tolérance ±5%; bands 4; boîtier THT; résistance 10MΩ</td> -</tr><tr> - <td>R11</td> - <td>10MΩ Resistor</td> - <td class="props">espacement des broches 400 mil; tolérance ±5%; bands 4; boîtier THT; résistance 10MΩ</td> -</tr><tr> - <td>R12</td> - <td>10MΩ Resistor</td> - <td class="props">espacement des broches 400 mil; tolérance ±5%; bands 4; boîtier THT; résistance 10MΩ</td> -</tr><tr> - <td>R13</td> - <td>10MΩ Resistor</td> - <td class="props">espacement des broches 400 mil; tolérance ±5%; bands 4; boîtier THT; résistance 10MΩ</td> -</tr><tr> - <td>TRN3-1215</td> - <td>TRN3-1211</td> - <td class="props">variante 1211</td> -</tr><tr> - <td>TRN3-1215</td> - <td>TRN3-1211</td> - <td class="props">variante 1211</td> -</tr> - </tbody> -</table> -<h2>Shopping List</h2> -<table> - <thead> - <tr> - <th>Amount</th> - <th>Part Type</th> - <th>Properties</th> - </tr> - </thead> - <tbody> -<tr> - <td>4</td> - <td>Ceramic Capacitor</td> - <td class="props">boîtier 100 mil [THT, multilayer]; capacité 100nF; tension 50V</td> -</tr><tr> - <td>1</td> - <td>Adafruit ADS1115 16Bit I2C ADC</td> - <td class="props">variante variant 2; numéro du composant Adafruit #1115</td> -</tr><tr> - <td>1</td> - <td>Fuse </td> - <td class="props">variante variant 1; datasheet https://www.mouser.fr/datasheet/2/240/Littelfuse_Fuse_251_253_Datasheet_pdf-522535.pdf; manufacturer little fuse</td> -</tr><tr> - <td>1</td> - <td>Screw terminal - 14 pins</td> - <td class="props">Taille du trou 1.0mm,0.508mm; espacement des broches 0.137in (3.5mm); boîtier THT; broches 14</td> -</tr><tr> - <td>4</td> - <td>LM358</td> - <td class="props">boîtier dip08; chip lm358</td> -</tr><tr> - <td>4</td> - <td>1kΩ Resistor</td> - <td class="props">espacement des broches 400 mil; tolérance ±0.1%; bands 4; boîtier THT; résistance 1kΩ</td> -</tr><tr> - <td>4</td> - <td>1.5kΩ Resistor</td> - <td class="props">espacement des broches 400 mil; tolérance ±0.1%; bands 4; boîtier THT; résistance 1.5kΩ</td> -</tr><tr> - <td>1</td> - <td>50Ω Resistor</td> - <td class="props">espacement des broches 400 mil; tolérance ±0.1%; bands 4; boîtier THT; résistance 50Ω</td> -</tr><tr> - <td>4</td> - <td>10MΩ Resistor</td> - <td class="props">espacement des broches 400 mil; tolérance ±5%; bands 4; boîtier THT; résistance 10MΩ</td> -</tr><tr> - <td>2</td> - <td>TRN3-1211</td> - <td class="props">variante 1211</td> -</tr> - </tbody> -</table> -<p class="meta"><br/>Exported with Fritzing 0.9.4- http://fritzing.org</p> -</body> -</html> diff --git a/PCB_file_measurement 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-1,64 +0,0 @@ -*Pick And Place List -*Company= -*Author= -*eMail= -* -*Project=card_measure_raspberry_v3.04 -*Date=21:47:16 -*CreatedBy=Fritzing 0.9.4.2019-12-01.CD-498-0-a1ffcea -* -* -*Coordinates in mm, always center of component -*Origin 0/0=Lower left corner of PCB -*Rotation in degree (0-360, math. pos.) -* -*No;Value;Package;X;Y;Rotation;Side;Name -1;;dip08;37.6566;-46.0127;90;Bottom;LM358-1 -2;;THT;64.9137;-51.1885;0;Bottom;J6 -3;1k;THT;29.0867;-50.9226;90;Bottom;R3 -4;;;31.6324;-76.3844;0;Bottom;TXT3 -5;;;72.2988;-45.686;0;Bottom;TXT2 -6;50;THT;54.2835;-45.8426;-90;Bottom;R5 -7;;;3.68675;-5.20256;0;Bottom;Hole4 -8;100nF;100 mil [THT, multilayer];23.9666;-16.5079;-90;Bottom;C3 -9;1.5k;THT;29.0867;-38.2226;90;Bottom;R4 -10;10M;THT;48.3867;-30.7827;0;Bottom;R11 -11;;;3.68675;-81.4026;0;Bottom;Hole3 -12;;;72.2988;-31.6258;0;Bottom;TXT2 -13;100nF;100 mil [THT, multilayer];21.4667;-34.0573;0;Bottom;C4 -14;100nF;100 mil [THT, multilayer];39.692;-52.7827;0;Bottom;C2 -15;;;72.2668;-81.4026;0;Bottom;Hole2 -16;1k;THT;8.96676;-30.8626;90;Bottom;R7 -17;1k;THT;47.4667;-53.3627;90;Bottom;R1 -18;;;72.2986;-49.4567;0;Bottom;TXT2 -19;;;72.2988;-42.2225;0;Bottom;TXT2 -20;;;72.2987;-28.0842;0;Bottom;TXT2 -21;;;56.4267;-37.2826;0;Bottom;Fuse1 -22;;;14.7992;-54.4326;-90;Bottom;Composant1 -23;1.5k;THT;8.96676;-18.3627;90;Bottom;R6 -24;;dip08;37.2768;-59.5126;90;Bottom;LM358-2 -25;;;72.2668;-5.20256;0;Bottom;Hole1 -26;;;47.0689;-6.2461;0;Bottom;TRN3-1215 -27;1k;THT;29.0867;-25.5226;90;Bottom;R9 -28;;;60.2127;-12.9351;0;Bottom;TXT3 -29;;;72.2987;-63.1096;0;Bottom;TXT2 -30;;;51.2658;-40.8438;0;Bottom;TXT6 -31;;;72.2986;-56.1372;0;Bottom;TXT2 -32;;;72.2987;-66.3947;0;Bottom;TXT2 -33;;;11.0396;-53.884;0;Bottom;TXT4 -34;;;72.2987;-35.6898;0;Bottom;TXT2 -35;;;72.2986;-52.4952;0;Bottom;TXT2 -36;100nF;100 mil [THT, multilayer];38.6921;-66.7827;0;Bottom;C1 -37;;;72.2986;-39.0222;0;Bottom;TXT2 -38;10M;THT;4.96655;-18.3627;90;Bottom;R12 -39;;dip08;20.1967;-9.01264;90;Bottom;LM358-3 -40;;;72.2987;-59.6624;0;Bottom;TXT2 -41;1.5k;THT;29.0867;-12.8226;90;Bottom;R8 -42;1.5k;THT;46.8667;-40.7626;90;Bottom;R2 -43;;;72.2987;-70.299;0;Bottom;TXT2 -44;10M;THT;33.9666;-13.8626;90;Bottom;R13 -45;;;51.9042;-52.5271;0;Bottom;TXT5 -46;;;72.2985;-73.8911;0;Bottom;TXT2 -47;10M;THT;57.9668;-47.3626;90;Bottom;R10 -48;;dip08;20.1967;-26.7926;90;Bottom;LM358-4 -49;;;47.0692;-19.7527;0;Bottom;TRN3-1215 diff --git a/PCB_file_measurement card/card_measure_raspberry_v3.04_silkBottom.gbo b/PCB_file_measurement card/card_measure_raspberry_v3.04_silkBottom.gbo deleted file mode 100644 index 4a1306f95d1c8764274429a2c1caa5187ad84028..0000000000000000000000000000000000000000 --- a/PCB_file_measurement card/card_measure_raspberry_v3.04_silkBottom.gbo +++ /dev/null @@ -1,24 +0,0 @@ -G04 MADE WITH FRITZING* -G04 WWW.FRITZING.ORG* -G04 DOUBLE SIDED* -G04 HOLES PLATED* -G04 CONTOUR ON CENTER OF CONTOUR VECTOR* -%ASAXBY*% -%FSLAX23Y23*% -%MOIN*% 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-X0Y14D02* -X7Y14D01* -X3039Y14D02* -X3046Y14D01* -X0Y13D02* -X7Y13D01* -X3039Y13D02* -X3046Y13D01* -X0Y12D02* -X7Y12D01* -X3039Y12D02* -X3046Y12D01* -X0Y11D02* -X7Y11D01* -X3039Y11D02* -X3046Y11D01* -X0Y10D02* -X7Y10D01* -X3039Y10D02* -X3046Y10D01* -X0Y9D02* -X3046Y9D01* -X0Y8D02* -X3046Y8D01* -X0Y7D02* -X3046Y7D01* -X0Y6D02* -X3046Y6D01* -X0Y5D02* -X3046Y5D01* -X0Y4D02* -X3046Y4D01* -X0Y3D02* -X3046Y3D01* -X0Y2D02* -X3046Y2D01* -D02* -G04 End of Silk1* -M02* \ No newline at end of file diff --git a/PCB_file_measurement card/card_measure_raspberry_v3.08.fzz b/PCB_file_measurement card/card_measure_raspberry_v3.08.fzz new file mode 100644 index 0000000000000000000000000000000000000000..f9f949b0cc3195e57588b30293d8e5c1a11718bf Binary files /dev/null and b/PCB_file_measurement card/card_measure_raspberry_v3.08.fzz differ diff --git a/calibration_single.py b/calibration_single.py new file mode 100644 index 0000000000000000000000000000000000000000..c947e49cacabd43fdcf2dbb9e050742dc1bd4f73 --- /dev/null +++ b/calibration_single.py @@ -0,0 +1,33 @@ +import RPi.GPIO as GPIO +import time , board, busio, numpy, os, sys, json, glob, statistics +from datetime import datetime +import adafruit_ads1x15.ads1115 as ADS +from adafruit_ads1x15.analog_in import AnalogIn +import pandas as pd +import os.path +from gpiozero import CPUTemperature +i2c = busio.I2C(board.SCL, board.SDA) # I2C protocol setup +ads = ADS.ADS1115(i2c, gain=2/3,data_rate=860) +GPIO.setmode(GPIO.BCM) +GPIO.setwarnings(False) +GPIO.setup(7, GPIO.OUT) +GPIO.setup(8, GPIO.OUT) +coef_p0 = 2.47 # slope for current conversion for ADS.P0, measurement in V/V +coef_p1 = 2.47# slope for current conversion for ADS.P1, measurement in V/V +coef_p2 = 2.4748 # slope for current conversion for ADS.P2, measurement in V/V +coef_p3 = 2.4748 # slope for current conversion for ADS.P3, measurement in V/V +integer=1000 +meas=numpy.zeros((4,integer)) +for i in range(0,100) : + sum_I=0 + GPIO.output(8, GPIO.HIGH) # current injection + time.sleep(4) + for i in range(0,integer) : + meas[0,i] = AnalogIn(ads,ADS.P3).voltage + + GPIO.output(8, GPIO.LOW) + std=statistics.stdev(meas[0,:]) + mean=statistics.mean(meas[0,:]) + print(mean,std) + #print(2.4653*mean+0.0073, std) + time.sleep(4) diff --git a/cpuinfpotest.py b/cpuinfpotest.py new file mode 100644 index 0000000000000000000000000000000000000000..18a758bdedd08324a64aa2e002685f37823dbf11 --- /dev/null +++ b/cpuinfpotest.py @@ -0,0 +1,2 @@ +import psutil +print(psutil.virtual_memory()) \ No newline at end of file diff --git a/dd.txt b/dd.txt new file mode 100644 index 0000000000000000000000000000000000000000..c00dd97c0e6e65562c0bca92249bffe10dcad327 --- /dev/null +++ b/dd.txt @@ -0,0 +1,148 @@ +1 2 3 4 +1 3 5 7 +1 4 7 10 +1 5 9 13 +1 6 11 16 +1 7 13 19 +1 8 15 22 +1 9 17 25 +2 3 4 5 +2 4 6 8 +2 5 8 11 +2 6 10 14 +2 7 12 17 +2 8 14 20 +2 9 16 23 +2 10 18 26 +3 4 5 6 +3 5 7 9 +3 6 9 12 +3 7 11 15 +3 8 13 18 +3 9 15 21 +3 10 17 24 +3 11 19 27 +4 5 6 7 +4 6 8 10 +4 7 10 13 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19 +16 18 20 22 +16 19 22 25 +16 20 24 28 +16 21 26 31 +17 18 19 20 +17 19 21 23 +17 20 23 26 +17 21 25 29 +17 22 27 32 +18 19 20 21 +18 20 22 24 +18 21 24 27 +18 22 26 30 +19 20 21 22 +19 21 23 25 +19 22 25 28 +19 23 27 31 +20 21 22 23 +20 22 24 26 +20 23 26 29 +20 24 28 32 +21 22 23 24 +21 23 25 27 +21 24 27 30 +22 23 24 25 +22 24 26 28 +22 25 28 31 +23 24 25 26 +23 25 27 29 +23 26 29 32 +24 25 26 27 +24 26 28 30 +25 26 27 28 +25 27 29 31 +26 27 28 29 +26 28 30 32 +27 28 29 30 +28 29 30 31 +29 30 31 32 diff --git a/measurement.csv b/measurement.csv new file mode 100644 index 0000000000000000000000000000000000000000..f8aeb9cf34fbceadd842e8e961008dce36c51000 --- /dev/null +++ b/measurement.csv @@ -0,0 +1,10582 @@ +0,2021-01-01 18:38:40.599997,1,4,2,3,-119.951,12.102,-9.912,950.539,12.11,-2.071,3,42.394,23.812 +0,2021-01-01 18:38:52.994152,1,4,2,3,-120.888,12.102,-9.989,950.539,12.11,-1.134,3,43.47,23.812 +0,2021-01-01 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20:50:30.906547,1,4,2,3,120.544,11.964,10.075,950.757,11.975,-1.459,1,43.47,19.812,0 days 00:00:06.715346 +0,2021-01-02 20:50:48.686918,1,4,2,3,120.544,11.977,10.065,949.742,11.975,-1.165,1,41.318,19.812,0 days 00:00:06.745533 +0,2021-01-02 20:51:06.675519,1,4,2,3,119.699,11.982,9.99,949.37,11.976,-0.981,1,41.856,20.0,0 days 00:00:06.968990 +0,2021-01-02 20:51:24.561205,1,4,2,3,120.838,11.985,10.083,949.198,11.975,-0.945,1,44.008,20.062,0 days 00:00:06.842269 +0,2021-01-02 20:51:42.276699,1,4,2,3,121.94,11.992,10.168,948.639,11.975,-1.606,1,44.008,20.25,0 days 00:00:06.702429 +0,2021-01-02 20:52:00.051763,1,4,2,3,120.654,11.999,10.056,948.129,11.978,-0.908,1,46.698,20.375,0 days 00:00:06.745834 +0,2021-01-02 22:04:27.442516,1,4,2,3,120.398,11.967,10.061,950.473,11.975,-2.267,1,51.54,20.875,-7.549 +0,2021-01-02 22:04:45.190850,1,4,2,3,120.728,11.984,10.074,949.148,11.976,-0.393,1,45.622,20.937,-7.653 +0,2021-01-02 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18:15:37.061176,1,4,2,3,123.33,12.16,10.15,954.18,12.21,0.54,1,43.47,23.75,5.55 +0,2021-01-03 18:15:52.768786,1,4,2,3,122.39,12.17,10.06,953.19,12.21,0.72,1,42.93,23.62,5.54 +0,2021-01-03 18:16:08.281665,1,4,2,3,122.77,12.16,10.09,953.9,12.21,0.72,1,44.01,23.62,5.41 +0,2021-01-03 18:16:23.893722,1,4,2,3,122.02,12.19,10.01,951.37,12.21,-0.03,1,43.47,23.25,5.5 +0,2021-01-03 18:16:39.454269,1,4,2,3,123.14,12.16,10.12,953.95,12.21,0.72,1,43.47,23.38,5.49 +0,2021-01-03 18:16:55.146028,1,4,2,3,123.7,12.22,10.13,949.81,12.21,0.91,1,43.47,23.19,5.54 +0,2021-01-03 18:17:10.765568,1,4,2,3,124.27,12.17,10.21,953.42,12.21,2.97,1,42.93,23.06,5.49 +0,2021-01-03 18:17:26.383586,1,4,2,3,123.52,12.18,10.14,952.54,12.21,2.6,1,42.39,23.12,5.57 +0,2021-01-03 18:17:42.048593,1,4,2,3,122.58,12.17,10.07,953.08,12.21,2.04,1,44.01,23.12,5.47 +0,2021-01-03 18:17:57.527824,1,4,2,3,123.89,12.19,10.17,952.08,12.21,1.85,1,44.01,23.31,5.41 +0,2021-01-03 18:18:18.028716,1,4,2,3,122.39,12.19,10.04,951.31,12.21,0.35,1,54.77,23.06,5.39 +0,2021-01-03 18:18:33.433644,1,4,2,3,123.7,12.2,10.14,950.97,12.21,1.29,1,52.08,23.19,5.33 +0,2021-01-03 18:18:49.028206,1,4,2,3,122.58,12.19,10.06,951.96,12.21,2.41,1,47.24,23.44,5.52 +0,2021-01-03 18:19:04.543085,1,4,2,3,122.77,12.14,10.11,955.47,12.21,1.47,1,47.24,23.44,5.44 +0,2021-01-03 18:19:20.054106,1,4,2,3,123.89,12.2,10.15,950.91,12.21,1.1,1,45.08,23.5,5.32 +0,2021-01-03 18:19:35.672157,1,4,2,3,122.95,12.17,10.1,952.96,12.21,0.91,1,46.16,23.44,5.55 +0,2021-01-03 18:20:07.753326,1,4,2,3,123.14,12.2,10.1,950.97,12.21,1.85,1,54.77,23.38,5.31 +0,2021-01-03 18:20:23.331864,1,4,2,3,124.08,12.16,10.2,953.61,12.21,0.54,1,47.24,23.5,5.42 +0,2021-01-03 18:20:38.855316,1,4,2,3,123.7,12.19,10.15,951.45,12.21,1.66,1,49.93,23.69,5.42 +0,2021-01-03 18:20:54.297142,1,4,2,3,123.89,12.18,10.17,952.19,12.21,2.22,1,47.24,23.81,5.37 +0,2021-01-03 18:21:09.797887,1,4,2,3,123.33,12.17,10.14,953.54,12.21,1.66,1,46.16,23.88,5.44 +0,2021-01-03 18:21:25.247107,1,4,2,3,123.14,12.18,10.11,952.81,12.21,1.85,1,46.7,23.75,5.31 +0,2021-01-03 18:21:40.780812,1,4,2,3,123.14,12.15,10.14,954.83,12.21,0.72,1,45.62,23.88,5.52 +0,2021-01-03 18:21:56.419867,1,4,2,3,122.77,12.2,10.06,950.56,12.21,1.85,1,46.16,23.81,5.48 +0,2021-01-03 18:22:12.013595,1,4,2,3,123.89,12.17,10.18,953.73,12.21,1.1,1,46.16,23.62,5.52 +0,2021-01-03 18:22:27.623456,1,4,2,3,123.7,,,,12.21,1.29,1,48.31,23.5,5.44 +0,2021-01-03 18:22:43.020079,1,4,2,3,124.27,12.22,10.17,949.76,12.21,1.47,1,46.7,23.38,5.36 +0,2021-01-03 18:23:11.206284,1,4,2,3,,12.18,,952.31,12.21,,1,55.84,23.56,5.35 +0,2021-01-03 18:23:26.647004,1,4,2,3,,,,,12.21,,1,50.46,23.44,5.31 +0,2021-01-03 18:23:42.264179,1,4,2,3,,,,,12.21,,1,46.16,23.75,5.49 +0,2021-01-03 18:23:57.830171,1,4,2,3,,,,,12.21,,1,45.08,23.62,5.49 +0,2021-01-03 18:24:25.124918,1,4,2,3,,12.18,,952.31,12.21,,1,46.16,23.94,5.51 +0,2021-01-03 18:24:40.725880,1,4,2,3,,,,,12.21,,1,45.08,23.94,5.47 +0,2021-01-03 18:24:56.221772,1,4,2,3,,,,,12.21,,1,45.08,23.81,5.4 +0,2021-01-03 18:25:51.352340,1,4,2,3,,12.18,,952.64,12.21,,1,46.16,23.56,5.52 +0,2021-01-03 18:26:06.873613,1,4,2,3,,12.16,,953.62,12.21,,1,45.08,23.38,5.37 +0,2021-01-03 18:28:10.603018,1,4,2,3,,12.35,,939.74,12.23,,1,45.08,23.0,5.4 +0,2021-01-03 18:28:45.631398,1,4,2,3,,12.18,,952.91,12.21,,1,54.77,23.06,5.35 +0,2021-01-03 18:29:01.125741,1,4,2,3,,,,,12.22,,1,49.39,23.0,5.42 +0,2021-01-03 18:29:16.726772,1,4,2,3,,,,,,,1,47.24,23.12,5.47 +0,2021-01-03 18:29:34.397601,1,4,2,3,,,,,12.21,,1,47.77,23.06,5.43 +0,2021-01-03 18:29:49.967456,1,4,2,3,,12.19,,951.65,12.21,,1,46.7,23.12,6.31 +0,2021-01-03 18:30:06.395971,1,4,2,3,,12.23,,948.63,12.22,,1,45.08,23.19,5.48 +0,2021-01-03 18:30:25.429190,1,4,2,3,,12.19,,951.6,12.21,,1,46.16,23.31,7.48 +0,2021-01-03 18:30:42.896160,1,4,2,3,,12.21,,949.74,12.21,,1,45.62,23.12,7.33 +0,2021-01-03 18:31:16.421881,1,4,2,3,123.7,12.21,10.13,949.73,12.21,1.66,1,46.16,23.31,7.26 +0,2021-01-03 18:31:34.079310,1,4,2,3,123.7,12.2,10.14,950.97,12.21,1.66,1,44.01,23.12,7.53 +0,2021-01-03 18:31:51.815103,1,4,2,3,,12.16,,953.63,12.21,,1,44.55,23.12,7.56 +0,2021-01-03 18:32:08.976785,1,4,2,3,,12.2,,951.05,12.21,,1,45.08,23.19,7.07 +0,2021-01-03 18:32:26.521631,1,4,2,3,123.7,12.2,10.14,950.84,12.21,1.66,1,45.08,23.12,8.32 +0,2021-01-03 18:34:00.724461,1,4,2,3,,12.2,,951.01,12.21,,1,54.77,23.44,6.67 +0,2021-01-03 18:34:18.169506,1,4,2,3,,12.2,,951.08,12.21,,1,48.31,23.38,8.17 +0,2021-01-03 18:34:36.116104,1,4,2,3,,12.2,,951.07,12.21,,1,47.77,23.5,6.9 +0,2021-01-03 18:34:51.439233,1,4,2,3,123.25,12.18,10.12,952.45,12.21,1.21,1,47.24,23.62,7.56 +0,2021-01-03 18:35:09.092668,1,4,2,3,123.7,12.2,10.14,951.01,12.21,1.66,1,45.62,23.38,7.48 +0,2021-01-03 18:39:04.463905,1,4,2,3,123.37,12.2,10.11,950.88,12.21,1.32,1,45.08,23.0,7.52 +0,2021-01-03 18:43:08.624774,1,4,2,3,124.04,12.33,10.06,941.31,12.23,3.43,1,42.93,22.12,7.38 +0,2021-01-03 18:43:26.572955,1,4,2,3,124.49,12.26,10.16,947.08,12.22,2.45,1,45.08,22.19,7.79 +0,2021-01-03 18:43:43.403072,1,4,2,3,123.24,12.24,10.07,948.63,12.22,2.05,1,45.08,22.31,7.51 +0,2021-01-03 18:44:01.549994,1,4,2,3,123.73,12.23,10.12,949.23,12.22,2.69,1,44.01,22.31,7.16 +0,2021-01-03 18:44:17.709578,1,4,2,3,124.08,12.21,10.16,950.16,12.21,2.04,1,44.01,22.5,5.45 +0,2021-01-03 18:44:33.118659,1,4,2,3,123.14,12.18,10.11,952.74,12.22,2.22,1,45.08,22.56,6.28 +0,2021-01-03 18:44:49.630222,1,4,2,3,122.77,12.18,10.08,952.3,12.21,1.85,1,41.86,22.56,5.42 +0,2021-01-03 18:45:05.150931,1,4,2,3,124.08,12.15,10.21,954.99,12.21,2.04,1,43.47,22.38,5.4 +0,2021-01-03 18:45:27.194160,1,4,2,3,123.17,12.15,10.13,955.11,12.21,2.2,1,42.93,22.31,5.74 +0,2021-01-03 18:45:43.062138,1,4,2,3,124.08,12.18,10.19,952.3,12.21,2.04,1,41.86,22.31,5.69 +0,2021-01-03 18:45:58.856363,1,4,2,3,124.08,12.16,10.2,953.97,12.21,1.29,1,40.78,22.38,5.66 +0,2021-01-03 18:46:14.603739,1,4,2,3,124.2,12.24,10.15,947.82,12.21,1.16,1,41.32,22.25,5.66 +0,2021-01-03 18:46:30.367821,1,4,2,3,123.98,12.18,10.18,952.38,12.21,1.13,1,40.78,22.56,5.66 +0,2021-01-03 18:46:46.138069,1,4,2,3,122.83,12.18,10.08,952.3,12.21,0.79,1,40.78,22.44,5.66 +0,2021-01-03 18:47:01.897899,1,4,2,3,123.7,12.16,10.17,954.14,12.21,1.66,1,40.78,22.31,5.66 +0,2021-01-03 18:47:17.653863,1,4,2,3,123.33,12.2,10.11,951.18,12.21,1.29,1,40.78,22.31,5.66 +0,2021-01-03 18:47:33.406382,1,4,2,3,123.08,12.16,10.12,953.76,12.21,1.04,1,40.78,22.19,5.66 +0,2021-01-03 18:47:49.174448,1,4,2,3,123.73,12.22,10.13,949.54,12.21,1.63,1,40.78,22.25,5.67 +0,2021-01-03 18:48:04.949212,1,4,2,3,123.2,12.17,10.12,953.14,12.21,0.41,1,40.78,22.38,5.73 +0,2021-01-03 18:48:20.834554,1,4,2,3,123.45,12.23,10.09,948.5,12.21,0.41,1,40.78,22.38,6.67 +0,2021-01-03 18:48:37.544148,1,4,2,3,123.2,12.2,10.1,950.73,12.21,1.16,1,40.78,22.12,5.68 +0,2021-01-03 18:48:53.283619,1,4,2,3,123.2,12.22,10.08,949.18,12.21,1.16,1,42.93,22.19,6.54 +0,2021-01-03 18:49:09.887356,1,4,2,3,123.48,12.22,10.11,949.39,12.21,1.38,1,42.39,22.12,5.57 +0,2021-01-03 18:49:25.711229,1,4,2,3,123.95,12.15,10.2,954.74,12.21,2.66,1,41.32,22.12,5.7 +0,2021-01-03 18:49:41.446698,1,4,2,3,124.58,12.18,10.23,952.92,12.21,1.79,1,40.78,22.12,5.65 +0,2021-01-03 18:49:57.209791,1,4,2,3,124.7,12.18,10.23,952.06,12.21,1.41,1,42.93,22.06,5.63 +0,2021-01-03 18:50:12.804462,1,4,2,3,124.33,12.18,10.21,952.72,12.21,1.04,1,45.08,22.19,6.39 +0,2021-01-03 18:50:29.276680,1,4,2,3,124.98,12.24,10.21,947.94,12.21,1.38,1,46.16,22.38,5.51 +0,2021-01-03 18:50:44.813245,1,4,2,3,123.58,12.2,10.13,950.58,12.21,0.79,1,44.01,22.38,5.4 +0,2021-01-03 18:51:00.653088,1,4,2,3,123.7,12.22,10.12,949.39,12.21,1.66,1,42.93,22.44,5.7 +0,2021-01-03 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20:27:58.706469,1,4,2,3,2195.4,9.9,221.76,1163.78,12.04,2.1,1,39.7,23.62,6.96 +0,2021-01-18 20:28:06.796226,1,4,2,3,2195.44,9.9,221.75,1164.22,12.04,2.13,1,40.24,23.75,6.95 +0,2021-01-18 20:28:14.900098,1,4,2,3,2194.32,9.9,221.7,1163.95,12.04,0.95,1,39.7,23.88,7.03 +0,2021-01-18 20:28:23.035819,1,4,2,3,2195.14,9.89,222.05,1165.44,12.03,1.57,1,39.7,23.75,6.97 +0,2021-01-18 20:28:31.108297,1,4,2,3,2194.76,9.89,222.01,1165.76,12.03,2.85,1,39.7,23.88,6.97 +0,2021-01-18 20:28:39.197356,1,4,2,3,2195.24,9.91,221.6,1163.79,12.04,1.92,1,39.7,23.62,6.96 +0,2021-01-18 20:28:47.291889,1,4,2,3,2195.34,9.89,221.94,1164.19,12.03,0.95,1,40.78,23.69,6.96 +0,2021-01-18 20:28:55.365981,1,4,2,3,2196.18,9.89,222.13,1165.77,12.03,0.69,1,40.24,23.81,6.95 +0,2021-01-18 20:29:03.367212,1,4,2,3,2195.28,9.91,221.58,1163.09,12.04,2.08,1,39.7,23.81,6.86 +0,2021-01-18 20:29:11.426533,1,4,2,3,2196.21,9.9,221.77,1163.1,12.03,1.73,1,39.7,23.94,6.95 +0,2021-01-18 20:29:19.477648,1,4,2,3,2195.6,9.9,221.81,1164.22,12.03,0.87,1,40.24,23.88,6.99 +0,2021-01-18 20:29:27.563960,1,4,2,3,2196.06,9.9,221.72,1163.35,12.02,0.54,1,39.7,23.69,6.99 +0,2021-01-18 20:29:35.663017,1,4,2,3,2195.83,9.91,221.51,1162.85,12.03,1.33,1,40.24,23.81,6.97 +0,2021-01-18 20:29:43.750950,1,4,2,3,2195.3,9.89,221.93,1165.34,12.04,1.11,1,39.7,23.81,6.96 +0,2021-01-18 20:29:51.834523,1,4,2,3,2196.9,9.9,221.94,1164.52,12.04,1.21,1,39.7,23.81,6.96 +0,2021-01-18 20:29:59.928405,1,4,2,3,3355.61,8.58,390.88,1342.15,12.05,1113.28,1,39.7,23.94,6.95 +0,2021-01-18 20:30:07.980082,1,4,2,3,2194.8,9.88,222.03,1166.21,12.04,0.9,1,39.7,23.81,7.87 +0,2021-01-18 20:30:16.956630,1,4,2,3,2196.09,9.91,221.62,1162.98,12.03,1.79,1,39.7,23.75,6.97 +0,2021-01-18 20:30:25.052733,1,4,2,3,2194.67,9.9,221.58,1163.3,12.03,1.45,1,39.7,23.69,6.96 +0,2021-01-18 20:30:33.108225,1,4,2,3,2194.2,9.91,221.48,1163.41,12.03,1.79,1,39.7,23.69,6.95 +0,2021-01-18 20:30:41.222555,1,4,2,3,1825.03,10.26,177.89,1123.12,12.03,370.14,1,39.7,23.81,7.03 +0,2021-01-18 20:30:49.367548,1,4,2,3,2195.66,9.9,221.86,1164.91,12.03,2.24,1,39.7,23.81,6.94 +0,2021-01-18 20:30:57.441132,1,4,2,3,2195.09,9.91,221.45,1162.44,12.04,2.0,1,39.7,23.81,6.97 +0,2021-01-18 20:31:05.501193,1,4,2,3,2195.18,9.9,221.67,1163.39,12.03,2.46,1,39.7,23.75,6.96 +0,2021-01-18 20:31:13.586171,1,4,2,3,2195.23,9.89,221.9,1165.72,12.04,0.72,1,40.24,23.75,6.95 +0,2021-01-18 20:31:21.660517,1,4,2,3,2194.91,9.88,222.05,1165.99,12.04,0.74,1,39.7,23.75,6.99 +0,2021-01-18 20:31:29.719838,1,4,2,3,2195.75,9.91,221.57,1163.44,12.05,1.23,1,40.24,23.69,6.99 +0,2021-01-18 20:31:37.804058,1,4,2,3,2195.2,9.88,222.15,1166.4,12.03,1.06,1,39.7,23.62,6.98 +0,2021-01-18 20:31:45.894118,1,4,2,3,2195.44,9.92,221.28,1161.55,12.03,1.6,1,39.7,23.75,6.97 +0,2021-01-18 20:31:53.934264,1,4,2,3,2195.34,9.93,221.1,1160.36,12.04,0.8,1,40.78,23.69,6.88 +0,2021-01-18 20:32:02.001872,1,4,2,3,2195.19,9.89,221.98,1165.13,12.04,1.42,1,39.7,23.81,6.95 +0,2021-01-18 20:32:10.068359,1,4,2,3,2196.64,9.88,222.26,1166.12,12.03,1.58,1,39.7,23.75,6.95 +0,2021-01-18 20:32:18.168330,1,4,2,3,2195.18,9.88,222.24,1166.92,12.04,0.08,1,39.7,23.69,6.95 +0,2021-01-18 20:32:26.214195,1,4,2,3,2195.83,9.9,221.83,1164.99,12.04,0.95,1,39.7,23.75,6.96 +0,2021-01-18 20:32:34.323520,1,4,2,3,2195.75,9.91,221.66,1163.58,12.03,1.55,1,39.7,23.88,6.96 +0,2021-01-18 20:32:42.397268,1,4,2,3,2195.48,9.87,222.34,1167.79,12.03,2.2,1,40.24,23.81,6.96 +0,2021-01-18 20:32:50.483103,1,4,2,3,2196.61,9.9,221.98,1164.49,12.04,1.26,1,40.24,23.81,6.95 +0,2021-01-18 20:32:58.558753,1,4,2,3,2194.04,9.9,221.62,1164.41,12.03,1.86,1,39.7,23.81,6.95 +0,2021-01-18 20:33:06.636086,1,4,2,3,2194.48,9.87,222.31,1167.72,12.02,1.99,1,39.7,23.81,6.99 +0,2021-01-18 20:33:14.697226,1,4,2,3,2196.3,9.87,222.43,1166.73,12.04,0.06,1,39.7,23.81,6.98 +0,2021-01-18 20:33:22.770054,1,4,2,3,2195.76,9.9,221.82,1163.85,12.03,1.49,1,39.7,23.75,6.97 +0,2021-01-18 20:33:30.887759,1,4,2,3,2195.29,27.78,79.02,414.9,13.86,1.2,1,39.7,23.69,6.97 +0,2021-01-18 20:33:38.924314,1,4,2,3,2195.72,9.91,221.67,1164.13,12.04,-0.11,1,39.7,23.69,6.97 +0,2021-01-18 20:33:46.991311,1,4,2,3,2195.24,9.95,220.55,1158.17,12.04,1.61,1,39.7,23.56,6.98 +0,2021-01-18 20:33:55.087105,1,4,2,3,2195.9,9.89,222.11,1165.58,12.04,1.84,1,39.7,23.62,6.97 +0,2021-01-18 20:34:03.178753,1,4,2,3,2196.56,9.88,222.42,1167.0,12.03,1.23,1,39.7,23.62,6.96 +0,2021-01-18 20:34:11.276194,1,4,2,3,2195.56,9.9,221.79,1163.51,12.05,0.66,1,39.7,23.81,6.95 +0,2021-01-18 20:34:19.363211,1,4,2,3,2196.48,9.91,221.55,1162.21,12.03,0.79,1,40.24,23.75,6.96 +0,2021-01-18 20:34:27.437756,1,4,2,3,2196.17,9.89,222.06,1164.88,12.04,1.59,1,39.7,23.81,6.95 +0,2021-01-18 20:34:35.495224,1,4,2,3,2196.87,9.91,221.6,1162.37,12.03,1.31,1,39.7,23.69,6.99 +0,2021-01-18 20:34:43.552349,1,4,2,3,2197.07,9.91,221.73,1163.41,12.04,1.41,1,39.7,23.69,6.99 +0,2021-01-18 20:34:51.638732,1,4,2,3,2195.99,9.91,221.53,1162.14,12.03,1.01,1,39.7,23.81,6.98 +0,2021-01-18 20:34:59.729618,1,4,2,3,2196.67,9.91,221.72,1162.36,12.03,1.13,1,39.7,23.75,6.97 +0,2021-01-18 20:35:07.869698,1,4,2,3,2196.96,9.9,222.02,1164.55,12.03,1.47,1,39.7,23.75,7.04 +0,2021-01-18 20:35:15.982458,1,4,2,3,2195.14,9.87,222.45,1166.3,12.04,0.38,1,39.7,23.75,6.99 +0,2021-01-18 20:35:24.084114,1,4,2,3,2195.66,9.91,221.49,1162.42,12.04,0.8,1,39.7,23.69,7.84 +0,2021-01-18 20:35:33.016734,1,4,2,3,2195.04,9.89,221.86,1165.17,12.05,-0.0,1,39.7,23.62,6.98 +0,2021-01-18 20:35:41.115941,1,4,2,3,2194.99,9.9,221.7,1164.93,12.03,0.69,1,39.7,23.69,6.97 +0,2021-01-18 20:35:49.197083,1,4,2,3,2196.67,9.89,222.0,1164.79,12.03,1.05,1,39.7,23.62,6.95 +0,2021-01-18 20:35:57.291218,1,4,2,3,2194.88,9.89,221.84,1165.18,12.03,2.1,1,39.7,23.69,6.95 +0,2021-01-18 20:36:05.365280,1,4,2,3,2195.61,9.89,221.94,1164.66,12.03,2.8,1,39.7,23.81,6.95 +0,2021-01-18 20:44:04.857555,1,4,2,3,2195.55,9.94,220.78,1158.65,12.03,0.57,1,40.78,22.69,6.99 +0,2021-01-18 20:44:12.950022,1,4,2,3,2195.86,9.93,221.16,1160.31,12.04,1.26,1,39.7,22.56,6.95 +0,2021-01-18 20:44:21.020111,1,4,2,3,2196.37,9.92,221.38,1161.16,12.03,1.18,1,39.17,22.62,6.97 +0,2021-01-18 20:44:29.084063,1,4,2,3,2195.86,9.91,221.59,1162.5,12.03,2.18,1,39.17,22.69,6.96 +0,2021-01-18 20:44:37.161904,1,4,2,3,2195.36,9.91,221.6,1163.47,12.04,1.8,1,39.7,22.56,6.96 +0,2021-01-18 20:44:45.228848,1,4,2,3,2196.45,9.94,221.01,1159.32,12.03,1.47,1,38.63,22.69,6.99 +0,2021-01-18 20:44:53.328001,1,4,2,3,2195.69,9.92,221.44,1162.13,12.03,1.8,1,39.17,22.81,6.95 +0,2021-01-18 20:45:01.381110,1,4,2,3,2195.21,9.92,221.33,1161.88,12.04,2.24,1,39.17,22.75,6.98 +0,2021-01-18 20:45:09.463779,1,4,2,3,2195.76,9.95,220.71,1158.34,12.03,1.52,1,39.7,22.88,6.98 +0,2021-01-18 20:45:17.544530,1,4,2,3,2196.37,9.92,221.45,1160.91,12.03,1.68,1,39.7,22.88,6.97 +0,2021-01-18 20:45:25.620985,1,4,2,3,2195.3,9.91,221.42,1162.16,12.03,1.62,1,39.7,22.75,6.97 +0,2021-01-18 20:45:33.782956,1,4,2,3,2195.9,9.92,221.42,1162.35,12.02,2.28,1,39.17,22.75,7.05 +0,2021-01-18 20:45:41.643184,1,4,2,3,2195.2,9.93,221.07,1160.31,12.03,2.05,1,41.86,22.69,6.72 +0,2021-01-18 20:45:49.489361,1,4,2,3,2195.42,9.93,221.15,1160.37,12.03,2.08,1,39.7,22.81,6.77 +0,2021-01-18 20:45:57.549818,1,4,2,3,2195.74,9.91,221.6,1162.61,12.04,2.05,1,39.7,22.75,6.99 +0,2021-01-18 20:46:05.634003,1,4,2,3,2195.86,9.9,221.7,1163.36,12.04,1.89,1,39.7,26.94,6.98 +0,2021-01-18 20:46:13.713543,1,4,2,3,2195.97,9.93,221.21,1160.82,12.04,1.89,1,39.7,27.56,7.86 +0,2021-01-18 20:46:22.706304,1,4,2,3,2195.75,9.91,221.61,1162.94,12.03,2.41,1,39.7,25.5,6.96 +0,2021-01-18 20:46:30.779475,1,4,2,3,2195.01,9.92,221.31,1161.84,12.03,2.15,1,39.7,24.56,6.96 +0,2021-01-18 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20:58:17.446809,1,4,2,3,2197.7,9.9,221.0,1158.8,12.0,1.9,1,41.9,24.2,5.1 +0,2021-01-18 20:58:24.630236,1,4,2,3,2195.4,9.9,221.3,1161.8,12.0,3.2,1,40.8,24.2,5.0 +0,2021-01-18 20:58:31.751680,1,4,2,3,2195.9,9.8,223.0,1170.1,12.0,0.6,1,39.7,24.3,5.0 +0,2021-01-18 20:58:38.893956,1,4,2,3,2197.5,9.9,222.8,1168.3,12.0,0.8,1,39.7,24.3,5.1 +0,2021-01-18 20:58:46.078128,1,4,2,3,2195.1,9.9,221.1,1161.1,12.0,2.4,1,39.7,24.3,5.0 +0,2021-01-18 20:58:53.220983,1,4,2,3,2192.6,9.9,221.9,1165.6,12.0,3.5,1,40.2,24.3,5.1 +0,2021-01-18 21:00:17.684253,1,4,2,3,2205.3,10.0,221.4,1163.1,12.1,-3.2,1,27.9,11.2,5.0 +0,2021-01-18 21:00:24.847884,1,4,2,3,2202.1,10.0,220.0,1157.5,12.1,0.4,1,27.9,11.4,5.1 +0,2021-01-18 21:00:32.018109,1,4,2,3,2205.8,10.0,220.6,1157.7,12.1,1.9,1,27.9,11.6,5.1 +0,2021-01-18 21:00:39.200728,1,4,2,3,2203.8,10.0,220.1,1156.7,12.1,0.3,1,29.5,12.1,5.0 +0,2021-01-18 21:00:46.272343,1,4,2,3,2204.8,9.9,221.6,1164.6,12.1,-0.3,1,28.9,12.2,5.0 +0,2021-01-18 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21:56:48.484514,1,4,2,3,2345.9,10.7,219.9,1155.1,12.9,4.2,1,45.1,26.4,7.5 +0,2021-01-18 21:56:58.077647,1,4,2,3,2345.6,10.7,219.9,1155.7,12.9,3.7,1,44.0,26.4,7.5 +0,2021-01-18 21:57:07.622864,1,4,2,3,2345.9,10.6,220.3,1157.2,12.9,4.3,1,44.0,26.4,7.5 +0,2021-01-18 21:57:17.217296,1,4,2,3,2346.4,10.7,220.1,1155.9,12.9,3.7,1,44.5,26.4,7.4 +0,2021-01-18 21:57:26.746961,1,4,2,3,2346.0,10.7,220.2,1156.2,12.9,3.8,1,44.5,26.4,7.5 +0,2021-01-18 21:57:36.346911,1,4,2,3,2345.8,10.7,220.2,1157.0,12.9,3.7,1,44.5,26.4,7.5 +0,2021-01-18 21:57:45.936747,1,4,2,3,2345.5,10.7,220.2,1156.8,12.9,4.6,1,44.5,26.4,7.4 +0,2021-01-18 21:57:55.520501,1,4,2,3,2345.1,10.7,220.2,1157.5,12.9,4.2,1,44.0,26.4,7.5 +0,2021-01-18 21:58:05.129995,1,4,2,3,2346.0,10.7,220.2,1156.5,12.9,4.2,1,44.0,26.5,7.6 +0,2021-01-18 21:58:14.805607,1,4,2,3,2345.3,10.7,220.0,1156.1,12.9,3.9,1,44.5,26.5,7.5 +0,2021-01-18 21:58:24.381875,1,4,2,3,2345.5,10.6,220.3,1157.4,12.9,3.9,1,44.0,26.4,7.5 +0,2021-01-18 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22:00:19.589099,1,4,2,3,2345.8,10.7,220.1,1156.3,12.9,3.9,1,44.0,26.4,7.5 +0,2021-01-18 22:00:29.178910,1,4,2,3,2345.5,10.7,220.2,1156.5,12.9,4.1,1,44.0,26.5,7.5 +0,2021-01-18 22:00:38.769456,1,4,2,3,2345.6,10.7,220.0,1155.8,12.9,4.7,1,44.5,26.6,7.5 +0,2021-01-18 22:00:48.363067,1,4,2,3,2345.6,10.7,220.2,1156.9,12.9,4.5,1,45.1,26.6,7.5 +0,2021-01-18 22:00:57.977531,1,4,2,3,2345.2,10.7,219.7,1154.4,12.9,4.5,1,44.0,26.6,7.5 +0,2021-01-18 22:01:07.582769,1,4,2,3,2345.6,10.7,220.2,1156.8,12.9,4.5,1,44.5,26.6,7.5 +0,2021-01-18 22:01:17.184644,1,4,2,3,2345.7,10.7,220.2,1156.8,12.9,4.0,1,44.0,26.5,7.5 +0,2021-01-18 22:01:26.806011,1,4,2,3,2345.5,10.7,220.1,1156.2,12.9,3.8,1,44.0,26.5,7.5 +0,2021-01-18 22:01:36.374130,1,4,2,3,2345.4,10.7,220.2,1157.1,12.9,3.6,1,44.0,26.5,7.5 +0,2021-01-18 22:01:45.985731,1,4,2,3,2345.4,10.7,219.9,1155.0,12.9,4.1,1,44.0,26.5,7.5 +0,2021-01-18 22:01:55.558402,1,4,2,3,2345.8,10.6,220.3,1157.0,12.9,3.2,1,44.5,26.4,7.5 +0,2021-01-18 22:02:05.157508,1,4,2,3,2345.5,10.7,220.0,1155.5,12.9,3.7,1,44.0,26.4,7.5 +0,2021-01-18 22:02:14.789893,1,4,2,3,2346.1,10.7,220.1,1156.1,12.9,3.8,1,44.5,26.4,7.5 +0,2021-01-18 22:02:24.408631,1,4,2,3,2345.9,10.7,220.2,1156.4,12.9,4.1,1,44.0,26.4,7.5 +0,2021-01-18 22:02:34.007764,1,4,2,3,2345.7,10.7,220.1,1156.5,12.9,4.0,1,44.0,26.4,7.5 +0,2021-01-18 22:02:43.604910,1,4,2,3,2345.4,10.7,220.1,1156.2,12.9,4.0,1,44.0,26.4,7.5 +0,2021-01-18 22:02:53.178166,1,4,2,3,2346.0,10.7,220.3,1156.9,12.9,3.7,1,44.0,26.4,7.5 +0,2021-01-18 22:03:02.768282,1,4,2,3,2345.7,10.6,220.6,1159.0,12.9,3.6,1,44.0,26.5,7.5 +0,2021-01-18 22:03:12.400832,1,4,2,3,2345.9,10.7,219.9,1155.0,12.9,4.0,1,44.5,26.5,7.5 +0,2021-01-18 22:03:21.986047,1,4,2,3,2345.5,10.7,220.2,1156.4,12.9,3.4,1,45.1,26.5,7.5 +0,2021-01-18 22:03:31.605644,1,4,2,3,2346.2,10.7,220.3,1156.5,12.9,3.2,1,45.1,26.4,7.5 +0,2021-01-18 22:03:41.166409,1,4,2,3,2346.5,10.6,220.4,1157.3,12.9,2.8,1,44.0,26.5,7.5 +0,2021-01-18 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22:39:03.096517,1,4,2,3,2345.5,10.6,220.3,1157.4,12.9,3.6,1,44.5,26.8,7.5 +0,2021-01-18 22:39:12.714245,1,4,2,3,2344.9,10.7,220.1,1155.9,12.9,4.0,1,44.0,26.7,7.5 +0,2021-01-18 22:39:22.312416,1,4,2,3,2345.2,10.6,220.5,1158.3,12.9,3.6,1,44.5,26.7,7.5 +0,2021-01-18 22:39:31.908097,1,4,2,3,2345.0,10.7,220.2,1156.6,12.9,4.6,1,44.0,26.8,7.5 +0,2021-01-18 22:39:41.488459,1,4,2,3,2344.8,10.7,220.1,1156.4,12.9,4.5,1,44.0,26.8,7.5 +0,2021-01-18 22:39:51.074663,1,4,2,3,2344.6,10.6,220.2,1156.9,12.9,3.9,1,44.5,26.8,7.5 +0,2021-01-18 22:40:00.666302,1,4,2,3,2345.2,10.7,220.2,1156.5,12.9,3.0,1,44.0,26.8,7.5 +0,2021-01-18 22:40:10.293030,1,4,2,3,2345.5,10.6,220.3,1156.9,12.9,3.3,1,44.5,26.8,7.5 +0,2021-01-18 22:40:19.897056,1,4,2,3,2345.3,10.6,220.2,1156.8,12.9,3.4,1,44.5,26.8,7.5 +0,2021-01-18 22:40:29.478913,1,4,2,3,2345.3,10.6,220.4,1157.6,12.9,3.7,1,45.1,26.8,7.5 +0,2021-01-18 22:40:39.073141,1,4,2,3,2345.1,10.7,220.1,1155.6,12.9,3.0,1,44.5,26.9,7.5 +0,2021-01-18 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22:44:19.890216,1,4,2,3,2344.9,10.6,220.3,1157.6,12.9,4.8,1,45.1,26.6,7.5 +0,2021-01-18 22:44:29.492566,1,4,2,3,2345.6,10.7,220.0,1155.7,12.9,4.5,1,44.5,26.6,7.5 +0,2021-01-18 22:44:39.089377,1,4,2,3,2345.1,10.6,220.3,1157.5,12.9,3.7,1,44.0,26.6,7.5 +0,2021-01-18 22:44:48.673633,1,4,2,3,2345.0,10.6,220.3,1156.8,12.9,4.2,1,44.0,26.6,7.5 +0,2021-01-18 22:44:58.265748,1,4,2,3,2345.3,10.7,220.0,1155.8,12.9,3.9,1,44.5,26.6,7.5 +0,2021-01-18 22:45:07.859880,1,4,2,3,2345.0,10.7,220.1,1156.2,12.9,4.6,1,44.5,26.6,7.4 +0,2021-01-18 22:45:17.413936,1,4,2,3,2345.4,10.7,219.9,1155.0,12.9,4.2,1,44.0,26.6,7.5 +0,2021-01-18 22:45:27.011863,1,4,2,3,2345.6,10.7,220.2,1156.3,12.9,4.4,1,44.5,26.7,7.5 +0,2021-01-18 22:45:36.607901,1,4,2,3,2345.1,10.7,220.2,1156.7,12.9,4.0,1,44.5,26.7,7.5 +0,2021-01-18 22:45:46.198390,1,4,2,3,2345.2,10.6,220.5,1157.9,12.9,2.8,1,45.1,26.8,7.5 +0,2021-01-18 22:45:55.794519,1,4,2,3,2345.6,10.6,220.5,1158.3,12.9,3.0,1,45.1,26.8,7.5 +0,2021-01-18 22:46:05.396694,1,4,2,3,2345.5,10.7,220.2,1156.4,12.9,3.3,1,44.5,26.8,7.5 +0,2021-01-18 22:46:14.992277,1,4,2,3,2345.1,10.6,220.3,1157.4,12.9,3.6,1,44.5,26.8,7.5 +0,2021-01-18 22:46:24.586348,1,4,2,3,2345.6,10.7,220.2,1156.5,12.9,3.4,1,44.0,26.8,7.5 +0,2021-01-18 22:46:34.181724,1,4,2,3,2345.7,10.6,220.5,1157.8,12.9,3.9,1,44.5,26.8,7.5 +0,2021-01-18 22:46:43.776895,1,4,2,3,2345.4,10.7,220.2,1156.6,12.9,4.0,1,44.0,26.8,7.4 +0,2021-01-18 22:46:53.335168,1,4,2,3,2345.2,10.6,220.3,1157.2,12.9,3.7,1,44.5,26.8,7.5 +0,2021-01-18 22:47:02.943050,1,4,2,3,2345.8,10.6,220.3,1157.3,12.9,3.4,1,45.1,26.8,7.5 +0,2021-01-18 22:47:12.534026,1,4,2,3,2345.2,10.6,220.4,1158.0,12.9,3.7,1,44.5,26.9,7.5 +0,2021-01-18 22:47:22.154657,1,4,2,3,2345.1,10.7,220.2,1156.8,12.9,4.4,1,44.0,26.8,7.5 +0,2021-01-18 22:47:31.730923,1,4,2,3,2345.0,10.6,220.4,1157.7,12.9,3.9,1,45.1,26.9,7.5 +0,2021-01-18 22:47:41.317247,1,4,2,3,2345.5,10.7,220.1,1155.6,12.9,4.3,1,44.5,26.8,7.5 +0,2021-01-18 22:47:50.904275,1,4,2,3,2344.9,10.6,220.4,1157.9,12.9,4.8,1,44.5,26.9,7.5 +0,2021-01-18 22:48:00.500711,1,4,2,3,2344.8,10.7,220.1,1156.2,12.9,6.0,1,44.0,26.9,7.5 +0,2021-01-18 22:48:10.130249,1,4,2,3,2344.8,10.7,219.9,1154.9,12.9,5.4,1,44.0,26.9,7.5 +0,2021-01-18 22:48:19.734675,1,4,2,3,2345.4,10.6,220.3,1156.9,12.9,4.9,1,44.0,26.9,7.5 +0,2021-01-18 22:48:29.327773,1,4,2,3,2344.4,10.6,220.1,1156.7,12.9,5.4,1,44.5,26.9,7.5 +0,2021-01-18 22:48:38.948833,1,4,2,3,2344.7,10.7,219.9,1155.0,12.9,5.6,1,44.5,26.9,7.5 +0,2021-01-18 22:48:48.569194,1,4,2,3,2344.8,10.7,220.1,1156.2,12.9,6.0,1,44.5,26.8,7.5 +0,2021-01-18 22:48:58.135672,1,4,2,3,2345.6,10.7,220.1,1155.6,12.9,4.3,1,44.5,26.9,7.5 +0,2021-01-18 22:49:07.721073,1,4,2,3,2345.6,10.7,220.1,1155.7,12.9,4.5,1,44.5,26.9,7.5 +0,2021-01-18 22:49:17.322114,1,4,2,3,2344.9,10.7,219.9,1155.4,12.9,5.0,1,45.1,26.9,7.5 +0,2021-01-18 22:49:26.934604,1,4,2,3,2345.4,10.7,219.9,1154.8,12.9,4.5,1,44.0,26.8,7.5 +0,2021-01-18 22:49:36.538595,1,4,2,3,2345.9,10.7,220.2,1156.0,12.9,4.4,1,44.0,26.8,7.5 +0,2021-01-18 22:49:46.133036,1,4,2,3,2345.3,10.7,219.9,1154.4,12.9,6.3,1,44.5,26.9,7.5 +0,2021-01-18 22:49:55.733744,1,4,2,3,2344.3,10.7,220.0,1155.9,12.9,6.0,1,44.0,26.9,7.5 +0,2021-01-18 22:50:05.370324,1,4,2,3,2344.6,10.7,220.1,1156.1,12.9,5.4,1,44.5,26.9,7.5 +0,2021-01-18 22:50:14.961896,1,4,2,3,2344.7,10.7,220.2,1156.5,12.9,5.2,1,45.1,26.9,7.5 +0,2021-01-18 22:50:24.558460,1,4,2,3,2344.5,10.7,219.9,1155.7,12.9,4.7,1,44.5,26.9,7.5 +0,2021-01-18 22:50:34.139939,1,4,2,3,2344.9,10.6,220.2,1156.6,12.9,4.5,1,44.5,26.8,7.5 +0,2021-01-18 22:50:43.751629,1,4,2,3,2344.8,10.7,220.1,1156.4,12.9,4.6,1,44.5,26.8,7.5 +0,2021-01-18 22:50:53.369924,1,4,2,3,2344.7,10.6,220.2,1156.5,12.9,4.7,1,45.1,26.8,7.5 +0,2021-01-18 22:51:02.966770,1,4,2,3,2345.4,10.7,219.9,1154.9,12.9,3.7,1,44.5,26.7,7.5 +0,2021-01-18 22:51:12.541718,1,4,2,3,2344.9,10.6,220.3,1157.1,12.9,3.8,1,44.0,26.7,7.5 +0,2021-01-18 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01:13:55.174270,1,4,2,3,2345.2,10.7,219.9,1155.3,12.9,3.7,1,45.6,28.0,7.3 +0,2021-01-19 01:14:04.800580,1,4,2,3,2344.6,10.7,220.1,1156.5,12.9,5.1,1,45.1,28.0,7.5 +0,2021-01-19 01:14:14.404668,1,4,2,3,2343.9,10.6,220.2,1157.1,12.9,5.3,1,45.6,28.0,7.5 +0,2021-01-19 01:14:23.966757,1,4,2,3,2345.7,10.6,220.4,1157.6,12.9,3.9,1,45.6,27.9,7.5 +0,2021-01-19 01:14:33.622814,1,4,2,3,2344.3,10.7,220.0,1156.3,12.9,5.2,1,45.1,27.8,7.5 +0,2021-01-19 01:14:43.260377,1,4,2,3,2343.9,10.7,220.0,1156.2,12.9,5.3,1,45.1,27.8,7.5 +0,2021-01-19 01:14:52.848944,1,4,2,3,2344.8,10.7,219.9,1155.2,12.9,4.9,1,45.1,27.8,7.5 +0,2021-01-19 01:15:02.475726,1,4,2,3,2344.0,10.7,219.6,1153.8,12.9,6.5,1,45.1,27.7,7.5 +0,2021-01-19 01:15:12.065694,1,4,2,3,2344.0,10.7,219.9,1155.6,12.9,6.0,1,45.1,27.7,7.5 +0,2021-01-19 01:15:21.650353,1,4,2,3,2344.5,10.7,220.0,1155.7,12.9,6.2,1,45.1,27.7,7.5 +0,2021-01-19 01:15:31.278507,1,4,2,3,2344.3,10.7,220.1,1156.2,12.9,5.4,1,45.6,27.8,7.5 +0,2021-01-19 01:15:40.888283,1,4,2,3,2344.2,10.7,219.8,1154.9,12.9,5.7,1,46.2,27.8,7.5 +0,2021-01-19 01:15:50.504920,1,4,2,3,2343.8,10.6,220.1,1156.7,12.9,5.4,1,46.2,27.9,7.6 +0,2021-01-19 01:16:00.162500,1,4,2,3,2344.1,10.7,219.7,1154.2,12.9,5.4,1,46.2,27.9,7.5 +0,2021-01-19 01:16:09.771970,1,4,2,3,2345.0,10.6,220.4,1157.3,12.9,3.8,1,46.2,27.9,7.5 +0,2021-01-19 01:16:19.403891,1,4,2,3,2344.1,10.7,220.1,1156.4,12.9,5.0,1,46.2,28.0,7.5 +0,2021-01-19 01:16:29.036972,1,4,2,3,2344.3,10.7,220.0,1155.7,12.9,5.4,1,45.6,27.9,7.5 +0,2021-01-19 01:16:38.644284,1,4,2,3,2344.9,10.7,220.2,1156.3,12.9,4.6,1,45.6,27.8,7.5 +0,2021-01-19 01:16:48.254384,1,4,2,3,2344.3,10.7,220.1,1156.7,12.9,4.5,1,46.2,27.9,7.5 +0,2021-01-19 01:16:57.824979,1,4,2,3,2344.6,10.7,220.1,1155.9,12.9,4.3,1,46.2,27.8,7.5 +0,2021-01-19 01:17:07.369717,1,4,2,3,2344.4,10.7,220.0,1156.0,12.9,4.5,1,46.2,27.8,7.4 +0,2021-01-19 01:17:16.953241,1,4,2,3,2343.9,10.7,220.0,1155.8,12.9,4.5,1,46.2,27.9,7.5 +0,2021-01-19 01:17:26.585030,1,4,2,3,2344.5,10.7,219.8,1154.5,12.9,8.6,1,46.2,28.0,7.5 +0,2021-01-19 01:17:36.242858,1,4,2,3,2342.0,10.7,219.3,1153.1,12.9,8.8,1,46.2,28.1,7.5 +0,2021-01-19 01:17:45.811448,1,4,2,3,2343.3,10.7,219.5,1153.6,12.9,6.5,1,46.2,28.1,7.5 +0,2021-01-19 01:17:55.449555,1,4,2,3,2343.8,10.7,219.9,1155.5,12.9,7.0,1,46.2,28.1,7.5 +0,2021-01-19 01:18:05.044985,1,4,2,3,2343.6,10.7,219.8,1154.8,12.9,7.2,1,46.2,28.1,7.5 +0,2021-01-19 01:18:14.624167,1,4,2,3,2344.3,10.7,219.7,1154.3,12.9,6.5,1,46.7,28.1,7.5 +0,2021-01-19 01:18:24.227094,1,4,2,3,2344.0,10.6,220.1,1156.8,12.9,6.2,1,46.2,27.9,7.5 +0,2021-01-19 01:18:33.826315,1,4,2,3,2344.1,10.7,220.1,1156.5,12.9,6.0,1,46.2,28.0,7.5 +0,2021-01-19 01:18:43.456522,1,4,2,3,2344.2,10.7,219.9,1155.7,12.9,5.6,1,46.2,27.9,7.5 +0,2021-01-19 01:18:53.045470,1,4,2,3,2344.4,10.7,219.9,1155.3,12.9,4.9,1,46.2,28.0,7.5 +0,2021-01-19 01:19:02.627538,1,4,2,3,2343.6,10.6,220.2,1157.3,12.9,5.4,1,46.2,28.0,7.5 +0,2021-01-19 01:19:12.237477,1,4,2,3,2344.3,10.6,220.3,1157.7,12.9,4.4,1,46.2,28.0,7.5 +0,2021-01-19 01:19:21.816944,1,4,2,3,2344.1,10.7,220.0,1156.3,12.9,4.5,1,46.2,28.0,7.5 +0,2021-01-19 01:19:31.402669,1,4,2,3,2344.3,10.7,219.9,1155.6,12.9,4.7,1,46.2,28.1,7.5 +0,2021-01-19 01:19:41.012339,1,4,2,3,2344.7,10.7,220.1,1156.4,12.9,4.1,1,46.2,28.1,7.5 +0,2021-01-19 01:19:50.606023,1,4,2,3,2345.6,10.6,220.3,1157.3,12.9,3.4,1,46.2,28.1,7.5 +0,2021-01-19 01:20:03.506670,1,4,2,3,2344.9,10.7,220.1,1156.3,12.9,4.0,1,47.8,28.1,7.5 +0,2021-01-19 01:20:12.752214,1,4,2,3,2344.8,10.7,219.8,1154.5,12.9,4.3,1,50.5,28.2,7.1 +0,2021-01-19 01:20:22.237675,1,4,2,3,2346.5,10.7,220.2,1156.3,12.9,5.5,1,48.3,28.2,7.3 +0,2021-01-19 01:20:31.816046,1,4,2,3,2345.3,10.7,219.9,1154.7,12.9,6.8,1,47.2,28.2,7.5 +0,2021-01-19 01:20:41.420773,1,4,2,3,2344.3,10.7,219.7,1154.3,12.9,7.5,1,47.2,28.2,7.5 +0,2021-01-19 01:20:51.020404,1,4,2,3,2344.6,10.7,219.9,1155.5,12.9,6.8,1,46.2,28.3,7.5 +0,2021-01-19 01:21:00.629351,1,4,2,3,2344.4,10.7,220.0,1156.2,12.9,6.0,1,46.7,28.3,7.5 +0,2021-01-19 01:21:10.234922,1,4,2,3,2344.0,10.7,219.9,1155.5,12.9,6.3,1,46.2,28.2,7.5 +0,2021-01-19 01:21:19.793858,1,4,2,3,2344.4,10.7,219.8,1154.3,12.9,5.5,1,46.2,28.2,7.5 +0,2021-01-19 01:21:29.410151,1,4,2,3,2344.3,10.7,220.0,1155.1,12.9,6.0,1,46.2,28.3,7.5 +0,2021-01-19 01:21:38.984207,1,4,2,3,2344.7,10.7,220.1,1156.3,12.9,5.1,1,46.2,28.2,7.5 +0,2021-01-19 01:21:48.642495,1,4,2,3,2345.2,10.7,220.1,1155.6,12.9,4.3,1,46.2,28.3,7.5 +0,2021-01-19 01:21:58.244451,1,4,2,3,2344.4,10.7,220.0,1156.0,12.9,4.2,1,46.2,28.3,7.5 +0,2021-01-19 01:22:07.849831,1,4,2,3,2344.8,10.7,220.0,1155.6,12.9,5.9,1,46.2,28.2,7.5 +0,2021-01-19 01:22:17.456536,1,4,2,3,2343.8,10.7,220.0,1156.3,12.9,6.5,1,46.7,28.2,7.5 +0,2021-01-19 01:22:27.060684,1,4,2,3,2345.4,10.7,220.1,1155.9,12.9,5.6,1,46.2,28.1,7.6 +0,2021-01-19 01:22:36.765062,1,4,2,3,2344.1,10.7,219.5,1153.5,12.9,6.6,1,46.2,28.2,7.5 +0,2021-01-19 01:22:46.411812,1,4,2,3,2344.6,10.7,219.8,1154.7,12.9,6.6,1,46.2,28.2,7.5 +0,2021-01-19 01:22:56.014164,1,4,2,3,2343.7,10.7,219.7,1154.6,12.9,7.3,1,46.2,28.4,7.5 +0,2021-01-19 01:23:05.587589,1,4,2,3,2343.6,10.7,219.6,1154.2,12.9,6.8,1,46.2,28.2,7.5 +0,2021-01-19 01:23:15.203339,1,4,2,3,2343.9,10.7,219.9,1155.2,12.9,5.8,1,46.7,28.2,7.5 +0,2021-01-19 01:23:24.814810,1,4,2,3,2345.6,10.7,220.0,1154.8,12.9,7.1,1,46.2,28.2,7.5 +0,2021-01-19 01:23:33.887230,1,4,2,3,2342.3,10.7,219.0,1151.1,12.9,9.0,1,48.8,28.2,7.0 +0,2021-01-19 01:23:43.460486,1,4,2,3,2344.3,10.7,219.9,1155.5,12.9,6.6,1,47.2,28.1,7.5 +0,2021-01-19 01:23:53.134729,1,4,2,3,2343.7,10.7,219.7,1154.4,12.9,7.4,1,46.7,28.2,7.5 +0,2021-01-19 01:24:02.704877,1,4,2,3,2344.1,10.7,219.8,1155.0,12.9,6.5,1,46.2,28.2,7.5 +0,2021-01-19 01:24:12.343103,1,4,2,3,2344.4,10.7,220.1,1156.5,12.9,7.1,1,46.2,28.2,7.6 +0,2021-01-19 01:24:21.861082,1,4,2,3,2342.4,10.7,219.5,1154.4,12.9,8.3,1,47.2,28.2,7.4 +0,2021-01-19 01:24:31.071851,1,4,2,3,2343.1,10.7,219.3,1152.9,12.9,6.5,1,48.8,28.2,7.1 +0,2021-01-19 01:24:40.732943,1,4,2,3,2343.1,10.7,219.8,1155.9,12.9,6.5,1,47.2,28.3,7.5 +0,2021-01-19 01:24:50.313335,1,4,2,3,2343.0,10.7,219.7,1155.3,12.9,6.9,1,46.7,28.2,7.5 +0,2021-01-19 01:24:59.922147,1,4,2,3,2343.4,10.6,220.1,1156.9,12.9,5.7,1,47.2,28.2,7.5 +0,2021-01-19 01:25:09.521023,1,4,2,3,2344.4,10.7,219.7,1154.2,12.9,8.5,1,46.2,28.4,7.5 +0,2021-01-19 01:25:19.126042,1,4,2,3,2345.4,10.7,220.2,1156.5,12.9,5.5,1,46.7,28.4,7.5 +0,2021-01-19 01:25:28.703249,1,4,2,3,2346.1,10.6,220.3,1156.9,12.9,5.0,1,47.2,28.4,7.5 +0,2021-01-19 01:25:38.337249,1,4,2,3,2345.5,10.7,220.0,1155.3,12.9,4.4,1,46.2,28.3,7.5 +0,2021-01-19 01:25:47.914899,1,4,2,3,2344.9,10.6,220.6,1158.6,12.9,4.2,1,46.7,28.3,7.5 +0,2021-01-19 01:25:57.607144,1,4,2,3,2344.7,10.6,220.3,1157.5,12.9,5.1,1,46.2,28.4,7.6 +0,2021-01-19 01:26:07.191917,1,4,2,3,2345.3,10.6,220.5,1158.7,12.9,3.5,1,47.2,28.4,7.5 +0,2021-01-19 01:26:16.784610,1,4,2,3,2344.1,10.7,220.0,1155.9,12.9,4.8,1,46.7,28.4,7.5 +0,2021-01-19 01:26:26.425436,1,4,2,3,2345.0,10.6,220.3,1157.0,12.9,5.2,1,46.2,28.4,7.5 +0,2021-01-19 01:26:36.132800,1,4,2,3,2344.2,10.7,220.0,1156.0,12.9,5.4,1,46.2,28.2,7.6 +0,2021-01-19 01:26:45.768672,1,4,2,3,2343.6,10.6,220.1,1157.0,12.9,6.2,1,46.7,27.9,7.5 +0,2021-01-19 01:26:55.374263,1,4,2,3,2344.3,10.7,220.0,1155.6,12.9,6.1,1,46.2,28.1,7.5 +0,2021-01-19 01:27:04.947460,1,4,2,3,2344.4,10.7,219.9,1154.9,12.9,5.7,1,46.7,28.2,7.5 +0,2021-01-19 01:27:14.596498,1,4,2,3,2344.9,10.7,220.1,1156.4,12.9,5.9,1,46.2,28.2,7.6 +0,2021-01-19 01:27:24.240830,1,4,2,3,2344.1,10.6,220.2,1157.4,12.9,5.7,1,46.2,28.2,7.5 +0,2021-01-19 01:27:33.845963,1,4,2,3,2344.2,10.7,219.9,1155.3,12.9,5.8,1,46.7,28.3,7.5 +0,2021-01-19 01:27:43.445486,1,4,2,3,2345.0,10.6,220.2,1156.7,12.9,4.7,1,47.2,28.4,7.5 +0,2021-01-19 01:27:53.063434,1,4,2,3,2344.4,10.6,220.2,1156.8,12.9,5.4,1,46.2,28.4,7.5 +0,2021-01-19 01:28:02.716652,1,4,2,3,2346.1,10.6,220.4,1157.3,12.9,4.6,1,46.2,28.4,7.5 +0,2021-01-19 01:28:12.317097,1,4,2,3,2344.2,10.7,219.8,1155.3,12.9,6.9,1,46.2,28.4,7.5 +0,2021-01-19 01:28:21.913454,1,4,2,3,2344.1,10.7,219.7,1154.3,12.9,7.7,1,46.2,28.5,7.5 +0,2021-01-19 01:28:31.506906,1,4,2,3,2343.8,10.7,219.7,1154.7,12.9,7.5,1,47.2,28.5,7.5 +0,2021-01-19 01:28:41.129128,1,4,2,3,2343.4,10.7,219.7,1154.7,12.9,6.5,1,47.2,28.5,7.5 +0,2021-01-19 01:28:50.704724,1,4,2,3,2344.6,10.7,219.8,1154.7,12.9,6.8,1,46.7,28.6,7.5 +0,2021-01-19 01:29:00.315960,1,4,2,3,2344.3,10.7,219.7,1154.6,12.9,6.1,1,46.7,28.5,7.5 +0,2021-01-19 01:29:09.942951,1,4,2,3,2343.7,10.7,219.8,1155.1,12.9,6.0,1,46.7,28.4,7.6 +0,2021-01-19 01:29:19.591190,1,4,2,3,2343.6,10.7,219.9,1156.1,12.9,6.1,1,46.7,28.4,7.5 +0,2021-01-19 01:29:29.240152,1,4,2,3,2345.0,10.7,220.0,1155.6,12.9,5.6,1,47.2,28.4,7.5 +0,2021-01-19 01:29:38.840254,1,4,2,3,2345.8,10.7,220.1,1156.1,12.9,5.1,1,46.7,28.4,7.5 +0,2021-01-19 01:29:48.462566,1,4,2,3,2343.2,10.7,219.8,1155.3,12.9,5.8,1,46.7,28.4,7.5 +0,2021-01-19 01:29:58.062640,1,4,2,3,2343.7,10.7,219.7,1154.8,12.9,5.7,1,46.2,28.4,7.5 +0,2021-01-19 01:30:07.659239,1,4,2,3,2344.3,10.7,220.0,1156.2,12.9,4.4,1,46.7,28.4,7.5 +0,2021-01-19 01:30:17.266398,1,4,2,3,2345.3,10.7,220.0,1155.0,12.9,4.6,1,46.7,28.4,7.5 +0,2021-01-19 01:30:26.880499,1,4,2,3,2345.3,10.6,220.3,1157.1,12.9,3.0,1,46.7,28.4,7.5 +0,2021-01-19 01:30:36.488335,1,4,2,3,2345.8,10.6,220.4,1157.2,12.9,3.1,1,46.2,28.3,7.5 +0,2021-01-19 01:30:46.122595,1,4,2,3,2345.3,10.7,219.9,1154.8,12.9,5.9,1,46.2,28.3,7.5 +0,2021-01-19 01:30:55.775707,1,4,2,3,2344.1,10.7,220.1,1156.7,12.9,6.6,1,47.2,28.1,7.5 +0,2021-01-19 01:31:05.334861,1,4,2,3,2343.7,10.7,219.7,1155.4,12.9,7.0,1,47.2,28.1,7.5 +0,2021-01-19 01:31:14.949754,1,4,2,3,2344.1,10.7,219.9,1155.7,12.9,6.4,1,46.2,28.2,7.6 +0,2021-01-19 01:31:24.639337,1,4,2,3,2343.6,10.6,220.1,1156.6,12.9,6.1,1,46.2,28.3,7.5 +0,2021-01-19 01:31:34.235483,1,4,2,3,2344.0,10.7,219.8,1155.0,12.9,6.1,1,46.2,28.4,7.5 +0,2021-01-19 01:31:43.824978,1,4,2,3,2344.1,10.7,220.0,1156.0,12.9,6.3,1,46.7,28.4,7.5 +0,2021-01-19 01:31:53.468342,1,4,2,3,2344.1,10.7,219.8,1154.7,12.9,6.6,1,47.2,28.5,7.6 +0,2021-01-19 01:32:03.104654,1,4,2,3,2343.6,10.6,220.1,1157.0,12.9,6.4,1,46.7,28.6,7.5 +0,2021-01-19 01:32:12.730136,1,4,2,3,2344.3,10.7,220.0,1155.7,12.9,6.8,1,46.2,28.6,7.5 +0,2021-01-19 01:32:22.302409,1,4,2,3,2344.4,10.7,219.8,1155.0,12.9,6.8,1,46.7,28.6,7.5 +0,2021-01-19 01:32:31.945249,1,4,2,3,2344.1,10.7,219.6,1154.2,12.9,6.2,1,47.2,28.6,7.6 +0,2021-01-19 01:32:41.623680,1,4,2,3,2343.8,10.7,219.8,1155.0,12.9,6.9,1,46.7,28.6,7.5 +0,2021-01-19 01:32:51.283145,1,4,2,3,2344.1,10.7,220.0,1156.1,12.9,6.1,1,46.7,28.6,7.5 +0,2021-01-19 01:33:00.885134,1,4,2,3,2344.1,10.7,219.8,1155.2,12.9,5.9,1,46.7,28.7,7.5 +0,2021-01-19 01:33:10.509847,1,4,2,3,2344.3,10.7,219.8,1154.9,12.9,5.8,1,47.2,28.6,7.5 +0,2021-01-19 01:33:20.183707,1,4,2,3,2344.3,10.7,220.1,1156.3,12.9,5.5,1,46.7,28.5,7.5 +0,2021-01-19 01:33:29.852343,1,4,2,3,2345.0,10.7,220.1,1156.4,12.9,5.0,1,46.7,28.4,7.5 +0,2021-01-19 01:33:39.459588,1,4,2,3,2345.6,10.6,220.7,1159.0,12.9,4.1,1,46.2,28.5,7.5 +0,2021-01-19 01:33:49.043177,1,4,2,3,2344.6,10.7,220.1,1156.4,12.9,5.0,1,46.2,28.5,7.5 +0,2021-01-19 01:33:58.606433,1,4,2,3,2345.5,10.7,219.9,1155.5,12.9,6.0,1,46.7,28.5,7.5 +0,2021-01-19 01:34:08.209693,1,4,2,3,2345.0,10.7,220.2,1156.4,12.9,5.4,1,47.2,28.4,7.5 +0,2021-01-19 01:34:17.849675,1,4,2,3,2345.1,10.6,220.5,1158.0,12.9,4.1,1,46.7,28.5,7.5 +0,2021-01-19 01:34:27.448351,1,4,2,3,2343.8,10.7,219.6,1153.7,12.9,8.9,1,46.7,28.6,7.5 +0,2021-01-19 01:34:37.014949,1,4,2,3,2344.3,10.7,219.7,1154.5,12.9,5.2,1,46.2,28.5,7.5 +0,2021-01-19 01:34:46.602429,1,4,2,3,2345.1,10.7,219.6,1153.4,12.9,6.6,1,46.2,28.5,7.5 +0,2021-01-19 01:34:56.195065,1,4,2,3,2344.2,10.7,220.0,1155.7,12.9,5.3,1,46.7,28.5,7.5 +0,2021-01-19 01:35:05.804477,1,4,2,3,2344.2,10.7,219.8,1154.2,12.9,5.2,1,45.6,28.5,7.5 +0,2021-01-19 01:35:15.417868,1,4,2,3,2344.6,10.7,220.1,1156.0,12.9,5.2,1,46.2,28.4,7.5 +0,2021-01-19 01:35:24.997736,1,4,2,3,2344.4,10.7,219.7,1154.3,12.9,8.0,1,45.6,28.4,7.5 +0,2021-01-19 01:35:34.602291,1,4,2,3,2344.5,10.7,219.7,1154.4,12.9,7.4,1,45.6,28.4,7.5 +0,2021-01-19 01:35:44.186123,1,4,2,3,2345.9,10.7,220.0,1155.1,12.9,5.1,1,46.2,28.6,7.5 +0,2021-01-19 01:35:53.778268,1,4,2,3,2344.9,10.7,219.8,1155.1,12.9,3.7,1,46.2,28.6,7.4 +0,2021-01-19 01:36:03.329393,1,4,2,3,2345.6,10.7,220.2,1156.4,12.9,5.6,1,46.2,28.6,7.5 +0,2021-01-19 01:36:12.928452,1,4,2,3,2343.9,10.7,219.6,1153.7,12.9,7.3,1,45.6,28.5,7.5 +0,2021-01-19 01:36:22.508861,1,4,2,3,2346.4,10.7,220.2,1155.8,12.9,4.7,1,45.6,28.6,7.5 +0,2021-01-19 01:36:32.101264,1,4,2,3,2344.2,10.7,219.8,1155.1,12.9,6.6,1,45.6,28.6,7.5 +0,2021-01-19 01:36:41.701121,1,4,2,3,2344.0,10.7,220.0,1156.5,12.9,5.7,1,46.2,28.5,7.5 +0,2021-01-19 01:36:51.322420,1,4,2,3,2344.7,10.7,220.1,1156.5,12.9,6.1,1,46.2,28.5,7.5 +0,2021-01-19 01:37:00.913807,1,4,2,3,2345.4,10.7,220.0,1155.6,12.9,5.4,1,45.6,28.6,7.5 +0,2021-01-19 01:37:10.510510,1,4,2,3,2346.2,10.7,220.0,1155.1,12.9,5.1,1,46.2,28.6,7.5 +0,2021-01-19 01:37:20.108979,1,4,2,3,2345.0,10.7,219.9,1154.7,12.9,5.9,1,45.6,28.6,7.5 +0,2021-01-19 01:37:29.702243,1,4,2,3,2345.3,10.6,220.2,1156.8,12.9,5.1,1,45.6,28.6,7.5 +0,2021-01-19 01:37:39.317261,1,4,2,3,2344.9,10.7,220.2,1156.4,12.9,5.4,1,46.2,28.6,7.5 +0,2021-01-19 01:37:48.926357,1,4,2,3,2346.8,10.7,220.3,1156.4,12.9,5.9,1,46.7,28.5,7.5 +0,2021-01-19 01:37:58.535750,1,4,2,3,2341.8,10.7,219.3,1153.0,12.9,12.2,1,46.7,28.5,7.5 +0,2021-01-19 01:38:08.152985,1,4,2,3,2343.9,10.7,219.7,1154.4,12.9,8.4,1,46.2,28.6,7.5 +0,2021-01-19 01:38:17.734388,1,4,2,3,2343.6,10.7,219.7,1154.8,12.9,7.7,1,46.2,28.6,7.5 +0,2021-01-19 01:38:27.323142,1,4,2,3,2344.8,10.7,219.8,1154.8,12.9,7.4,1,46.7,28.4,7.5 +0,2021-01-19 01:38:36.930209,1,4,2,3,2344.7,10.7,220.0,1155.8,12.9,6.7,1,46.2,28.4,7.5 +0,2021-01-19 01:38:46.532834,1,4,2,3,2344.1,10.7,220.0,1156.0,12.9,6.1,1,46.7,28.4,7.5 +0,2021-01-19 01:38:56.134223,1,4,2,3,2344.9,10.7,220.0,1155.6,12.9,5.8,1,47.2,28.3,7.5 +0,2021-01-19 01:39:05.746362,1,4,2,3,2344.0,10.7,219.9,1155.5,12.9,6.1,1,46.2,28.3,7.5 +0,2021-01-19 01:39:15.351637,1,4,2,3,2344.2,10.6,220.1,1156.6,12.9,5.9,1,46.7,28.3,7.5 +0,2021-01-19 01:39:24.970181,1,4,2,3,2344.0,10.7,219.8,1154.7,12.9,5.6,1,47.2,28.2,7.5 +0,2021-01-19 01:39:34.563160,1,4,2,3,2344.7,10.7,220.1,1155.9,12.9,5.4,1,46.2,28.1,7.5 +0,2021-01-19 01:39:44.143587,1,4,2,3,2345.1,10.7,220.2,1156.6,12.9,4.9,1,46.7,28.1,7.5 +0,2021-01-19 01:39:53.747187,1,4,2,3,2345.4,10.7,219.8,1154.4,12.9,6.6,1,47.2,28.2,7.5 +0,2021-01-19 01:40:03.372413,1,4,2,3,2346.1,10.7,220.1,1155.7,12.9,4.9,1,46.7,28.2,7.5 +0,2021-01-19 01:40:12.944680,1,4,2,3,2344.9,10.7,219.8,1154.6,12.9,6.3,1,46.2,28.3,7.5 +0,2021-01-19 01:40:22.562778,1,4,2,3,2346.2,10.6,220.3,1157.0,12.9,7.7,1,46.2,28.4,7.5 +0,2021-01-19 01:40:32.146110,1,4,2,3,2345.3,10.7,220.0,1155.3,12.9,6.6,1,46.2,28.6,7.5 +0,2021-01-19 01:40:41.742940,1,4,2,3,2345.6,10.7,220.2,1156.3,12.9,6.1,1,46.2,28.5,7.5 +0,2021-01-19 01:40:51.310092,1,4,2,3,2345.3,10.7,220.1,1155.6,12.9,7.0,1,46.2,28.4,7.5 +0,2021-01-19 01:41:00.964297,1,4,2,3,2345.1,10.7,220.1,1156.2,12.9,6.4,1,46.7,28.5,7.5 +0,2021-01-19 01:41:10.547053,1,4,2,3,2346.4,10.7,220.2,1156.0,12.9,6.0,1,47.2,28.5,7.5 +0,2021-01-19 01:41:20.125424,1,4,2,3,2346.5,10.7,220.2,1155.9,12.9,6.9,1,46.7,28.6,7.5 +0,2021-01-19 01:41:29.748684,1,4,2,3,2345.4,10.7,219.8,1154.5,12.9,6.6,1,46.7,28.6,7.5 +0,2021-01-19 01:41:39.366590,1,4,2,3,2345.2,10.7,220.1,1155.9,12.9,5.1,1,46.2,28.5,7.5 +0,2021-01-19 01:41:48.948965,1,4,2,3,2344.8,10.7,220.0,1155.6,12.9,6.2,1,46.7,28.4,7.5 +0,2021-01-19 01:41:58.546827,1,4,2,3,2345.2,10.7,220.0,1155.6,12.9,5.6,1,46.2,28.3,7.5 +0,2021-01-19 01:42:08.148722,1,4,2,3,2345.0,10.7,220.1,1156.2,12.9,5.4,1,46.2,28.4,7.5 +0,2021-01-19 01:42:17.770638,1,4,2,3,2345.0,10.6,220.2,1157.0,12.9,4.9,1,46.2,28.4,7.5 +0,2021-01-19 01:42:27.346600,1,4,2,3,2345.8,10.6,220.3,1156.9,12.9,4.3,1,46.7,28.5,7.5 +0,2021-01-19 01:42:36.953840,1,4,2,3,2345.0,10.7,219.9,1155.3,12.9,5.1,1,47.2,28.6,7.5 +0,2021-01-19 01:42:46.559080,1,4,2,3,2344.8,10.6,220.4,1157.7,12.9,5.6,1,46.7,28.5,7.5 +0,2021-01-19 01:42:56.151936,1,4,2,3,2346.0,10.6,220.5,1157.8,12.9,4.4,1,47.2,28.6,7.5 +0,2021-01-19 01:43:05.742684,1,4,2,3,2344.9,10.7,220.1,1156.1,12.9,4.7,1,47.2,28.6,7.5 +0,2021-01-19 01:43:15.337752,1,4,2,3,2345.6,10.6,220.3,1157.2,12.9,5.2,1,46.2,28.6,7.5 +0,2021-01-19 01:43:24.948491,1,4,2,3,2344.6,10.7,220.1,1155.9,12.9,6.6,1,47.2,28.6,7.5 +0,2021-01-19 01:43:34.556305,1,4,2,3,2344.1,10.7,219.9,1155.6,12.9,5.7,1,47.2,28.6,7.5 +0,2021-01-19 01:43:44.131426,1,4,2,3,2344.7,10.7,220.1,1156.4,12.9,5.4,1,47.2,28.6,7.5 +0,2021-01-19 01:43:53.788516,1,4,2,3,2344.9,10.7,220.1,1155.9,12.9,5.6,1,46.2,28.6,7.6 +0,2021-01-19 01:44:03.451782,1,4,2,3,2344.9,10.7,220.0,1155.9,12.9,5.3,1,46.2,28.6,7.5 +0,2021-01-19 01:44:13.045246,1,4,2,3,2345.7,10.6,220.3,1157.0,12.9,4.2,1,47.2,28.7,7.5 +0,2021-01-19 01:44:22.657112,1,4,2,3,2345.0,10.6,220.3,1156.9,12.9,3.9,1,46.7,28.7,7.5 +0,2021-01-19 01:44:32.207981,1,4,2,3,2345.8,10.6,220.3,1157.0,12.9,3.5,1,47.2,28.8,7.5 +0,2021-01-19 01:44:41.812981,1,4,2,3,2345.4,10.6,220.4,1157.4,12.9,4.7,1,47.2,28.8,7.5 +0,2021-01-19 01:44:51.432669,1,4,2,3,2345.8,10.6,220.5,1157.8,12.9,3.6,1,46.7,28.8,7.5 +0,2021-01-19 01:45:01.075454,1,4,2,3,2347.5,10.6,220.6,1157.3,12.9,4.9,1,46.7,28.8,7.5 +0,2021-01-19 01:45:10.706433,1,4,2,3,2344.6,10.7,219.7,1154.1,12.9,7.4,1,47.2,28.8,7.5 +0,2021-01-19 01:45:20.312919,1,4,2,3,2345.3,10.7,220.0,1155.0,12.9,6.0,1,46.7,28.9,7.5 +0,2021-01-19 01:45:29.881896,1,4,2,3,2345.0,10.6,220.3,1156.9,12.9,6.0,1,46.7,28.8,7.5 +0,2021-01-19 01:45:39.482365,1,4,2,3,2344.7,10.7,220.0,1155.7,12.9,5.6,1,47.2,28.8,7.5 +0,2021-01-19 01:45:49.085941,1,4,2,3,2345.6,10.6,220.3,1156.5,12.9,4.7,1,47.2,28.8,7.5 +0,2021-01-19 01:45:58.714831,1,4,2,3,2345.6,10.7,219.6,1153.3,12.9,10.2,1,47.2,28.8,7.5 +0,2021-01-19 01:46:08.341949,1,4,2,3,2343.2,10.7,219.3,1152.8,12.9,9.8,1,47.2,28.9,7.6 +0,2021-01-19 01:46:18.076575,1,4,2,3,2345.2,10.7,219.8,1154.3,12.9,8.2,1,46.7,28.9,7.5 +0,2021-01-19 01:46:27.674833,1,4,2,3,2344.7,10.7,219.8,1154.3,12.9,7.9,1,47.2,28.8,7.5 +0,2021-01-19 01:46:37.302544,1,4,2,3,2344.1,10.7,219.8,1155.0,12.9,8.4,1,47.2,28.8,7.6 +0,2021-01-19 01:46:47.017382,1,4,2,3,2344.8,10.7,220.0,1155.6,12.9,6.9,1,46.7,28.8,7.5 +0,2021-01-19 01:46:56.656299,1,4,2,3,2344.4,10.7,219.8,1154.7,12.9,7.4,1,47.2,28.9,7.5 +0,2021-01-19 01:47:06.255664,1,4,2,3,2345.3,10.7,219.9,1155.0,12.9,6.9,1,47.2,28.9,7.5 +0,2021-01-19 01:47:15.861223,1,4,2,3,2345.7,10.7,220.1,1155.8,12.9,6.6,1,47.2,28.8,7.6 +0,2021-01-19 01:47:25.543232,1,4,2,3,2345.9,10.7,220.0,1155.1,12.9,6.7,1,46.2,28.8,7.6 +0,2021-01-19 01:47:35.222553,1,4,2,3,2346.5,10.7,220.2,1156.0,12.9,5.9,1,47.2,28.9,7.6 +0,2021-01-19 01:47:44.882076,1,4,2,3,2345.8,10.7,220.1,1155.8,12.9,5.6,1,47.2,28.8,7.5 +0,2021-01-19 01:47:54.465736,1,4,2,3,2345.0,10.7,220.1,1155.9,12.9,6.7,1,46.7,28.9,7.5 +0,2021-01-19 01:48:04.075216,1,4,2,3,2345.4,10.7,220.2,1156.4,12.9,6.6,1,47.2,28.9,7.5 +0,2021-01-19 01:48:13.646691,1,4,2,3,2344.5,10.7,219.9,1155.5,12.9,7.2,1,47.2,29.0,7.5 +0,2021-01-19 01:48:23.279085,1,4,2,3,2344.5,10.7,219.9,1155.3,12.9,7.1,1,47.2,28.9,7.6 +0,2021-01-19 01:48:32.965475,1,4,2,3,2344.9,10.7,220.1,1155.9,12.9,6.5,1,47.2,29.0,7.5 +0,2021-01-19 01:48:42.565883,1,4,2,3,2345.3,10.7,219.9,1155.3,12.9,6.5,1,47.8,29.0,7.5 +0,2021-01-19 01:48:52.161641,1,4,2,3,2346.8,10.7,220.3,1156.4,12.9,5.0,1,47.8,28.9,7.5 +0,2021-01-19 01:49:01.771871,1,4,2,3,2346.0,10.7,220.2,1156.1,12.9,6.0,1,47.2,29.0,7.5 +0,2021-01-19 01:49:11.397102,1,4,2,3,2346.1,10.7,220.2,1155.8,12.9,5.6,1,47.2,29.0,7.6 +0,2021-01-19 01:49:21.010735,1,4,2,3,2345.0,10.7,219.9,1155.1,12.9,5.8,1,47.2,29.0,7.5 +0,2021-01-19 01:49:30.667532,1,4,2,3,2344.8,10.7,220.1,1156.3,12.9,6.5,1,47.2,29.0,7.6 +0,2021-01-19 01:49:40.330238,1,4,2,3,2345.8,10.6,220.5,1157.8,12.9,5.0,1,47.2,29.1,7.5 +0,2021-01-19 01:49:49.912272,1,4,2,3,2345.4,10.7,220.1,1156.1,12.9,5.8,1,46.2,28.9,7.5 +0,2021-01-19 01:49:59.537573,1,4,2,3,2345.1,10.7,219.9,1155.2,12.9,5.2,1,47.2,29.0,7.5 +0,2021-01-19 01:50:09.132909,1,4,2,3,2345.2,10.6,220.3,1156.9,12.9,5.5,1,47.8,29.1,7.5 +0,2021-01-19 01:50:18.740599,1,4,2,3,2344.7,10.6,220.4,1157.4,12.9,5.6,1,47.2,29.0,7.6 +0,2021-01-19 01:50:28.437786,1,4,2,3,2345.3,10.7,220.1,1156.0,12.9,5.0,1,47.2,29.0,7.6 +0,2021-01-19 01:50:38.088468,1,4,2,3,2346.0,10.7,220.0,1155.2,12.9,6.9,1,47.2,28.9,7.5 +0,2021-01-19 01:50:47.692742,1,4,2,3,2344.2,10.7,219.8,1155.0,12.9,8.5,1,47.2,28.9,7.5 +0,2021-01-19 01:50:57.286512,1,4,2,3,2345.2,10.7,220.1,1156.0,12.9,8.0,1,47.2,28.9,7.5 +0,2021-01-19 01:51:06.864506,1,4,2,3,2346.6,10.7,220.1,1155.3,12.9,5.6,1,47.2,28.9,7.5 +0,2021-01-19 01:51:16.462425,1,4,2,3,2346.7,10.7,219.9,1154.1,12.9,7.0,1,47.2,28.9,7.5 +0,2021-01-19 01:51:26.085055,1,4,2,3,2345.1,10.7,220.1,1156.3,12.9,7.3,1,47.2,28.9,7.5 +0,2021-01-19 01:51:35.683781,1,4,2,3,2344.7,10.7,219.8,1154.9,12.9,7.9,1,47.2,28.8,7.5 +0,2021-01-19 01:51:45.320111,1,4,2,3,2343.9,10.7,219.6,1154.2,12.9,8.0,1,47.2,28.8,7.5 +0,2021-01-19 01:51:54.946410,1,4,2,3,2345.1,10.6,220.2,1156.5,12.9,5.6,1,46.7,28.8,7.5 +0,2021-01-19 01:52:04.553860,1,4,2,3,2344.6,10.7,220.0,1155.4,12.9,6.9,1,47.2,28.8,7.5 +0,2021-01-19 01:52:14.134335,1,4,2,3,2344.4,10.7,219.9,1154.9,12.9,7.5,1,46.7,28.6,7.5 +0,2021-01-19 01:52:38.906678,1,4,2,3,2343.5,10.7,219.1,1151.1,12.9,7.4,1,48.3,28.4,7.4 +0,2021-01-19 01:52:48.558513,1,4,2,3,2345.5,10.7,220.0,1154.9,12.9,6.8,1,48.3,28.5,7.5 +0,2021-01-19 01:52:58.140145,1,4,2,3,2345.6,10.7,219.9,1155.0,12.9,6.3,1,47.2,28.6,7.5 +0,2021-01-19 01:53:07.753806,1,4,2,3,2345.2,10.7,220.0,1155.5,12.9,6.9,1,47.2,28.6,7.5 +0,2021-01-19 01:53:17.366334,1,4,2,3,2344.7,10.7,219.9,1154.8,12.9,7.7,1,47.2,28.8,7.5 +0,2021-01-19 01:53:26.925431,1,4,2,3,2345.7,10.7,220.1,1156.0,12.9,5.8,1,47.2,28.8,7.5 +0,2021-01-19 01:53:36.544227,1,4,2,3,2345.5,10.7,220.2,1156.5,12.9,6.6,1,47.2,28.9,7.5 +0,2021-01-19 01:53:46.136070,1,4,2,3,2345.9,10.6,220.4,1157.2,12.9,4.2,1,47.2,28.8,7.5 +0,2021-01-19 01:53:55.796783,1,4,2,3,2344.9,10.7,219.8,1154.3,12.9,6.6,1,46.7,28.8,7.6 +0,2021-01-19 01:54:05.411423,1,4,2,3,2346.7,10.7,220.2,1156.1,12.9,4.7,1,47.2,28.9,7.5 +0,2021-01-19 01:54:15.031395,1,4,2,3,2344.3,10.7,219.9,1155.5,12.9,6.3,1,47.2,28.8,7.5 +0,2021-01-19 01:54:24.634957,1,4,2,3,2343.5,10.7,219.7,1154.4,12.9,6.6,1,47.8,28.8,7.5 +0,2021-01-19 01:54:34.208380,1,4,2,3,2344.4,10.7,220.0,1155.7,12.9,5.9,1,47.2,28.8,7.5 +0,2021-01-19 01:54:43.815268,1,4,2,3,2344.6,10.7,219.9,1155.6,12.9,5.7,1,47.2,28.8,7.5 +0,2021-01-19 01:54:53.435345,1,4,2,3,2343.5,10.7,219.7,1154.9,12.9,6.3,1,46.2,28.7,7.5 +0,2021-01-19 01:55:03.053375,1,4,2,3,2344.1,10.7,219.6,1153.6,12.9,6.7,1,46.2,28.7,7.5 +0,2021-01-19 01:55:12.655581,1,4,2,3,2344.7,10.7,220.0,1155.4,12.9,5.9,1,47.2,28.6,7.5 +0,2021-01-19 01:55:22.256446,1,4,2,3,2345.2,10.7,220.1,1155.7,12.9,4.9,1,47.2,28.6,7.5 +0,2021-01-19 01:55:31.874174,1,4,2,3,2345.0,10.6,220.2,1156.4,12.9,3.9,1,47.2,28.4,7.5 +0,2021-01-19 01:55:41.538233,1,4,2,3,2345.1,10.6,220.3,1157.6,12.9,3.4,1,47.2,28.4,7.5 +0,2021-01-19 01:55:51.122002,1,4,2,3,2345.0,10.7,220.2,1156.7,12.9,3.9,1,46.7,28.4,7.5 +0,2021-01-19 01:56:00.719833,1,4,2,3,2345.0,10.7,220.2,1156.6,12.9,5.6,1,46.7,28.4,7.5 +0,2021-01-19 01:56:10.318720,1,4,2,3,2345.4,10.7,220.0,1155.4,12.9,4.8,1,47.2,28.4,7.5 +0,2021-01-19 01:56:19.917511,1,4,2,3,2345.1,10.7,220.1,1156.1,12.9,5.2,1,46.2,28.4,7.5 +0,2021-01-19 01:56:29.517622,1,4,2,3,2344.6,10.7,220.0,1155.8,12.9,5.7,1,47.2,28.5,7.5 +0,2021-01-19 01:56:39.124272,1,4,2,3,2345.0,10.7,220.1,1156.4,12.9,5.4,1,46.7,28.5,7.5 +0,2021-01-19 01:56:48.724776,1,4,2,3,2343.9,10.7,219.8,1155.0,12.9,6.2,1,47.2,28.4,7.5 +0,2021-01-19 01:56:58.323129,1,4,2,3,2344.7,10.7,219.8,1154.6,12.9,6.4,1,47.2,28.4,7.5 +0,2021-01-19 01:57:07.921995,1,4,2,3,2344.9,10.7,220.0,1155.5,12.9,5.8,1,47.2,28.5,7.5 +0,2021-01-19 01:57:17.498335,1,4,2,3,2345.1,10.7,219.8,1154.6,12.9,5.6,1,47.2,28.4,7.5 +0,2021-01-19 01:57:27.087277,1,4,2,3,2344.1,10.7,219.8,1155.1,12.9,6.7,1,47.2,28.5,7.5 +0,2021-01-19 01:57:36.688093,1,4,2,3,2344.4,10.7,219.8,1154.8,12.9,6.0,1,47.2,28.6,7.5 +0,2021-01-19 01:57:46.301299,1,4,2,3,2344.7,10.7,219.9,1155.4,12.9,6.6,1,47.2,28.6,7.5 +0,2021-01-19 01:57:55.872067,1,4,2,3,2346.1,10.7,220.2,1156.3,12.9,5.5,1,47.2,28.4,7.5 +0,2021-01-19 01:58:05.473219,1,4,2,3,2343.5,10.7,219.3,1152.5,12.9,7.9,1,47.2,28.4,7.5 +0,2021-01-19 01:58:15.070397,1,4,2,3,2344.7,10.7,219.8,1154.6,12.9,6.7,1,47.2,28.5,7.5 +0,2021-01-19 01:58:24.669594,1,4,2,3,2345.6,10.7,219.6,1153.4,12.9,10.2,1,47.2,28.5,7.5 +0,2021-01-19 01:58:34.274273,1,4,2,3,2344.8,10.7,219.7,1154.7,12.9,6.5,1,46.7,28.4,7.5 +0,2021-01-19 01:58:43.871966,1,4,2,3,2344.5,10.7,219.8,1154.9,12.9,6.5,1,46.7,28.4,7.5 +0,2021-01-19 01:58:53.506241,1,4,2,3,2344.9,10.7,219.8,1154.2,12.9,6.4,1,47.2,28.5,7.5 +0,2021-01-19 01:59:03.100320,1,4,2,3,2345.4,10.7,220.0,1155.7,12.9,7.3,1,46.7,28.6,7.5 +0,2021-01-19 01:59:12.705405,1,4,2,3,2345.7,10.7,219.9,1154.6,12.9,6.5,1,46.7,28.6,7.5 +0,2021-01-19 01:59:22.300855,1,4,2,3,2346.0,10.7,220.2,1155.7,12.9,5.9,1,47.2,28.5,7.5 +0,2021-01-19 01:59:31.897516,1,4,2,3,2346.7,10.7,220.1,1155.3,12.9,6.5,1,46.7,28.4,7.5 +0,2021-01-19 01:59:41.509980,1,4,2,3,2343.7,10.7,219.7,1154.3,12.9,8.2,1,46.7,28.2,7.5 +0,2021-01-19 01:59:51.122638,1,4,2,3,2343.8,10.7,219.5,1153.5,12.9,7.9,1,46.7,28.2,7.5 +0,2021-01-19 02:00:00.730809,1,4,2,3,2344.8,10.7,219.9,1155.2,12.9,7.0,1,46.7,28.3,7.5 +0,2021-01-19 02:00:10.334711,1,4,2,3,2344.0,10.7,219.8,1155.3,12.9,7.4,1,47.2,28.4,7.5 +0,2021-01-19 02:00:19.940707,1,4,2,3,2344.7,10.7,219.8,1154.3,12.9,7.2,1,47.2,28.4,7.5 +0,2021-01-19 02:00:29.619404,1,4,2,3,2344.0,10.7,219.7,1154.5,12.9,7.7,1,46.2,28.4,7.5 +0,2021-01-19 02:00:39.210835,1,4,2,3,2344.4,10.7,219.7,1154.1,12.9,7.5,1,46.7,28.3,7.5 +0,2021-01-19 02:00:48.795329,1,4,2,3,2344.4,10.7,219.7,1153.9,12.9,7.4,1,47.2,28.3,7.5 +0,2021-01-19 02:00:58.376376,1,4,2,3,2344.4,10.7,219.6,1153.8,12.9,7.5,1,47.2,28.2,7.5 +0,2021-01-19 02:01:07.962436,1,4,2,3,2344.1,10.7,219.7,1154.4,12.9,7.9,1,46.7,28.3,7.5 +0,2021-01-19 02:01:17.559181,1,4,2,3,2343.8,10.7,219.6,1153.7,12.9,7.5,1,47.2,28.3,7.5 +0,2021-01-19 02:01:27.195364,1,4,2,3,2344.3,10.7,219.9,1155.4,12.9,7.0,1,47.2,28.4,7.5 +0,2021-01-19 02:01:36.791376,1,4,2,3,2344.8,10.7,220.1,1156.1,12.9,6.8,1,46.7,28.2,7.5 +0,2021-01-19 02:01:46.412515,1,4,2,3,2344.3,10.7,219.7,1154.0,12.9,6.8,1,47.2,28.3,7.5 +0,2021-01-19 02:01:56.012426,1,4,2,3,2345.2,10.7,219.7,1154.0,12.9,7.5,1,46.7,28.4,7.5 +0,2021-01-19 02:02:05.613192,1,4,2,3,2344.3,10.7,219.7,1153.9,12.9,7.4,1,47.2,28.5,7.5 +0,2021-01-19 02:02:15.195931,1,4,2,3,2345.1,10.7,219.7,1154.2,12.9,6.6,1,47.2,28.3,7.5 +0,2021-01-19 02:02:24.800149,1,4,2,3,2345.8,10.7,219.9,1154.8,12.9,6.1,1,46.7,28.4,7.5 +0,2021-01-19 02:02:34.383869,1,4,2,3,2345.5,10.7,220.2,1155.9,12.9,5.7,1,46.2,28.2,7.5 +0,2021-01-19 02:02:43.988758,1,4,2,3,2346.9,10.7,220.3,1156.0,12.9,4.8,1,47.2,28.3,7.5 +0,2021-01-19 02:02:53.604834,1,4,2,3,2345.0,10.7,220.1,1156.5,12.9,6.7,1,46.7,28.4,7.5 +0,2021-01-19 02:03:03.200130,1,4,2,3,2346.2,10.7,220.0,1155.4,12.9,5.6,1,47.2,28.3,7.5 +0,2021-01-19 02:03:12.809966,1,4,2,3,2345.5,10.6,220.3,1157.0,12.9,5.6,1,46.7,28.4,7.5 +0,2021-01-19 02:03:22.419893,1,4,2,3,2346.9,10.6,220.4,1156.7,12.9,5.0,1,46.7,28.3,7.5 +0,2021-01-19 02:03:32.083183,1,4,2,3,2344.2,10.7,219.9,1155.6,12.9,7.2,1,47.2,28.4,7.5 +0,2021-01-19 02:03:41.675932,1,4,2,3,2344.3,10.7,219.9,1155.7,12.9,7.1,1,47.2,28.6,7.5 +0,2021-01-19 02:03:51.282273,1,4,2,3,2344.5,10.7,220.0,1155.5,12.9,7.1,1,47.2,28.6,7.5 +0,2021-01-19 02:04:00.841906,1,4,2,3,2344.7,10.7,219.9,1155.1,12.9,6.6,1,46.2,28.7,7.5 +0,2021-01-19 02:04:10.444576,1,4,2,3,2344.1,10.7,220.0,1156.1,12.9,6.7,1,46.2,28.7,7.5 +0,2021-01-19 02:04:20.049499,1,4,2,3,2343.6,10.7,219.6,1154.2,12.9,7.0,1,46.2,28.6,7.5 +0,2021-01-19 02:04:29.673853,1,4,2,3,2344.7,10.6,220.2,1157.1,12.9,6.0,1,46.2,28.6,7.5 +0,2021-01-19 02:04:39.272105,1,4,2,3,2344.6,10.7,220.0,1156.1,12.9,6.6,1,46.2,28.7,7.5 +0,2021-01-19 02:04:48.876434,1,4,2,3,2343.9,10.7,219.9,1155.7,12.9,7.0,1,46.2,28.6,7.5 +0,2021-01-19 02:04:58.476113,1,4,2,3,2344.4,10.7,219.9,1155.8,12.9,7.0,1,46.2,28.8,7.5 +0,2021-01-19 02:05:08.079501,1,4,2,3,2344.4,10.7,219.8,1154.7,12.9,6.6,1,46.2,28.7,7.5 +0,2021-01-19 02:05:17.650103,1,4,2,3,2344.0,10.7,219.6,1154.1,12.9,6.9,1,46.2,28.6,7.5 +0,2021-01-19 02:05:27.245800,1,4,2,3,2343.7,10.7,219.7,1154.9,12.9,6.8,1,45.6,28.6,7.5 +0,2021-01-19 02:05:36.817809,1,4,2,3,2344.2,10.7,219.9,1155.6,12.9,6.7,1,46.2,28.6,7.4 +0,2021-01-19 02:05:46.351105,1,4,2,3,2344.2,10.7,219.5,1153.4,12.9,6.6,1,46.2,28.8,7.5 +0,2021-01-19 02:05:55.948116,1,4,2,3,2344.4,10.7,219.8,1154.7,12.9,6.0,1,46.2,28.7,7.5 +0,2021-01-19 02:06:05.550509,1,4,2,3,2344.5,10.7,219.9,1155.5,12.9,6.5,1,46.7,28.6,7.5 +0,2021-01-19 02:06:15.146434,1,4,2,3,2343.8,10.7,219.9,1155.6,12.9,7.2,1,46.7,28.6,7.5 +0,2021-01-19 02:06:24.751257,1,4,2,3,2346.7,10.7,220.1,1155.3,12.9,7.7,1,45.6,28.6,7.5 +0,2021-01-19 02:06:34.360472,1,4,2,3,2343.4,10.7,219.6,1154.3,12.9,8.9,1,46.2,28.6,7.5 +0,2021-01-19 02:06:43.953548,1,4,2,3,2343.9,10.7,220.0,1155.7,12.9,7.2,1,45.1,28.4,7.5 +0,2021-01-19 02:06:53.547527,1,4,2,3,2345.1,10.7,220.1,1155.5,12.9,5.9,1,46.2,28.3,7.5 +0,2021-01-19 02:07:03.198220,1,4,2,3,2346.6,10.6,220.5,1157.5,12.9,5.0,1,45.6,28.2,7.5 +0,2021-01-19 02:07:12.788530,1,4,2,3,2344.4,10.7,220.0,1156.1,12.9,6.0,1,46.2,28.4,7.5 +0,2021-01-19 02:07:22.363524,1,4,2,3,2344.9,10.7,220.0,1155.7,12.9,5.0,1,46.2,28.3,7.5 +0,2021-01-19 02:07:31.961183,1,4,2,3,2344.7,10.7,219.9,1155.4,12.9,5.0,1,45.6,28.2,7.5 +0,2021-01-19 02:07:41.558143,1,4,2,3,2345.3,10.7,220.1,1156.0,12.9,4.8,1,45.1,27.9,7.5 +0,2021-01-19 02:07:51.153600,1,4,2,3,2346.0,10.6,220.3,1156.9,12.9,4.4,1,45.1,27.9,7.5 +0,2021-01-19 02:08:00.751643,1,4,2,3,2344.1,10.7,219.9,1155.5,12.9,6.7,1,45.1,27.9,7.5 +0,2021-01-19 02:08:10.355882,1,4,2,3,2344.0,10.7,219.7,1154.3,12.9,5.3,1,45.6,27.8,7.5 +0,2021-01-19 02:08:19.955223,1,4,2,3,2344.4,10.7,220.1,1156.4,12.9,5.4,1,45.1,27.9,7.5 +0,2021-01-19 02:08:29.554486,1,4,2,3,2343.9,10.7,219.9,1155.7,12.9,5.4,1,45.1,28.0,7.5 +0,2021-01-19 02:08:39.145312,1,4,2,3,2345.8,10.7,220.0,1154.9,12.9,7.2,1,45.6,27.9,7.5 +0,2021-01-19 02:08:48.744149,1,4,2,3,2343.7,10.7,219.6,1153.9,12.9,8.3,1,46.2,27.9,7.5 +0,2021-01-19 02:08:58.345369,1,4,2,3,2343.9,10.7,219.8,1155.2,12.9,7.2,1,45.6,28.1,7.5 +0,2021-01-19 02:09:07.961232,1,4,2,3,2343.7,10.7,219.7,1154.9,12.9,6.9,1,45.6,28.0,7.5 +0,2021-01-19 02:09:17.533094,1,4,2,3,2344.8,10.7,220.0,1155.5,12.9,6.6,1,46.2,28.1,7.4 +0,2021-01-19 02:09:27.063524,1,4,2,3,2344.7,10.7,219.9,1155.3,12.9,6.3,1,45.6,28.1,7.5 +0,2021-01-19 02:09:36.670820,1,4,2,3,2344.1,10.7,220.0,1155.4,12.9,6.5,1,45.6,28.1,7.5 +0,2021-01-19 02:09:46.315296,1,4,2,3,2345.2,10.7,220.0,1155.2,12.9,5.3,1,45.6,28.3,7.5 +0,2021-01-19 02:09:55.882753,1,4,2,3,2346.4,10.6,220.4,1156.9,12.9,4.5,1,45.6,28.3,7.5 +0,2021-01-19 02:10:05.494158,1,4,2,3,2344.8,10.6,220.2,1156.9,12.9,5.2,1,45.1,28.2,7.5 +0,2021-01-19 02:10:15.065921,1,4,2,3,2344.3,10.7,219.6,1153.6,12.9,6.6,1,46.2,28.3,7.5 +0,2021-01-19 02:10:24.672751,1,4,2,3,2344.8,10.7,219.9,1155.2,12.9,6.3,1,45.6,28.4,7.5 +0,2021-01-19 02:10:34.295181,1,4,2,3,2345.1,10.7,220.0,1155.6,12.9,7.3,1,46.2,28.4,7.5 +0,2021-01-19 02:10:43.909586,1,4,2,3,2344.9,10.7,219.9,1155.2,12.9,6.7,1,45.6,28.5,7.5 +0,2021-01-19 02:10:53.502084,1,4,2,3,2344.0,10.7,219.6,1153.9,12.9,7.0,1,46.2,28.6,7.5 +0,2021-01-19 02:11:03.102400,1,4,2,3,2344.4,10.7,219.9,1155.5,12.9,6.9,1,46.2,28.4,7.5 +0,2021-01-19 02:11:12.699341,1,4,2,3,2344.4,10.7,220.1,1156.3,12.9,6.0,1,46.2,28.2,7.5 +0,2021-01-19 02:11:22.295361,1,4,2,3,2345.2,10.7,219.9,1154.9,12.9,6.6,1,46.2,28.2,7.5 +0,2021-01-19 02:11:31.899504,1,4,2,3,2344.3,10.7,220.0,1156.1,12.9,6.4,1,45.1,28.2,7.5 +0,2021-01-19 02:11:41.494093,1,4,2,3,2344.9,10.6,220.2,1157.0,12.9,6.1,1,46.2,28.2,7.5 +0,2021-01-19 02:11:51.086542,1,4,2,3,2345.1,10.7,220.0,1155.8,12.9,5.4,1,45.6,28.3,7.5 +0,2021-01-19 02:12:00.715675,1,4,2,3,2346.0,10.7,220.1,1155.5,12.9,5.3,1,46.2,28.4,7.5 +0,2021-01-19 02:12:10.316056,1,4,2,3,2344.3,10.7,220.0,1155.6,12.9,5.5,1,46.2,28.5,7.5 +0,2021-01-19 02:12:19.914823,1,4,2,3,2345.5,10.7,219.9,1155.3,12.9,5.4,1,46.2,28.5,7.5 +0,2021-01-19 02:12:29.521273,1,4,2,3,2344.8,10.7,220.0,1156.1,12.9,5.7,1,46.2,28.4,7.5 +0,2021-01-19 02:12:39.111732,1,4,2,3,2344.2,10.7,220.0,1155.8,12.9,6.1,1,46.2,28.5,7.5 +0,2021-01-19 02:12:48.714088,1,4,2,3,2344.9,10.7,220.2,1156.6,12.9,5.4,1,46.2,28.6,7.5 +0,2021-01-19 02:12:58.306916,1,4,2,3,2347.0,10.7,220.0,1154.8,12.9,6.8,1,45.6,28.5,7.5 +0,2021-01-19 02:13:07.872001,1,4,2,3,2342.8,10.7,219.6,1154.5,12.9,8.3,1,46.7,28.5,7.5 +0,2021-01-19 02:13:17.468100,1,4,2,3,2345.1,10.7,219.7,1154.2,12.9,7.7,1,46.2,28.4,7.5 +0,2021-01-19 02:13:27.083668,1,4,2,3,2345.4,10.7,219.8,1154.3,12.9,6.0,1,46.2,28.4,7.5 +0,2021-01-19 02:13:36.690318,1,4,2,3,2344.0,10.7,220.1,1156.6,12.9,7.3,1,45.6,28.2,7.5 +0,2021-01-19 02:13:46.292638,1,4,2,3,2345.2,10.7,219.8,1154.7,12.9,6.7,1,46.2,28.4,7.5 +0,2021-01-19 02:13:55.891413,1,4,2,3,2344.8,10.7,219.7,1153.6,12.9,7.4,1,46.2,28.4,7.5 +0,2021-01-19 02:14:05.485289,1,4,2,3,2345.1,10.7,219.8,1154.7,12.9,6.3,1,46.2,28.5,7.5 +0,2021-01-19 02:14:15.113121,1,4,2,3,2344.4,10.7,219.9,1155.8,12.9,6.9,1,46.2,28.5,7.5 +0,2021-01-19 02:14:24.691673,1,4,2,3,2344.2,10.7,219.6,1154.0,12.9,7.3,1,45.6,28.6,7.5 +0,2021-01-19 02:14:34.287090,1,4,2,3,2344.7,10.7,219.9,1155.5,12.9,7.0,1,46.2,28.6,7.5 +0,2021-01-19 02:14:43.887132,1,4,2,3,2344.5,10.7,220.0,1155.6,12.9,7.8,1,46.2,28.6,7.5 +0,2021-01-19 02:14:53.495332,1,4,2,3,2344.1,10.7,219.9,1155.5,12.9,6.6,1,46.2,28.7,7.5 +0,2021-01-19 02:15:03.108773,1,4,2,3,2344.4,10.7,220.1,1156.6,12.9,6.6,1,45.6,28.7,7.5 +0,2021-01-19 02:15:12.706488,1,4,2,3,2344.3,10.7,220.0,1155.5,12.9,6.9,1,45.6,28.6,7.5 +0,2021-01-19 02:15:22.291749,1,4,2,3,2344.5,10.7,219.9,1155.3,12.9,6.6,1,46.2,28.6,7.5 +0,2021-01-19 02:15:31.872139,1,4,2,3,2344.0,10.7,219.6,1154.0,12.9,7.4,1,46.2,28.6,7.5 +0,2021-01-19 02:15:41.472282,1,4,2,3,2344.1,10.7,219.6,1154.2,12.9,7.0,1,46.2,28.6,7.5 +0,2021-01-19 02:15:51.083563,1,4,2,3,2345.2,10.7,219.8,1154.2,12.9,6.0,1,46.2,28.7,7.5 +0,2021-01-19 02:16:00.683357,1,4,2,3,2345.1,10.7,219.9,1155.2,12.9,6.4,1,46.2,28.7,7.5 +0,2021-01-19 02:16:10.280657,1,4,2,3,2344.8,10.7,219.6,1153.6,12.9,7.0,1,46.2,28.7,7.5 +0,2021-01-19 02:16:19.909415,1,4,2,3,2345.6,10.7,220.0,1155.0,12.9,6.1,1,46.7,28.8,7.5 +0,2021-01-19 02:16:29.533181,1,4,2,3,2346.5,10.6,220.4,1156.8,12.9,4.8,1,46.7,28.7,7.5 +0,2021-01-19 02:16:39.118878,1,4,2,3,10737.4,2.2,4941.7,5914.5,12.9,-2080.5,1,46.2,28.7,7.5 +0,2021-01-19 02:16:48.691926,1,4,2,3,1184.7,11.8,100.2,1037.1,12.9,1.5,1,46.2,28.6,7.5 +0,2021-01-19 02:16:58.326879,1,4,2,3,1186.0,11.8,100.3,1036.2,12.9,2.8,1,46.2,28.6,7.5 +0,2021-01-19 02:17:07.892501,1,4,2,3,1185.5,11.8,100.2,1036.0,12.9,3.1,1,46.2,28.6,7.5 +0,2021-01-19 02:17:17.495365,1,4,2,3,1186.0,11.8,100.3,1037.1,12.9,3.5,1,46.2,28.7,7.5 +0,2021-01-19 02:17:27.105654,1,4,2,3,1185.4,11.8,100.1,1035.2,12.9,3.9,1,46.7,28.6,7.5 +0,2021-01-19 02:17:36.702953,1,4,2,3,1185.9,11.8,100.2,1035.4,12.9,3.8,1,47.2,28.6,7.5 +0,2021-01-19 02:17:46.302746,1,4,2,3,1186.2,11.8,100.2,1035.9,12.9,4.1,1,46.7,28.6,7.5 +0,2021-01-19 02:17:55.945907,1,4,2,3,1185.6,11.8,100.3,1036.6,12.9,3.0,1,46.2,28.6,7.5 +0,2021-01-19 02:18:05.596654,1,4,2,3,1185.5,11.8,100.3,1036.9,12.9,3.4,1,46.2,28.6,7.5 +0,2021-01-19 02:18:15.199647,1,4,2,3,1185.2,11.8,100.1,1035.3,12.9,5.1,1,46.2,28.5,7.5 +0,2021-01-19 02:18:24.784306,1,4,2,3,1185.5,11.8,100.2,1035.7,12.9,3.6,1,46.2,28.5,7.5 +0,2021-01-19 02:18:34.389302,1,4,2,3,1185.4,11.8,100.2,1036.0,12.9,3.0,1,46.2,28.5,7.5 +0,2021-01-19 02:18:44.009715,1,4,2,3,1185.9,11.8,100.3,1037.1,12.9,3.3,1,46.2,28.4,7.5 +0,2021-01-19 02:18:53.587519,1,4,2,3,1185.8,11.8,100.3,1036.3,12.9,3.2,1,47.2,28.2,7.5 +0,2021-01-19 02:19:03.212958,1,4,2,3,1185.7,11.8,100.3,1037.5,12.9,3.3,1,46.2,28.3,7.5 +0,2021-01-19 02:19:12.814272,1,4,2,3,1185.8,11.8,100.3,1037.1,12.9,3.2,1,46.2,28.3,7.5 +0,2021-01-19 02:19:22.416413,1,4,2,3,1185.7,11.8,100.2,1035.9,12.9,2.7,1,46.2,28.4,7.5 +0,2021-01-19 02:19:31.977828,1,4,2,3,1185.4,11.8,100.3,1036.6,12.9,2.8,1,47.2,28.2,7.5 +0,2021-01-19 02:19:41.603354,1,4,2,3,1186.0,11.8,100.3,1036.1,12.9,3.5,1,46.7,28.2,7.5 +0,2021-01-19 02:19:51.228590,1,4,2,3,1185.8,11.8,100.1,1035.1,12.9,3.4,1,47.2,28.2,7.5 +0,2021-01-19 02:20:00.874874,1,4,2,3,1185.7,11.8,100.3,1036.7,12.9,3.4,1,46.7,28.3,7.5 +0,2021-01-19 02:20:10.496696,1,4,2,3,1184.9,11.8,100.2,1036.0,12.9,3.3,1,47.2,28.3,7.5 +0,2021-01-19 02:20:20.076927,1,4,2,3,1185.6,11.8,100.2,1036.3,12.9,3.0,1,46.7,28.4,7.5 +0,2021-01-19 02:20:29.697446,1,4,2,3,1185.7,11.8,100.3,1036.8,12.9,3.2,1,46.7,28.3,7.5 +0,2021-01-19 02:20:39.312351,1,4,2,3,1185.2,11.8,100.2,1036.3,12.9,3.4,1,47.2,28.3,7.6 +0,2021-01-19 02:20:48.989408,1,4,2,3,1185.5,11.8,100.2,1036.0,12.9,4.3,1,47.2,28.2,7.5 +0,2021-01-19 02:20:58.643937,1,4,2,3,1185.1,11.8,100.2,1036.8,12.9,2.8,1,47.2,28.4,7.5 +0,2021-01-19 02:21:08.244098,1,4,2,3,1185.5,11.8,100.2,1036.4,12.9,3.5,1,47.2,28.4,7.5 +0,2021-01-19 02:21:17.858008,1,4,2,3,1186.4,11.8,100.2,1035.2,12.9,3.9,1,47.2,28.5,7.5 +0,2021-01-19 02:21:27.464593,1,4,2,3,1184.8,11.8,100.1,1035.5,12.9,4.2,1,46.7,28.6,7.5 +0,2021-01-19 02:21:37.145404,1,4,2,3,1186.1,11.8,100.2,1035.6,12.9,3.3,1,46.7,28.6,7.5 +0,2021-01-19 02:21:46.776735,1,4,2,3,1185.7,11.8,100.3,1036.5,12.9,3.0,1,46.7,28.6,7.5 +0,2021-01-19 02:21:56.355188,1,4,2,3,1186.9,11.8,100.4,1036.4,12.9,4.5,1,47.2,28.5,7.5 +0,2021-01-19 02:22:05.967312,1,4,2,3,1185.3,11.8,100.2,1036.5,12.9,3.5,1,47.2,28.6,7.5 +0,2021-01-19 02:22:15.570623,1,4,2,3,1185.5,11.8,100.1,1035.2,12.9,3.3,1,47.2,28.7,7.5 +0,2021-01-19 02:22:25.174435,1,4,2,3,1185.3,11.8,100.3,1037.5,12.9,2.9,1,47.2,28.8,7.5 +0,2021-01-19 02:22:34.796405,1,4,2,3,1185.4,11.8,100.2,1036.1,12.9,3.1,1,46.7,28.8,7.5 +0,2021-01-19 02:22:44.382179,1,4,2,3,1184.9,11.8,100.2,1036.2,12.9,3.0,1,46.7,28.8,7.5 +0,2021-01-19 02:22:53.972769,1,4,2,3,1185.1,11.8,100.2,1036.1,12.9,3.6,1,47.2,28.7,7.5 +0,2021-01-19 02:23:03.596945,1,4,2,3,1185.4,11.8,100.3,1036.8,12.9,3.4,1,46.7,28.6,7.5 +0,2021-01-19 02:23:13.195625,1,4,2,3,1186.0,11.8,100.3,1036.1,12.9,4.1,1,47.2,28.7,7.5 +0,2021-01-19 02:23:22.790692,1,4,2,3,1185.0,11.8,100.1,1035.2,12.9,4.1,1,47.2,28.9,7.5 +0,2021-01-19 02:23:32.391880,1,4,2,3,1185.4,11.8,100.2,1036.9,12.9,3.5,1,46.7,28.9,7.5 +0,2021-01-19 02:23:41.965743,1,4,2,3,1184.9,11.8,100.1,1035.7,12.9,2.9,1,47.2,28.9,7.5 +0,2021-01-19 02:23:51.576008,1,4,2,3,1185.4,11.8,100.2,1036.3,12.9,3.2,1,47.2,29.1,7.5 +0,2021-01-19 02:24:01.180201,1,4,2,3,1186.0,11.8,100.1,1034.8,12.9,3.8,1,47.2,28.9,7.5 +0,2021-01-19 02:24:10.781453,1,4,2,3,1184.8,11.8,100.1,1035.2,12.9,4.3,1,47.2,28.9,7.5 +0,2021-01-19 02:24:20.398039,1,4,2,3,1185.2,11.8,100.2,1036.2,12.9,3.3,1,46.2,29.0,7.5 +0,2021-01-19 02:24:29.972498,1,4,2,3,1184.5,11.8,100.0,1034.8,12.9,4.3,1,47.2,29.0,7.5 +0,2021-01-19 02:24:39.592560,1,4,2,3,1185.3,11.8,100.1,1035.2,12.9,3.7,1,47.2,29.0,7.5 +0,2021-01-19 02:24:49.209092,1,4,2,3,1185.1,11.8,100.2,1035.9,12.9,3.6,1,46.7,28.9,7.5 +0,2021-01-19 02:24:58.809934,1,4,2,3,1185.6,11.8,100.3,1037.0,12.9,3.9,1,47.2,28.8,7.5 +0,2021-01-19 02:25:08.381839,1,4,2,3,1184.9,11.8,100.2,1036.7,12.9,2.7,1,46.7,28.8,7.5 +0,2021-01-19 02:25:17.979239,1,4,2,3,1185.4,11.8,100.3,1036.5,12.9,3.4,1,47.2,28.8,7.5 +0,2021-01-19 02:25:27.574158,1,4,2,3,1185.2,11.8,100.2,1036.5,12.9,3.3,1,46.7,28.8,7.5 +0,2021-01-19 02:25:37.170597,1,4,2,3,1185.5,11.8,100.2,1035.3,12.9,2.7,1,46.7,28.8,7.5 +0,2021-01-19 02:25:46.770707,1,4,2,3,1186.4,11.8,100.2,1035.1,12.9,3.8,1,46.2,28.6,7.5 +0,2021-01-19 02:25:56.402871,1,4,2,3,1186.4,11.8,100.3,1035.9,12.9,3.8,1,46.2,28.6,7.5 +0,2021-01-19 02:26:05.979827,1,4,2,3,1185.3,11.8,100.2,1036.0,12.9,2.8,1,46.7,28.6,7.5 +0,2021-01-19 02:26:15.563785,1,4,2,3,1185.3,11.8,100.1,1035.5,12.9,3.2,1,46.2,28.6,7.5 +0,2021-01-19 02:26:25.176514,1,4,2,3,1185.4,11.8,100.1,1035.5,12.9,3.3,1,47.2,28.6,7.5 +0,2021-01-19 02:26:34.791623,1,4,2,3,1186.0,11.8,100.3,1036.3,12.9,3.7,1,46.2,28.6,7.5 +0,2021-01-19 02:26:44.416781,1,4,2,3,1185.5,11.8,100.2,1035.8,12.9,3.6,1,46.2,28.6,7.5 +0,2021-01-19 02:26:54.004233,1,4,2,3,1185.4,11.8,100.1,1034.8,12.9,3.0,1,47.2,28.6,7.5 +0,2021-01-19 02:27:03.605711,1,4,2,3,1185.2,11.8,100.2,1036.8,12.9,3.5,1,46.2,28.5,7.5 +0,2021-01-19 02:27:13.204559,1,4,2,3,1185.7,11.8,100.2,1036.4,12.9,3.4,1,46.2,28.2,7.5 +0,2021-01-19 02:27:22.815728,1,4,2,3,1185.8,11.8,100.2,1035.0,12.9,3.3,1,46.2,28.1,7.5 +0,2021-01-19 02:27:32.431378,1,4,2,3,1185.4,11.8,100.3,1036.6,12.9,2.8,1,46.2,28.1,7.5 +0,2021-01-19 02:27:42.078757,1,4,2,3,1186.3,11.8,100.3,1036.5,12.9,3.5,1,47.2,28.1,7.5 +0,2021-01-19 02:27:51.680773,1,4,2,3,1185.2,11.8,100.2,1036.2,12.9,3.6,1,46.7,28.1,7.5 +0,2021-01-19 02:28:01.288602,1,4,2,3,1185.5,11.8,100.2,1035.9,12.9,3.2,1,46.7,28.1,7.5 +0,2021-01-19 02:28:10.893980,1,4,2,3,1185.2,11.8,100.2,1036.7,12.9,3.6,1,46.7,28.0,7.5 +0,2021-01-19 02:28:20.505031,1,4,2,3,1185.3,11.8,100.2,1036.2,12.9,3.0,1,46.2,28.0,7.5 +0,2021-01-19 02:28:30.152604,1,4,2,3,1185.8,11.8,100.3,1036.6,12.9,3.0,1,47.2,28.1,7.5 +0,2021-01-19 02:28:39.756113,1,4,2,3,1185.0,11.8,100.2,1036.5,12.9,2.5,1,46.7,28.2,7.5 +0,2021-01-19 02:28:49.353789,1,4,2,3,1186.3,11.8,100.3,1036.9,12.9,3.7,1,46.7,28.2,7.5 +0,2021-01-19 02:28:58.932447,1,4,2,3,1185.4,11.8,100.1,1035.0,12.9,3.2,1,46.2,28.1,7.5 +0,2021-01-19 02:29:08.524967,1,4,2,3,1185.7,11.8,100.2,1035.9,12.9,2.9,1,46.2,28.1,7.5 +0,2021-01-19 02:29:18.133223,1,4,2,3,1185.2,11.8,100.2,1036.6,12.9,3.4,1,46.2,28.1,7.5 +0,2021-01-19 02:29:27.734216,1,4,2,3,1185.3,11.8,100.3,1036.8,12.9,3.1,1,46.2,28.1,7.5 +0,2021-01-19 02:29:37.330639,1,4,2,3,1185.6,11.8,100.2,1035.7,12.9,3.5,1,46.2,28.1,7.5 +0,2021-01-19 02:29:46.972379,1,4,2,3,1185.4,11.8,100.3,1037.1,12.9,2.9,1,47.2,28.1,7.5 +0,2021-01-19 02:29:56.576451,1,4,2,3,1184.9,11.8,100.2,1035.9,12.9,3.0,1,46.7,28.1,7.5 +0,2021-01-19 02:30:06.144633,1,4,2,3,1185.5,11.8,100.3,1036.7,12.9,2.7,1,46.7,28.1,7.5 +0,2021-01-19 02:30:15.749274,1,4,2,3,1185.4,11.8,100.3,1036.8,12.9,3.5,1,46.2,28.1,7.5 +0,2021-01-19 02:30:25.329723,1,4,2,3,1185.6,11.8,100.2,1036.5,12.9,2.9,1,46.7,28.1,7.5 +0,2021-01-19 02:30:34.939624,1,4,2,3,1185.3,11.8,100.2,1035.8,12.9,3.5,1,47.2,28.2,7.5 +0,2021-01-19 02:30:44.561768,1,4,2,3,1185.2,11.8,100.3,1037.0,12.9,3.2,1,47.2,28.2,7.5 +0,2021-01-19 02:30:54.152502,1,4,2,3,1185.2,11.8,100.2,1036.4,12.9,3.5,1,46.2,28.2,7.5 +0,2021-01-19 02:31:03.780987,1,4,2,3,1185.6,11.8,100.3,1036.8,12.9,3.4,1,46.2,28.1,7.6 +0,2021-01-19 02:31:13.428543,1,4,2,3,1185.5,11.8,100.2,1035.7,12.9,3.3,1,47.2,28.2,7.5 +0,2021-01-19 02:31:23.047165,1,4,2,3,1185.8,11.8,100.3,1037.2,12.9,3.4,1,47.2,28.2,7.5 +0,2021-01-19 02:31:32.694440,1,4,2,3,1185.3,11.8,100.3,1036.8,12.9,2.9,1,46.7,28.2,7.5 +0,2021-01-19 02:31:42.308602,1,4,2,3,1185.5,11.8,100.3,1036.6,12.9,4.0,1,46.7,28.2,7.5 +0,2021-01-19 02:31:51.928649,1,4,2,3,1186.1,11.8,100.2,1035.7,12.9,3.4,1,46.7,28.4,7.5 +0,2021-01-19 02:32:01.496091,1,4,2,3,1186.0,11.8,100.2,1035.6,12.9,3.3,1,46.7,28.4,7.5 +0,2021-01-19 02:32:11.109190,1,4,2,3,1185.7,11.8,100.4,1037.8,12.9,3.3,1,47.2,28.4,7.5 +0,2021-01-19 02:32:20.692419,1,4,2,3,1185.2,11.8,100.2,1036.0,12.9,2.9,1,46.2,28.5,7.5 +0,2021-01-19 02:32:30.276326,1,4,2,3,1185.3,11.8,100.2,1036.0,12.9,3.3,1,46.7,28.3,7.5 +0,2021-01-19 02:32:39.884173,1,4,2,3,1185.3,11.8,100.2,1036.2,12.9,3.6,1,46.2,28.3,7.5 +0,2021-01-19 02:32:49.514507,1,4,2,3,1185.9,11.8,100.3,1036.4,12.9,3.9,1,46.7,28.4,7.5 +0,2021-01-19 02:32:59.123264,1,4,2,3,1185.7,11.8,100.2,1036.2,12.9,3.4,1,47.2,28.4,7.5 +0,2021-01-19 02:33:08.693143,1,4,2,3,1184.9,11.8,100.0,1035.1,12.9,3.7,1,46.2,28.4,7.5 +0,2021-01-19 02:33:18.296231,1,4,2,3,1185.2,11.8,100.2,1036.1,12.9,3.5,1,46.7,28.3,7.5 +0,2021-01-19 02:33:27.890943,1,4,2,3,1185.4,11.8,100.2,1035.8,12.9,3.5,1,46.7,28.2,7.5 +0,2021-01-19 02:33:37.505573,1,4,2,3,1185.6,11.8,100.3,1036.8,12.9,3.1,1,46.2,28.2,7.5 +0,2021-01-19 02:33:47.112070,1,4,2,3,1184.9,11.8,100.2,1037.0,12.9,2.4,1,46.7,28.2,7.5 +0,2021-01-19 02:33:56.704720,1,4,2,3,1185.0,11.8,100.2,1036.6,12.9,3.1,1,46.2,28.2,7.5 +0,2021-01-19 02:34:06.300138,1,4,2,3,1185.5,11.8,100.2,1035.8,12.9,2.8,1,46.7,28.1,7.5 +0,2021-01-19 02:34:15.911326,1,4,2,3,1184.3,11.8,100.0,1035.3,12.9,3.7,1,46.7,28.1,7.5 +0,2021-01-19 02:34:25.516089,1,4,2,3,1185.1,11.8,100.2,1036.5,12.9,3.5,1,46.2,28.2,7.5 +0,2021-01-19 02:34:35.096998,1,4,2,3,1185.8,11.8,100.3,1036.3,12.9,3.7,1,46.2,28.2,7.5 +0,2021-01-19 02:34:44.727433,1,4,2,3,1185.0,11.8,100.2,1036.0,12.9,3.1,1,46.2,28.3,7.5 +0,2021-01-19 02:34:54.321278,1,4,2,3,1185.6,11.8,100.2,1035.7,12.9,3.4,1,46.2,28.3,7.5 +0,2021-01-19 02:35:03.903648,1,4,2,3,1185.3,11.8,100.2,1036.3,12.9,3.4,1,47.2,28.2,7.5 +0,2021-01-19 02:35:13.512390,1,4,2,3,1186.5,11.8,100.3,1036.6,12.9,3.6,1,46.7,28.1,7.5 +0,2021-01-19 02:35:23.104553,1,4,2,3,1186.2,11.8,100.3,1036.4,12.9,3.0,1,46.2,28.2,7.5 +0,2021-01-19 02:35:32.696444,1,4,2,3,1185.6,11.8,100.3,1036.7,12.9,3.5,1,46.7,28.3,7.5 +0,2021-01-19 02:35:42.271922,1,4,2,3,1185.3,11.8,100.2,1036.6,12.9,3.4,1,46.2,28.4,7.5 +0,2021-01-19 02:35:51.900781,1,4,2,3,1185.3,11.8,100.3,1036.7,12.9,3.0,1,46.7,28.4,7.5 +0,2021-01-19 02:36:01.535848,1,4,2,3,1185.3,11.8,100.1,1034.8,12.9,3.5,1,46.7,28.4,7.5 +0,2021-01-19 02:36:11.086572,1,4,2,3,1185.4,11.8,100.2,1036.2,12.9,3.4,1,46.7,28.3,7.5 +0,2021-01-19 02:36:20.684202,1,4,2,3,1185.5,11.8,100.3,1036.9,12.9,3.4,1,46.7,28.3,7.5 +0,2021-01-19 02:36:30.305432,1,4,2,3,1185.9,11.8,100.3,1037.1,12.9,3.5,1,47.2,28.2,7.5 +0,2021-01-19 02:36:39.906516,1,4,2,3,1185.4,11.8,100.2,1035.9,12.9,3.1,1,46.7,28.2,7.5 +0,2021-01-19 02:36:49.533536,1,4,2,3,1185.7,11.8,100.2,1035.8,12.9,3.2,1,46.2,28.2,7.5 +0,2021-01-19 02:36:59.143379,1,4,2,3,1185.8,11.8,100.2,1035.8,12.9,3.0,1,46.2,28.2,7.6 +0,2021-01-19 02:37:08.800652,1,4,2,3,1185.1,11.8,100.1,1035.0,12.9,2.9,1,46.2,28.2,7.5 +0,2021-01-19 02:37:18.412350,1,4,2,3,1185.1,11.8,100.1,1034.9,12.9,3.2,1,46.2,28.1,7.5 +0,2021-01-19 02:37:28.002912,1,4,2,3,1185.3,11.8,100.2,1036.3,12.9,3.4,1,46.2,27.9,7.5 +0,2021-01-19 02:37:37.592404,1,4,2,3,1184.9,11.8,100.1,1035.7,12.9,3.9,1,46.2,27.9,7.5 +0,2021-01-19 02:37:47.176789,1,4,2,3,1185.8,11.8,100.3,1036.8,12.9,3.2,1,46.2,27.9,7.5 +0,2021-01-19 02:37:56.803204,1,4,2,3,1185.4,11.8,100.3,1037.7,12.9,3.3,1,46.7,27.9,7.5 +0,2021-01-19 02:38:06.424958,1,4,2,3,1185.7,11.8,100.3,1036.7,12.9,2.7,1,46.2,27.8,7.5 +0,2021-01-19 02:38:16.093101,1,4,2,3,1185.4,11.8,100.1,1036.0,12.9,3.3,1,46.7,27.9,7.5 +0,2021-01-19 02:38:25.632118,1,4,2,3,1185.1,11.8,100.2,1036.4,12.9,3.6,1,46.2,28.0,7.5 +0,2021-01-19 02:38:35.232530,1,4,2,3,1185.5,11.8,100.2,1036.3,12.9,3.4,1,46.2,28.1,7.5 +0,2021-01-19 02:38:44.851784,1,4,2,3,1184.7,11.8,100.1,1036.0,12.9,3.9,1,46.2,28.2,7.6 +0,2021-01-19 02:38:54.539783,1,4,2,3,1185.2,11.8,100.2,1036.1,12.9,4.0,1,46.2,28.2,7.5 +0,2021-01-19 02:39:04.192489,1,4,2,3,1185.1,11.8,100.1,1035.9,12.9,4.3,1,46.2,28.2,7.6 +0,2021-01-19 02:39:13.840335,1,4,2,3,1185.2,11.8,100.2,1036.1,12.9,4.0,1,46.2,28.1,7.5 +0,2021-01-19 02:39:23.441957,1,4,2,3,1184.3,11.8,100.1,1036.0,12.9,3.8,1,46.2,28.1,7.5 +0,2021-01-19 02:39:33.039211,1,4,2,3,1184.9,11.8,100.1,1035.7,12.9,3.2,1,46.2,28.1,7.5 +0,2021-01-19 02:39:42.647437,1,4,2,3,1184.8,11.8,100.1,1036.0,12.9,3.5,1,46.2,28.1,7.5 +0,2021-01-19 02:39:52.227797,1,4,2,3,1185.0,11.8,100.1,1035.6,12.9,2.9,1,46.7,28.0,7.5 +0,2021-01-19 02:40:01.815428,1,4,2,3,1185.5,11.8,100.3,1036.7,12.9,3.1,1,46.2,28.1,7.5 +0,2021-01-19 02:40:11.420388,1,4,2,3,1185.3,11.8,100.2,1035.8,12.9,3.6,1,46.7,28.1,7.5 +0,2021-01-19 02:40:20.989588,1,4,2,3,1185.6,11.8,100.2,1035.9,12.9,4.0,1,46.2,28.2,7.5 +0,2021-01-19 02:40:30.590953,1,4,2,3,1185.4,11.8,100.2,1036.8,12.9,3.2,1,46.7,28.3,7.5 +0,2021-01-19 02:40:40.212291,1,4,2,3,1185.5,11.8,100.1,1034.8,12.9,3.3,1,46.2,28.2,7.5 +0,2021-01-19 02:40:49.830998,1,4,2,3,1185.5,11.8,100.3,1036.4,12.9,3.2,1,47.2,28.3,7.5 +0,2021-01-19 02:40:59.440150,1,4,2,3,1185.4,11.8,100.2,1035.8,12.9,3.1,1,47.2,28.4,7.5 +0,2021-01-19 02:41:09.040794,1,4,2,3,1184.9,11.8,100.3,1037.6,12.9,2.5,1,46.7,28.4,7.5 +0,2021-01-19 02:41:18.637662,1,4,2,3,1184.7,11.8,100.2,1036.5,12.9,2.7,1,46.7,28.4,7.5 +0,2021-01-19 02:41:28.256953,1,4,2,3,1185.9,11.8,100.3,1036.9,12.9,3.2,1,46.7,28.5,7.5 +0,2021-01-19 02:41:37.842135,1,4,2,3,1185.9,11.8,100.3,1036.3,12.9,3.8,1,46.2,28.6,7.5 +0,2021-01-19 02:41:47.449263,1,4,2,3,1185.9,11.8,100.1,1035.0,12.9,3.8,1,47.2,28.6,7.5 +0,2021-01-19 02:41:57.053358,1,4,2,3,1185.2,11.8,100.1,1035.8,12.9,3.3,1,47.2,28.6,7.5 +0,2021-01-19 02:42:06.634720,1,4,2,3,1185.5,11.8,100.3,1036.4,12.9,3.6,1,46.7,28.7,7.5 +0,2021-01-19 02:42:16.161837,1,4,2,3,1186.0,11.8,100.2,1035.6,12.9,4.1,1,47.2,28.7,7.4 +0,2021-01-19 02:42:25.747204,1,4,2,3,1186.1,11.8,100.2,1035.6,12.9,3.9,1,46.7,28.7,7.5 +0,2021-01-19 02:42:35.322047,1,4,2,3,1185.7,11.8,100.3,1036.4,12.9,3.4,1,47.2,28.7,7.5 +0,2021-01-19 02:42:44.953168,1,4,2,3,1186.3,11.8,100.2,1035.4,12.9,4.0,1,47.2,28.6,7.5 +0,2021-01-19 02:42:54.533106,1,4,2,3,1185.4,11.8,100.2,1035.9,12.9,4.3,1,46.2,28.6,7.5 +0,2021-01-19 02:43:04.165521,1,4,2,3,1186.0,11.8,100.4,1037.4,12.9,3.4,1,46.7,28.6,7.5 +0,2021-01-19 02:43:13.753258,1,4,2,3,1184.7,11.8,100.1,1035.8,12.9,3.1,1,46.7,28.5,7.5 +0,2021-01-19 02:43:23.366059,1,4,2,3,1185.1,11.8,100.3,1037.1,12.9,3.8,1,46.2,28.6,7.5 +0,2021-01-19 02:43:32.970088,1,4,2,3,1185.6,11.8,100.2,1036.0,12.9,2.9,1,46.7,28.5,7.5 +0,2021-01-19 02:43:42.567883,1,4,2,3,1185.3,11.8,100.3,1036.9,12.9,3.7,1,46.2,28.5,7.5 +0,2021-01-19 02:43:52.144864,1,4,2,3,1185.8,11.8,100.2,1035.7,12.9,3.4,1,46.7,28.6,7.5 +0,2021-01-19 02:44:01.745845,1,4,2,3,1185.1,11.8,100.2,1036.6,12.9,3.4,1,46.2,28.7,7.5 +0,2021-01-19 02:44:11.344821,1,4,2,3,1185.6,11.8,100.3,1036.2,12.9,3.0,1,46.2,28.7,7.5 +0,2021-01-19 02:44:20.950758,1,4,2,3,1185.3,11.8,100.1,1035.8,12.9,3.5,1,47.2,28.7,7.5 +0,2021-01-19 02:44:30.542448,1,4,2,3,1186.0,11.8,100.3,1036.5,12.9,3.0,1,47.2,28.8,7.5 +0,2021-01-19 02:44:40.146493,1,4,2,3,1185.4,11.8,100.3,1036.5,12.9,3.8,1,47.2,28.8,7.5 +0,2021-01-19 02:44:49.786600,1,4,2,3,1185.4,11.8,100.2,1036.5,12.9,3.6,1,46.7,28.8,7.5 +0,2021-01-19 02:44:59.436055,1,4,2,3,1185.5,11.8,100.3,1036.8,12.9,3.1,1,47.2,28.8,7.5 +0,2021-01-19 02:45:09.034132,1,4,2,3,1185.2,11.8,100.2,1036.0,12.9,3.1,1,47.2,28.8,7.5 +0,2021-01-19 02:45:18.638831,1,4,2,3,1186.9,11.8,100.3,1035.9,12.9,4.6,1,46.7,28.8,7.5 +0,2021-01-19 02:45:28.209688,1,4,2,3,1185.3,11.8,100.1,1035.3,12.9,3.7,1,47.2,28.8,7.5 +0,2021-01-19 02:45:37.829370,1,4,2,3,1186.7,11.8,100.2,1035.5,12.9,4.3,1,47.2,28.7,7.5 +0,2021-01-19 02:45:47.470183,1,4,2,3,1185.1,11.8,100.2,1036.7,12.9,2.7,1,46.7,28.8,7.5 +0,2021-01-19 02:45:57.087328,1,4,2,3,1184.9,11.8,100.2,1036.5,12.9,2.6,1,47.2,28.7,7.5 +0,2021-01-19 02:46:06.702908,1,4,2,3,1185.6,11.8,100.2,1036.4,12.9,3.1,1,47.2,28.7,7.5 +0,2021-01-19 02:46:16.307757,1,4,2,3,1186.5,11.8,100.4,1037.1,12.9,3.1,1,47.2,28.6,7.5 +0,2021-01-19 02:46:25.927550,1,4,2,3,1185.1,11.8,100.4,1038.0,12.9,2.8,1,46.7,28.8,7.5 +0,2021-01-19 02:46:35.518655,1,4,2,3,1186.0,11.8,100.2,1035.7,12.9,3.5,1,46.2,28.8,7.5 +0,2021-01-19 02:46:45.183817,1,4,2,3,1186.0,11.8,100.3,1036.6,12.9,3.6,1,46.7,28.8,7.5 +0,2021-01-19 02:46:54.813396,1,4,2,3,1185.8,11.8,100.2,1035.7,12.9,3.7,1,46.2,28.9,7.5 +0,2021-01-19 02:47:04.414390,1,4,2,3,1185.7,11.8,100.3,1036.2,12.9,3.7,1,47.2,28.8,7.5 +0,2021-01-19 02:47:13.983327,1,4,2,3,1185.6,11.8,100.2,1036.1,12.9,3.7,1,46.7,28.8,7.5 +0,2021-01-19 02:47:23.610480,1,4,2,3,1185.5,11.8,100.2,1035.9,12.9,3.4,1,47.2,28.8,7.5 +0,2021-01-19 02:47:33.172330,1,4,2,3,1184.9,11.8,100.2,1036.5,12.9,3.2,1,47.2,28.8,7.5 +0,2021-01-19 02:47:42.777641,1,4,2,3,1185.8,11.8,100.3,1037.5,12.9,3.1,1,46.7,28.7,7.5 +0,2021-01-19 02:47:52.370581,1,4,2,3,1185.4,11.8,100.1,1034.8,12.9,3.9,1,46.2,28.7,7.5 +0,2021-01-19 02:48:01.976223,1,4,2,3,1185.9,11.8,100.3,1036.5,12.9,3.3,1,46.2,28.8,7.5 +0,2021-01-19 02:48:11.550599,1,4,2,3,1186.1,11.8,100.1,1034.8,12.9,3.2,1,46.2,28.8,7.5 +0,2021-01-19 02:48:21.163209,1,4,2,3,1186.2,11.8,100.1,1034.7,12.9,4.5,1,46.2,28.7,7.5 +0,2021-01-19 02:48:30.738903,1,4,2,3,1185.1,11.8,100.3,1037.1,12.9,4.2,1,45.6,28.7,7.4 +0,2021-01-19 02:48:40.264842,1,4,2,3,1184.7,11.8,100.2,1036.7,12.9,3.5,1,46.7,28.6,7.5 +0,2021-01-19 02:48:49.867761,1,4,2,3,1186.7,11.8,100.2,1034.3,12.9,4.0,1,46.2,28.6,7.5 +0,2021-01-19 02:48:59.488652,1,4,2,3,1185.3,11.8,100.3,1036.8,12.9,3.3,1,45.6,28.6,7.5 +0,2021-01-19 02:49:09.077844,1,4,2,3,1186.6,11.8,100.2,1035.0,12.9,4.6,1,46.2,28.5,7.5 +0,2021-01-19 02:49:18.755900,1,4,2,3,1185.5,11.8,100.2,1036.4,12.9,3.0,1,45.6,28.6,7.5 +0,2021-01-19 02:49:28.390600,1,4,2,3,1185.4,11.8,100.2,1035.7,12.9,3.0,1,46.2,28.5,7.5 +0,2021-01-19 02:49:37.999201,1,4,2,3,1186.2,11.8,100.2,1035.1,12.9,3.5,1,46.2,28.5,7.5 +0,2021-01-19 02:49:47.592867,1,4,2,3,1186.1,11.8,100.3,1035.9,12.9,3.8,1,45.6,28.5,7.5 +0,2021-01-19 02:49:57.205114,1,4,2,3,1185.3,11.8,100.2,1036.3,12.9,3.7,1,46.2,28.5,7.5 +0,2021-01-19 02:50:06.791239,1,4,2,3,1186.1,11.8,100.2,1035.1,12.9,3.3,1,46.2,28.4,7.5 +0,2021-01-19 02:50:16.391694,1,4,2,3,1185.5,11.8,100.1,1035.5,12.9,2.9,1,45.6,28.4,7.5 +0,2021-01-19 02:50:25.995896,1,4,2,3,1186.0,11.8,100.4,1038.1,12.9,3.0,1,46.2,28.4,7.5 +0,2021-01-19 02:50:35.564276,1,4,2,3,1186.0,11.8,100.4,1037.7,12.9,3.6,1,45.6,28.5,7.5 +0,2021-01-19 02:50:45.167869,1,4,2,3,1185.1,11.8,100.2,1036.4,12.9,3.3,1,45.6,28.5,7.5 +0,2021-01-19 02:50:54.802033,1,4,2,3,1184.8,11.8,100.2,1036.8,12.9,3.7,1,45.1,28.2,7.5 +0,2021-01-19 02:51:04.379488,1,4,2,3,1184.4,11.8,100.2,1036.8,12.9,3.8,1,45.1,28.3,7.5 +0,2021-01-19 02:51:13.998009,1,4,2,3,1184.8,11.8,100.1,1035.7,12.9,4.1,1,45.1,28.3,7.5 +0,2021-01-19 02:51:23.596508,1,4,2,3,1184.8,11.8,100.1,1036.0,12.9,3.8,1,45.6,28.2,7.5 +0,2021-01-19 02:51:33.191233,1,4,2,3,1184.5,11.8,100.0,1035.1,12.9,4.1,1,45.1,28.2,7.5 +0,2021-01-19 02:51:42.795417,1,4,2,3,1184.3,11.8,100.0,1035.3,12.9,4.1,1,45.6,28.3,7.5 +0,2021-01-19 02:51:52.397565,1,4,2,3,1184.2,11.8,100.0,1035.3,12.9,3.7,1,45.6,28.3,7.5 +0,2021-01-19 02:52:01.988554,1,4,2,3,1184.2,11.8,100.2,1036.5,12.9,3.8,1,46.2,28.4,7.5 +0,2021-01-19 02:52:11.566361,1,4,2,3,1184.9,11.8,100.2,1036.6,12.9,3.7,1,45.6,28.3,7.5 +0,2021-01-19 02:52:21.163477,1,4,2,3,1184.1,11.8,100.0,1034.9,12.9,4.5,1,46.2,28.4,7.5 +0,2021-01-19 02:52:30.766937,1,4,2,3,1185.3,11.8,100.1,1035.3,12.9,4.0,1,46.2,28.4,7.5 +0,2021-01-19 02:52:40.364629,1,4,2,3,1185.0,11.8,100.1,1035.7,12.9,3.9,1,45.6,28.4,7.5 +0,2021-01-19 02:52:49.962888,1,4,2,3,1185.0,11.8,100.1,1035.7,12.9,3.4,1,46.2,28.5,7.5 +0,2021-01-19 02:52:59.549441,1,4,2,3,1184.5,11.8,100.1,1035.4,12.9,3.7,1,45.1,28.6,7.5 +0,2021-01-19 02:53:09.176827,1,4,2,3,1185.2,11.8,100.1,1035.2,12.9,3.7,1,45.6,28.6,7.5 +0,2021-01-19 02:53:18.781631,1,4,2,3,1184.7,11.8,100.1,1036.0,12.9,3.6,1,45.1,28.6,7.5 +0,2021-01-19 02:53:28.392520,1,4,2,3,1185.4,11.8,100.3,1036.7,12.9,4.0,1,45.6,28.6,7.5 +0,2021-01-19 02:53:38.020232,1,4,2,3,1185.1,11.8,100.1,1035.8,12.9,3.7,1,46.2,28.4,7.6 +0,2021-01-19 02:53:47.667606,1,4,2,3,1185.6,11.8,100.2,1035.7,12.9,3.8,1,46.2,28.4,7.5 +0,2021-01-19 02:53:57.300962,1,4,2,3,1185.6,11.8,100.3,1036.4,12.9,3.4,1,46.2,28.4,7.6 +0,2021-01-19 02:54:06.982857,1,4,2,3,1185.4,11.8,100.2,1036.1,12.9,3.7,1,46.2,28.4,7.5 +0,2021-01-19 02:54:16.604788,1,4,2,3,1185.9,11.8,100.2,1035.4,12.9,3.5,1,46.2,28.6,7.5 +0,2021-01-19 02:54:26.220303,1,4,2,3,1185.6,11.8,100.2,1036.2,12.9,3.3,1,46.7,28.6,7.5 +0,2021-01-19 02:54:35.796228,1,4,2,3,1185.9,11.8,100.3,1037.1,12.9,3.0,1,47.2,28.7,7.5 +0,2021-01-19 02:54:45.399605,1,4,2,3,1185.3,11.8,100.2,1036.6,12.9,3.6,1,46.2,28.6,7.5 +0,2021-01-19 02:54:55.002805,1,4,2,3,1185.3,11.8,100.2,1036.1,12.9,3.7,1,46.2,28.6,7.5 +0,2021-01-19 02:55:04.597826,1,4,2,3,1185.8,11.8,100.2,1036.2,12.9,3.8,1,46.7,28.6,7.5 +0,2021-01-19 02:55:14.252364,1,4,2,3,1185.0,11.8,100.2,1036.2,12.9,3.3,1,46.2,28.6,7.5 +0,2021-01-19 02:55:23.837521,1,4,2,3,1185.7,11.8,100.1,1035.2,12.9,3.7,1,47.2,28.6,7.5 +0,2021-01-19 02:55:33.441209,1,4,2,3,1185.7,11.8,100.3,1037.1,12.9,3.9,1,46.2,28.6,7.5 +0,2021-01-19 02:55:43.047988,1,4,2,3,1185.4,11.8,100.2,1035.6,12.9,3.2,1,46.2,28.6,7.5 +0,2021-01-19 02:55:52.647476,1,4,2,3,1185.5,11.8,100.2,1035.7,12.9,3.4,1,46.2,28.7,7.5 +0,2021-01-19 02:56:02.253101,1,4,2,3,1185.8,11.8,100.3,1036.1,12.9,3.8,1,46.2,28.7,7.5 +0,2021-01-19 02:56:11.805991,1,4,2,3,1185.7,11.8,100.2,1035.9,12.9,4.1,1,47.2,28.6,7.5 +0,2021-01-19 02:56:21.420424,1,4,2,3,1185.8,11.8,100.4,1037.9,12.9,3.6,1,47.2,28.7,7.5 +0,2021-01-19 02:56:31.052533,1,4,2,3,1185.3,11.8,100.4,1038.0,12.9,3.4,1,47.2,28.7,7.5 +0,2021-01-19 02:56:40.678843,1,4,2,3,1185.2,11.8,100.3,1037.1,12.9,3.2,1,46.7,28.7,7.5 +0,2021-01-19 02:56:50.303982,1,4,2,3,1185.3,11.8,100.2,1036.8,12.9,3.2,1,46.2,28.6,7.5 +0,2021-01-19 02:56:59.888231,1,4,2,3,1185.4,11.8,100.4,1037.5,12.9,2.9,1,46.7,28.7,7.5 +0,2021-01-19 02:57:09.480374,1,4,2,3,1185.0,11.8,100.2,1036.5,12.9,2.9,1,46.2,28.8,7.5 +0,2021-01-19 02:57:19.106907,1,4,2,3,1185.5,11.8,100.1,1035.0,12.9,3.6,1,46.7,28.8,7.5 +0,2021-01-19 02:57:28.699727,1,4,2,3,1186.0,11.8,100.3,1036.4,12.9,3.7,1,47.2,28.8,7.5 +0,2021-01-19 02:57:38.274359,1,4,2,3,1185.5,11.8,100.2,1035.8,12.9,3.4,1,47.2,28.8,7.5 +0,2021-01-19 02:57:47.897594,1,4,2,3,1185.9,11.8,100.3,1036.7,12.9,3.7,1,46.7,28.8,7.5 +0,2021-01-19 02:57:57.529091,1,4,2,3,1185.5,11.8,100.3,1037.6,12.9,3.2,1,47.2,28.8,7.5 +0,2021-01-19 02:58:07.071116,1,4,2,3,1185.4,11.8,100.2,1036.4,12.9,3.2,1,46.2,28.7,7.5 +0,2021-01-19 02:58:16.690912,1,4,2,3,1186.4,11.8,100.3,1036.4,12.9,3.4,1,46.7,28.7,7.5 +0,2021-01-19 02:58:26.285988,1,4,2,3,1186.0,11.8,100.2,1035.5,12.9,3.9,1,47.2,28.8,7.5 +0,2021-01-19 02:58:35.788839,1,4,2,3,1186.6,11.8,100.3,1035.8,12.9,3.5,1,47.2,28.7,7.4 +0,2021-01-19 02:58:45.419923,1,4,2,3,1186.2,11.8,100.3,1035.9,12.9,4.2,1,47.2,28.8,7.5 +0,2021-01-19 02:58:55.060645,1,4,2,3,1186.4,11.8,100.3,1035.6,12.9,4.3,1,47.2,28.7,7.5 +0,2021-01-19 02:59:04.708367,1,4,2,3,1186.0,11.8,100.2,1035.6,12.9,3.2,1,46.2,28.7,7.5 +0,2021-01-19 02:59:14.305785,1,4,2,3,1185.6,11.8,100.3,1036.6,12.9,3.1,1,46.2,28.7,7.5 +0,2021-01-19 02:59:23.912400,1,4,2,3,1185.3,11.8,100.1,1035.6,12.9,3.3,1,47.2,28.6,7.5 +0,2021-01-19 02:59:33.502039,1,4,2,3,1186.0,11.8,100.2,1035.8,12.9,3.6,1,47.2,28.7,7.5 +0,2021-01-19 02:59:43.103134,1,4,2,3,1185.0,11.8,100.2,1036.5,12.9,4.0,1,46.2,28.6,7.5 +0,2021-01-19 02:59:52.720695,1,4,2,3,1185.2,11.8,100.2,1036.0,12.9,3.1,1,47.2,28.7,7.5 +0,2021-01-19 03:00:02.311622,1,4,2,3,1185.3,11.8,100.3,1036.6,12.9,3.2,1,46.2,28.8,7.5 +0,2021-01-19 03:00:11.916867,1,4,2,3,1185.2,11.8,100.3,1037.2,12.9,3.3,1,46.2,28.8,7.5 +0,2021-01-19 03:00:21.536946,1,4,2,3,1185.5,11.8,100.2,1036.3,12.9,3.3,1,47.2,28.8,7.5 +0,2021-01-19 03:00:31.078662,1,4,2,3,1186.1,11.8,100.3,1036.1,12.9,3.6,1,46.7,28.7,7.5 +0,2021-01-19 03:00:40.691321,1,4,2,3,1185.2,11.8,100.2,1036.1,12.9,3.6,1,47.2,28.7,7.5 +0,2021-01-19 03:00:50.307680,1,4,2,3,1185.3,11.8,100.3,1037.1,12.9,3.2,1,46.2,28.6,7.5 +0,2021-01-19 03:00:59.922540,1,4,2,3,1185.3,11.8,100.2,1036.1,12.9,3.1,1,47.2,28.6,7.5 +0,2021-01-19 03:01:09.496965,1,4,2,3,1185.5,11.8,100.3,1037.2,12.9,3.4,1,47.2,28.7,7.5 +0,2021-01-19 03:01:19.125441,1,4,2,3,1186.1,11.8,100.3,1036.5,12.9,3.5,1,47.2,28.7,7.5 +0,2021-01-19 03:01:28.744158,1,4,2,3,1185.5,11.8,100.2,1035.8,12.9,3.6,1,46.2,28.5,7.5 +0,2021-01-19 03:01:38.398448,1,4,2,3,1186.0,11.8,100.3,1036.5,12.9,3.6,1,46.7,28.3,7.5 +0,2021-01-19 03:01:48.018734,1,4,2,3,1185.8,11.8,100.2,1035.8,12.9,3.8,1,47.2,28.4,7.5 +0,2021-01-19 03:01:57.587831,1,4,2,3,1185.8,11.8,100.3,1036.3,12.9,3.4,1,46.7,28.4,7.5 +0,2021-01-19 03:02:07.186705,1,4,2,3,1185.3,11.8,100.2,1035.9,12.9,3.4,1,46.2,28.4,7.5 +0,2021-01-19 03:02:16.787784,1,4,2,3,1185.1,11.8,100.3,1037.0,12.9,2.8,1,46.7,28.5,7.5 +0,2021-01-19 03:02:26.410141,1,4,2,3,1185.0,11.8,100.2,1036.6,12.9,2.8,1,47.2,28.5,7.5 +0,2021-01-19 03:02:35.999674,1,4,2,3,1185.0,11.8,100.2,1036.9,12.9,3.1,1,46.7,28.6,7.5 +0,2021-01-19 03:02:45.602492,1,4,2,3,1185.7,11.8,100.3,1036.6,12.9,3.5,1,47.2,28.6,7.5 +0,2021-01-19 03:02:55.208468,1,4,2,3,1184.9,11.8,100.2,1036.9,12.9,3.2,1,46.2,28.6,7.5 +0,2021-01-19 03:03:04.819134,1,4,2,3,1185.2,11.8,100.3,1037.7,12.9,2.9,1,46.2,28.6,7.5 +0,2021-01-19 03:03:14.364001,1,4,2,3,1185.7,11.8,100.4,1037.3,12.9,2.8,1,47.2,28.6,7.5 +0,2021-01-19 03:03:23.965312,1,4,2,3,1185.0,11.8,100.2,1036.3,12.9,3.2,1,46.2,28.6,7.5 +0,2021-01-19 03:03:33.589810,1,4,2,3,1185.9,11.8,100.2,1035.7,12.9,3.1,1,47.2,28.6,7.5 +0,2021-01-19 03:03:43.174562,1,4,2,3,1185.3,11.8,100.3,1037.2,12.9,3.8,1,46.7,28.6,7.5 +0,2021-01-19 03:03:52.747297,1,4,2,3,1185.7,11.8,100.2,1036.1,12.9,3.1,1,46.2,28.7,7.5 +0,2021-01-19 03:04:02.341986,1,4,2,3,1185.9,11.8,100.2,1035.5,12.9,4.1,1,46.2,28.8,7.5 +0,2021-01-19 03:04:11.941387,1,4,2,3,1187.1,11.8,100.3,1036.0,12.9,4.8,1,46.7,28.8,7.5 +0,2021-01-19 03:04:21.553686,1,4,2,3,1185.9,11.8,100.3,1036.4,12.9,3.9,1,46.7,28.8,7.5 +0,2021-01-19 03:04:31.206393,1,4,2,3,1185.8,11.8,100.3,1036.6,12.9,3.8,1,45.6,28.7,7.5 +0,2021-01-19 03:04:40.797225,1,4,2,3,1186.1,11.8,100.3,1037.1,12.9,4.3,1,46.2,28.7,7.5 +0,2021-01-19 03:04:50.394412,1,4,2,3,1185.4,11.8,100.2,1035.9,12.9,3.8,1,46.2,28.7,7.5 +0,2021-01-19 03:04:59.994178,1,4,2,3,1185.5,11.8,100.3,1036.9,12.9,3.2,1,46.2,28.6,7.5 +0,2021-01-19 03:05:09.579349,1,4,2,3,1185.6,11.8,100.3,1036.6,12.9,3.2,1,46.2,28.6,7.5 +0,2021-01-19 03:05:19.180713,1,4,2,3,1185.0,11.8,100.3,1036.3,12.9,2.7,1,45.6,28.6,7.5 +0,2021-01-19 03:05:28.783768,1,4,2,3,1185.7,11.8,100.2,1036.1,12.9,3.1,1,45.6,28.6,7.5 +0,2021-01-19 03:05:38.382067,1,4,2,3,1185.3,11.8,100.2,1035.9,12.9,3.4,1,45.6,28.6,7.5 +0,2021-01-19 03:05:47.971734,1,4,2,3,1184.9,11.8,100.1,1035.6,12.9,4.0,1,45.6,28.5,7.5 +0,2021-01-19 03:05:57.539126,1,4,2,3,1185.5,11.8,100.2,1036.5,12.9,3.5,1,46.2,28.5,7.4 +0,2021-01-19 03:06:07.086525,1,4,2,3,1185.6,11.8,100.3,1037.1,12.9,3.3,1,46.2,28.6,7.5 +0,2021-01-19 03:06:16.663823,1,4,2,3,1185.5,11.8,100.2,1036.5,12.9,2.1,1,46.2,28.4,7.5 +0,2021-01-19 03:06:26.309499,1,4,2,3,1185.1,11.8,100.3,1038.1,12.9,2.7,1,46.2,28.4,7.5 +0,2021-01-19 03:06:35.915359,1,4,2,3,1185.5,11.8,100.2,1036.5,12.9,2.8,1,46.2,28.5,7.5 +0,2021-01-19 03:06:45.516405,1,4,2,3,1185.3,11.8,100.2,1036.3,12.9,3.6,1,45.6,28.5,7.5 +0,2021-01-19 03:06:55.113749,1,4,2,3,1185.0,11.8,100.3,1037.3,12.9,2.9,1,45.6,28.6,7.5 +0,2021-01-19 03:07:04.716199,1,4,2,3,1185.0,11.8,100.3,1037.3,12.9,3.5,1,46.2,28.6,7.5 +0,2021-01-19 03:07:14.318773,1,4,2,3,1185.6,11.8,100.3,1036.9,12.9,2.6,1,45.6,28.7,7.5 +0,2021-01-19 03:07:23.897141,1,4,2,3,1186.0,11.8,100.3,1036.1,12.9,3.9,1,46.2,28.8,7.5 +0,2021-01-19 03:07:33.513679,1,4,2,3,1185.3,11.8,100.3,1036.9,12.9,3.5,1,46.2,28.8,7.5 +0,2021-01-19 03:07:43.110634,1,4,2,3,1185.7,11.8,100.3,1036.6,12.9,3.6,1,46.2,28.8,7.5 +0,2021-01-19 03:07:52.689179,1,4,2,3,1185.7,11.8,100.4,1037.3,12.9,3.2,1,46.2,28.7,7.5 +0,2021-01-19 03:08:02.276297,1,4,2,3,1185.6,11.8,100.2,1036.2,12.9,3.4,1,46.2,28.6,7.5 +0,2021-01-19 03:08:11.879555,1,4,2,3,1185.8,11.8,100.1,1034.7,12.9,3.6,1,46.2,28.7,7.5 +0,2021-01-19 03:08:21.495847,1,4,2,3,1186.4,11.8,100.3,1035.9,12.9,3.8,1,46.2,28.6,7.5 +0,2021-01-19 03:08:31.088016,1,4,2,3,1185.7,11.8,100.2,1036.0,12.9,4.0,1,46.2,28.7,7.5 +0,2021-01-19 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21:37:06.708093,1,4,2,3,2202.9,9.9,222.3,1.2,11.9,-1.5,1,43.5,17.7,8.0 +0,2021-01-27 21:37:16.799441,1,4,2,3,2201.6,9.9,221.3,1.1,11.9,-2.2,1,44.0,17.7,8.0 +0,2021-01-27 21:37:26.895141,1,4,2,3,2203.6,9.9,221.9,1.1,11.9,0.1,1,44.0,17.8,7.9 +0,2021-01-27 21:37:36.940945,1,4,2,3,2203.2,9.9,222.2,1.2,11.9,-1.2,1,42.9,17.8,8.0 +0,2021-01-27 21:37:47.008563,1,4,2,3,12056.9,-0.0,-359513.6,-354.2,11.9,-0.1,1,44.0,17.8,8.0 +0,2021-01-27 21:37:57.131483,1,4,2,3,12058.1,-0.0,-462660.2,-455.8,11.9,2.5,1,44.0,17.9,8.0 +0,2021-01-27 21:38:07.217173,1,4,2,3,2203.6,10.0,220.6,1.1,11.9,-0.3,1,44.0,18.0,7.9 +0,2021-01-27 21:38:17.338493,1,4,2,3,2203.1,9.9,221.5,1.1,11.9,-1.2,1,44.0,18.0,8.1 +0,2021-01-27 21:38:27.478879,1,4,2,3,2203.8,10.0,221.3,1.1,11.9,-0.6,1,44.0,18.1,7.9 +0,2021-01-27 21:38:37.547768,1,4,2,3,2203.8,10.0,221.1,1.1,11.9,-2.2,1,44.0,18.1,8.0 +0,2021-01-27 21:38:47.127254,1,4,2,3,2204.2,9.9,221.6,1.1,11.9,-3.0,1,46.2,18.2,7.5 +0,2021-01-27 21:38:57.259330,1,4,2,3,2204.9,10.0,220.9,1.1,11.9,-2.9,1,45.1,18.3,8.0 +0,2021-01-27 21:40:37.188136,1,4,2,3,2203.6,10.0,220.2,1.1,11.9,-2.2,10,46.7,19.2,39.2 +0,2021-01-27 21:41:18.442818,1,4,2,3,2203.1,10.0,219.5,1.1,11.9,-2.7,10,45.1,19.2,39.1 +0,2021-01-27 21:41:52.086160,1,4,2,3,2204.2,10.1,219.3,1.1,11.9,-3.4,5,46.2,19.5,14.4 +0,2021-01-27 21:42:08.651418,1,4,2,3,2201.7,10.0,219.2,1.1,11.9,-3.1,5,45.6,19.4,14.5 +0,2021-01-27 21:42:25.247958,1,4,2,3,2202.7,10.0,220.1,1.1,11.9,-2.9,5,45.1,19.3,14.5 +0,2021-01-27 21:42:41.903954,1,4,2,3,2203.2,10.0,219.3,1.1,11.9,-1.4,5,45.1,19.4,14.5 +0,2021-01-27 21:43:04.876662,1,4,2,3,2204.4,10.0,220.5,1.1,11.9,-2.9,5,46.2,19.7,13.3 +0,2021-01-27 21:43:20.291212,1,4,2,3,2203.8,9.9,222.1,1.1,11.9,-2.2,5,45.6,19.8,13.3 +0,2021-01-27 21:43:35.702627,1,4,2,3,1107.5,123.6,9.0,0.0,11.9,1090.3,5,45.1,19.8,13.2 +0,2021-01-27 21:43:51.050991,1,4,2,3,1107.5,123.7,9.0,0.0,11.9,1091.6,5,45.6,19.8,13.2 +0,2021-01-27 21:44:06.424650,1,4,2,3,1108.8,123.8,9.0,0.0,11.9,1094.1,5,46.2,19.8,13.2 +0,2021-01-27 21:44:21.771891,1,4,2,3,1110.0,123.7,9.0,0.0,11.9,1095.3,5,45.6,19.9,13.2 +0,2021-01-27 21:44:37.144913,1,4,2,3,1107.5,123.9,8.9,0.0,11.9,1097.8,5,45.6,20.1,13.2 +0,2021-01-27 21:44:52.471615,1,4,2,3,1108.1,123.9,8.9,0.0,11.9,1092.2,5,46.2,20.1,13.3 +0,2021-01-27 21:45:07.869517,1,4,2,3,1106.9,123.8,8.9,0.0,11.9,1093.4,5,46.2,20.2,13.2 +0,2021-01-27 21:45:23.219763,1,4,2,3,1563.1,54.4,28.7,0.0,11.9,-830.3,5,46.2,20.2,13.2 +0,2021-01-27 21:45:38.588699,1,4,2,3,1788.8,19.6,91.1,0.6,11.9,-1793.5,5,46.2,20.2,13.2 +0,2021-01-27 21:45:53.943718,1,4,2,3,1793.2,19.7,91.0,0.6,11.9,-1794.1,5,45.6,20.1,13.2 +0,2021-01-27 21:46:09.306871,1,4,2,3,1790.0,19.6,91.3,0.6,11.9,-1794.7,5,45.6,20.2,13.2 +0,2021-01-27 21:46:24.629629,1,4,2,3,1795.9,87.9,20.4,0.1,11.9,44.4,5,47.2,20.2,13.2 +0,2021-01-27 21:46:40.019408,1,4,2,3,1473.6,85.9,17.2,0.0,11.9,728.0,5,46.7,20.4,13.2 +0,2021-01-27 21:46:55.371196,1,4,2,3,1336.0,6.1,219.7,0.1,0.6,173.2,5,46.2,20.4,13.2 +0,2021-01-27 21:47:10.759194,1,4,2,3,2202.6,9.9,222.5,1.2,11.9,0.3,5,46.2,20.6,13.2 +0,2021-01-27 21:47:26.094031,1,4,2,3,2203.8,10.0,219.8,1.1,11.9,-6.0,5,47.2,20.5,13.3 +0,2021-01-27 21:49:16.478441,1,4,2,3,1832.1,48.0,38.2,0.2,11.9,355.7,5,46.2,20.9,97.4 +0,2021-01-27 21:50:55.998165,1,4,2,3,1100.5,84.2,13.1,0.0,11.9,724.8,5,46.7,21.0,97.4 +0,2021-01-27 21:52:35.490240,1,4,2,3,2204.4,10.0,220.7,1.1,11.9,-2.9,5,46.2,21.4,97.4 +0,2021-01-27 21:54:15.022181,1,4,2,3,2201.9,10.0,220.8,1.1,11.9,-4.1,5,47.2,21.8,97.4 +0,2021-01-27 21:56:08.601804,1,4,2,3,2202.6,9.9,222.2,1.1,11.9,-3.5,5,47.2,21.8,25.2 +0,2021-01-27 21:56:35.963053,1,4,2,3,2203.8,10.0,220.4,1.1,11.9,-2.2,5,47.8,21.8,25.2 +0,2021-01-27 21:57:03.310599,1,4,2,3,2199.4,9.9,221.6,1.1,11.9,-1.6,5,47.8,22.1,25.2 +0,2021-01-27 21:57:30.669608,1,4,2,3,2203.8,9.9,223.5,1.2,11.9,-2.2,5,47.2,22.2,25.2 +0,2021-01-27 21:57:58.004559,1,4,2,3,2203.2,10.0,221.2,1.1,11.9,-5.4,5,47.2,22.1,25.3 +0,2021-01-27 21:58:25.376456,1,4,2,3,2198.8,9.9,222.1,1.2,11.9,-7.2,5,48.3,21.9,25.2 +0,2021-01-27 21:59:04.678412,1,4,2,3,2199.4,9.9,221.9,1.1,11.9,0.9,2,47.8,22.1,25.1 +0,2021-01-27 21:59:35.876298,1,4,2,3,2203.2,10.0,221.2,1.1,11.9,-0.4,2,47.2,22.2,25.1 +0,2021-01-27 22:00:07.074060,1,4,2,3,2203.2,9.9,223.4,1.2,11.9,-2.9,2,48.3,22.1,25.1 +0,2021-01-27 22:00:43.990542,1,4,2,3,2202.7,10.0,221.3,1.1,11.9,-2.7,2,47.8,22.1,27.3 +0,2021-01-27 22:01:17.414464,1,4,2,3,2202.4,9.9,221.5,1.1,11.9,-4.0,2,47.8,22.2,27.3 +0,2021-01-27 22:01:50.808030,1,4,2,3,2201.8,9.9,221.8,1.1,11.9,-3.4,2,47.8,22.1,27.3 +0,2021-01-27 22:02:24.239835,1,4,2,3,2201.9,9.9,221.9,1.1,11.9,-4.0,2,47.2,22.0,27.3 +0,2021-01-27 22:02:57.625597,1,4,2,3,2202.6,9.9,221.8,1.1,11.9,-3.6,2,47.8,22.1,27.2 +0,2021-01-27 22:03:23.737094,1,4,2,3,2203.1,9.9,222.7,1.2,11.9,-2.6,2,49.4,21.9,9.2 +0,2021-01-27 22:03:39.120376,1,4,2,3,2202.7,10.0,221.2,1.1,11.9,-3.2,2,48.3,21.8,9.2 +0,2021-01-27 22:03:54.466855,1,4,2,3,2202.3,9.9,222.0,1.1,11.9,-3.8,2,48.3,21.6,9.2 +0,2021-01-27 22:04:09.813937,1,4,2,3,1468.8,6.5,224.4,1.7,11.9,-3.3,2,48.3,21.6,9.2 +0,2021-01-27 22:04:25.215581,1,4,2,3,2202.0,10.0,220.8,1.1,11.9,-2.9,2,47.8,21.8,9.2 +0,2021-01-27 22:04:40.626256,1,4,2,3,2201.8,9.9,221.8,1.1,11.9,-2.2,2,47.8,22.1,9.3 +0,2021-01-27 22:05:07.411072,1,4,2,3,2203.3,10.0,221.3,1.1,11.9,-3.5,2,48.3,22.2,11.7 +0,2021-01-27 22:05:23.785491,1,4,2,3,2202.9,9.9,222.8,1.2,11.9,-3.7,2,49.4,22.3,10.2 +0,2021-01-27 22:06:05.391961,1,4,2,3,2202.2,9.9,221.7,1.1,11.9,-3.4,2,48.3,22.3,29.5 +0,2021-01-27 22:06:40.700206,1,4,2,3,2203.2,9.9,222.3,1.1,11.9,-2.4,2,47.8,22.3,29.2 +0,2021-01-27 22:07:16.502348,1,4,2,3,2201.8,9.9,222.4,1.2,11.9,-3.0,2,47.8,22.1,29.6 +0,2021-01-27 22:07:51.786091,1,4,2,3,1868.1,8.5,221.0,1.3,11.9,-369.0,2,48.3,21.8,29.1 +0,2021-01-27 22:08:09.764212,1,4,2,3,2252.0,10.2,220.1,1.1,12.2,-1.5,2,48.3,21.6,13.7 +0,2021-01-27 21:31:07.435092,1,4,2,3,2248.0,10.1,223.3,1.2,12.2,-14.6,2,49.4,21.9,13.8 +0,2021-01-27 21:31:27.228231,1,4,2,3,2246.7,10.1,223.1,1.2,12.1,-19.3,2,49.4,21.8,13.6 +0,2021-01-27 21:31:47.033180,1,4,2,3,2253.3,10.1,222.4,1.1,12.1,-10.8,2,47.8,21.9,13.7 +0,2021-01-27 21:32:06.789426,1,4,2,3,2245.0,10.1,221.2,1.1,12.1,-18.6,2,47.8,21.9,13.7 +0,2021-01-27 21:32:26.574846,1,4,2,3,2244.0,10.0,225.1,1.2,12.1,-26.1,2,47.8,21.8,13.7 +0,2021-01-27 21:32:46.423099,1,4,2,3,2250.5,10.2,219.8,1.1,12.1,-13.1,2,47.2,21.7,13.7 +0,2021-01-27 21:33:06.277639,1,4,2,3,2248.0,10.1,223.4,1.2,12.2,-13.6,2,47.8,21.6,13.7 +0,2021-01-27 21:33:26.108645,1,4,2,3,2243.5,10.2,219.2,1.1,12.2,-22.1,2,47.8,21.4,13.7 +0,2021-01-27 21:33:45.956837,1,4,2,3,2240.7,10.2,220.4,1.1,12.1,-13.8,2,48.3,21.5,13.7 +0,2021-01-27 21:34:05.767315,1,4,2,3,2249.3,9.9,226.7,1.2,12.1,-16.3,2,47.8,21.5,13.7 +0,2021-01-27 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16:42:05.044197,16,17,18,19,-131.99,5.59,-23.61,72.04,1,48.31,5.06 +0,2021-04-13 16:42:11.332788,16,18,20,22,-58.7,4.89,-12.01,-62.87,1,47.24,5.03 +0,2021-04-13 16:42:17.614911,16,19,22,25,-47.38,4.52,-10.49,16.77,1,48.31,5.01 +0,2021-04-13 16:42:23.863247,16,20,24,28,-50.92,5.43,-9.38,44.92,1,47.24,5.04 +0,2021-04-13 16:42:30.124250,16,21,26,31,-51.02,5.42,-9.41,-62.91,1,47.77,5.03 +0,2021-04-13 16:42:36.392191,17,18,19,20,-126.65,5.33,-23.77,-48.55,1,47.24,5.02 +0,2021-04-13 16:42:42.699470,17,19,21,23,-53.17,4.79,-11.1,-87.91,1,48.31,5.06 +0,2021-04-13 16:42:48.947164,17,20,23,26,-61.99,5.77,-10.75,72.49,1,47.24,5.04 +0,2021-04-13 16:42:55.220354,17,21,25,29,-55.13,5.69,-9.68,-20.49,1,46.7,5.03 +0,2021-04-13 16:43:01.459445,17,22,27,32,-53.09,5.76,-9.22,7.2,1,47.24,5.01 +0,2021-04-13 16:43:07.726644,18,19,20,21,-98.55,4.5,-21.92,7.75,1,47.24,5.03 +0,2021-04-13 16:43:14.002557,18,20,22,24,-68.98,5.23,-13.18,-54.92,1,47.24,5.11 +0,2021-04-13 16:43:20.285838,18,21,24,27,-54.87,5.14,-10.68,34.64,1,47.77,5.06 +0,2021-04-13 16:43:26.450384,18,22,26,30,-52.17,5.16,-10.11,-71.49,1,47.77,5.0 +0,2021-04-13 16:43:32.747872,19,20,21,22,-111.45,4.94,-22.54,18.96,1,47.24,5.04 +0,2021-04-13 16:43:38.977435,19,21,23,25,-71.64,4.84,-14.81,41.94,1,47.24,5.03 +0,2021-04-13 16:43:45.204713,19,22,25,28,-52.3,4.87,-10.73,12.01,1,47.77,5.01 +0,2021-04-13 16:43:51.461918,19,23,27,31,-44.57,4.7,-9.48,-37.04,1,47.24,5.07 +0,2021-04-13 16:43:57.757780,20,21,22,23,-154.96,6.14,-25.25,23.36,1,47.24,5.04 +0,2021-04-13 16:44:04.028472,20,22,24,26,-77.48,5.97,-12.98,67.87,1,47.77,5.05 +0,2021-04-13 16:44:10.293194,20,23,26,29,-58.88,5.61,-10.5,-56.93,1,47.24,5.03 +0,2021-04-13 16:44:16.564618,20,24,28,32,-56.04,5.76,-9.73,-0.4,1,47.24,5.07 +0,2021-04-13 16:44:22.856094,21,22,23,24,-157.82,6.15,-25.68,33.93,1,47.24,5.05 +0,2021-04-13 16:44:29.111951,21,23,25,27,-67.78,5.59,-12.12,5.67,1,47.77,5.04 +0,2021-04-13 16:44:35.387764,21,24,27,30,-56.91,5.66,-10.05,-44.81,1,47.24,5.03 +0,2021-04-13 16:44:41.649561,22,23,24,25,-124.25,5.87,-21.17,-56.51,1,47.24,5.01 +0,2021-04-13 16:44:47.931231,22,24,26,28,-75.46,5.76,-13.1,-25.63,1,47.24,5.02 +0,2021-04-13 16:44:54.137680,22,25,28,31,-58.15,5.63,-10.33,-44.44,1,47.77,5.0 +0,2021-04-13 16:45:00.429782,23,24,25,26,-119.38,5.58,-21.38,-6.41,1,47.24,5.06 +0,2021-04-13 16:45:06.629490,23,25,27,29,-68.13,5.31,-12.83,-27.09,1,47.24,4.94 +0,2021-04-13 16:45:12.939067,23,26,29,32,-59.19,5.49,-10.78,35.85,1,47.24,5.04 +0,2021-04-13 16:45:19.210580,24,25,26,27,-125.01,5.61,-22.28,-135.58,1,47.77,5.05 +0,2021-04-13 16:45:25.461677,24,26,28,30,-71.79,5.67,-12.67,-46.95,1,47.24,5.03 +0,2021-04-13 16:45:31.754990,25,26,27,28,-122.38,5.73,-21.37,11.0,1,47.77,5.06 +0,2021-04-13 16:45:38.006927,25,27,29,31,-65.78,4.83,-13.62,-11.17,1,47.24,5.03 +0,2021-04-13 16:45:44.269812,26,27,28,29,-117.65,4.94,-23.84,-44.64,1,47.24,5.03 +0,2021-04-13 16:45:50.542331,26,28,30,32,-72.64,5.28,-13.75,49.62,1,47.24,5.06 +0,2021-04-13 16:45:56.802663,27,28,29,30,-101.71,4.38,-23.2,-11.82,1,47.24,5.03 +0,2021-04-13 16:46:03.082127,28,29,30,31,-116.35,5.12,-22.72,11.09,1,47.24,5.03 +0,2021-04-13 16:46:09.381786,29,30,31,32,-129.14,4.98,-25.94,44.35,1,47.24,5.03 diff --git a/ohmpi_param.json b/ohmpi_param.json index 4c6b5efccf23c4c41b41260f5bcfcec180867f35..b4b02832c8f7c7dc0aca4662801a70dd1775d251 100644 --- a/ohmpi_param.json +++ b/ohmpi_param.json @@ -1,8 +1,8 @@ { - "nb_electrodes": 32, + "nb_electrodes": 64, "injection_duration": 0.5, "nbr_meas": 1, - "sequence_delay": 30, + "sequence_delay": 10, "stack": 1, - "export_path": "home/pi/Desktop/measurement.csv" -} \ No newline at end of file + "export_path": "/home/pi/ohmpi1_5/measurement.csv" +} diff --git a/test.py b/test.py new file mode 100644 index 0000000000000000000000000000000000000000..eb9a32900532a303c264fd31833b2dcea1b03512 --- /dev/null +++ b/test.py @@ -0,0 +1,40 @@ +import time , board, busio, numpy, os, sys, json, glob,os.path,adafruit_tca9548a +import adafruit_ads1x15.ads1115 as ADS +from adafruit_ads1x15.analog_in import AnalogIn +from pandas import DataFrame +from datetime import datetime +from adafruit_mcp230xx.mcp23008 import MCP23008 +from adafruit_mcp230xx.mcp23017 import MCP23017 +import digitalio +from digitalio import Direction +current_time = datetime.now() +print(current_time.strftime("%Y-%m-%d %H:%M:%S")) +""" +hardware parameters +""" +R_shunt = 0.2# reference resistance value in ohm +coef_p2 = 2.50# slope for current conversion for ADS.P2, measurement in V/V +coef_p3 = 2.50 # slope for current conversion for ADS.P3, measurement in V/V +offset_p2= 0 +offset_p3= 0 +integer=10 +meas=numpy.zeros((3,integer)) + +""" +import parameters +""" + +with open('ohmpi_param.json') as json_file: + pardict = json.load(json_file) + + +i2c = busio.I2C(board.SCL, board.SDA) #activation du protocle I2C +mcp = MCP23008(i2c, address=0x20) #connexion I2C MCP23008, injection de courant +ads_current = ADS.ADS1115(i2c, gain=16,data_rate=860, address=0X48)# connexion ADS1115, pour la mesure de courant +ads_voltage = ADS.ADS1115(i2c, gain=2/3,data_rate=860, address=0X49)# connexion ADS1115, pour la mesure de courant +#initialisation desvoie pour la polarité +pin0 = mcp.get_pin(0) +pin0.direction = Direction.OUTPUT +pin0.value = False +pin0.value = False +