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‎DataRecorder.py

+19-10
Original file line numberDiff line numberDiff line change
@@ -6,13 +6,17 @@
66
import matplotlib.pyplot as plt
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from collections import deque
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import matplotlib.animation as animation
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import thread
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import numpy as np
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from numpy import *
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import scipy
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from scipy import *
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from Tkinter import *
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import time,datetime
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from nn import init,classfiy1,classfiy2
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import requests
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import json
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class DataRecorder:
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def __init__(self,tty,serialSpeed,outputPath,upthreshold=5,downthreshold=5,isThresholdRelativeToMean=True,preLength=10,postLength=120,mode='threshold'):
@@ -27,8 +31,8 @@ def __init__(self,tty,serialSpeed,outputPath,upthreshold=5,downthreshold=5,isThr
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self.plotY=deque([0.0]*self.maxPlotLen)
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self.plotX=np.arange(0,self.maxPlotLen)
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self.figure=plt.figure()
30-
self.minY=290
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self.maxY=320
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self.minY=200
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self.maxY=300
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self.plt= plt.axes(xlim=(0, self.maxPlotLen), ylim=(self.minY,self.maxY))
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self.plt.grid(True)
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self.line,=self.plt.plot([],[],lw=2)
@@ -66,8 +70,8 @@ def __startReading(self):
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if self.isThresholdRelativeToMean==True and self.mean ==-1:
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tempArray=[]
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print('plz hold static while calculating the mean')
69-
for i in range(500):
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print_progress(iteration=i,total=499)
73+
for i in range(1000):
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print_progress(iteration=i,total=999)
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tempArray.append(self.__readIntFromSerial())
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self.mean=sum(tempArray)/float(len(tempArray))
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print ("the mean is "+str(self.mean))
@@ -95,7 +99,8 @@ def addCallBack(self, fn):
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def updatePlot(self, i):
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self.line.set_data(self.plotX,self.plotY)
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try:
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# self.plt.set_ylim([min(self.plotY)-5,max(self.plotY)+5])
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self.plt.set_ylim([min(self.plotY)-5,max(self.plotY)+5])
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99104
pass
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except Exception as e:
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raise
@@ -165,14 +170,17 @@ def registerFemgHandler(self, fn):
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self.__caputredSignalListner.append(fn)
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def examnLiveData(self,raw,ffemg):
168-
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pass
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print("we are trying to classfiy it !!!!!")
170-
print (classfiy1([ffemg]))
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result= (classfiy1([ffemg]))
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print result
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thread.start_new_thread(post,(result,))
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print (classfiy2([ffemg]))
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def showSaveMsg(self):
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root=Tk()
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self.root=Frame(root)
@@ -209,8 +217,9 @@ def cleanup(self):
209217

210218

211219

212-
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def post(result):
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requests.post('http://10.151.42.251:8000/api/pizza/da',json={"data":result.lower()})
222+
pass
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def print_progress(iteration, total, prefix='', suffix='', decimals=1, bar_length=100):
215224
"""
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Call in a loop to create terminal progress bar
@@ -241,7 +250,7 @@ def pr(i):
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try:
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pass
243252

244-
recorder=DataRecorder(tty='/dev/ttyACM0',serialSpeed=115200,outputPath="omar2/",isThresholdRelativeToMean=True,upthreshold=8,downthreshold=8,postLength=120,preLength=30)
253+
recorder=DataRecorder(tty='/dev/ttyACM0',serialSpeed=115200,outputPath="data_repo/raw/Enes_6_6_30_120/",isThresholdRelativeToMean=True,upthreshold=6,downthreshold=6,postLength=120,preLength=30)
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recorder.addCallBack(pr)
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recorder.registerFemgHandler(recorder.examnLiveData)
247256
recorder.addCallBack(recorder.thresholdCapture)

‎data_repo/raw/Enes_6_6_30_120/2016-12-09-16-15-16_UP.fq

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‎data_repo/raw/Enes_6_6_30_120/2016-12-09-16-15-16_UP.raw

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‎data_repo/raw/Enes_6_6_30_120/2016-12-09-16-15-20_DOWN.fq

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