testData.py

from RWaveAnalysis import RWaveAnalysis
from operator import attrgetter
import collections
import datetime
import isodate

sampleData = [
{
    "time": 0 ,
    "amplitude": 4.995
  },
{
    "time": 0.003 ,
    "amplitude": 4.995
  },
{
    "time": 0.006 ,
    "amplitude": 4.995
  },
{
    "time": 0.008 ,
    "amplitude": 4.995
  },
{
    "time": 0.011 ,
    "amplitude": 4.995
  },
{
    "time": 0.014 ,
    "amplitude": 4.995
  },
{
    "time": 0.017 ,
    "amplitude": 4.995
  },
{
    "time": 0.019 ,
    "amplitude": 4.995
  },
{
    "time": 0.022 ,
    "amplitude": 4.985
  },
{
    "time": 0.025 ,
    "amplitude": 4.995
  },
{
    "time": 0.028 ,
    "amplitude": 4.995
  },
{
    "time": 0.031 ,
    "amplitude": 5
  },
{
    "time": 0.033 ,
    "amplitude": 5.025
  },
{
    "time": 0.036 ,
    "amplitude": 5.035
  },
{
    "time": 0.039 ,
    "amplitude": 5.015
  },
{
    "time": 0.042 ,
    "amplitude": 4.95
  },
{
    "time": 0.044 ,
    "amplitude": 4.895
  },
{
    "time": 0.047 ,
    "amplitude": 4.865
  },
{
    "time": 0.05 ,
    "amplitude": 4.84
  },
{
    "time": 0.053 ,
    "amplitude": 4.825
  },
{
    "time": 0.056 ,
    "amplitude": 4.78
  },
{
    "time": 0.058 ,
    "amplitude": 4.725
  },
{
    "time": 0.061 ,
    "amplitude": 4.71
  },
{
    "time": 0.064 ,
    "amplitude": 4.715
  },
{
    "time": 0.067 ,
    "amplitude": 4.74
  },
{
    "time": 0.069 ,
    "amplitude": 4.75
  },
{
    "time": 0.072 ,
    "amplitude": 4.73
  },
{
    "time": 0.075 ,
    "amplitude": 4.71
  },
{
    "time": 0.078 ,
    "amplitude": 4.695
  },
{
    "time": 0.081 ,
    "amplitude": 4.7
  },
{
    "time": 0.083 ,
    "amplitude": 4.715
  },
{
    "time": 0.086 ,
    "amplitude": 4.75
  },
{
    "time": 0.089 ,
    "amplitude": 4.745
  },
{
    "time": 0.092 ,
    "amplitude": 4.73
  },
{
    "time": 0.094 ,
    "amplitude": 4.71
  },
{
    "time": 0.097 ,
    "amplitude": 4.715
  },
{
    "time": 0.1 ,
    "amplitude": 4.725
  },
{
    "time": 0.103 ,
    "amplitude": 4.745
  },
{
    "time": 0.106 ,
    "amplitude": 4.73
  },
{
    "time": 0.108 ,
    "amplitude": 4.725
  },
{
    "time": 0.111 ,
    "amplitude": 4.725
  },
{
    "time": 0.114 ,
    "amplitude": 4.725
  },
{
    "time": 0.117 ,
    "amplitude": 4.735
  },
{
    "time": 0.119 ,
    "amplitude": 4.74
  },
{
    "time": 0.122 ,
    "amplitude": 4.735
  },
{
    "time": 0.125 ,
    "amplitude": 4.72
  },
{
    "time": 0.128 ,
    "amplitude": 4.715
  },
{
    "time": 0.131 ,
    "amplitude": 4.715
  },
{
    "time": 0.133 ,
    "amplitude": 4.715
  },
{
    "time": 0.136 ,
    "amplitude": 4.705
  },
{
    "time": 0.139 ,
    "amplitude": 4.685
  },
{
    "time": 0.142 ,
    "amplitude": 4.695
  },
{
    "time": 0.144 ,
    "amplitude": 4.695
  },
{
    "time": 0.147 ,
    "amplitude": 4.73
  },
{
    "time": 0.15 ,
    "amplitude": 4.745
  },
{
    "time": 0.153 ,
    "amplitude": 4.755
  },
{
    "time": 0.156 ,
    "amplitude": 4.75
  },
{
    "time": 0.158 ,
    "amplitude": 4.755
  },
{
    "time": 0.161 ,
    "amplitude": 4.74
  },
{
    "time": 0.164 ,
    "amplitude": 4.715
  },
{
    "time": 0.167 ,
    "amplitude": 4.715
  },
{
    "time": 0.169 ,
    "amplitude": 4.73
  },
{
    "time": 0.172 ,
    "amplitude": 4.755
  },
{
    "time": 0.175 ,
    "amplitude": 4.79
  },
{
    "time": 0.178 ,
    "amplitude": 4.8
  },
{
    "time": 0.181 ,
    "amplitude": 4.825
  },
{
    "time": 0.183 ,
    "amplitude": 4.85
  },
{
    "time": 0.186 ,
    "amplitude": 4.84
  },
{
    "time": 0.189 ,
    "amplitude": 4.78
  },
{
    "time": 0.192 ,
    "amplitude": 4.68
  },
{
    "time": 0.194 ,
    "amplitude": 4.61
  },
{
    "time": 0.197 ,
    "amplitude": 4.6
  },
{
    "time": 0.2 ,
    "amplitude": 4.61
  },
{
    "time": 0.203 ,
    "amplitude": 4.61
  },
{
    "time": 0.206 ,
    "amplitude": 4.585
  },
{
    "time": 0.208 ,
    "amplitude": 4.58
  },
{
    "time": 0.211 ,
    "amplitude": 4.535
  },
{
    "time": 0.214 ,
    "amplitude": 4.495
  },
{
    "time": 0.217 ,
    "amplitude": 4.48
  },
{
    "time": 0.219 ,
    "amplitude": 4.47
  },
{
    "time": 0.222 ,
    "amplitude": 4.435
  },
{
    "time": 0.225 ,
    "amplitude": 4.39
  },
{
    "time": 0.228 ,
    "amplitude": 4.34
  },
{
    "time": 0.231 ,
    "amplitude": 4.285
  },
{
    "time": 0.233 ,
    "amplitude": 4.235
  },
{
    "time": 0.236 ,
    "amplitude": 4.205
  },
{
    "time": 0.239 ,
    "amplitude": 4.18
  },
{
    "time": 0.242 ,
    "amplitude": 4.145
  },
{
    "time": 0.244 ,
    "amplitude": 4.14
  },
{
    "time": 0.247 ,
    "amplitude": 4.18
  },
{
    "time": 0.25 ,
    "amplitude": 4.205
  },
{
    "time": 0.253 ,
    "amplitude": 4.225
  },
{
    "time": 0.256 ,
    "amplitude": 4.23
  },
{
    "time": 0.258 ,
    "amplitude": 4.29
  },
{
    "time": 0.261 ,
    "amplitude": 4.36
  },
{
    "time": 0.264 ,
    "amplitude": 4.42
  },
{
    "time": 0.267 ,
    "amplitude": 4.495
  },
{
    "time": 0.269 ,
    "amplitude": 4.54
  },
{
    "time": 0.272 ,
    "amplitude": 4.575
  },
{
    "time": 0.275 ,
    "amplitude": 4.615
  },
{
    "time": 0.278 ,
    "amplitude": 4.635
  },
{
    "time": 0.281 ,
    "amplitude": 4.675
  },
{
    "time": 0.283 ,
    "amplitude": 4.725
  },
{
    "time": 0.286 ,
    "amplitude": 4.75
  },
{
    "time": 0.289 ,
    "amplitude": 4.75
  },
{
    "time": 0.292 ,
    "amplitude": 4.76
  },
{
    "time": 0.294 ,
    "amplitude": 4.76
  },
{
    "time": 0.297 ,
    "amplitude": 4.765
  },
{
    "time": 0.3 ,
    "amplitude": 4.795
  },
{
    "time": 0.303 ,
    "amplitude": 4.805
  },
{
    "time": 0.306 ,
    "amplitude": 4.8
  },
{
    "time": 0.308 ,
    "amplitude": 4.775
  },
{
    "time": 0.311 ,
    "amplitude": 4.775
  },
{
    "time": 0.314 ,
    "amplitude": 4.79
  },
{
    "time": 0.317 ,
    "amplitude": 4.82
  },
{
    "time": 0.319 ,
    "amplitude": 4.835
  },
{
    "time": 0.322 ,
    "amplitude": 4.82
  },
{
    "time": 0.325 ,
    "amplitude": 4.83
  },
{
    "time": 0.328 ,
    "amplitude": 4.825
  },
{
    "time": 0.331 ,
    "amplitude": 4.82
  },
{
    "time": 0.333 ,
    "amplitude": 4.83
  },
{
    "time": 0.336 ,
    "amplitude": 4.84
  },
{
    "time": 0.339 ,
    "amplitude": 4.835
  },
{
    "time": 0.342 ,
    "amplitude": 4.8
  },
{
    "time": 0.344 ,
    "amplitude": 4.8
  },
{
    "time": 0.347 ,
    "amplitude": 4.81
  },
{
    "time": 0.35 ,
    "amplitude": 4.825
  },
{
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    "amplitude": 4.835
  },
{
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    "amplitude": 4.845
  },
{
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    "amplitude": 4.835
  },
{
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    "amplitude": 4.83
  },
{
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    "amplitude": 4.825
  },
{
    "time": 0.367 ,
    "amplitude": 4.835
  },
{
    "time": 0.369 ,
    "amplitude": 4.835
  },
{
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    "amplitude": 4.83
  },
{
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    "amplitude": 4.835
  },
{
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    "amplitude": 4.845
  },
{
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    "amplitude": 4.84
  },
{
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    "amplitude": 4.85
  },
{
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    "amplitude": 4.86
  },
{
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    "amplitude": 4.85
  },
{
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    "amplitude": 4.85
  },
{
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    "amplitude": 4.845
  },
{
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    "amplitude": 4.86
  },
{
    "time": 0.4 ,
    "amplitude": 4.88
  },
{
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    "amplitude": 4.895
  },
{
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  },
{
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    "amplitude": 4.855
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{
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{
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    "amplitude": 4.845
  },
{
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  },
{
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    "amplitude": 4.9
  },
{
    "time": 0.422 ,
    "amplitude": 4.9
  },
{
    "time": 0.425 ,
    "amplitude": 4.895
  },
{
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    "amplitude": 4.88
  },
{
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{
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{
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{
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  },
{
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{
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  },
{
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  },
{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
    "time": 14.983 ,
    "amplitude": 5.015
  },
{
    "time": 14.986 ,
    "amplitude": 4.995
  },
{
    "time": 14.989 ,
    "amplitude": 5
  },
{
    "time": 14.992 ,
    "amplitude": 4.985
  },
{
    "time": 14.994 ,
    "amplitude": 4.995
  },
{
    "time": 14.997 ,
    "amplitude": 5.015
  }
]

# Create Analyzer
rWaveNotch = 4.9 # amplitude
thresholdForFeatureCount = 14 # number of features in buffer that indicate abnormality
timeSpan = .3 # seconds in between r-wave peaks that would indicate abnormality 
bufferLength = 60 # number of records in to check for features
RWaveAnalyzer = RWaveAnalysis(rWaveNotch, thresholdForFeatureCount, timeSpan, bufferLength)


def main():
  index = 0
  while index < len(sampleData):
    RWaveAnalyzer.analyze(sampleData[index])
    index+=1
main()