This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
For the UCI Data | |
cqlsh> CREATE KEYSPACE Remote_Monitoring_UCI WITH replication = {'class': 'SimpleStrategy', 'replication_factor' : 2}; | |
cqlsh> use Remote_Monitoring_UCI ; | |
CREATE TABLE optional_subject_109 ( | |
time_stamp text PRIMARY KEY, activity_ID text, heart_rate text, | |
IMU_hand_temperature text, | |
IMU_hand_accl_16g_1 text, IMU_hand_accl_16g_2 text, IMU_hand_accl_16g_3 text, | |
IMU_hand_accl_6g_1 text , IMU_hand_accl_6g_2 text , IMU_hand_accl_6g_3 text, |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
kaustavsaha@Kaustavs-MacBook-Pro ~ % | |
kaustavsaha@Kaustavs-MacBook-Pro ~ % pip install pyramid-arima | |
Collecting pyramid-arima | |
Using cached https://files.pythonhosted.org/packages/67/a5/7067ba4029e0caae394f2212aaa4308861330d4bd2ca083f8613737ba2ba/pyramid-arima-0.8.1.tar.gz | |
Requirement already satisfied: Cython>=0.23 in /usr/local/lib/python3.7/site-packages (from pyramid-arima) (0.29.15) | |
Requirement already satisfied: numpy>=1.10 in /usr/local/lib/python3.7/site-packages (from pyramid-arima) (1.18.1) | |
Requirement already satisfied: scipy>=0.9 in /usr/local/lib/python3.7/site-packages (from pyramid-arima) (1.4.1) | |
Requirement already satisfied: scikit-learn>=0.17 in /usr/local/lib/python3.7/site-packages (from pyramid-arima) (0.22.1) | |
Requirement already satisfied: pandas>=0.19 in /usr/local/lib/python3.7/site-packages (from pyramid-arima) (1.0.1) | |
Requirement already satisfied: statsmodels>=0.9.0 in /usr/local/lib/python3.7/site-packages (from pyramid-arima) (0.11.1) |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
[centos@ip-10-0-0-11 ~]$ | |
[centos@ip-10-0-0-11 ~]$ python -c 'import pkg_resources;n=pkg_resources.get_distribution("nupic");b=pkg_resources.get_distribution("nupic.bindings");print n.project_name, n.version;print b.project_name, b.version' | |
nupic 0.5.7 | |
nupic.bindings 0.4.13 | |
[centos@ip-10-0-0-11 ~]$ | |
https://discourse.numenta.org/t/how-to-check-what-version-of-nupic-is-installed/1045 |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
[centos@ip-10-0-0-11 usr]$ find -name "nupic" -print | |
./lib/python2.7/site-packages/nupic | |
./lib64/python2.7/site-packages/nupic |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
https://www.jetbrains.com/pycharm/download/#section=windows | |
Community Download | |
Do not import settings | |
Keymap Scheme : Eclipse | |
IDE Theme : IntelliJ | |
Create new project |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
17/03/30 20:55:38 ERROR JobScheduler: Error running job streaming job 1490905450000 ms.0 | |
org.apache.spark.SparkException: An exception was raised by Python: | |
Traceback (most recent call last): | |
File "/home/centos/spark-2.0.2-bin-hadoop2.7/python/lib/pyspark.zip/pyspark/streaming/util.py", line 65, in call | |
r = self.func(t, *rdds) | |
File "/home/centos/spark-2.0.2-bin-hadoop2.7/python/lib/pyspark.zip/pyspark/streaming/dstream.py", line 159, in <lambd | |
a> | |
func = lambda t, rdd: old_func(rdd) | |
File "/home/centos/release1_5/ihealthdata/consumer/kaustav_ihealth_anomaly_detection.py", line 1235, in <lambda> | |
self.clean.foreachRDD(lambda rdd: self.empty_rdd() if rdd.count() == 0 else self.process_rdd(rdd)) |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
MODEL_PARAMS = \ | |
{ 'aggregationInfo': { 'days': 0, | |
'fields': [], | |
'hours': 0, | |
'microseconds': 0, | |
'milliseconds': 0, | |
'minutes': 0, | |
'months': 0, | |
'seconds': 0, | |
'weeks': 0, |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Importing model params from model_params.heart_beat_model_params | |
Connected! | |
Processing record = 0 ... | |
Traceback (most recent call last): | |
File "./run.py", line 215, in <module> | |
runModel() | |
File "./run.py", line 210, in runModel | |
runIoThroughNupic(model) | |
File "./run.py", line 150, in runIoThroughNupic | |
"heartbeat": heartbeat |
We can't make this file beautiful and searchable because it's too large.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
2016-11-28 00:24:40.529,139,0,24.875,-7.12789,6.17922,0.181889,-7.11752,6.24527,0.274283,0.295609,0.639278,1.07341,34.8407,-27.1816,-32.6782,0.348372,-0.648166,0.206114,0.645008,32,2.13175,9.40628,-3.31838,2.13377,9.34543,-2.89201,0.440743,-0.348574,0.341198,10.7758,-31.9836,33.666,0.499629,-0.718336,-0.375219,-0.305901,31.3125,8.81372,3.57853,-2.8284,6.64808,5.7409,-3.82489,0.932368,-0.269509,-0.456748,-46.1014,-20.5801,11.8833,0.482755,-0.567856,0.643669,-0.328577 | |
2016-11-28 00:24:40.629,139,0,24.875,-7.02708,6.09944,-0.162718,-7.04404,6.31996,-0.0279713,0.273202,0.670052,1.05155,35.2116,-27.4491,-32.0212,0.350709,-0.65005,0.208887,0.640941,32,1.83683,9.29661,-2.97488,2.01226,9.31575,-3.0576,0.238608,-0.286719,0.342594,10.0079,-31.8258,33.2367,0.498378,-0.72058,-0.37287,-0.305537,31.3125,11.0833,0.375515,1.71223,9.56186,11.0896,-7.78449,-0.247399,-0.0978458,0.833164,-45.4666,19.0838,3.66791,0.507424,-0.186061,0.71779,-0.439703 | |
2016-11-28 00:24:40.728,139,0,24.875,-7.06327,6.13801,-0.124903,-7.01579,6.28937, |
We can't make this file beautiful and searchable because it's too large.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
timestamp,heartbeat,V3,V4,V5,V6,V7,V8,V9,V10,V11,V12,V13,V14,V15,V16,V17,V18,V19,V20,V21,V22,V23,V24,V25,V26,V27,V28,V29,V30,V31,V32,V33,V34,V35,V36,V37,V38,V39,V40,V41,V42,V43,V44,V45,V46,V47,V48,V49,V50,V51,V52,V53,V54 | |
datetime,int,int,float,float,float,float,float,float,float,float,float,float,float,float,float,float,float,float,float,float,float,float,float,float,float,float,float,float,float,float,float,float,float,float,float,float,float,float,float,float,float,float,float,float,float,float,float,float,float,float,float,float,float | |
T,,C,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, | |
2016-11-24 19:59:40.099,141,0,24.75,-9.98278,2.61759,2.46038,-10.2341,2.69055,2.45977,0.0429727,-0.042494,0.0261664,51.6354,3.95346,-11.2478,0.64893,-0.503093,-0.354745,0.447151,31.875,-0.268179,9.90328,-3.36347,-0.36191,9.84957,-3.20796,-0.0852794,0.0122102,-0.0184075,16.0398,-30.1135,32.846,0.512364,-0.741783,-0.360678,-0.239067,31.1875,10.7309,2.48629,-1.34938,10.6778,1.72467,-1.26455,0.714237,-0.235885,-0.341782,-44. |
NewerOlder