The first step is configuring the notebook for access to the IBM Cloud OpenStack Swift based ObjectStore since we want to store the final result in a JSON file to make it accessible from other notebooks
In [ ]:
import org.apache.spark.sql.SparkSession
// @hidden_cell
// This function is used to setup the access of Spark to your Object Storage. The definition contains your credentials.
// You might want to remove those credentials before you share your notebook.
def setHadoopConfigd3bd5b94a9334de59a55a7fed2bedeaa(name: String) = {
// This function sets the Hadoop configuration so it is possible to
// access data from Bluemix Object Storage using Spark
val prefix = "fs.swift.service." + name
sc.hadoopConfiguration.set(prefix + ".auth.url", "https://identity.open.softlayer.com" + "/v3/auth/tokens")
sc.hadoopConfiguration.set(prefix + ".auth.endpoint.prefix","endpoints")
sc.hadoopConfiguration.set(prefix + ".tenant", "6aaf54352357483486ee2d4981f8ef15")
sc.hadoopConfiguration.set(prefix + ".username", "c0eebedc019f4413be3f3d656821b35f")
sc.hadoopConfiguration.set(prefix + ".password", "ji[T[l.(7D&gld*5")
sc.hadoopConfiguration.setInt(prefix + ".http.port", 8080)
sc.hadoopConfiguration.set(prefix + ".region", "dallas")
sc.hadoopConfiguration.setBoolean(prefix + ".public", false)
}
// you can choose any name
val name = "keystone"
setHadoopConfigd3bd5b94a9334de59a55a7fed2bedeaa(name)
val spark = SparkSession.
builder().
getOrCreate()
We download the zip file containing the data to the local stagin area
In [ ]:
import sys.process._
"wget http://www.femto-st.fr/f/d/Training_set.zip" !
In [1]:
import sys.process._
"df -h" !
Filesystem Size Used Avail Use% Mounted on
/dev/sda3 930G 322G 608G 35% /
devtmpfs 189G 0 189G 0% /dev
tmpfs 189G 1.3G 188G 1% /dev/shm
tmpfs 189G 2.0G 187G 2% /run
tmpfs 189G 0 189G 0% /sys/fs/cgroup
/dev/sdg1 3.7T 33M 3.7T 1% /disk6
/dev/sdj1 3.7T 33M 3.7T 1% /disk9
/dev/sdc1 3.7T 33M 3.7T 1% /disk2
/dev/sdb1 3.7T 9.2G 3.7T 1% /disk1
/dev/sdf1 3.7T 33M 3.7T 1% /disk5
/dev/sdi1 3.7T 33M 3.7T 1% /disk8
/dev/sde1 3.7T 33M 3.7T 1% /disk4
/dev/sdd1 3.7T 33M 3.7T 1% /disk3
/dev/sdh1 3.7T 33M 3.7T 1% /disk7
/dev/sda1 253M 177M 77M 70% /boot
tmpfs 38G 0 38G 0% /run/user/0
/dev/fs01 246T 187T 59T 77% /gpfs/global_fs01
In [14]:
"unzip ./Training_set.zip" !
Archive: ./Training_set.zip
creating: Learning_set/
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inflating: Learning_set/Bearing3_2/acc_01352.csv
inflating: Learning_set/Bearing3_2/acc_01353.csv
inflating: Learning_set/Bearing3_2/acc_01354.csv
inflating: Learning_set/Bearing3_2/acc_01355.csv
inflating: Learning_set/Bearing3_2/acc_01356.csv
inflating: Learning_set/Bearing3_2/acc_01357.csv
inflating: Learning_set/Bearing3_2/acc_01358.csv
inflating: Learning_set/Bearing3_2/acc_01359.csv
inflating: Learning_set/Bearing3_2/acc_01360.csv
inflating: Learning_set/Bearing3_2/acc_01361.csv
inflating: Learning_set/Bearing3_2/acc_01362.csv
inflating: Learning_set/Bearing3_2/acc_01363.csv
inflating: Learning_set/Bearing3_2/acc_01364.csv
inflating: Learning_set/Bearing3_2/acc_01365.csv
inflating: Learning_set/Bearing3_2/acc_01366.csv
inflating: Learning_set/Bearing3_2/acc_01367.csv
inflating: Learning_set/Bearing3_2/acc_01368.csv
inflating: Learning_set/Bearing3_2/acc_01369.csv
inflating: Learning_set/Bearing3_2/acc_01370.csv
inflating: Learning_set/Bearing3_2/acc_01371.csv
inflating: Learning_set/Bearing3_2/acc_01372.csv
inflating: Learning_set/Bearing3_2/acc_01373.csv
inflating: Learning_set/Bearing3_2/acc_01374.csv
inflating: Learning_set/Bearing3_2/acc_01375.csv
inflating: Learning_set/Bearing3_2/acc_01376.csv
inflating: Learning_set/Bearing3_2/acc_01377.csv
inflating: Learning_set/Bearing3_2/acc_01378.csv
inflating: Learning_set/Bearing3_2/acc_01379.csv
inflating: Learning_set/Bearing3_2/acc_01380.csv
inflating: Learning_set/Bearing3_2/acc_01381.csv
inflating: Learning_set/Bearing3_2/acc_01382.csv
inflating: Learning_set/Bearing3_2/acc_01383.csv
inflating: Learning_set/Bearing3_2/acc_01384.csv
inflating: Learning_set/Bearing3_2/acc_01385.csv
inflating: Learning_set/Bearing3_2/acc_01386.csv
inflating: Learning_set/Bearing3_2/acc_01387.csv
inflating: Learning_set/Bearing3_2/acc_01388.csv
inflating: Learning_set/Bearing3_2/acc_01389.csv
inflating: Learning_set/Bearing3_2/acc_01390.csv
inflating: Learning_set/Bearing3_2/acc_01391.csv
inflating: Learning_set/Bearing3_2/acc_01392.csv
inflating: Learning_set/Bearing3_2/acc_01393.csv
inflating: Learning_set/Bearing3_2/acc_01394.csv
inflating: Learning_set/Bearing3_2/acc_01395.csv
inflating: Learning_set/Bearing3_2/acc_01396.csv
inflating: Learning_set/Bearing3_2/acc_01397.csv
inflating: Learning_set/Bearing3_2/acc_01398.csv
inflating: Learning_set/Bearing3_2/acc_01399.csv
inflating: Learning_set/Bearing3_2/acc_01400.csv
inflating: Learning_set/Bearing3_2/acc_01401.csv
inflating: Learning_set/Bearing3_2/acc_01402.csv
inflating: Learning_set/Bearing3_2/acc_01403.csv
inflating: Learning_set/Bearing3_2/acc_01404.csv
inflating: Learning_set/Bearing3_2/acc_01405.csv
inflating: Learning_set/Bearing3_2/acc_01406.csv
inflating: Learning_set/Bearing3_2/acc_01407.csv
inflating: Learning_set/Bearing3_2/acc_01408.csv
inflating: Learning_set/Bearing3_2/acc_01409.csv
inflating: Learning_set/Bearing3_2/acc_01410.csv
inflating: Learning_set/Bearing3_2/acc_01411.csv
inflating: Learning_set/Bearing3_2/acc_01412.csv
inflating: Learning_set/Bearing3_2/acc_01413.csv
inflating: Learning_set/Bearing3_2/acc_01414.csv
inflating: Learning_set/Bearing3_2/acc_01415.csv
inflating: Learning_set/Bearing3_2/acc_01416.csv
inflating: Learning_set/Bearing3_2/acc_01417.csv
inflating: Learning_set/Bearing3_2/acc_01418.csv
inflating: Learning_set/Bearing3_2/acc_01419.csv
inflating: Learning_set/Bearing3_2/acc_01420.csv
inflating: Learning_set/Bearing3_2/acc_01421.csv
inflating: Learning_set/Bearing3_2/acc_01422.csv
inflating: Learning_set/Bearing3_2/acc_01423.csv
inflating: Learning_set/Bearing3_2/acc_01424.csv
inflating: Learning_set/Bearing3_2/acc_01425.csv
inflating: Learning_set/Bearing3_2/acc_01426.csv
inflating: Learning_set/Bearing3_2/acc_01427.csv
inflating: Learning_set/Bearing3_2/acc_01428.csv
inflating: Learning_set/Bearing3_2/acc_01429.csv
inflating: Learning_set/Bearing3_2/acc_01430.csv
inflating: Learning_set/Bearing3_2/acc_01431.csv
inflating: Learning_set/Bearing3_2/acc_01432.csv
inflating: Learning_set/Bearing3_2/acc_01433.csv
inflating: Learning_set/Bearing3_2/acc_01434.csv
inflating: Learning_set/Bearing3_2/acc_01435.csv
inflating: Learning_set/Bearing3_2/acc_01436.csv
inflating: Learning_set/Bearing3_2/acc_01437.csv
inflating: Learning_set/Bearing3_2/acc_01438.csv
inflating: Learning_set/Bearing3_2/acc_01439.csv
inflating: Learning_set/Bearing3_2/acc_01440.csv
inflating: Learning_set/Bearing3_2/acc_01441.csv
inflating: Learning_set/Bearing3_2/acc_01442.csv
inflating: Learning_set/Bearing3_2/acc_01443.csv
inflating: Learning_set/Bearing3_2/acc_01444.csv
inflating: Learning_set/Bearing3_2/acc_01445.csv
inflating: Learning_set/Bearing3_2/acc_01446.csv
inflating: Learning_set/Bearing3_2/acc_01447.csv
inflating: Learning_set/Bearing3_2/acc_01448.csv
inflating: Learning_set/Bearing3_2/acc_01449.csv
inflating: Learning_set/Bearing3_2/acc_01450.csv
inflating: Learning_set/Bearing3_2/acc_01451.csv
inflating: Learning_set/Bearing3_2/acc_01452.csv
inflating: Learning_set/Bearing3_2/acc_01453.csv
inflating: Learning_set/Bearing3_2/acc_01454.csv
inflating: Learning_set/Bearing3_2/acc_01455.csv
inflating: Learning_set/Bearing3_2/acc_01456.csv
inflating: Learning_set/Bearing3_2/acc_01457.csv
inflating: Learning_set/Bearing3_2/acc_01458.csv
inflating: Learning_set/Bearing3_2/acc_01459.csv
inflating: Learning_set/Bearing3_2/acc_01460.csv
inflating: Learning_set/Bearing3_2/acc_01461.csv
inflating: Learning_set/Bearing3_2/acc_01462.csv
inflating: Learning_set/Bearing3_2/acc_01463.csv
inflating: Learning_set/Bearing3_2/acc_01464.csv
inflating: Learning_set/Bearing3_2/acc_01465.csv
inflating: Learning_set/Bearing3_2/acc_01466.csv
inflating: Learning_set/Bearing3_2/acc_01467.csv
inflating: Learning_set/Bearing3_2/acc_01468.csv
inflating: Learning_set/Bearing3_2/acc_01469.csv
inflating: Learning_set/Bearing3_2/acc_01470.csv
inflating: Learning_set/Bearing3_2/acc_01471.csv
inflating: Learning_set/Bearing3_2/acc_01472.csv
inflating: Learning_set/Bearing3_2/acc_01473.csv
inflating: Learning_set/Bearing3_2/acc_01474.csv
inflating: Learning_set/Bearing3_2/acc_01475.csv
inflating: Learning_set/Bearing3_2/acc_01476.csv
inflating: Learning_set/Bearing3_2/acc_01477.csv
inflating: Learning_set/Bearing3_2/acc_01478.csv
inflating: Learning_set/Bearing3_2/acc_01479.csv
inflating: Learning_set/Bearing3_2/acc_01480.csv
inflating: Learning_set/Bearing3_2/acc_01481.csv
inflating: Learning_set/Bearing3_2/acc_01482.csv
inflating: Learning_set/Bearing3_2/acc_01483.csv
inflating: Learning_set/Bearing3_2/acc_01484.csv
inflating: Learning_set/Bearing3_2/acc_01485.csv
inflating: Learning_set/Bearing3_2/acc_01486.csv
inflating: Learning_set/Bearing3_2/acc_01487.csv
inflating: Learning_set/Bearing3_2/acc_01488.csv
inflating: Learning_set/Bearing3_2/acc_01489.csv
inflating: Learning_set/Bearing3_2/acc_01490.csv
inflating: Learning_set/Bearing3_2/acc_01491.csv
inflating: Learning_set/Bearing3_2/acc_01492.csv
inflating: Learning_set/Bearing3_2/acc_01493.csv
inflating: Learning_set/Bearing3_2/acc_01494.csv
inflating: Learning_set/Bearing3_2/acc_01495.csv
inflating: Learning_set/Bearing3_2/acc_01496.csv
inflating: Learning_set/Bearing3_2/acc_01497.csv
inflating: Learning_set/Bearing3_2/acc_01498.csv
inflating: Learning_set/Bearing3_2/acc_01499.csv
inflating: Learning_set/Bearing3_2/acc_01500.csv
inflating: Learning_set/Bearing3_2/acc_01501.csv
inflating: Learning_set/Bearing3_2/acc_01502.csv
inflating: Learning_set/Bearing3_2/acc_01503.csv
inflating: Learning_set/Bearing3_2/acc_01504.csv
inflating: Learning_set/Bearing3_2/acc_01505.csv
inflating: Learning_set/Bearing3_2/acc_01506.csv
inflating: Learning_set/Bearing3_2/acc_01507.csv
inflating: Learning_set/Bearing3_2/acc_01508.csv
inflating: Learning_set/Bearing3_2/acc_01509.csv
inflating: Learning_set/Bearing3_2/acc_01510.csv
inflating: Learning_set/Bearing3_2/acc_01511.csv
inflating: Learning_set/Bearing3_2/acc_01512.csv
inflating: Learning_set/Bearing3_2/acc_01513.csv
inflating: Learning_set/Bearing3_2/acc_01514.csv
inflating: Learning_set/Bearing3_2/acc_01515.csv
inflating: Learning_set/Bearing3_2/acc_01516.csv
inflating: Learning_set/Bearing3_2/acc_01517.csv
inflating: Learning_set/Bearing3_2/acc_01518.csv
inflating: Learning_set/Bearing3_2/acc_01519.csv
inflating: Learning_set/Bearing3_2/acc_01520.csv
inflating: Learning_set/Bearing3_2/acc_01521.csv
inflating: Learning_set/Bearing3_2/acc_01522.csv
inflating: Learning_set/Bearing3_2/acc_01523.csv
inflating: Learning_set/Bearing3_2/acc_01524.csv
inflating: Learning_set/Bearing3_2/acc_01525.csv
inflating: Learning_set/Bearing3_2/acc_01526.csv
inflating: Learning_set/Bearing3_2/acc_01527.csv
inflating: Learning_set/Bearing3_2/acc_01528.csv
inflating: Learning_set/Bearing3_2/acc_01529.csv
inflating: Learning_set/Bearing3_2/acc_01530.csv
inflating: Learning_set/Bearing3_2/acc_01531.csv
inflating: Learning_set/Bearing3_2/acc_01532.csv
inflating: Learning_set/Bearing3_2/acc_01533.csv
inflating: Learning_set/Bearing3_2/acc_01534.csv
inflating: Learning_set/Bearing3_2/acc_01535.csv
inflating: Learning_set/Bearing3_2/acc_01536.csv
inflating: Learning_set/Bearing3_2/acc_01537.csv
inflating: Learning_set/Bearing3_2/acc_01538.csv
inflating: Learning_set/Bearing3_2/acc_01539.csv
inflating: Learning_set/Bearing3_2/acc_01540.csv
inflating: Learning_set/Bearing3_2/acc_01541.csv
inflating: Learning_set/Bearing3_2/acc_01542.csv
inflating: Learning_set/Bearing3_2/acc_01543.csv
inflating: Learning_set/Bearing3_2/acc_01544.csv
inflating: Learning_set/Bearing3_2/acc_01545.csv
inflating: Learning_set/Bearing3_2/acc_01546.csv
inflating: Learning_set/Bearing3_2/acc_01547.csv
inflating: Learning_set/Bearing3_2/acc_01548.csv
inflating: Learning_set/Bearing3_2/acc_01549.csv
inflating: Learning_set/Bearing3_2/acc_01550.csv
inflating: Learning_set/Bearing3_2/acc_01551.csv
inflating: Learning_set/Bearing3_2/acc_01552.csv
inflating: Learning_set/Bearing3_2/acc_01553.csv
inflating: Learning_set/Bearing3_2/acc_01554.csv
inflating: Learning_set/Bearing3_2/acc_01555.csv
inflating: Learning_set/Bearing3_2/acc_01556.csv
inflating: Learning_set/Bearing3_2/acc_01557.csv
inflating: Learning_set/Bearing3_2/acc_01558.csv
inflating: Learning_set/Bearing3_2/acc_01559.csv
inflating: Learning_set/Bearing3_2/acc_01560.csv
inflating: Learning_set/Bearing3_2/acc_01561.csv
inflating: Learning_set/Bearing3_2/acc_01562.csv
inflating: Learning_set/Bearing3_2/acc_01563.csv
inflating: Learning_set/Bearing3_2/acc_01564.csv
inflating: Learning_set/Bearing3_2/acc_01565.csv
inflating: Learning_set/Bearing3_2/acc_01566.csv
inflating: Learning_set/Bearing3_2/acc_01567.csv
inflating: Learning_set/Bearing3_2/acc_01568.csv
inflating: Learning_set/Bearing3_2/acc_01569.csv
inflating: Learning_set/Bearing3_2/acc_01570.csv
inflating: Learning_set/Bearing3_2/acc_01571.csv
inflating: Learning_set/Bearing3_2/acc_01572.csv
inflating: Learning_set/Bearing3_2/acc_01573.csv
inflating: Learning_set/Bearing3_2/acc_01574.csv
inflating: Learning_set/Bearing3_2/acc_01575.csv
inflating: Learning_set/Bearing3_2/acc_01576.csv
inflating: Learning_set/Bearing3_2/acc_01577.csv
inflating: Learning_set/Bearing3_2/acc_01578.csv
inflating: Learning_set/Bearing3_2/acc_01579.csv
inflating: Learning_set/Bearing3_2/acc_01580.csv
inflating: Learning_set/Bearing3_2/acc_01581.csv
inflating: Learning_set/Bearing3_2/acc_01582.csv
inflating: Learning_set/Bearing3_2/acc_01583.csv
inflating: Learning_set/Bearing3_2/acc_01584.csv
inflating: Learning_set/Bearing3_2/acc_01585.csv
inflating: Learning_set/Bearing3_2/acc_01586.csv
inflating: Learning_set/Bearing3_2/acc_01587.csv
inflating: Learning_set/Bearing3_2/acc_01588.csv
inflating: Learning_set/Bearing3_2/acc_01589.csv
inflating: Learning_set/Bearing3_2/acc_01590.csv
inflating: Learning_set/Bearing3_2/acc_01591.csv
inflating: Learning_set/Bearing3_2/acc_01592.csv
inflating: Learning_set/Bearing3_2/acc_01593.csv
inflating: Learning_set/Bearing3_2/acc_01594.csv
inflating: Learning_set/Bearing3_2/acc_01595.csv
inflating: Learning_set/Bearing3_2/acc_01596.csv
inflating: Learning_set/Bearing3_2/acc_01597.csv
inflating: Learning_set/Bearing3_2/acc_01598.csv
inflating: Learning_set/Bearing3_2/acc_01599.csv
inflating: Learning_set/Bearing3_2/acc_01600.csv
inflating: Learning_set/Bearing3_2/acc_01601.csv
inflating: Learning_set/Bearing3_2/acc_01602.csv
inflating: Learning_set/Bearing3_2/acc_01603.csv
inflating: Learning_set/Bearing3_2/acc_01604.csv
inflating: Learning_set/Bearing3_2/acc_01605.csv
inflating: Learning_set/Bearing3_2/acc_01606.csv
inflating: Learning_set/Bearing3_2/acc_01607.csv
inflating: Learning_set/Bearing3_2/acc_01608.csv
inflating: Learning_set/Bearing3_2/acc_01609.csv
inflating: Learning_set/Bearing3_2/acc_01610.csv
inflating: Learning_set/Bearing3_2/acc_01611.csv
inflating: Learning_set/Bearing3_2/acc_01612.csv
inflating: Learning_set/Bearing3_2/acc_01613.csv
inflating: Learning_set/Bearing3_2/acc_01614.csv
inflating: Learning_set/Bearing3_2/acc_01615.csv
inflating: Learning_set/Bearing3_2/acc_01616.csv
inflating: Learning_set/Bearing3_2/acc_01617.csv
inflating: Learning_set/Bearing3_2/acc_01618.csv
inflating: Learning_set/Bearing3_2/acc_01619.csv
inflating: Learning_set/Bearing3_2/acc_01620.csv
inflating: Learning_set/Bearing3_2/acc_01621.csv
inflating: Learning_set/Bearing3_2/acc_01622.csv
inflating: Learning_set/Bearing3_2/acc_01623.csv
inflating: Learning_set/Bearing3_2/acc_01624.csv
inflating: Learning_set/Bearing3_2/acc_01625.csv
inflating: Learning_set/Bearing3_2/acc_01626.csv
inflating: Learning_set/Bearing3_2/acc_01627.csv
inflating: Learning_set/Bearing3_2/acc_01628.csv
inflating: Learning_set/Bearing3_2/acc_01629.csv
inflating: Learning_set/Bearing3_2/acc_01630.csv
inflating: Learning_set/Bearing3_2/acc_01631.csv
inflating: Learning_set/Bearing3_2/acc_01632.csv
inflating: Learning_set/Bearing3_2/acc_01633.csv
inflating: Learning_set/Bearing3_2/acc_01634.csv
inflating: Learning_set/Bearing3_2/acc_01635.csv
inflating: Learning_set/Bearing3_2/acc_01636.csv
inflating: Learning_set/Bearing3_2/acc_01637.csv
In [2]:
val bearing1_1_acc = spark.read.option("inferSchema","true").csv("./Learning_set/Bearing1_1/acc*")
In [16]:
bearing1_1_acc.printSchema
root
|-- _c0: integer (nullable = true)
|-- _c1: integer (nullable = true)
|-- _c2: integer (nullable = true)
|-- _c3: decimal(5,-1) (nullable = true)
|-- _c4: double (nullable = true)
|-- _c5: double (nullable = true)
In [17]:
bearing1_1_acc.show
+---+---+---+---------+------+------+
|_c0|_c1|_c2| _c3| _c4| _c5|
+---+---+---+---------+------+------+
| 9| 38| 46|8.6566E+5|-1.626|-0.086|
| 9| 38| 46|8.6570E+5|-1.538|-0.299|
| 9| 38| 46|8.6574E+5|-0.969|-0.025|
| 9| 38| 46|8.6578E+5|-0.577| 0.008|
| 9| 38| 46|8.6582E+5| 0.143|-0.087|
| 9| 38| 46|8.6586E+5| 0.129|-0.611|
| 9| 38| 46|8.6590E+5| 0.636|-0.496|
| 9| 38| 46|8.6594E+5|-0.129| 0.588|
| 9| 38| 46|8.6598E+5|-0.323| 0.369|
| 9| 38| 46|8.6602E+5|-0.812| 0.019|
| 9| 38| 46|8.6605E+5| -0.8| 0.642|
| 9| 38| 46|8.6609E+5|-0.845|-0.047|
| 9| 38| 46|8.6613E+5|-0.723| 0.117|
| 9| 38| 46|8.6617E+5|-0.527| 0.237|
| 9| 38| 46|8.6621E+5|-0.224| 0.334|
| 9| 38| 46|8.6625E+5| 0.23|-0.472|
| 9| 38| 46|8.6629E+5|-0.121|-0.551|
| 9| 38| 46|8.6633E+5|-0.258| -0.11|
| 9| 38| 46|8.6637E+5|-0.892| 0.039|
| 9| 38| 46|8.6641E+5|-0.948|-0.067|
+---+---+---+---------+------+------+
only showing top 20 rows
In [ ]:
val hadoopConf = new org.apache.hadoop.conf.Configuration()
val hdfs = org.apache.hadoop.fs.FileSystem.get(new java.net.URI("swift://coursera." + name), hadoopConf)
hdfs.delete(new org.apache.hadoop.fs.Path("swift://coursera." + name + "/bearing1_1_acc.json"), true)
In [ ]:
bearing1_1_acc.printSchema
In [18]:
bearing1_1_acc.createOrReplaceTempView("bearing1_1_acc")
val bearing1_1_acc_transformed = spark.sql("""
SELECT concat(_c0,_c1,_c2) as cluster,
(cast(timestamp(concat('1970-01-01 ',_c0,':',_c1,':',_c2,'.123')) as long) *1000000)+_c3 as ts,
_c4 as hacc,
_c5 as vacc
from bearing1_1_acc
""")
In [19]:
bearing1_1_acc_transformed.select("cluster").distinct().show
+-------+
|cluster|
+-------+
| 12529|
| 132159|
| 131949|
| 95519|
| 151859|
| 111919|
| 142039|
| 102539|
| 121849|
| 14369|
| 15269|
| 1159|
| 101149|
| 16549|
| 15539|
| 142759|
| 131739|
| 105519|
| 161929|
| 103819|
+-------+
only showing top 20 rows
In [20]:
bearing1_1_acc_transformed.write.json("swift://coursera." + name + "/bearing1_1_acc_transformed_youtube.json")
In [ ]:
val bearing1_1_temp = spark.read.option("inferSchema","true").csv("./Learning_set/Bearing1_1/temp*")
In [ ]:
val hadoopConf = new org.apache.hadoop.conf.Configuration()
val hdfs = org.apache.hadoop.fs.FileSystem.get(new java.net.URI("swift://coursera." + name), hadoopConf)
hdfs.delete(new org.apache.hadoop.fs.Path("swift://coursera." + name + "/bearing1_1_temp.json"), true)
In [ ]:
bearing1_1_temp.write.json("swift://coursera." + name + "/bearing1_1_temp.json")
In [ ]:
"df -H" !
In [ ]:
In [ ]:
In [ ]:
dfData2.write.parquet("swift://coursera." + name + "/sample-data.parquet")
In [ ]:
"pwd" !
In [ ]:
"uname -a" !
In [ ]:
Content source: romeokienzler/uhack
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