/// <summary>
/// Main method which is to be the starting point
/// </summary>
/// <param name="args"></param>
public static void Main(string[] args)
{
LoggerServiceFactory.SetLoggerService(Log4NetLoggerService.Instance);
logger = LoggerServiceFactory.GetLogger(typeof(WordCountExample));
try
{
string studioHome = Directory.GetParent("..\\..\\..\\..\\..\\..\\..\\..\\..\\").ToString();
string sparkHome = studioHome + @"\BigDataSDK\SDK\Spark\bin";
string appConfigFile = System.IO.Path.Combine(Directory.GetParent("..\\..\\").ToString(), "App.config");
cSharpRunner = new CSharpRunner(sparkHome, appConfigFile);
cSharpRunner.UpdateConfigFile(configFile);
// Starting CSharpRunner is essential to execute a C# Spark samples
StartCSharpRunner();
if (cSharpRunner.IsCSharpRunnerStarted)
{
logger.LogInfo("CSharpRunner Started.................");
WordCount();
DisplayEndInfo();
sparkContext.Stop();
cSharpRunner.process.Kill();
}
else
{
DisplayEndInfo();
}
}
catch (Exception ex)
{
logger.LogError(ex.Message);
}
}
public static void Main(string[] args)
{
LoggerServiceFactory.SetLoggerService(Log4NetLoggerService.Instance); //this is optional - DefaultLoggerService will be used if not set
Logger = LoggerServiceFactory.GetLogger(typeof(PiExample));
var sparkContext = new SparkContext(new SparkConf());
try
{
const int slices = 3;
var numberOfItems = (int)Math.Min(100000L * slices, int.MaxValue);
var values = new List <int>(numberOfItems);
for (var i = 0; i <= numberOfItems; i++)
{
values.Add(i);
}
var rdd = sparkContext.Parallelize(values, slices);
CalculatePiUsingAnonymousMethod(numberOfItems, rdd);
CalculatePiUsingSerializedClassApproach(numberOfItems, rdd);
Logger.LogInfo("Completed calculating the value of Pi");
}
catch (Exception ex)
{
Logger.LogError("Error calculating Pi");
Logger.LogException(ex);
}
sparkContext.Stop();
}
static void Main(string[] args)
{
LoggerServiceFactory.SetLoggerService(Log4NetLoggerService.Instance); //this is optional - DefaultLoggerService will be used if not set
Logger = LoggerServiceFactory.GetLogger(typeof(SparkCLRSamples));
Configuration = CommandlineArgumentProcessor.ProcessArugments(args);
PrintLogLocation();
bool status = true;
if (Configuration.IsDryrun)
{
status = SamplesRunner.RunSamples();
}
else
{
SparkContext = CreateSparkContext();
SparkContext.SetCheckpointDir(Path.GetTempPath());
status = SamplesRunner.RunSamples();
PrintLogLocation();
ConsoleWriteLine("Completed running samples. Calling SparkContext.Stop() to tear down ...");
//following comment is necessary due to known issue in Spark. See https://issues.apache.org/jira/browse/SPARK-8333
ConsoleWriteLine("If this program (SparkCLRSamples.exe) does not terminate in 10 seconds, please manually terminate java process launched by this program!!!");
//TODO - add instructions to terminate java process
SparkContext.Stop();
}
if (Configuration.IsValidationEnabled && !status)
{
Environment.Exit(1);
}
}
static void Main(string[] args)
{
LoggerServiceFactory.SetLoggerService(Log4NetLoggerService.Instance); //this is optional - DefaultLoggerService will be used if not set
Logger = LoggerServiceFactory.GetLogger(typeof(SparkCLRSamples));
Configuration = CommandlineArgumentProcessor.ProcessArugments(args);
PrintLogLocation();
bool status = true;
if (Configuration.IsDryrun)
{
status = SamplesRunner.RunSamples();
}
else
{
SparkContext = CreateSparkContext();
SparkContext.SetCheckpointDir(Path.GetTempPath());
status = SamplesRunner.RunSamples();
PrintLogLocation();
ConsoleWriteLine("Completed running samples. Calling SparkContext.Stop() to tear down ...");
//following comment is necessary due to known issue in Spark. See https://issues.apache.org/jira/browse/SPARK-8333
ConsoleWriteLine("If this program (SparkCLRSamples.exe) does not terminate in 10 seconds, please manually terminate java process launched by this program!!!");
//TODO - add instructions to terminate java process
SparkContext.Stop();
}
if (Configuration.IsValidationEnabled && !status)
{
Environment.Exit(1);
}
}
public static void Main(string[] args)
{
LoggerServiceFactory.SetLoggerService(Log4NetLoggerService.Instance); //this is optional - DefaultLoggerService will be used if not set
Logger = LoggerServiceFactory.GetLogger(typeof(PiExample));
var sparkContext = new SparkContext(new SparkConf());
try
{
const int slices = 3;
var numberOfItems = (int)Math.Min(100000L * slices, int.MaxValue);
var values = new List<int>(numberOfItems);
for (var i = 0; i <= numberOfItems; i++)
{
values.Add(i);
}
var rdd = sparkContext.Parallelize(values, slices);
CalculatePiUsingAnonymousMethod(numberOfItems, rdd);
CalculatePiUsingSerializedClassApproach(numberOfItems, rdd);
Logger.LogInfo("Completed calculating the value of Pi");
}
catch (Exception ex)
{
Logger.LogError("Error calculating Pi");
Logger.LogException(ex);
}
sparkContext.Stop();
}
static void Main(string[] args)
{
LoggerServiceFactory.SetLoggerService(Log4NetLoggerService.Instance); //this is optional - DefaultLoggerService will be used if not set
var logger = LoggerServiceFactory.GetLogger(typeof(SparkXmlExample));
var inputXmlFilePath = args[0];
var outputXmlFilePath = args[1];
var sparkConf = new SparkConf();
sparkConf.SetAppName("myapp");
var sparkContext = new SparkContext(sparkConf);
var sqlContext = new SqlContext(sparkContext);
var df = sqlContext.Read()
.Format("com.databricks.spark.xml")
.Option("rowTag", "book")
.Load(inputXmlFilePath); //"D:\temp\books.xml", "file:/D:/temp/books.xml" or "hdfs://temp/books.xml"
df.ShowSchema();
var rowCount = df.Count();
logger.LogInfo("Row count is " + rowCount);
var selectedData = df.Select("author", "@id");
selectedData.Write()
.Format("com.databricks.spark.xml")
.Option("rootTag", "books")
.Option("rowTag", "book")
.Save(outputXmlFilePath); //"D:\temp\booksUpdated.xml", "file:/D:/temp/booksUpdated.xml" or "hdfs://temp/booksUpdated.xml"
sparkContext.Stop();
}
static void Main(string[] args)
{
LoggerServiceFactory.SetLoggerService(Log4NetLoggerService.Instance); //this is optional - DefaultLoggerService will be used if not set
var logger = LoggerServiceFactory.GetLogger(typeof(SparkXmlExample));
var inputXmlFilePath = args[0];
var outputXmlFilePath = args[1];
var sparkConf = new SparkConf();
sparkConf.SetAppName("myapp");
var sparkContext = new SparkContext(sparkConf);
var sqlContext = new SqlContext(sparkContext);
var df = sqlContext.Read()
.Format("com.databricks.spark.xml")
.Option("rowTag", "book")
.Load(inputXmlFilePath); //"D:\temp\books.xml", "file:/D:/temp/books.xml" or "hdfs://temp/books.xml"
df.ShowSchema();
var rowCount = df.Count();
logger.LogInfo("Row count is " + rowCount);
var selectedData = df.Select("author", "@id");
selectedData.Write()
.Format("com.databricks.spark.xml")
.Option("rootTag", "books")
.Option("rowTag", "book")
.Save(outputXmlFilePath); //"D:\temp\booksUpdated.xml", "file:/D:/temp/booksUpdated.xml" or "hdfs://temp/booksUpdated.xml"
sparkContext.Stop();
}
public void TestSparkContextStop()
{
var sparkContext = new SparkContext(null);
Assert.IsNotNull((sparkContext.SparkContextProxy as MockSparkContextProxy).mockSparkContextReference);
sparkContext.Stop();
Assert.IsNull((sparkContext.SparkContextProxy as MockSparkContextProxy).mockSparkContextReference);
}
public void TestSparkContextProxy()
{
var sparkContext = new SparkContext("masterUrl", "appName");
sparkContext.AddFile(null);
sparkContext.BinaryFiles(null, null);
sparkContext.CancelAllJobs();
sparkContext.CancelJobGroup(null);
sparkContext.EmptyRDD <string>();
sparkContext.GetLocalProperty(null);
sparkContext.HadoopFile(null, null, null, null);
sparkContext.HadoopRDD(null, null, null);
sparkContext.NewAPIHadoopFile(null, null, null, null);
sparkContext.NewAPIHadoopRDD(null, null, null);
sparkContext.Parallelize <int>(new int[] { 1, 2, 3, 4, 5 });
sparkContext.SequenceFile(null, null, null, null, null, null);
sparkContext.SetCheckpointDir(null);
sparkContext.SetJobGroup(null, null);
sparkContext.SetLocalProperty(null, null);
sparkContext.SetLogLevel(null);
sparkContext.TextFile(null);
sparkContext.WholeTextFiles(null);
sparkContext.Stop();
sparkContext.Union <string>(null);
}
public static int Main(string[] args)
{
LoggerServiceFactory.SetLoggerService(Log4NetLoggerService.Instance); //this is optional - DefaultLoggerService will be used if not set
Logger = LoggerServiceFactory.GetLogger(typeof(WordCountExample));
if (args.Length != 1)
{
Console.Error.WriteLine("Usage: WordCount <file>");
return(1);
}
var sparkContext = new SparkContext(new SparkConf().SetAppName("MobiusWordCount"));
try
{
var lines = sparkContext.TextFile(args[0]);
var counts = lines
.FlatMap(x => x.Split(' '))
.Map(w => new KeyValuePair <string, int>(w, 1))
.ReduceByKey((x, y) => x + y);
foreach (var wordcount in counts.Collect())
{
Console.WriteLine("{0}: {1}", wordcount.Key, wordcount.Value);
}
}
catch (Exception ex)
{
Logger.LogError("Error performing Word Count");
Logger.LogException(ex);
}
sparkContext.Stop();
return(0);
}
public static int Main(string[] args)
{
LoggerServiceFactory.SetLoggerService(Log4NetLoggerService.Instance); //this is optional - DefaultLoggerService will be used if not set
Logger = LoggerServiceFactory.GetLogger(typeof(WordCountExample));
if (args.Length != 1)
{
Console.Error.WriteLine("Usage: WordCount <file>");
return 1;
}
var sparkContext = new SparkContext(new SparkConf().SetAppName("MobiusWordCount"));
try
{
var lines = sparkContext.TextFile(args[0]);
var counts = lines
.FlatMap(x => x.Split(' '))
.Map(w => new KeyValuePair<string, int>(w, 1))
.ReduceByKey((x, y) => x + y);
foreach (var wordcount in counts.Collect())
{
Console.WriteLine("{0}: {1}", wordcount.Key, wordcount.Value);
}
}
catch (Exception ex)
{
Logger.LogError("Error performing Word Count");
Logger.LogException(ex);
}
sparkContext.Stop();
return 0;
}
public void TestSparkContextStop()
{
var sparkContext = new SparkContext(null);
Assert.IsNotNull((sparkContext.SparkContextProxy as MockSparkContextProxy).mockSparkContextReference);
sparkContext.Stop();
Assert.IsNull((sparkContext.SparkContextProxy as MockSparkContextProxy).mockSparkContextReference);
}
static void Main(string[] args)
{
LoggerServiceFactory.SetLoggerService(Log4NetLoggerService.Instance); //this is optional - DefaultLoggerService will be used if not set
Logger = LoggerServiceFactory.GetLogger(typeof(SparkCLRSamples));
ProcessArugments(args);
SparkContext = CreateSparkContext();
SparkContext.SetCheckpointDir(Path.GetTempPath());
RunSamples();
SparkContext.Stop();
}
static void Main(string[] args)
{
SparkContext = CreateSparkContext();
using (WebApp.Start<Startup>("http://localhost:9000/"))
{
Console.ReadLine();
}
SparkContext.Stop();
}
public void TestAccumuatorSuccess()
{
var sc = new SparkContext(null);
Accumulator <int> accumulator = sc.Accumulator <int>(0);
// get accumulator server port and connect to accumuator server
int serverPort = (sc.SparkContextProxy as MockSparkContextProxy).AccumulatorServerPort;
var sock = new Socket(AddressFamily.InterNetwork, SocketType.Stream, ProtocolType.Tcp);
sock.Connect(IPAddress.Loopback, serverPort);
using (var s = new NetworkStream(sock))
{
// write numUpdates
int numUpdates = 1;
SerDe.Write(s, numUpdates);
// write update
int key = 0;
int value = 100;
KeyValuePair <int, dynamic> update = new KeyValuePair <int, dynamic>(key, value);
var ms = new MemoryStream();
var formatter = new BinaryFormatter();
formatter.Serialize(ms, update);
byte[] sendBuffer = ms.ToArray();
SerDe.Write(s, sendBuffer.Length);
SerDe.Write(s, sendBuffer);
s.Flush();
byte[] receiveBuffer = new byte[1];
s.Read(receiveBuffer, 0, 1);
Assert.AreEqual(accumulator.Value, value);
// try to let service side to close gracefully
sc.Stop();
try
{
numUpdates = 0;
SerDe.Write(s, numUpdates);
}
catch
{
// do nothing here
}
}
sock.Close();
}
static void Main(string[] args)
{
Console.WriteLine("sizeof(int) = " + sizeof(int) + ", sizeof(long) = " + sizeof(long)
+ ", Is64BitOperatingSystem = " + Environment.Is64BitOperatingSystem + ", Is64BitProcess = " + Environment.Is64BitProcess
+ ", OSVersion = " + Environment.OSVersion + ", MachineName = " + Environment.MachineName);
var exe = Path.GetFileName(System.Reflection.Assembly.GetExecutingAssembly().CodeBase);
if (args.Length < 1 || args[0] == "-h" || args[0] == "--help")
{
Console.WriteLine("Usage : {0} input-arguments", exe);
Console.WriteLine("Example-1: {0} any-thing that you-want-to-write=input", exe);
var mapCurrentDir = new Dictionary <PlatformID, string> {
{ PlatformID.Win32NT, "%CD%" }, { PlatformID.Win32S, "%CD%" }, { PlatformID.Win32Windows, "%CD%" }, { PlatformID.WinCE, "%CD%" },
{ PlatformID.Unix, "$PWD" }
};
var currentDirectory = string.Empty;
if (mapCurrentDir.TryGetValue(Environment.OSVersion.Platform, out currentDirectory))
{
Console.WriteLine(@"Example-2: {0} {1} arg2@*#:,+.-\/~ Pi* d:\tmp {2}", exe, currentDirectory, "\"jdbc:mysql://localhost:3306/lzdb?user=guest&password=abc123\"");
}
return;
}
var idx = 0;
Log("args.Length = " + args.Length + Environment.NewLine
+ string.Join(Environment.NewLine, args.Select(arg => { idx++; return("args[" + idx + "] = " + arg); }))
);
var singleValueRDD = new List <KeyValuePair <string, int> >(
args.Select(arg => new KeyValuePair <string, int>(arg, 1))
);
idx = 0;
singleValueRDD.ForEach(kv => Log(string.Format("src-pair[{0}] : {1} = {2}", idx++, kv.Key, kv.Value)));
var sparkContext = new SparkContext(new SparkConf());
var rdd = sparkContext.Parallelize(singleValueRDD);
Log(string.Format("Main() rdd = {0}", rdd));
var reduced = rdd.ReduceByKey((v1, v2) => v1 + v2);
Log("reduced.count = " + reduced.Count());
sparkContext.Stop();
}
public void TestAccumuatorSuccess()
{
var sc = new SparkContext(null);
Accumulator<int> accumulator = sc.Accumulator<int>(0);
// get accumulator server port and connect to accumuator server
int serverPort = (sc.SparkContextProxy as MockSparkContextProxy).AccumulatorServerPort;
var sock = new Socket(AddressFamily.InterNetwork, SocketType.Stream, ProtocolType.Tcp);
sock.Connect(IPAddress.Loopback, serverPort);
using (var s = new NetworkStream(sock))
{
// write numUpdates
int numUpdates = 1;
SerDe.Write(s, numUpdates);
// write update
int key = 0;
int value = 100;
KeyValuePair<int, dynamic> update = new KeyValuePair<int, dynamic>(key, value);
var ms = new MemoryStream();
var formatter = new BinaryFormatter();
formatter.Serialize(ms, update);
byte[] sendBuffer = ms.ToArray();
SerDe.Write(s, sendBuffer.Length);
SerDe.Write(s, sendBuffer);
s.Flush();
byte[] receiveBuffer = new byte[1];
s.Read(receiveBuffer, 0, 1);
Assert.AreEqual(accumulator.Value, value);
// try to let service side to close gracefully
sc.Stop();
try
{
numUpdates = 0;
SerDe.Write(s, numUpdates);
}
catch
{
// do nothing here
}
}
sock.Close();
}
static void StartOneTest(string pathPattern, int times, int totalTimes)
{
var beginTime = DateTime.Now;
Logger.LogInfo($"Begin test[{times}]-{totalTimes} , will read : {pathPattern} . {GetCurrentProcessInfo()}");
var sc = new SparkContext(new SparkConf());
var mappingRDD = sc.TextFile(pathPattern).Map <string>(line => line).Cache();
Logger.LogInfo("RDD count = {0}", mappingRDD.Count());
mappingRDD.Unpersist();
var endTime = DateTime.Now;
Logger.LogInfo($"End test[{times}]-{totalTimes} of {typeof(TxtStreamTest)}, used time = {(endTime - beginTime).TotalSeconds} s = {endTime - beginTime} . read = {pathPattern} ; {GetCurrentProcessInfo()}");
sc.Stop();
}
public void TestCleanUp()
{
sc.Stop();
try
{
using (var s = new NetworkStream(sock))
{
int numUpdates = 0;
SerDe.Write(s, numUpdates);
}
sock.Close();
}
catch
{
// do nothing here
}
}
static void Main(string[] args)
{
LoggerServiceFactory.SetLoggerService(Log4NetLoggerService.Instance); //this is optional - DefaultLoggerService will be used if not set
Logger = LoggerServiceFactory.GetLogger(typeof(SparkCLRSamples));
ProcessArugments(args);
if (Configuration.IsDryrun)
{
RunSamples();
}
else
{
SparkContext = CreateSparkContext();
SparkContext.SetCheckpointDir(Path.GetTempPath());
RunSamples();
SparkContext.Stop();
}
System.Console.ReadLine();
}
public void TestCleanUp()
{
sc.Stop();
try
{
using (var s = sock.GetStream())
{
int numUpdates = 0;
SerDe.Write(s, numUpdates);
}
}
catch
{
// do nothing here
}
finally
{
sock.Close();
}
}
static void Main(string[] args)
{
LoggerServiceFactory.SetLoggerService(Log4NetLoggerService.Instance); //this is optional - DefaultLoggerService will be used if not set
var logger = LoggerServiceFactory.GetLogger(typeof(JdbcDataFrameExample));
//For SQL Server use the connection string formats below
//"jdbc:sqlserver://localhost:1433;databaseName=Temp;integratedSecurity=true;" or
//"jdbc:sqlserver://localhost;databaseName=Temp;user=MyUserName;password=myPassword;"
var connectionString = args[0];
var tableName = args[1];
var sparkConf = new SparkConf();
var sparkContext = new SparkContext(sparkConf);
var sqlContext = new SqlContext(sparkContext);
var df = sqlContext
.Read()
.Jdbc(connectionString, tableName, new Dictionary<string, string>());
df.ShowSchema();
var rowCount = df.Count();
logger.LogInfo("Row count is " + rowCount);
sparkContext.Stop();
}
static void Main(string[] args)
{
LoggerServiceFactory.SetLoggerService(Log4NetLoggerService.Instance); //this is optional - DefaultLoggerService will be used if not set
Logger = LoggerServiceFactory.GetLogger(typeof(SparkCLRSamples));
ProcessArugments(args);
PrintLogLocation();
if (Configuration.IsDryrun)
{
RunSamples();
}
else
{
SparkContext = CreateSparkContext();
SparkContext.SetCheckpointDir(Path.GetTempPath());
RunSamples();
PrintLogLocation();
ConsoleWriteLine("Main", "Completed RunSamples. Calling SparkContext.Stop() to tear down ...");
ConsoleWriteLine("Main", "If the program does not terminate in 10 seconds, please manually terminate java process !!!");
SparkContext.Stop();
}
}
static void Main(string[] args)
{
LoggerServiceFactory.SetLoggerService(Log4NetLoggerService.Instance); //this is optional - DefaultLoggerService will be used if not set
Logger = LoggerServiceFactory.GetLogger(typeof(SparkCLRSamples));
ProcessArugments(args);
PrintLogLocation();
if (Configuration.IsDryrun)
{
RunSamples();
}
else
{
SparkContext = CreateSparkContext();
SparkContext.SetCheckpointDir(Path.GetTempPath());
RunSamples();
PrintLogLocation();
ConsoleWriteLine("Main", "Completed RunSamples. Calling SparkContext.Stop() to tear down ...");
ConsoleWriteLine("Main", "If the program does not terminate in 10 seconds, please manually terminate java process !!!");
SparkContext.Stop();
}
}
private static void Main(string[] args)
{
var success = true;
SparkContext = CreateSparkContext();
SparkContext.SetCheckpointDir(Path.GetTempPath());
var stopWatch = Stopwatch.StartNew();
var clockStart = stopWatch.Elapsed;
try
{
Logger.Info("----- Running Pi example -----");
Pi();
var duration = stopWatch.Elapsed - clockStart;
Logger.InfoFormat("----- Successfully finished running Pi example (duration={0}) -----", duration);
}
catch (Exception ex)
{
success = false;
var duration = stopWatch.Elapsed - clockStart;
Logger.InfoFormat("----- Error running Pi example (duration={0}) -----{1}{2}", duration, Environment.NewLine, ex);
}
Logger.Info("Completed running examples. Calling SparkContext.Stop() to tear down ...");
// following comment is necessary due to known issue in Spark. See https://issues.apache.org/jira/browse/SPARK-8333
Logger.Info("If this program (SparkCLRExamples.exe) does not terminate in 10 seconds, please manually terminate java process launched by this program!!!");
SparkContext.Stop();
if (!success)
{
Environment.Exit(1);
}
}
private static void Main(string[] args)
{
var success = true;
SparkContext = CreateSparkContext();
SparkContext.SetCheckpointDir(Path.GetTempPath());
var stopWatch = Stopwatch.StartNew();
var clockStart = stopWatch.Elapsed;
try
{
Logger.Info("----- Running Pi example -----");
Pi();
var duration = stopWatch.Elapsed - clockStart;
Logger.InfoFormat("----- Successfully finished running Pi example (duration={0}) -----", duration);
}
catch (Exception ex)
{
success = false;
var duration = stopWatch.Elapsed - clockStart;
Logger.InfoFormat("----- Error running Pi example (duration={0}) -----{1}{2}", duration, Environment.NewLine, ex);
}
Logger.Info("Completed running examples. Calling SparkContext.Stop() to tear down ...");
// following comment is necessary due to known issue in Spark. See https://issues.apache.org/jira/browse/SPARK-8333
Logger.Info("If this program (SparkCLRExamples.exe) does not terminate in 10 seconds, please manually terminate java process launched by this program!!!");
SparkContext.Stop();
if (!success)
{
Environment.Exit(1);
}
}
static void Main(string[] args)
{
LoggerServiceFactory.SetLoggerService(Log4NetLoggerService.Instance); //this is optional - DefaultLoggerService will be used if not set
var logger = LoggerServiceFactory.GetLogger(typeof(JdbcDataFrameExample));
//For SQL Server use the connection string formats below
//"jdbc:sqlserver://localhost:1433;databaseName=Temp;integratedSecurity=true;" or
//"jdbc:sqlserver://localhost;databaseName=Temp;user=MyUserName;password=myPassword;"
var connectionString = args[0];
var tableName = args[1];
var sparkConf = new SparkConf();
var sparkContext = new SparkContext(sparkConf);
var sqlContext = new SqlContext(sparkContext);
var df = sqlContext
.Read()
.Jdbc(connectionString, tableName, new Dictionary <string, string>());
df.ShowSchema();
var rowCount = df.Count();
logger.LogInfo("Row count is " + rowCount);
sparkContext.Stop();
}
public void TestSparkContextProxy()
{
var sparkContext = new SparkContext("masterUrl", "appName");
sparkContext.AddFile(null);
sparkContext.BinaryFiles(null, null);
sparkContext.CancelAllJobs();
sparkContext.CancelJobGroup(null);
sparkContext.EmptyRDD<string>();
sparkContext.GetLocalProperty(null);
sparkContext.HadoopFile(null, null, null, null);
sparkContext.HadoopRDD(null, null, null);
sparkContext.NewAPIHadoopFile(null, null, null, null);
sparkContext.NewAPIHadoopRDD(null, null, null);
sparkContext.Parallelize<int>(new int[] { 1, 2, 3, 4, 5 });
sparkContext.SequenceFile(null, null, null, null, null, null);
sparkContext.SetCheckpointDir(null);
sparkContext.SetJobGroup(null, null);
sparkContext.SetLocalProperty(null, null);
sparkContext.SetLogLevel(null);
sparkContext.TextFile(null);
sparkContext.WholeTextFiles(null);
sparkContext.Stop();
sparkContext.Union<string>(null);
}
private static void StopSparkContext()
{
SparkContext.Stop();
}
