Hello all,
My requirement is to re-read the csv file from a file path at certain time
intervals and process the csv data. The csv file gets updated at regular
intervals.
Below is my code:
StreamExecutionEnvironment see =
StreamExecutionEnvironment.getExecutionEnvironment();
*DataStream<String> dataStream = getCsvDataStream(see);*
DataStream<Stock> edits = see.addSource(new FetchStock("path/to/csv"));
In FetchStock.java
public class FetchStock extends RichSourceFunction<Stock> {
public FetchStock(String csvPath) {
this.csvPath = csvPath;
}
}
I am trying to adapt code from *WikipediaAnalysis, *but getting the below
not serializable exception on adding source:
*Exception in thread "main"
org.apache.flink.api.common.InvalidProgramException: Object
wikiedits.FetchStock@d7b1517 not serializable*
at
org.apache.flink.api.java.ClosureCleaner.ensureSerializable(ClosureCleaner.java:99)
at org.apache.flink.api.java.ClosureCleaner.clean(ClosureCleaner.java:61)
at
org.apache.flink.streaming.api.environment.StreamExecutionEnvironment.clean(StreamExecutionEnvironment.java:1219)
at
org.apache.flink.streaming.api.environment.StreamExecutionEnvironment.addSource(StreamExecutionEnvironment.java:1131)
at
org.apache.flink.streaming.api.environment.StreamExecutionEnvironment.addSource(StreamExecutionEnvironment.java:1075)
at
org.apache.flink.streaming.api.environment.StreamExecutionEnvironment.addSource(StreamExecutionEnvironment.java:1057)
at wikiedits.StockAnalysis.main(StockAnalysis.java:30)
*Caused by: java.io.NotSerializableException:
org.apache.flink.streaming.api.environment.LocalStreamEnvironment*
at java.io.ObjectOutputStream.writeObject0(ObjectOutputStream.java:1184)
at
java.io.ObjectOutputStream.defaultWriteFields(ObjectOutputStream.java:1548)
at java.io.ObjectOutputStream.writeSerialData(ObjectOutputStream.java:1509)
at
java.io.ObjectOutputStream.writeOrdinaryObject(ObjectOutputStream.java:1432)
at java.io.ObjectOutputStream.writeObject0(ObjectOutputStream.java:1178)
at java.io.ObjectOutputStream.writeObject(ObjectOutputStream.java:348)
at
org.apache.flink.util.InstantiationUtil.serializeObject(InstantiationUtil.java:300)
at
org.apache.flink.api.java.ClosureCleaner.ensureSerializable(ClosureCleaner.java:97)
... 6 more
I have attached Stock.java which is just a model with getters and setters.
Not sure what am I doing wrong.
Best Regards,
Subash Basnet
package wikiedits;
import java.io.Serializable;
public class Stock{
// private String symbol;
// private double price;
// private int volume;
// private double pe;
// private double eps;
// private double week52low;
// private double week52high;
// private double daylow;
// private double dayhigh;
// private double movingav50day;
// private double marketcap;
// private String name;
// private String currency;
// private double shortRatio;
// private double previousClose;
// private double open;
// private String exchange;
private String id;
private int timeStamp;
private double close;
private double high;
private double low;
private double open;
private int volume;
public Stock() {
}
public Stock(int timeStamp, double close, double high, double low, double open, int volume, String id) {
this.timeStamp = timeStamp;
this.close = close;
this.high = high;
this.low = low;
this.open = open;
this.volume = volume;
this.id = id;
}
public String getId() {
return id;
}
public void setId(String id) {
this.id = id;
}
public double getLow() {
return low;
}
public void setLow(double low) {
this.low = low;
}
public int getTimeStamp() {
return timeStamp;
}
public void setTimeStamp(int timeStamp) {
this.timeStamp = timeStamp;
}
public double getClose() {
return close;
}
public void setClose(double close) {
this.close = close;
}
public double getHigh() {
return high;
}
public void setHigh(double high) {
this.high = high;
}
public double getOpen() {
return open;
}
public void setOpen(double open) {
this.open = open;
}
public int getVolume() {
return volume;
}
public void setVolume(int volume) {
this.volume = volume;
}
}