Hi i just create a java application to run my python code externally. But it want giving me the out put. this is my java code:-
package com.epatient;
import java.io.*;
public class InterpreterExample {
//static String workingDir = System.getProperty("user.dir");
//static String appDir = workingDir + "\\epatient\\epatient_prediction.py";
public static void main(String a[]){
try{
String appDir = "C:\\Users\\Thushara Kasun\\Documents\\juno\\serial.port\\epatient\\epatient_prediction.py";
System.out.println(appDir);
ProcessBuilder pb = new ProcessBuilder("python",appDir);
Process p = pb.start();
BufferedReader in = new BufferedReader(new InputStreamReader(p.getInputStream()));
String ret = in.readLine();
System.out.println("value is : "+ret);
}catch(NumberFormatException e){e.printStackTrace();}
catch (IOException e) {e.printStackTrace();}
}
}
this is my python code :-
import sys
from sklearn.externals import joblib
import pandas as pd
import numpy as np
import csv
from sklearn.decomposition import PCA
import re
import psycopg2
import datetime
import time
con = None
bio_data = None
heart_rate = None
so2_data = None
temp_data = None
bp_data = None
try:
con = psycopg2.connect(database='Epatient_user_1', user='postgres', password='root')
cur = con.cursor()
...#database access codes omited
model_name = 'trained_model'
est = joblib.load(model_name)
predictions = est.predict(data)
#predictions
# <codecell>
#sys.stdout.write(str(int(predictions[0])))
#sys.stdout.flush()
#print int(predictions[0])
ts = time.time()
st = datetime.datetime.fromtimestamp(ts).strftime('%Y-%m-%d %H:%M:%S')
#print st
cur.execute('INSERT INTO patient_status (STATUS,TIME,PROCESSED) VALUES (' + str(int(predictions[0])) + ',\''+ st + '\',0);')
con.commit()
except psycopg2.DatabaseError, e:
print 'Error %s' % e
sys.exit(1)
finally:
if con:
con.close()
sys.stdout.write(str(int(predictions[0])))
sys.stdout.flush()
#print int(predictions[0])
Java out put is just value is : null there is no problem with the python code it is working perfectly. i just want to print a Boolean which is in a string format. simultaneously i need to update that value in my local postgresql database(via python code, which is working individually). simply the python code is not executing by my java application. Kindly help me on this or give me a alternative way to resolve this issue.
I think that your Java code is Ok, then try to change your Python script.
Please, would you be so kind to change the line print int(predictions[0])
with:
sys.stdout.write(str(predictions[0]))
sys.stdout.flush()
sys.stdout
will print data to console outputstream
and just for testing, put the absolute path of your script in the ProcessBuilder constructor:
String appDir = "C:\\my\\full\\path\\to\\script.py";
ProcessBuilder pb =
new ProcessBuilder("python", appDir);
Process p = pb.start();
....