Hello Experts,
I have created a machine learning model and am fetching data from Splunk to generate real-time predictions for my problem. I'm extracting the data from Splunk using REST API python library.
Question:
Once I generate the prediction from Python script, I have to email the result to specific users. I'm not sure how do I do that?
Through REST API is there an Option to send the results using "sendemail" command? ( how do I pass result variable through REST ?)
import splunklib.client as client
import splunklib.results as results
import sys
from time import sleep
service = client.connect(
host=HOST,
port=PORT,
username=USERNAME,
password=PASSWORD)
searchquery_normal = r"search criteria "
kwargs_normalsearch = {"exec_mode": "normal"}
job = service.jobs.create(searchquery_normal, **kwargs_normalsearch)
#results as a dataframe
lst = list(results.ResultsReader(job.results()))
df = pd.DataFrame(lst)
#Apply the ML model and print the prediction
prediction = fittedModel.predict(np.array(df.head(1)))
print('Prediction = '+'{:,}'.format(int(p)))
#Send the prediction to a receipient
####something like
####searchquery_normal = r"|sendemail prediction value recipientaddress "
I would really appreciate your help here.
Thanks!
Best,
Harsha
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