As I am new to Linux, I did not understand the Logstash installation process.
i tried installing Logstash using APT given in the Logstash Docs.
Logstash was installed at /usr/share/logstash but the config folder was missing inside the Logstash.
So, I externally copied the config folder inside the Logstash and tried to run it. It did not work.
Sometime later, i realized that config folder from original installation was in /etc/config.
So, I have two config folders one inside the Logstash and another in /etc/. (I am really not sure if this is the issue.)
Then, I deleted everything and downloaded tat.gz file and extracted to the location /usr/share/.
It now has config folder. I ran the logstash with my conf file and it worked.
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