Unable to search elastic search (code=exited, status=2)

Elasticsearch version: 1.4.4
JVM version: 1.8.0_171
OS version: Ubuntu 16.04LTS (Linux 4.13.0-41-generic #46~16.04.1-Ubuntu SMP Thu May 3 10:06:43 UTC 2018 x86_64 x86_64 x86_64 GNU/Linux)

Issue: Unable to start elastic search.

Commands used:
sudo service elasticsearch stop
sudo service elasticsearch start
sudo service elasticsearch status

● elasticsearch.service - Elasticsearch
Loaded: loaded (/usr/lib/systemd/system/elasticsearch.service; disabled; vendor preset: enabled)
Active: failed (Result: exit-code) since Mon 2018-09-17 11:20:23 IST; 2s ago
Docs: http://www.elastic.co
Process: 32485 ExecStart=/usr/share/elasticsearch/bin/elasticsearch -p ${PID_DIR}/elasticsearch.pid --quiet (code=exited, status=2)
Main PID: 32485 (code=exited, status=2)

Sep 17 11:20:23 WFX-SVR-006 systemd[1]: Started Elasticsearch.
Sep 17 11:20:23 WFX-SVR-006 systemd[1]: elasticsearch.service: Main process exited, code=exited, status=2/INVALIDARGUMENT
Sep 17 11:20:23 WFX-SVR-006 systemd[1]: elasticsearch.service: Unit entered failed state.
Sep 17 11:20:23 WFX-SVR-006 systemd[1]: elasticsearch.service: Failed with result 'exit-code'.

Note:
Unable to restart as well since it gives same error when restarted.
Logs:
Unable to check logs in /var/log/elasticsearch since its "elasticsearch" service itself is not able to start.

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