[rocprofiler-compute] Add database output format to analyze mode (#748)

Analysis data dump

* Add `--output-format` and `--output-name` option to analyze mode

* Remove `--output` and `-save-dfs` option to analyze mode

* Add documentation on `rocpd` output format and analysis database file

* Create sqlite3 database using object relation mapping (ORM) provided
  by sqlalchemy library

* Fix metrics config to remove metrics marked as `null`, fix `Unit` header, add
  missing `title`

* Add test cases to ensure analysis data dump work

projects/rocprofiler-compute/src/utils/parser.py

@@ -114,6 +114,8 @@ supported_call = {
     "CONCAT": "to_concat",
 }
 
+PC_SAMPLING_NOT_ISSUE_PREFIX = "ROCPROFILER_PC_SAMPLING_INSTRUCTION_NOT_ISSUED_REASON_"
+
 # ------------------------------------------------------------------------------
 
 
@@ -1283,9 +1285,7 @@ def search_pc_sampling_record(records):
         )
     )
 
-    rocp_inst_not_issued_prefix_len = len(
-        "ROCPROFILER_PC_SAMPLING_INSTRUCTION_NOT_ISSUED_REASON_"
-    )
+    rocp_inst_not_issued_prefix_len = len(PC_SAMPLING_NOT_ISSUE_PREFIX)
 
     # Populate grouped_data
     for i, item in enumerate(records):