Enable rocpd output format with rocprofiler sdk (#790)

* Add `rocpd` choice for `--format-rocprof-output` option
* Add rocpd_data.py which defines SQL queries to extract data from rocpd database
* Use sqlite3 package to read the database
* Add `--retain-rocpd-output` option in profile mode to retain raw
  rocpd database
* Add warning notice to say `--format-rocprof-output rocpd` will be
  default in future release

For rocpd output:
* Use only `pmc_perf.csv` instead of reading individual coll_level results csv files
* Post process csv files using pandas in analysis mode instead of profile mode
* Use ACCUM counters instead of SQ_ACCUM_PREV_HIRES

* Add test cases for rocpd output format
* Fix code formatting issues
* Update CHANGELOG

[ROCm/rocprofiler-compute commit: 03d27c0ba0]

projects/rocprofiler-compute/src/rocprof_compute_analyze/analysis_base.py

@@ -128,11 +128,13 @@ class OmniAnalyze_Base:
         if not normalization_filter:
             for k, v in self._arch_configs.items():
                 parser.build_metric_value_string(
-                    v.dfs, v.dfs_type, self.__args.normal_unit
+                    v.dfs, v.dfs_type, self.__args.normal_unit, self._profiling_config
                 )
         else:
             for k, v in self._arch_configs.items():
-                parser.build_metric_value_string(v.dfs, v.dfs_type, normalization_filter)
+                parser.build_metric_value_string(
+                    v.dfs, v.dfs_type, normalization_filter, self._profiling_config
+                )
 
         args = self.__args
         # Error checking for multiple runs and multiple kernel filters

projects/rocprofiler-compute/src/rocprof_compute_analyze/analysis_cli.py

@@ -47,6 +47,7 @@ class cli_analysis(OmniAnalyze_Base):
                 self.get_args().spatial_multiplexing,
                 self.get_args().kernel_verbose,
                 self.get_args().verbose,
+                self._profiling_config,
             )
 
             if self.get_args().spatial_multiplexing:
@@ -72,7 +73,11 @@ class cli_analysis(OmniAnalyze_Base):
 
             # create the loaded table
             parser.load_table_data(
-                workload=self._runs[d[0]], dir=d[0], is_gui=False, args=self.get_args()
+                workload=self._runs[d[0]],
+                dir=d[0],
+                is_gui=False,
+                args=self.get_args(),
+                config=self._profiling_config,
             )
 
     @demarcate

projects/rocprofiler-compute/src/rocprof_compute_analyze/analysis_webui.py

@@ -120,6 +120,7 @@ class webui_analysis(OmniAnalyze_Base):
                 self.get_args().spatial_multiplexing,
                 self.get_args().kernel_verbose,
                 self.get_args().verbose,
+                self._profiling_config,
             )
 
             if self.get_args().spatial_multiplexing:
@@ -168,6 +169,7 @@ class webui_analysis(OmniAnalyze_Base):
                 dir=self.dest_dir,
                 is_gui=True,
                 args=self.get_args(),
+                config=self._profiling_config,
             )
 
             # ~~~~~~~~~~~~~~~~~~~~~~~
@@ -300,6 +302,7 @@ class webui_analysis(OmniAnalyze_Base):
                 self.get_args().spatial_multiplexing,
                 self.get_args().kernel_verbose,
                 args.verbose,
+                self._profiling_config,
             )
 
             if self.get_args().spatial_multiplexing: