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/roofline.py

@@ -35,6 +35,7 @@ import plotext as plt
 import plotly.graph_objects as go
 from dash import dcc, html
 
+from utils import file_io, rocpd_data
 from utils.logger import (
     console_debug,
     console_error,
@@ -673,6 +674,9 @@ class Roofline:
             console_error("roofline", "{} does not exist".format(pmc_perf_csv))
         t_df = OrderedDict()
         t_df["pmc_perf"] = pd.read_csv(pmc_perf_csv)
+        profiling_config = file_io.load_profiling_config(self.__args.path[0][0])
+        if profiling_config.get("format_rocprof_output") == "rocpd":
+            t_df["pmc_perf"] = rocpd_data.process_rocpd_csv(t_df["pmc_perf"])
 
         color_scheme = {
             "HBM": "blue+",
@@ -861,6 +865,9 @@ class Roofline:
             console_error("roofline", "{} does not exist".format(app_path))
         t_df = OrderedDict()
         t_df["pmc_perf"] = pd.read_csv(app_path)
+        profiling_config = file_io.load_profiling_config(self.__args.path)
+        if profiling_config.get("format_rocprof_output") == "rocpd":
+            t_df["pmc_perf"] = rocpd_data.process_rocpd_csv(t_df["pmc_perf"])
         self.empirical_roofline(ret_df=t_df)
 
     @abstractmethod