perf test: Add metric value validation test

Add metric value validation test to check if metric values are with in
correct value ranges. There are three types of tests included: 1)
positive-value test checks if all the metrics collected are non-negative;
2) single-value test checks if the list of metrics have values in given
value ranges; 3) relationship test checks if multiple metrics follow a
given relationship, e.g. memory_bandwidth_read + memory_bandwidth_write =
memory_bandwidth_total.
Signed-off-by: Weilin Wang <weilin.wang@intel.com>
Tested-by: Namhyung Kim <namhyung@kernel.org>
Cc: ravi.bangoria@amd.com
Cc: Ian Rogers <irogers@google.com>
Cc: Peter Zijlstra <peterz@infradead.org>
Cc: Adrian Hunter <adrian.hunter@intel.com>
Cc: Caleb Biggers <caleb.biggers@intel.com>
Cc: Perry Taylor <perry.taylor@intel.com>
Cc: Samantha Alt <samantha.alt@intel.com>
Cc: Arnaldo Carvalho de Melo <acme@kernel.org>
Cc: Jiri Olsa <jolsa@kernel.org>
Cc: Kan Liang <kan.liang@linux.intel.com>
Cc: Ingo Molnar <mingo@redhat.com>
Link: https://lore.kernel.org/r/20230620170027.1861012-2-weilin.wang@intel.comSigned-off-by: Namhyung Kim <namhyung@kernel.org>

tools/perf/tests/shell/stat_metrics_values.sh

+#!/bin/bash
+# perf metrics value validation
+# SPDX-License-Identifier: GPL-2.0
+if [ "x$PYTHON" == "x" ]
+then
+	if which python3 > /dev/null
+	then
+		PYTHON=python3
+	else
+		echo Skipping test, python3 not detected please set environment variable PYTHON.
+		exit 2
+	fi
+fi
+
+grep -q GenuineIntel /proc/cpuinfo || { echo Skipping non-Intel; exit 2; }
+
+pythonvalidator=$(dirname $0)/lib/perf_metric_validation.py
+rulefile=$(dirname $0)/lib/perf_metric_validation_rules.json
+tmpdir=$(mktemp -d /tmp/__perf_test.program.XXXXX)
+workload="perf bench futex hash -r 2 -s"
+
+# Add -debug, save data file and full rule file
+echo "Launch python validation script $pythonvalidator"
+echo "Output will be stored in: $tmpdir"
+$PYTHON $pythonvalidator -rule $rulefile -output_dir $tmpdir -wl "${workload}"
+ret=$?
+rm -rf $tmpdir
+
+exit $ret
+