Add --time-unit option to 'advanced_statistics.py'

scripts/advanced_statistics.py

@@ -8,13 +8,45 @@
 
 import argparse
 import json
+from enum import Enum
 
 import numpy as np
 
+
+class Unit(Enum):
+    SECOND = 1
+    MILLISECOND = 2
+
+    def factor(self):
+        match self:
+            case Unit.SECOND:
+                return 1
+            case Unit.MILLISECOND:
+                return 1e3
+
+    def __str__(self):
+        match self:
+            case Unit.SECOND:
+                return "s"
+            case Unit.MILLISECOND:
+                return "ms"
+
+
 parser = argparse.ArgumentParser()
 parser.add_argument("file", help="JSON file with benchmark results")
+parser.add_argument(
+    "--time-unit",
+    help="The unit of time.",
+    default="second",
+    action="store",
+    choices=["second", "millisecond"],
+    dest="unit",
+)
 args = parser.parse_args()
 
+unit = Unit.MILLISECOND if args.unit == "millisecond" else Unit.SECOND
+unit_str = str(unit)
+
 with open(args.file) as f:
     results = json.load(f)["results"]
 
@@ -22,6 +54,8 @@ commands = [b["command"] for b in results]
 times = [b["times"] for b in results]
 
 for command, ts in zip(commands, times):
+    ts = [t * unit.factor() for t in ts]
+
     p05 = np.percentile(ts, 5)
     p25 = np.percentile(ts, 25)
     p75 = np.percentile(ts, 75)
@@ -31,13 +65,15 @@ for command, ts in zip(commands, times):
 
     print(f"Command '{command}'")
     print(f"  runs:   {len(ts):8d}")
-    print(f"  mean:   {np.mean(ts):8.3f} s")
-    print(f"  stddev: {np.std(ts, ddof=1):8.3f} s")
-    print(f"  median: {np.median(ts):8.3f} s")
-    print(f"  min:    {np.min(ts):8.3f} s")
-    print(f"  max:    {np.max(ts):8.3f} s")
+    print(f"  mean:   {np.mean(ts):8.3f} {unit_str}")
+    print(f"  stddev: {np.std(ts, ddof=1):8.3f} {unit_str}")
+    print(f"  median: {np.median(ts):8.3f} {unit_str}")
+    print(f"  min:    {np.min(ts):8.3f} {unit_str}")
+    print(f"  max:    {np.max(ts):8.3f} {unit_str}")
     print()
     print("  percentiles:")
-    print(f"     P_05 .. P_95:    {p05:.3f} s .. {p95:.3f} s")
-    print(f"     P_25 .. P_75:    {p25:.3f} s .. {p75:.3f} s  (IQR = {iqr:.3f} s)")
+    print(f"     P_05 .. P_95:    {p05:.3f} {unit_str} .. {p95:.3f} {unit_str}")
+    print(
+        f"     P_25 .. P_75:    {p25:.3f} {unit_str} .. {p75:.3f} {unit_str}  (IQR = {iqr:.3f} {unit_str})"
+    )
     print()