added benchmark results

westandskif · Jul 30, 2023 · ced30f9 · ced30f9
1 parent f9868fe
commit ced30f9
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diff --git a/Makefile b/Makefile
@@ -33,9 +33,12 @@ checks:
 	ruff src
 
 benchmarks:
-	for i in $$(cat benchmarks/main_versions.txt); do pip install --force-reinstall convtools==$$i && python run_benchmarks.py ; done
-	pip install -e . && python run_benchmarks.py
-
+	${CONVTOOLS_PYTHON_37} run_benchmarks.py
+	${CONVTOOLS_PYTHON_38} run_benchmarks.py
+	${CONVTOOLS_PYTHON_39} run_benchmarks.py
+	${CONVTOOLS_PYTHON_310} run_benchmarks.py
+	${CONVTOOLS_PYTHON_311} run_benchmarks.py
+	${CONVTOOLS_PYTHON_312} run_benchmarks.py
 
 linux_bash_3_6:
 	docker build -t convtools_linux:3.6 ci-requirements/py3.6

diff --git a/benchmarks/benchmark_results_V1.csv b/benchmarks/benchmark_results_V1.csv
@@ -1,27 +1,79 @@
 system,arch,py_version,py_version_exact,py_implementation,py_compiler,convtools_version,name,diff
-Darwin,arm64,3.11,3.11.4,CPython,Clang 14.0.3 (clang-1403.0.22.14.1),1.5.0,GroupBy1 - MANY_GROUPS,1.2542465126518094
-Darwin,arm64,3.11,3.11.4,CPython,Clang 14.0.3 (clang-1403.0.22.14.1),1.5.0,DatetimeFormat2,1.3082477386874696
-Darwin,arm64,3.11,3.11.4,CPython,Clang 14.0.3 (clang-1403.0.22.14.1),1.5.0,Aggregate1,1.3452577123757279
-Darwin,arm64,3.11,3.11.4,CPython,Clang 14.0.3 (clang-1403.0.22.14.1),1.5.0,GroupBy1 - FEW_GROUPS,1.444103058047858
-Darwin,arm64,3.11,3.11.4,CPython,Clang 14.0.3 (clang-1403.0.22.14.1),1.5.0,DatetimeFormat1,1.5431166253114574
-Darwin,arm64,3.11,3.11.4,CPython,Clang 14.0.3 (clang-1403.0.22.14.1),1.5.0,IterOfIter1,2.177193179368522
-Darwin,arm64,3.11,3.11.4,CPython,Clang 14.0.3 (clang-1403.0.22.14.1),1.5.0,DateFormat2,2.335397552954595
-Darwin,arm64,3.11,3.11.4,CPython,Clang 14.0.3 (clang-1403.0.22.14.1),1.5.0,TableDictReader,2.6408746670618126
-Darwin,arm64,3.11,3.11.4,CPython,Clang 14.0.3 (clang-1403.0.22.14.1),1.5.0,DatetimeParse2,3.159366316330834
-Darwin,arm64,3.11,3.11.4,CPython,Clang 14.0.3 (clang-1403.0.22.14.1),1.5.0,DatetimeParse1,3.4494004618216554
-Darwin,arm64,3.11,3.11.4,CPython,Clang 14.0.3 (clang-1403.0.22.14.1),1.5.0,DateParse2,3.658227584767227
-Darwin,arm64,3.11,3.11.4,CPython,Clang 14.0.3 (clang-1403.0.22.14.1),1.5.0,DateParse1,3.668351105230607
-Darwin,arm64,3.11,3.11.4,CPython,Clang 14.0.3 (clang-1403.0.22.14.1),1.5.0,DateFormat1,6.060525954351775
-Darwin,arm64,3.9,3.9.12,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,GroupBy1 - FEW_GROUPS,0.8595452924194269
-Darwin,arm64,3.9,3.9.12,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,GroupBy1 - MANY_GROUPS,1.0322188835762671
-Darwin,arm64,3.9,3.9.12,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,Aggregate1,1.298298814403734
-Darwin,arm64,3.9,3.9.12,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,DatetimeFormat2,1.3733377094307218
-Darwin,arm64,3.9,3.9.12,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,DatetimeFormat1,1.574623979706159
-Darwin,arm64,3.9,3.9.12,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,IterOfIter1,1.8109175567224236
-Darwin,arm64,3.9,3.9.12,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,DateFormat2,2.4953252486250004
-Darwin,arm64,3.9,3.9.12,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,TableDictReader,2.702914093050499
-Darwin,arm64,3.9,3.9.12,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,DatetimeParse2,3.222294494226754
-Darwin,arm64,3.9,3.9.12,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,DatetimeParse1,3.600679065062578
-Darwin,arm64,3.9,3.9.12,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,DateParse1,3.630609058665223
-Darwin,arm64,3.9,3.9.12,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,DateParse2,3.660055403580704
-Darwin,arm64,3.9,3.9.12,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,DateFormat1,5.7771197508997645
+Darwin,arm64,3.10,3.10.9,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,GroupBy1 - FEW_GROUPS,0.9333232419334005
+Darwin,arm64,3.10,3.10.9,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,GroupBy1 - MANY_GROUPS,0.944842675212749
+Darwin,arm64,3.10,3.10.9,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,Aggregate1,1.275670737228574
+Darwin,arm64,3.10,3.10.9,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,DatetimeFormat2,1.384244545416736
+Darwin,arm64,3.10,3.10.9,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,DatetimeFormat1,1.563485977949039
+Darwin,arm64,3.10,3.10.9,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,IterOfIter1,1.9784229104298519
+Darwin,arm64,3.10,3.10.9,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,DateFormat2,2.4857102895297283
+Darwin,arm64,3.10,3.10.9,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,TableDictReader,2.648612201665222
+Darwin,arm64,3.10,3.10.9,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,DatetimeParse2,3.1014797033834314
+Darwin,arm64,3.10,3.10.9,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,DatetimeParse1,3.5290177348090914
+Darwin,arm64,3.10,3.10.9,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,DateParse1,3.6199648147122168
+Darwin,arm64,3.10,3.10.9,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,DateParse2,3.637901388647322
+Darwin,arm64,3.10,3.10.9,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,DateFormat1,5.900623431731855
+Darwin,arm64,3.11,3.11.4,CPython,Clang 14.0.3 (clang-1403.0.22.14.1),1.5.0,Aggregate1,1.304136594230012
+Darwin,arm64,3.11,3.11.4,CPython,Clang 14.0.3 (clang-1403.0.22.14.1),1.5.0,DatetimeFormat2,1.3352037974418336
+Darwin,arm64,3.11,3.11.4,CPython,Clang 14.0.3 (clang-1403.0.22.14.1),1.5.0,GroupBy1 - MANY_GROUPS,1.3534988732037592
+Darwin,arm64,3.11,3.11.4,CPython,Clang 14.0.3 (clang-1403.0.22.14.1),1.5.0,DatetimeFormat1,1.554577347073113
+Darwin,arm64,3.11,3.11.4,CPython,Clang 14.0.3 (clang-1403.0.22.14.1),1.5.0,GroupBy1 - FEW_GROUPS,1.5793929570870437
+Darwin,arm64,3.11,3.11.4,CPython,Clang 14.0.3 (clang-1403.0.22.14.1),1.5.0,IterOfIter1,2.171040611873997
+Darwin,arm64,3.11,3.11.4,CPython,Clang 14.0.3 (clang-1403.0.22.14.1),1.5.0,DateFormat2,2.3978751310243416
+Darwin,arm64,3.11,3.11.4,CPython,Clang 14.0.3 (clang-1403.0.22.14.1),1.5.0,TableDictReader,2.613231834836861
+Darwin,arm64,3.11,3.11.4,CPython,Clang 14.0.3 (clang-1403.0.22.14.1),1.5.0,DatetimeParse2,3.106492966996272
+Darwin,arm64,3.11,3.11.4,CPython,Clang 14.0.3 (clang-1403.0.22.14.1),1.5.0,DatetimeParse1,3.45907332726145
+Darwin,arm64,3.11,3.11.4,CPython,Clang 14.0.3 (clang-1403.0.22.14.1),1.5.0,DateParse1,3.5413213419123815
+Darwin,arm64,3.11,3.11.4,CPython,Clang 14.0.3 (clang-1403.0.22.14.1),1.5.0,DateParse2,3.622774755235592
+Darwin,arm64,3.11,3.11.4,CPython,Clang 14.0.3 (clang-1403.0.22.14.1),1.5.0,DateFormat1,6.163392245468712
+Darwin,arm64,3.12,3.12.0b4,CPython,Clang 14.0.3 (clang-1403.0.22.14.1),1.5.0,Aggregate1,1.2628520476954768
+Darwin,arm64,3.12,3.12.0b4,CPython,Clang 14.0.3 (clang-1403.0.22.14.1),1.5.0,GroupBy1 - MANY_GROUPS,1.273527617461449
+Darwin,arm64,3.12,3.12.0b4,CPython,Clang 14.0.3 (clang-1403.0.22.14.1),1.5.0,DatetimeFormat2,1.5078575995261694
+Darwin,arm64,3.12,3.12.0b4,CPython,Clang 14.0.3 (clang-1403.0.22.14.1),1.5.0,GroupBy1 - FEW_GROUPS,1.6708896619242506
+Darwin,arm64,3.12,3.12.0b4,CPython,Clang 14.0.3 (clang-1403.0.22.14.1),1.5.0,DatetimeFormat1,1.7515628766198459
+Darwin,arm64,3.12,3.12.0b4,CPython,Clang 14.0.3 (clang-1403.0.22.14.1),1.5.0,IterOfIter1,1.8942235777192022
+Darwin,arm64,3.12,3.12.0b4,CPython,Clang 14.0.3 (clang-1403.0.22.14.1),1.5.0,TableDictReader,2.2355405278273506
+Darwin,arm64,3.12,3.12.0b4,CPython,Clang 14.0.3 (clang-1403.0.22.14.1),1.5.0,DateFormat2,2.788719173472278
+Darwin,arm64,3.12,3.12.0b4,CPython,Clang 14.0.3 (clang-1403.0.22.14.1),1.5.0,DatetimeParse2,3.0591646220216715
+Darwin,arm64,3.12,3.12.0b4,CPython,Clang 14.0.3 (clang-1403.0.22.14.1),1.5.0,DatetimeParse1,3.463201132827948
+Darwin,arm64,3.12,3.12.0b4,CPython,Clang 14.0.3 (clang-1403.0.22.14.1),1.5.0,DateParse2,3.6126931012114447
+Darwin,arm64,3.12,3.12.0b4,CPython,Clang 14.0.3 (clang-1403.0.22.14.1),1.5.0,DateParse1,3.6584026462064103
+Darwin,arm64,3.12,3.12.0b4,CPython,Clang 14.0.3 (clang-1403.0.22.14.1),1.5.0,DateFormat1,6.9341278026109014
+Darwin,arm64,3.7,3.7.16,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,GroupBy1 - MANY_GROUPS,1.015852147636002
+Darwin,arm64,3.7,3.7.16,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,GroupBy1 - FEW_GROUPS,1.0361202860024654
+Darwin,arm64,3.7,3.7.16,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,Aggregate1,1.3521038968251573
+Darwin,arm64,3.7,3.7.16,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,DatetimeFormat2,1.4711459769995965
+Darwin,arm64,3.7,3.7.16,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,DatetimeFormat1,1.6703155955247124
+Darwin,arm64,3.7,3.7.16,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,IterOfIter1,1.8447680130793573
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+Darwin,arm64,3.7,3.7.16,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,DatetimeParse2,3.241882077138353
+Darwin,arm64,3.7,3.7.16,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,DatetimeParse1,3.6516505293777675
+Darwin,arm64,3.7,3.7.16,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,DateParse1,3.6604044155221884
+Darwin,arm64,3.7,3.7.16,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,DateParse2,3.759473840125136
+Darwin,arm64,3.7,3.7.16,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,TableDictReader,3.7662261627839952
+Darwin,arm64,3.7,3.7.16,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,DateFormat1,5.784563052504696
+Darwin,arm64,3.8,3.8.16,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,GroupBy1 - MANY_GROUPS,0.9648384766826057
+Darwin,arm64,3.8,3.8.16,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,GroupBy1 - FEW_GROUPS,0.9719104786000048
+Darwin,arm64,3.8,3.8.16,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,Aggregate1,1.3932749351072555
+Darwin,arm64,3.8,3.8.16,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,DatetimeFormat2,1.4752085878767012
+Darwin,arm64,3.8,3.8.16,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,DatetimeFormat1,1.6945335763421143
+Darwin,arm64,3.8,3.8.16,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,IterOfIter1,1.8580984682142905
+Darwin,arm64,3.8,3.8.16,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,TableDictReader,2.6714351837374672
+Darwin,arm64,3.8,3.8.16,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,DateFormat2,2.7021296362518807
+Darwin,arm64,3.8,3.8.16,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,DatetimeParse2,3.2393403983598037
+Darwin,arm64,3.8,3.8.16,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,DatetimeParse1,3.6303385902222685
+Darwin,arm64,3.8,3.8.16,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,DateParse2,3.6517660072203633
+Darwin,arm64,3.8,3.8.16,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,DateParse1,3.7009341902897446
+Darwin,arm64,3.8,3.8.16,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,DateFormat1,5.8906565589647695
+Darwin,arm64,3.9,3.9.12,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,GroupBy1 - FEW_GROUPS,0.9958327752979583
+Darwin,arm64,3.9,3.9.12,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,GroupBy1 - MANY_GROUPS,1.0021883811145638
+Darwin,arm64,3.9,3.9.12,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,Aggregate1,1.2873152079796712
+Darwin,arm64,3.9,3.9.12,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,DatetimeFormat2,1.3772082865247641
+Darwin,arm64,3.9,3.9.12,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,DatetimeFormat1,1.5669401878584799
+Darwin,arm64,3.9,3.9.12,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,IterOfIter1,1.804206884418304
+Darwin,arm64,3.9,3.9.12,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,DateFormat2,2.4434592354272127
+Darwin,arm64,3.9,3.9.12,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,TableDictReader,2.6741579062354903
+Darwin,arm64,3.9,3.9.12,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,DatetimeParse2,3.168056163554451
+Darwin,arm64,3.9,3.9.12,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,DateParse1,3.5727205499148655
+Darwin,arm64,3.9,3.9.12,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,DatetimeParse1,3.5862309538002286
+Darwin,arm64,3.9,3.9.12,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,DateParse2,3.6231297876006296
+Darwin,arm64,3.9,3.9.12,CPython,Clang 14.0.0 (clang-1400.0.29.201),1.5.0,DateFormat1,5.718742699219423
diff --git a/benchmarks/benchmarks.py b/benchmarks/benchmarks.py
@@ -72,24 +72,34 @@ def gen_converter(self):
                 {
                     "name": c.item("name"),
                     "avg": c.ReduceFuncs.Average(c.item("value")),
+                    "min": c.ReduceFuncs.Min(c.item("value")),
+                    "max": c.ReduceFuncs.Max(c.item("value")),
                 }
             )
             .gen_converter()
         )
 
     def gen_naive_implementations(self):
         def f(data):
-            agg = defaultdict(lambda: {"count": 0, "sum": 0})
+            agg = defaultdict(
+                lambda: {"count": 0, "sum": 0, "min": None, "max": None}
+            )
             for i in data:
                 v = agg[i["name"]]
                 v["count"] += 1
                 v["sum"] += i["value"] or 0
+                if v["min"] is None or v["min"] > i["value"]:
+                    v["min"] = i["value"]
+                if v["max"] is None or v["max"] < i["value"]:
+                    v["max"] = i["value"]
             return [
                 {
                     "name": name,
                     "avg": value["sum"] / value["count"]
                     if value["count"]
                     else 0,
+                    "min": value["min"],
+                    "max": value["max"],
                 }
                 for name, value in agg.items()
             ]

diff --git a/build-docs-performance.py b/build-docs-performance.py
@@ -57,5 +57,9 @@ def gen_md(results: List[BenchmarkResult], py_version: str, indent="    "):
 
 if __name__ == "__main__":
     benchmark_results = BenchmarkResultsStorage().load_results()
+    gen_md(benchmark_results, "3.7")
+    gen_md(benchmark_results, "3.8")
     gen_md(benchmark_results, "3.9")
+    gen_md(benchmark_results, "3.10")
     gen_md(benchmark_results, "3.11")
+    gen_md(benchmark_results, "3.12")
diff --git a/docs/benefits.md b/docs/benefits.md
@@ -45,13 +45,30 @@ other parts of your code. The below table provides the speed-up of
 convtools-based solutions over the naive ones. 
 
 
+=== "py3.12.0b4"
+
+    {! performance-md/perf-3.12.md !}
+
 === "py3.11"
 
     {! performance-md/perf-3.11.md !}
 
+=== "py3.10"
+
+    {! performance-md/perf-3.10.md !}
+
 === "py3.9"
 
     {! performance-md/perf-3.9.md !}
 
+=== "py3.8"
+
+    {! performance-md/perf-3.8.md !}
+
+=== "py3.7"
+
+    {! performance-md/perf-3.7.md !}
+
+
 In cases where there are multiple speed test results, the worst is
 taken. See [benchmarks on Github](https://github.com/westandskif/convtools/tree/master/benchmarks) for source code.
diff --git a/docs/performance-md/perf-3.10.md b/docs/performance-md/perf-3.10.md
@@ -0,0 +1,15 @@
+    | name                   | speed_up   | py_compiler                        | arch   |
+    |:-----------------------|:-----------|:-----------------------------------|:-------|
+    | GroupBy1 - FEW_GROUPS  | -6.7%      | Clang 14.0.0 (clang-1400.0.29.201) | arm64  |
+    | GroupBy1 - MANY_GROUPS | -5.5%      | Clang 14.0.0 (clang-1400.0.29.201) | arm64  |
+    | Aggregate1             | +27.6%     | Clang 14.0.0 (clang-1400.0.29.201) | arm64  |
+    | DatetimeFormat2        | +38.4%     | Clang 14.0.0 (clang-1400.0.29.201) | arm64  |
+    | DatetimeFormat1        | +56.3%     | Clang 14.0.0 (clang-1400.0.29.201) | arm64  |
+    | IterOfIter1            | +97.8%     | Clang 14.0.0 (clang-1400.0.29.201) | arm64  |
+    | DateFormat2            | +148.6%    | Clang 14.0.0 (clang-1400.0.29.201) | arm64  |
+    | TableDictReader        | +164.9%    | Clang 14.0.0 (clang-1400.0.29.201) | arm64  |
+    | DatetimeParse2         | +210.1%    | Clang 14.0.0 (clang-1400.0.29.201) | arm64  |
+    | DatetimeParse1         | +252.9%    | Clang 14.0.0 (clang-1400.0.29.201) | arm64  |
+    | DateParse1             | +262.0%    | Clang 14.0.0 (clang-1400.0.29.201) | arm64  |
+    | DateParse2             | +263.8%    | Clang 14.0.0 (clang-1400.0.29.201) | arm64  |
+    | DateFormat1            | +490.1%    | Clang 14.0.0 (clang-1400.0.29.201) | arm64  |
diff --git a/docs/performance-md/perf-3.11.md b/docs/performance-md/perf-3.11.md
@@ -1,15 +1,15 @@
     | name                   | speed_up   | py_compiler                         | arch   |
     |:-----------------------|:-----------|:------------------------------------|:-------|
-    | GroupBy1 - MANY_GROUPS | +25.4%     | Clang 14.0.3 (clang-1403.0.22.14.1) | arm64  |
-    | DatetimeFormat2        | +30.8%     | Clang 14.0.3 (clang-1403.0.22.14.1) | arm64  |
-    | Aggregate1             | +34.5%     | Clang 14.0.3 (clang-1403.0.22.14.1) | arm64  |
-    | GroupBy1 - FEW_GROUPS  | +44.4%     | Clang 14.0.3 (clang-1403.0.22.14.1) | arm64  |
-    | DatetimeFormat1        | +54.3%     | Clang 14.0.3 (clang-1403.0.22.14.1) | arm64  |
-    | IterOfIter1            | +117.7%    | Clang 14.0.3 (clang-1403.0.22.14.1) | arm64  |
-    | DateFormat2            | +133.5%    | Clang 14.0.3 (clang-1403.0.22.14.1) | arm64  |
-    | TableDictReader        | +164.1%    | Clang 14.0.3 (clang-1403.0.22.14.1) | arm64  |
-    | DatetimeParse2         | +215.9%    | Clang 14.0.3 (clang-1403.0.22.14.1) | arm64  |
-    | DatetimeParse1         | +244.9%    | Clang 14.0.3 (clang-1403.0.22.14.1) | arm64  |
-    | DateParse2             | +265.8%    | Clang 14.0.3 (clang-1403.0.22.14.1) | arm64  |
-    | DateParse1             | +266.8%    | Clang 14.0.3 (clang-1403.0.22.14.1) | arm64  |
-    | DateFormat1            | +506.1%    | Clang 14.0.3 (clang-1403.0.22.14.1) | arm64  |
+    | Aggregate1             | +30.4%     | Clang 14.0.3 (clang-1403.0.22.14.1) | arm64  |
+    | DatetimeFormat2        | +33.5%     | Clang 14.0.3 (clang-1403.0.22.14.1) | arm64  |
+    | GroupBy1 - MANY_GROUPS | +35.3%     | Clang 14.0.3 (clang-1403.0.22.14.1) | arm64  |
+    | DatetimeFormat1        | +55.5%     | Clang 14.0.3 (clang-1403.0.22.14.1) | arm64  |
+    | GroupBy1 - FEW_GROUPS  | +57.9%     | Clang 14.0.3 (clang-1403.0.22.14.1) | arm64  |
+    | IterOfIter1            | +117.1%    | Clang 14.0.3 (clang-1403.0.22.14.1) | arm64  |
+    | DateFormat2            | +139.8%    | Clang 14.0.3 (clang-1403.0.22.14.1) | arm64  |
+    | TableDictReader        | +161.3%    | Clang 14.0.3 (clang-1403.0.22.14.1) | arm64  |
+    | DatetimeParse2         | +210.6%    | Clang 14.0.3 (clang-1403.0.22.14.1) | arm64  |
+    | DatetimeParse1         | +245.9%    | Clang 14.0.3 (clang-1403.0.22.14.1) | arm64  |
+    | DateParse1             | +254.1%    | Clang 14.0.3 (clang-1403.0.22.14.1) | arm64  |
+    | DateParse2             | +262.3%    | Clang 14.0.3 (clang-1403.0.22.14.1) | arm64  |
+    | DateFormat1            | +516.3%    | Clang 14.0.3 (clang-1403.0.22.14.1) | arm64  |
diff --git a/docs/performance-md/perf-3.12.md b/docs/performance-md/perf-3.12.md
@@ -0,0 +1,15 @@
+    | name                   | speed_up   | py_compiler                         | arch   |
+    |:-----------------------|:-----------|:------------------------------------|:-------|
+    | Aggregate1             | +26.3%     | Clang 14.0.3 (clang-1403.0.22.14.1) | arm64  |
+    | GroupBy1 - MANY_GROUPS | +27.4%     | Clang 14.0.3 (clang-1403.0.22.14.1) | arm64  |
+    | DatetimeFormat2        | +50.8%     | Clang 14.0.3 (clang-1403.0.22.14.1) | arm64  |
+    | GroupBy1 - FEW_GROUPS  | +67.1%     | Clang 14.0.3 (clang-1403.0.22.14.1) | arm64  |
+    | DatetimeFormat1        | +75.2%     | Clang 14.0.3 (clang-1403.0.22.14.1) | arm64  |
+    | IterOfIter1            | +89.4%     | Clang 14.0.3 (clang-1403.0.22.14.1) | arm64  |
+    | TableDictReader        | +123.6%    | Clang 14.0.3 (clang-1403.0.22.14.1) | arm64  |
+    | DateFormat2            | +178.9%    | Clang 14.0.3 (clang-1403.0.22.14.1) | arm64  |
+    | DatetimeParse2         | +205.9%    | Clang 14.0.3 (clang-1403.0.22.14.1) | arm64  |
+    | DatetimeParse1         | +246.3%    | Clang 14.0.3 (clang-1403.0.22.14.1) | arm64  |
+    | DateParse2             | +261.3%    | Clang 14.0.3 (clang-1403.0.22.14.1) | arm64  |
+    | DateParse1             | +265.8%    | Clang 14.0.3 (clang-1403.0.22.14.1) | arm64  |
+    | DateFormat1            | +593.4%    | Clang 14.0.3 (clang-1403.0.22.14.1) | arm64  |