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  • lara/cs206-demos
  • gcharles/cs206-demos
  • gambhir/cs206-demos
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.gitlab-ci.yml 0 → 100644
View file @ 0f473913
image: "sbtscala/scala-sbt:graalvm-ce-22.3.0-b2-java17_1.8.3_3.2.2"
variables:
SBT_VERSION: "1.7.1"
SBT_OPTS: "-Dsbt.global.base=sbt-cache/.sbtboot -Dsbt.boot.directory=sbt-cache/.boot -Dsbt.ivy.home=sbt-cache/.ivy"
cache:
key: "$CI_BUILD_REF_NAME" # contains either the branch or the tag, so it's caching per branch
untracked: true
paths:
- "sbt-cache/.ivy.cache"
- "sbt-cache/.boot"
- "sbt-cache/.sbtboot"
- "sbt-cache/target"
stages:
- test
test:
timeout: 10m
tags:
- cs320
script:
- sbt "runMain lecture1.javaThreads; runMain lecture1.scalaThreadWrapper; runMain lecture1.ExampleThread; runMain lecture3.intersectionWrong; runMain lecture3.intersectionCorrect; runMain lecture3.intersectionNoSideEffect; runMain lecture3.parallelGraphContraction; runMain lecture3.parallelGraphContractionCorrect; runMain midterm22.mock1; runMain midterm22.part3; runMain ed.patternMatching; runMain lecture13.askPatternDemo; test; runMain lecture13.becomeDemo; runMain ed.futuresForTranslation; runMain concpar20final03.concpar20final03; scalafmtCheck; Test / scalafmtCheck"
.scalafmt.conf
View file @ 0f473913
version = "3.5.9" version = "3.6.1"
runner.dialect = scala3 runner.dialect = scala3
\ No newline at end of file newlines.source = keep
rewrite.scala3.convertToNewSyntax = true
rewrite.scala3.removeOptionalBraces = true
README.md
View file @ 0f473913
# Scala 3 SBT Project # Demo code for the course CS-206: Parallelism and concurrency
This contains the basic sbt configuration needed to run Scala 3 code. Everybody is welcome to contribute by creating merge requests!
## Installation ## Installation
...@@ -10,15 +10,16 @@ This contains the basic sbt configuration needed to run Scala 3 code. ...@@ -10,15 +10,16 @@ This contains the basic sbt configuration needed to run Scala 3 code.
1. Click on "Import SBT Build": 1. Click on "Import SBT Build":
<img src="https://gitlab.epfl.ch/lamp/cs210/uploads/b1926bf55d4d4ce136859afaaad1c7f2/Screenshot_2021-09-30_at_13.22.36.png" width="500px" /> <img src="https://gitlab.epfl.ch/lamp/cs210/uploads/b1926bf55d4d4ce136859afaaad1c7f2/Screenshot_2021-09-30_at_13.22.36.png" width="500px" />
1. Wait while Metals runs `bloopInstal`: 1. Wait while Metals runs `bloopInstal`:
<img src="https://gitlab.epfl.ch/lamp/cs210/uploads/58d513dee61f3584f3e5cf8b10d3510c/Screenshot_2021-09-30_at_13.24.37.png" width="500px" /> <img src="https://gitlab.epfl.ch/lamp/cs210/uploads/58d513dee61f3584f3e5cf8b10d3510c/Screenshot_2021-09-30_at_13.24.37.png" width="400px" />
## Usage ## Usage
### Normal Scala files ### Standard Scala files
“Normal” Scala files (ending with `.scala`) must have a `@main` method. For example, [`01-java-threads.scala`](src/main/scala/lecture1/01-java-threads.scala), the main method is `testThreads`. You can run it from the command-line, first by entering the sbt shell: “Normal” Scala files (ending with `.scala`) must have a `@main` method. For example, [`01-java-threads.scala`](src/main/scala/lecture1/01-javaThreads.scala), the main method is `testThreads`. You can run it from the command-line, first by entering the sbt shell:
```bash ```bash
sbt sbt
...@@ -26,15 +27,15 @@ sbt ...@@ -26,15 +27,15 @@ sbt
and then by running: and then by running:
```bash ```bash
runMain testThreads runMain javaThreads
``` ```
where `testThreads` is the name of the `@main` function. This should output something similar to: where `javaThreads` is the name of a `@main` function. This should output something similar to:
``` ```
sbt:cs206-demos> run testThreads sbt:cs206-demos> run javaThreads
[info] compiling 1 Scala source to /Users/mbovel/cs206-demos/target/scala-3.2.0/classes ... [info] compiling 1 Scala source to /Users/me/cs206-demos/target/scala-3.2.0/classes ...
[info] running testThreads testThreads [info] running javaThreads javaThreads
Little threads did not start yet! Little threads did not start yet!
ThreadThread-3 has counter 0 ThreadThread-3 has counter 0
ThreadThread-2 has counter 0 ThreadThread-2 has counter 0
...@@ -52,8 +53,16 @@ You can also directly run it from VSCode using the `run` link: ...@@ -52,8 +53,16 @@ You can also directly run it from VSCode using the `run` link:
Inside `src/main/scala`, you can create Scala _worksheets_ (files ending with `.worksheet.sc`). These are special Scala files meant for experimentation where the result of every top-level expression is directly displayed in the IDE. See [the official tutorial about Scala worksheets](https://docs.scala-lang.org/scala3/book/tools-worksheets.html) for more details. Inside `src/main/scala`, you can create Scala _worksheets_ (files ending with `.worksheet.sc`). These are special Scala files meant for experimentation where the result of every top-level expression is directly displayed in the IDE. See [the official tutorial about Scala worksheets](https://docs.scala-lang.org/scala3/book/tools-worksheets.html) for more details.
We provide [`sumList.worksheet.sc`](src/main/scala/sumList.worksheet.sc) as an example. If you open it in VSCode, you should see the result of all top-level expressions automatically displayed: You can try [`01-sumList.worksheet.sc`](src/main/scala/ex01/01-sumList.worksheet.sc) as an example. If you open it in VSCode, you should see the result of all top-level expressions automatically displayed:
![Example of a worksheet opened in VSCode](images/worksheet_screenshot.png) ![Example of a worksheet opened in VSCode](images/worksheet_screenshot.jpg)
Try to change the code and you should see the results automatically updating! Try to change the code and you should see the results automatically updating!
### Format code
This project uses [scalafmt](https://scalameta.org/scalafmt/) to format code.
You can run the formatter using `sbt scalafmt`.
The code style is configured in [.scalafmt.conf](.scalafmt.conf).
benchmarks-results/graph.py 0 → 100644
View file @ 0f473913
from pathlib import Path
import json
import numpy as np
import pandas as pd
import plotly.express as px
from typing import Union, Literal
image_height = 800
def load_data(bench_suite):
for bench_file in Path(f"benchmarks/results").glob(f"*{bench_suite}*.json"):
(_, _, jvm, run) = bench_file.stem.split("-")
for data in json.loads(bench_file.read_bytes()):
benchmark = data["benchmark"].replace(
f"benchmarks.{bench_suite}.", "")
if "params" in data:
benchmark += "(" + ",".join(data["params"].values()) + ")"
for fork, times in enumerate(data["primaryMetric"]["rawData"]):
for time in times:
yield (jvm, benchmark, int(run), int(fork), time)
Scale = Union[Literal["lin"], Literal["log"]]
Mode = Union[Literal["bar"], Literal["strip"], Literal["box"]]
Orientation = Union[Literal["h"], Literal["v"]]
def make_bars_graph(bench_suite, max, mode: Mode, orientation: Orientation, scale: Scale):
df = pd.DataFrame(
load_data(bench_suite),
columns=("jvm", "benchmark", "run", "fork", "time")
)
if mode == "bar":
df = df.drop(columns=["run", "fork"])
df = df.groupby(["jvm", "benchmark"])
df = df.agg([("median", np.median), ("min", np.min), ("max", np.max)])
df = df.reset_index()
df.columns = [' '.join(col).strip() for col in df.columns.values]
df["time error minus"] = df["time median"] - df["time min"]
df["time error"] = df["time max"] - df["time median"]
reverse_order = orientation == "v"
df = df.sort_values(by=["jvm"], ascending=not reverse_order)
df = df.sort_values(by=["benchmark"], ascending=reverse_order)
args = {
"x" if orientation == "h" else "y": "time median" if mode == "bar" else "time",
"y" if orientation == "h" else "x": "benchmark",
"color": "jvm",
"orientation": orientation,
"color_discrete_sequence": px.colors.qualitative.Pastel1,
"template": "plotly_white"
}
if scale == "log":
args["log_x" if orientation == "h" else "log_y"] = True
elif scale == "lin":
args["range_x" if orientation == "h" else "range_y"] = [0, max]
if mode == "bar":
args |= {
"barmode": "group",
"error_x" if orientation == "h" else "error_y": "time error",
"error_x_minus" if orientation == "h" else "error_y_minus": "time error minus"
}
fig = getattr(px, mode)(df, **args)
log_note = "" if scale == "lin" else " Note the logarithmic scale."
layout_args = {
"title": bench_suite,
"xaxis_title" if orientation == "h" else "yaxis_title": f"Throughput [ops/s] (Higher is better.{log_note})",
"yaxis_title" if orientation == "h" else "xaxis_title": "Benchmark",
"legend_traceorder": "reversed"
}
fig.update_layout(**layout_args)
fig.write_html(
f"benchmarks/graphs/{bench_suite}-{mode}-{orientation}-{scale}.html",
include_plotlyjs='cdn'
)
fig.write_image(
f"benchmarks/graphs/{bench_suite}-{mode}-{orientation}-{scale}.svg",
height=image_height,
width=image_height * 1.5
)
make_bars_graph("AppendBenchmark", 450000000, "bar", "h", "log")
make_bars_graph("AppendBenchmark", 450000000, "box", "h", "log")
make_bars_graph("AppendBenchmark", 450000000, "strip", "h", "log")
make_bars_graph("SumBenchmark", 450000, "bar", "h", "lin")
make_bars_graph("SumBenchmark", 450000, "box", "h", "lin")
make_bars_graph("SumBenchmark", 450000, "strip", "h", "lin")
benchmarks-results/graphs/AppendBenchmark-bar-h-log.html 0 → 100644
View file @ 0f473913
<html>
<head><meta charset="utf-8" /></head>
<body>
<div> <script type="text/javascript">window.PlotlyConfig = {MathJaxConfig: 'local'};</script>
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\ No newline at end of file
benchmarks-results/graphs/AppendBenchmark-bar-h-log.svg 0 → 100644
View file @ 0f473913
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[info] welcome to sbt 1.7.1 (GraalVM Community Java 17.0.6)
[info] loading settings for project cs206-demos-build-build-build from metals.sbt ...
[info] loading project definition from /Users/mbovel/cs206-demos/project/project/project
[info] loading settings for project cs206-demos-build-build from metals.sbt ...
[info] loading project definition from /Users/mbovel/cs206-demos/project/project
[success] Generated .bloop/cs206-demos-build-build.json
[success] Total time: 0 s, completed Mar 4, 2023, 11:01:57 PM
[info] loading settings for project cs206-demos-build from metals.sbt,plugins.sbt ...
[info] loading project definition from /Users/mbovel/cs206-demos/project
[success] Generated .bloop/cs206-demos-build.json
[success] Total time: 0 s, completed Mar 4, 2023, 11:01:58 PM
[info] loading settings for project cs206-demos from build.sbt ...
[info] set current project to cs206-demos (in build file:/Users/mbovel/cs206-demos/)
[success] Total time: 0 s, completed Mar 4, 2023, 11:01:59 PM
[info] compiling 7 Scala sources and 1 Java source to /Users/mbovel/cs206-demos/target/scala-3.2.0/classes ...
[warn] there was 1 deprecation warning; re-run with -deprecation for details
[warn] one warning found
[info] done compiling
[info] running org.openjdk.jmh.generators.bytecode.JmhBytecodeGenerator /Users/mbovel/cs206-demos/target/scala-3.2.0/classes /Users/mbovel/cs206-demos/target/scala-3.2.0/src_managed/jmh /Users/mbovel/cs206-demos/target/scala-3.2.0/resource_managed/jmh default
Processing 18 classes from /Users/mbovel/cs206-demos/target/scala-3.2.0/classes with "reflection" generator
Writing out Java source to /Users/mbovel/cs206-demos/target/scala-3.2.0/src_managed/jmh and resources to /Users/mbovel/cs206-demos/target/scala-3.2.0/resource_managed/jmh
[info] compiling 22 Java sources to /Users/mbovel/cs206-demos/target/scala-3.2.0/classes ...
[info] done compiling
[info] running (fork) org.openjdk.jmh.Main -wi 5 -w 2 -i 5 -r 2 -f 4 -rf JSON -rff benchmarks/results/01-AppendBenchmark-graal-1.json AppendBenchmark
[info] # JMH version: 1.36
[info] # VM version: JDK 17.0.6, OpenJDK 64-Bit Server VM, 17.0.6+10-jvmci-22.3-b13
[info] # VM invoker: /private/var/root/Library/Caches/Coursier/arc/https/github.com/graalvm/graalvm-ce-builds/releases/download/vm-22.3.1/graalvm-ce-java17-darwin-amd64-22.3.1.tar.gz/graalvm-ce-java17-22.3.1/Contents/Home/bin/java
[info] # VM options: -XX:ThreadPriorityPolicy=1 -XX:+UnlockExperimentalVMOptions -XX:+EnableJVMCIProduct -XX:JVMCIThreadsPerNativeLibraryRuntime=1 -XX:-UnlockExperimentalVMOptions
[info] # Blackhole mode: compiler (auto-detected, use -Djmh.blackhole.autoDetect=false to disable)
[info] # Warmup: 5 iterations, 2 s each
[info] # Measurement: 5 iterations, 2 s each
[info] # Timeout: 10 min per iteration
[info] # Threads: 1 thread, will synchronize iterations
[info] # Benchmark mode: Throughput, ops/time
[info] # Benchmark: benchmarks.AppendBenchmark.bench00_prepend
[info] # Parameters: (seqType = List)
[info] # Run progress: 0.00% complete, ETA 00:05:20
[info] # Fork: 1 of 4
[info] # Warmup Iteration 1: 381047718.506 ops/s
[info] # Warmup Iteration 2: 427224393.761 ops/s
[info] # Warmup Iteration 3: 423193224.651 ops/s
[info] # Warmup Iteration 4: 431354803.364 ops/s
[info] # Warmup Iteration 5: 425292407.783 ops/s
[info] Iteration 1: 425146189.812 ops/s
[info] Iteration 2: 430857438.876 ops/s
[info] Iteration 3: 433401016.548 ops/s
[info] Iteration 4: 431815393.411 ops/s
[info] Iteration 5: 424883952.258 ops/s
[info] # Run progress: 6.25% complete, ETA 00:05:06
[info] # Fork: 2 of 4
[info] # Warmup Iteration 1: 380260895.661 ops/s
[info] # Warmup Iteration 2: 416517716.635 ops/s
[info] # Warmup Iteration 3: 421912958.285 ops/s
[info] # Warmup Iteration 4: 444073871.108 ops/s
[info] # Warmup Iteration 5: 458461559.778 ops/s
[info] Iteration 1: 461645065.699 ops/s
[info] Iteration 2: 460191539.438 ops/s
[info] Iteration 3: 448251623.657 ops/s
[info] Iteration 4: 434500677.474 ops/s
[info] Iteration 5: 431652735.206 ops/s
[info] # Run progress: 12.50% complete, ETA 00:04:45
[info] # Fork: 3 of 4
[info] # Warmup Iteration 1: 396905467.727 ops/s
[info] # Warmup Iteration 2: 444380307.150 ops/s
[info] # Warmup Iteration 3: 457208905.266 ops/s
[info] # Warmup Iteration 4: 452339719.713 ops/s
[info] # Warmup Iteration 5: 456114608.827 ops/s
[info] Iteration 1: 458010338.276 ops/s
[info] Iteration 2: 451956643.464 ops/s
[info] Iteration 3: 453840583.668 ops/s
[info] Iteration 4: 455799128.890 ops/s
[info] Iteration 5: 453870871.769 ops/s
[info] # Run progress: 18.75% complete, ETA 00:04:24
[info] # Fork: 4 of 4
[info] # Warmup Iteration 1: 400834886.163 ops/s
[info] # Warmup Iteration 2: 438573552.590 ops/s
[info] # Warmup Iteration 3: 456080197.521 ops/s
[info] # Warmup Iteration 4: 454083475.609 ops/s
[info] # Warmup Iteration 5: 456513879.642 ops/s
[info] Iteration 1: 458821573.624 ops/s
[info] Iteration 2: 461075371.213 ops/s
[info] Iteration 3: 456842043.263 ops/s
[info] Iteration 4: 444712875.199 ops/s
[info] Iteration 5: 446106131.214 ops/s
[info] Result "benchmarks.AppendBenchmark.bench00_prepend":
[info] 446169059.648 ±(99.9%) 11214208.796 ops/s [Average]
[info] (min, avg, max) = (424883952.258, 446169059.648, 461645065.699), stdev = 12914299.527
[info] CI (99.9%): [434954850.852, 457383268.444] (assumes normal distribution)
[info] # JMH version: 1.36
[info] # VM version: JDK 17.0.6, OpenJDK 64-Bit Server VM, 17.0.6+10-jvmci-22.3-b13
[info] # VM invoker: /private/var/root/Library/Caches/Coursier/arc/https/github.com/graalvm/graalvm-ce-builds/releases/download/vm-22.3.1/graalvm-ce-java17-darwin-amd64-22.3.1.tar.gz/graalvm-ce-java17-22.3.1/Contents/Home/bin/java
[info] # VM options: -XX:ThreadPriorityPolicy=1 -XX:+UnlockExperimentalVMOptions -XX:+EnableJVMCIProduct -XX:JVMCIThreadsPerNativeLibraryRuntime=1 -XX:-UnlockExperimentalVMOptions
[info] # Blackhole mode: compiler (auto-detected, use -Djmh.blackhole.autoDetect=false to disable)
[info] # Warmup: 5 iterations, 2 s each
[info] # Measurement: 5 iterations, 2 s each
[info] # Timeout: 10 min per iteration
[info] # Threads: 1 thread, will synchronize iterations
[info] # Benchmark mode: Throughput, ops/time
[info] # Benchmark: benchmarks.AppendBenchmark.bench00_prepend
[info] # Parameters: (seqType = Array)
[info] # Run progress: 25.00% complete, ETA 00:04:04
[info] # Fork: 1 of 4
[info] # Warmup Iteration 1: 296135.731 ops/s
[info] # Warmup Iteration 2: 348041.938 ops/s
[info] # Warmup Iteration 3: 360097.821 ops/s
[info] # Warmup Iteration 4: 358308.467 ops/s
[info] # Warmup Iteration 5: 361229.007 ops/s
[info] Iteration 1: 364067.835 ops/s
[info] Iteration 2: 365280.101 ops/s
[info] Iteration 3: 363320.612 ops/s
[info] Iteration 4: 362222.824 ops/s
[info] Iteration 5: 365114.857 ops/s
[info] # Run progress: 31.25% complete, ETA 00:03:44
[info] # Fork: 2 of 4
[info] # Warmup Iteration 1: 293597.068 ops/s
[info] # Warmup Iteration 2: 365364.171 ops/s
[info] # Warmup Iteration 3: 362408.373 ops/s
[info] # Warmup Iteration 4: 345699.759 ops/s
[info] # Warmup Iteration 5: 365643.772 ops/s
[info] Iteration 1: 368073.263 ops/s
[info] Iteration 2: 358380.082 ops/s
[info] Iteration 3: 364890.657 ops/s
[info] Iteration 4: 358686.319 ops/s
[info] Iteration 5: 364896.769 ops/s
[info] # Run progress: 37.50% complete, ETA 00:03:23
[info] # Fork: 3 of 4
[info] # Warmup Iteration 1: 285220.604 ops/s
[info] # Warmup Iteration 2: 368589.424 ops/s
[info] # Warmup Iteration 3: 364954.592 ops/s
[info] # Warmup Iteration 4: 362988.437 ops/s
[info] # Warmup Iteration 5: 365722.204 ops/s
[info] Iteration 1: 371750.633 ops/s
[info] Iteration 2: 370248.019 ops/s
[info] Iteration 3: 367284.467 ops/s
[info] Iteration 4: 361592.304 ops/s
[info] Iteration 5: 365939.979 ops/s
[info] # Run progress: 43.75% complete, ETA 00:03:03
[info] # Fork: 4 of 4
[info] # Warmup Iteration 1: 276001.317 ops/s
[info] # Warmup Iteration 2: 368081.922 ops/s
[info] # Warmup Iteration 3: 368137.082 ops/s
[info] # Warmup Iteration 4: 362280.179 ops/s
[info] # Warmup Iteration 5: 368830.032 ops/s
[info] Iteration 1: 372228.066 ops/s
[info] Iteration 2: 371676.239 ops/s
[info] Iteration 3: 369231.616 ops/s
[info] Iteration 4: 365359.077 ops/s
[info] Iteration 5: 368569.532 ops/s
[info] Result "benchmarks.AppendBenchmark.bench00_prepend":
[info] 365940.663 ±(99.9%) 3481.252 ops/s [Average]
[info] (min, avg, max) = (358380.082, 365940.663, 372228.066), stdev = 4009.015
[info] CI (99.9%): [362459.411, 369421.915] (assumes normal distribution)
[info] # JMH version: 1.36
[info] # VM version: JDK 17.0.6, OpenJDK 64-Bit Server VM, 17.0.6+10-jvmci-22.3-b13
[info] # VM invoker: /private/var/root/Library/Caches/Coursier/arc/https/github.com/graalvm/graalvm-ce-builds/releases/download/vm-22.3.1/graalvm-ce-java17-darwin-amd64-22.3.1.tar.gz/graalvm-ce-java17-22.3.1/Contents/Home/bin/java
[info] # VM options: -XX:ThreadPriorityPolicy=1 -XX:+UnlockExperimentalVMOptions -XX:+EnableJVMCIProduct -XX:JVMCIThreadsPerNativeLibraryRuntime=1 -XX:-UnlockExperimentalVMOptions
[info] # Blackhole mode: compiler (auto-detected, use -Djmh.blackhole.autoDetect=false to disable)
[info] # Warmup: 5 iterations, 2 s each
[info] # Measurement: 5 iterations, 2 s each
[info] # Timeout: 10 min per iteration
[info] # Threads: 1 thread, will synchronize iterations
[info] # Benchmark mode: Throughput, ops/time
[info] # Benchmark: benchmarks.AppendBenchmark.bench01_append
[info] # Parameters: (seqType = List)
[info] # Run progress: 50.00% complete, ETA 00:02:43
[info] # Fork: 1 of 4
[info] # Warmup Iteration 1: 24477.422 ops/s
[info] # Warmup Iteration 2: 28695.760 ops/s
[info] # Warmup Iteration 3: 29581.586 ops/s
[info] # Warmup Iteration 4: 29354.206 ops/s
[info] # Warmup Iteration 5: 30310.929 ops/s
[info] Iteration 1: 29852.693 ops/s
[info] Iteration 2: 30796.689 ops/s
[info] Iteration 3: 29769.087 ops/s
[info] Iteration 4: 29563.698 ops/s
[info] Iteration 5: 30235.122 ops/s
[info] # Run progress: 56.25% complete, ETA 00:02:22
[info] # Fork: 2 of 4
[info] # Warmup Iteration 1: 25576.154 ops/s
[info] # Warmup Iteration 2: 28892.287 ops/s
[info] # Warmup Iteration 3: 32405.438 ops/s
[info] # Warmup Iteration 4: 33109.307 ops/s
[info] # Warmup Iteration 5: 32416.613 ops/s
[info] Iteration 1: 33628.648 ops/s
[info] Iteration 2: 33577.180 ops/s
[info] Iteration 3: 32347.763 ops/s
[info] Iteration 4: 32932.022 ops/s
[info] Iteration 5: 33485.491 ops/s
[info] # Run progress: 62.50% complete, ETA 00:02:02
[info] # Fork: 3 of 4
[info] # Warmup Iteration 1: 24036.162 ops/s
[info] # Warmup Iteration 2: 28570.104 ops/s
[info] # Warmup Iteration 3: 29892.723 ops/s
[info] # Warmup Iteration 4: 31092.974 ops/s
[info] # Warmup Iteration 5: 30284.315 ops/s
[info] Iteration 1: 31314.878 ops/s
[info] Iteration 2: 31434.371 ops/s
[info] Iteration 3: 30720.359 ops/s
[info] Iteration 4: 30491.396 ops/s
[info] Iteration 5: 30625.042 ops/s
[info] # Run progress: 68.75% complete, ETA 00:01:41
[info] # Fork: 4 of 4
[info] # Warmup Iteration 1: 24291.201 ops/s
[info] # Warmup Iteration 2: 28245.687 ops/s
[info] # Warmup Iteration 3: 29010.364 ops/s
[info] # Warmup Iteration 4: 30675.160 ops/s
[info] # Warmup Iteration 5: 30696.314 ops/s
[info] Iteration 1: 30289.853 ops/s
[info] Iteration 2: 30630.345 ops/s
[info] Iteration 3: 29673.141 ops/s
[info] Iteration 4: 30628.296 ops/s
[info] Iteration 5: 30655.364 ops/s
[info] Result "benchmarks.AppendBenchmark.bench01_append":
[info] 31132.572 ±(99.9%) 1159.413 ops/s [Average]
[info] (min, avg, max) = (29563.698, 31132.572, 33628.648), stdev = 1335.182
[info] CI (99.9%): [29973.158, 32291.985] (assumes normal distribution)
[info] # JMH version: 1.36
[info] # VM version: JDK 17.0.6, OpenJDK 64-Bit Server VM, 17.0.6+10-jvmci-22.3-b13
[info] # VM invoker: /private/var/root/Library/Caches/Coursier/arc/https/github.com/graalvm/graalvm-ce-builds/releases/download/vm-22.3.1/graalvm-ce-java17-darwin-amd64-22.3.1.tar.gz/graalvm-ce-java17-22.3.1/Contents/Home/bin/java
[info] # VM options: -XX:ThreadPriorityPolicy=1 -XX:+UnlockExperimentalVMOptions -XX:+EnableJVMCIProduct -XX:JVMCIThreadsPerNativeLibraryRuntime=1 -XX:-UnlockExperimentalVMOptions
[info] # Blackhole mode: compiler (auto-detected, use -Djmh.blackhole.autoDetect=false to disable)
[info] # Warmup: 5 iterations, 2 s each
[info] # Measurement: 5 iterations, 2 s each
[info] # Timeout: 10 min per iteration
[info] # Threads: 1 thread, will synchronize iterations
[info] # Benchmark mode: Throughput, ops/time
[info] # Benchmark: benchmarks.AppendBenchmark.bench01_append
[info] # Parameters: (seqType = Array)
[info] # Run progress: 75.00% complete, ETA 00:01:21
[info] # Fork: 1 of 4
[info] # Warmup Iteration 1: 285220.028 ops/s
[info] # Warmup Iteration 2: 372124.146 ops/s
[info] # Warmup Iteration 3: 363692.939 ops/s
[info] # Warmup Iteration 4: 374041.506 ops/s
[info] # Warmup Iteration 5: 368938.188 ops/s
[info] Iteration 1: 372434.863 ops/s
[info] Iteration 2: 373849.268 ops/s
[info] Iteration 3: 361156.256 ops/s
[info] Iteration 4: 373436.761 ops/s
[info] Iteration 5: 373967.366 ops/s
[info] # Run progress: 81.25% complete, ETA 00:01:01
[info] # Fork: 2 of 4
[info] # Warmup Iteration 1: 301465.298 ops/s
[info] # Warmup Iteration 2: 367326.350 ops/s
[info] # Warmup Iteration 3: 356063.857 ops/s
[info] # Warmup Iteration 4: 368534.227 ops/s
[info] # Warmup Iteration 5: 363806.611 ops/s
[info] Iteration 1: 367803.555 ops/s
[info] Iteration 2: 369126.426 ops/s
[info] Iteration 3: 356404.739 ops/s
[info] Iteration 4: 368298.699 ops/s
[info] Iteration 5: 365936.150 ops/s
[info] # Run progress: 87.50% complete, ETA 00:00:40
[info] # Fork: 3 of 4
[info] # Warmup Iteration 1: 288105.135 ops/s
[info] # Warmup Iteration 2: 372135.962 ops/s
[info] # Warmup Iteration 3: 363791.208 ops/s
[info] # Warmup Iteration 4: 373039.977 ops/s
[info] # Warmup Iteration 5: 361349.933 ops/s
[info] Iteration 1: 374159.116 ops/s
[info] Iteration 2: 372721.858 ops/s
[info] Iteration 3: 363757.103 ops/s
[info] Iteration 4: 375390.866 ops/s
[info] Iteration 5: 372349.273 ops/s
[info] # Run progress: 93.75% complete, ETA 00:00:20
[info] # Fork: 4 of 4
[info] # Warmup Iteration 1: 283309.221 ops/s
[info] # Warmup Iteration 2: 369986.476 ops/s
[info] # Warmup Iteration 3: 360971.766 ops/s
[info] # Warmup Iteration 4: 372348.578 ops/s
[info] # Warmup Iteration 5: 368389.785 ops/s
[info] Iteration 1: 372475.707 ops/s
[info] Iteration 2: 370021.014 ops/s
[info] Iteration 3: 361357.288 ops/s
[info] Iteration 4: 372653.085 ops/s
[info] Iteration 5: 365504.041 ops/s
[info] Result "benchmarks.AppendBenchmark.bench01_append":
[info] 369140.172 ±(99.9%) 4577.124 ops/s [Average]
[info] (min, avg, max) = (356404.739, 369140.172, 375390.866), stdev = 5271.023
[info] CI (99.9%): [364563.048, 373717.296] (assumes normal distribution)
[info] # Run complete. Total time: 00:05:26
[info] REMEMBER: The numbers below are just data. To gain reusable insights, you need to follow up on
[info] why the numbers are the way they are. Use profilers (see -prof, -lprof), design factorial
[info] experiments, perform baseline and negative tests that provide experimental control, make sure
[info] the benchmarking environment is safe on JVM/OS/HW level, ask for reviews from the domain experts.
[info] Do not assume the numbers tell you what you want them to tell.
[info] NOTE: Current JVM experimentally supports Compiler Blackholes, and they are in use. Please exercise
[info] extra caution when trusting the results, look into the generated code to check the benchmark still
[info] works, and factor in a small probability of new VM bugs. Additionally, while comparisons between
[info] different JVMs are already problematic, the performance difference caused by different Blackhole
[info] modes can be very significant. Please make sure you use the consistent Blackhole mode for comparisons.
[info] Benchmark (seqType) Mode Cnt Score Error Units
[info] AppendBenchmark.bench00_prepend List thrpt 20 446169059.648 ± 11214208.796 ops/s
[info] AppendBenchmark.bench00_prepend Array thrpt 20 365940.663 ± 3481.252 ops/s
[info] AppendBenchmark.bench01_append List thrpt 20 31132.572 ± 1159.413 ops/s
[info] AppendBenchmark.bench01_append Array thrpt 20 369140.172 ± 4577.124 ops/s
[info] Benchmark result is saved to benchmarks/results/01-AppendBenchmark-graal-1.json
[success] Total time: 333 s (05:33), completed Mar 4, 2023, 11:07:31 PM
benchmarks/results/01-AppendBenchmark-graal.json → benchmarks-results/results/01-AppendBenchmark-graal-2.json
View file @ 0f473913
[ [
{ {
"jmhVersion" : "1.36", "jmhVersion" : "1.36",
"benchmark" : "benchmarks.AppendBenchmark.append", "benchmark" : "benchmarks.AppendBenchmark.bench00_prepend",
"mode" : "thrpt", "mode" : "thrpt",
"threads" : 1, "threads" : 1,
"forks" : 3, "forks" : 4,
"jvm" : "/Users/mbovel/Library/Caches/Coursier/arc/https/github.com/graalvm/graalvm-ce-builds/releases/download/vm-22.1.0/graalvm-ce-java17-darwin-amd64-22.1.0.tar.gz/graalvm-ce-java17-22.1.0/Contents/Home/bin/java", "jvm" : "/private/var/root/Library/Caches/Coursier/arc/https/github.com/graalvm/graalvm-ce-builds/releases/download/vm-22.3.1/graalvm-ce-java17-darwin-amd64-22.3.1.tar.gz/graalvm-ce-java17-22.3.1/Contents/Home/bin/java",
"jvmArgs" : [ "jvmArgs" : [
"-XX:ThreadPriorityPolicy=1", "-XX:ThreadPriorityPolicy=1",
"-XX:+UnlockExperimentalVMOptions", "-XX:+UnlockExperimentalVMOptions",
"-XX:+EnableJVMCIProduct", "-XX:+EnableJVMCIProduct",
"-XX:JVMCIThreadsPerNativeLibraryRuntime=1",
"-XX:-UnlockExperimentalVMOptions" "-XX:-UnlockExperimentalVMOptions"
], ],
"jdkVersion" : "17.0.3", "jdkVersion" : "17.0.6",
"vmName" : "OpenJDK 64-Bit Server VM", "vmName" : "OpenJDK 64-Bit Server VM",
"vmVersion" : "17.0.3+7-jvmci-22.1-b06", "vmVersion" : "17.0.6+10-jvmci-22.3-b13",
"warmupIterations" : 5, "warmupIterations" : 5,
"warmupTime" : "2 s", "warmupTime" : "2 s",
"warmupBatchSize" : 1, "warmupBatchSize" : 1,
...@@ -25,46 +26,53 @@ ...@@ -25,46 +26,53 @@
"seqType" : "List" "seqType" : "List"
}, },
"primaryMetric" : { "primaryMetric" : {
"score" : 27587.333068903525, "score" : 4.303102373312954E8,
"scoreError" : 779.2765057384485, "scoreError" : 2.7241588294618838E7,
"scoreConfidence" : [ "scoreConfidence" : [
26808.056563165075, 4.030686490366765E8,
28366.609574641974 4.575518256259142E8
], ],
"scorePercentiles" : { "scorePercentiles" : {
"0.0" : 26636.45875836399, "0.0" : 3.5630888951232433E8,
"50.0" : 27488.761014323347, "50.0" : 4.363455779735644E8,
"90.0" : 28685.1532239159, "90.0" : 4.6074719282569426E8,
"95.0" : 28702.604248089287, "95.0" : 4.631307304661605E8,
"99.0" : 28702.604248089287, "99.0" : 4.632522954921272E8,
"99.9" : 28702.604248089287, "99.9" : 4.632522954921272E8,
"99.99" : 28702.604248089287, "99.99" : 4.632522954921272E8,
"99.999" : 28702.604248089287, "99.999" : 4.632522954921272E8,
"99.9999" : 28702.604248089287, "99.9999" : 4.632522954921272E8,
"100.0" : 28702.604248089287 "100.0" : 4.632522954921272E8
}, },
"scoreUnit" : "ops/s", "scoreUnit" : "ops/s",
"rawData" : [ "rawData" : [
[ [
27111.252411579146, 4.065848481908778E8,
26636.45875836399, 3.9978214124478275E8,
26720.764406935567, 3.5630888951232433E8,
26775.098116512247, 3.682305721780129E8,
27081.815054246406 4.030907216002676E8
], ],
[ [
28597.10589402873, 4.239890786574598E8,
27787.75909589271, 4.1862561216841006E8,
28702.604248089287, 4.236333284177736E8,
28673.519207800306, 4.2100190182708114E8,
28544.426688870448 4.268119512233757E8
], ],
[ [
27488.761014323347, 4.6008297350180113E8,
27163.74972661148, 4.576221812148033E8,
27608.60705159241, 4.579765220764096E8,
27558.662512558556, 4.47162800425273E8,
27359.411846148207 4.5816857537053376E8
],
[
4.608209949727935E8,
4.5615324497882104E8,
4.632522954921272E8,
4.5102690884922475E8,
4.458792047237531E8
] ]
] ]
}, },
...@@ -73,20 +81,21 @@ ...@@ -73,20 +81,21 @@
}, },
{ {
"jmhVersion" : "1.36", "jmhVersion" : "1.36",
"benchmark" : "benchmarks.AppendBenchmark.append", "benchmark" : "benchmarks.AppendBenchmark.bench00_prepend",
"mode" : "thrpt", "mode" : "thrpt",
"threads" : 1, "threads" : 1,
"forks" : 3, "forks" : 4,
"jvm" : "/Users/mbovel/Library/Caches/Coursier/arc/https/github.com/graalvm/graalvm-ce-builds/releases/download/vm-22.1.0/graalvm-ce-java17-darwin-amd64-22.1.0.tar.gz/graalvm-ce-java17-22.1.0/Contents/Home/bin/java", "jvm" : "/private/var/root/Library/Caches/Coursier/arc/https/github.com/graalvm/graalvm-ce-builds/releases/download/vm-22.3.1/graalvm-ce-java17-darwin-amd64-22.3.1.tar.gz/graalvm-ce-java17-22.3.1/Contents/Home/bin/java",
"jvmArgs" : [ "jvmArgs" : [
"-XX:ThreadPriorityPolicy=1", "-XX:ThreadPriorityPolicy=1",
"-XX:+UnlockExperimentalVMOptions", "-XX:+UnlockExperimentalVMOptions",
"-XX:+EnableJVMCIProduct", "-XX:+EnableJVMCIProduct",
"-XX:JVMCIThreadsPerNativeLibraryRuntime=1",
"-XX:-UnlockExperimentalVMOptions" "-XX:-UnlockExperimentalVMOptions"
], ],
"jdkVersion" : "17.0.3", "jdkVersion" : "17.0.6",
"vmName" : "OpenJDK 64-Bit Server VM", "vmName" : "OpenJDK 64-Bit Server VM",
"vmVersion" : "17.0.3+7-jvmci-22.1-b06", "vmVersion" : "17.0.6+10-jvmci-22.3-b13",
"warmupIterations" : 5, "warmupIterations" : 5,
"warmupTime" : "2 s", "warmupTime" : "2 s",
"warmupBatchSize" : 1, "warmupBatchSize" : 1,
...@@ -97,46 +106,53 @@ ...@@ -97,46 +106,53 @@
"seqType" : "Array" "seqType" : "Array"
}, },
"primaryMetric" : { "primaryMetric" : {
"score" : 344200.9303667864, "score" : 350735.34944515524,
"scoreError" : 4812.005845702596, "scoreError" : 24594.57372149175,
"scoreConfidence" : [ "scoreConfidence" : [
339388.92452108377, 326140.7757236635,
349012.936212489 375329.923166647
], ],
"scorePercentiles" : { "scorePercentiles" : {
"0.0" : 335513.69442157826, "0.0" : 299374.76674105634,
"50.0" : 345190.53051164455, "50.0" : 365986.01129041135,
"90.0" : 349000.0024104471, "90.0" : 372760.74312900606,
"95.0" : 349203.57322418, "95.0" : 373043.87237984827,
"99.0" : 349203.57322418, "99.0" : 373053.1024960967,
"99.9" : 349203.57322418, "99.9" : 373053.1024960967,
"99.99" : 349203.57322418, "99.99" : 373053.1024960967,
"99.999" : 349203.57322418, "99.999" : 373053.1024960967,
"99.9999" : 349203.57322418, "99.9999" : 373053.1024960967,
"100.0" : 349203.57322418 "100.0" : 373053.1024960967
}, },
"scoreUnit" : "ops/s", "scoreUnit" : "ops/s",
"rawData" : [ "rawData" : [
[ [
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338457.2229450535, 364389.4925934419,
347095.78308374365, 369274.42815437744,
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342637.98563686473 369455.7461529183
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}, },
...@@ -145,20 +161,21 @@ ...@@ -145,20 +161,21 @@
}, },
{ {
"jmhVersion" : "1.36", "jmhVersion" : "1.36",
"benchmark" : "benchmarks.AppendBenchmark.prepend", "benchmark" : "benchmarks.AppendBenchmark.bench01_append",
"mode" : "thrpt", "mode" : "thrpt",
"threads" : 1, "threads" : 1,
"forks" : 3, "forks" : 4,
"jvm" : "/Users/mbovel/Library/Caches/Coursier/arc/https/github.com/graalvm/graalvm-ce-builds/releases/download/vm-22.1.0/graalvm-ce-java17-darwin-amd64-22.1.0.tar.gz/graalvm-ce-java17-22.1.0/Contents/Home/bin/java", "jvm" : "/private/var/root/Library/Caches/Coursier/arc/https/github.com/graalvm/graalvm-ce-builds/releases/download/vm-22.3.1/graalvm-ce-java17-darwin-amd64-22.3.1.tar.gz/graalvm-ce-java17-22.3.1/Contents/Home/bin/java",
"jvmArgs" : [ "jvmArgs" : [
"-XX:ThreadPriorityPolicy=1", "-XX:ThreadPriorityPolicy=1",
"-XX:+UnlockExperimentalVMOptions", "-XX:+UnlockExperimentalVMOptions",
"-XX:+EnableJVMCIProduct", "-XX:+EnableJVMCIProduct",
"-XX:JVMCIThreadsPerNativeLibraryRuntime=1",
"-XX:-UnlockExperimentalVMOptions" "-XX:-UnlockExperimentalVMOptions"
], ],
"jdkVersion" : "17.0.3", "jdkVersion" : "17.0.6",
"vmName" : "OpenJDK 64-Bit Server VM", "vmName" : "OpenJDK 64-Bit Server VM",
"vmVersion" : "17.0.3+7-jvmci-22.1-b06", "vmVersion" : "17.0.6+10-jvmci-22.3-b13",
"warmupIterations" : 5, "warmupIterations" : 5,
"warmupTime" : "2 s", "warmupTime" : "2 s",
"warmupBatchSize" : 1, "warmupBatchSize" : 1,
...@@ -169,46 +186,53 @@ ...@@ -169,46 +186,53 @@
"seqType" : "List" "seqType" : "List"
}, },
"primaryMetric" : { "primaryMetric" : {
"score" : 4.395185336245844E8, "score" : 30842.84622872265,
"scoreError" : 3139396.75945374, "scoreError" : 487.5627340953036,
"scoreConfidence" : [ "scoreConfidence" : [
4.3637913686513066E8, 30355.283494627347,
4.426579303840381E8 31330.408962817954
], ],
"scorePercentiles" : { "scorePercentiles" : {
"0.0" : 4.3251206882940674E8, "0.0" : 30000.579763015397,
"50.0" : 4.398418127026027E8, "50.0" : 30999.946453911518,
"90.0" : 4.430192990268462E8, "90.0" : 31407.235621306805,
"95.0" : 4.431416206658778E8, "95.0" : 31832.653938144635,
"99.0" : 4.431416206658778E8, "99.0" : 31854.892816202293,
"99.9" : 4.431416206658778E8, "99.9" : 31854.892816202293,
"99.99" : 4.431416206658778E8, "99.99" : 31854.892816202293,
"99.999" : 4.431416206658778E8, "99.999" : 31854.892816202293,
"99.9999" : 4.431416206658778E8, "99.9999" : 31854.892816202293,
"100.0" : 4.431416206658778E8 "100.0" : 31854.892816202293
}, },
"scoreUnit" : "ops/s", "scoreUnit" : "ops/s",
"rawData" : [ "rawData" : [
[ [
4.4050388151310176E8, 30280.07451355916,
4.3251206882940674E8, 30099.64735823445,
4.405673125027769E8, 30000.579763015397,
4.395851001355608E8, 30430.946624009135,
4.367754743472891E8 30606.98918276329
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[ [
4.349592511520088E8, 31222.03093552812,
4.3916490937986904E8, 31107.874250478977,
4.429377512674917E8, 30658.834011531024,
4.4243404734922457E8, 31381.3189176262,
4.398418127026027E8 31282.972088173054
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[ [
4.398461243347277E8, 31221.948429473752,
4.395025558003625E8, 31305.70987123618,
4.431416206658778E8, 30892.01865734406,
4.42185188952101E8, 31210.856235594634,
4.388209054363641E8 31854.892816202293
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[
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30272.118159122958,
30053.845938311544,
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30208.87971932399
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] ]
}, },
...@@ -217,20 +241,21 @@ ...@@ -217,20 +241,21 @@
}, },
{ {
"jmhVersion" : "1.36", "jmhVersion" : "1.36",
"benchmark" : "benchmarks.AppendBenchmark.prepend", "benchmark" : "benchmarks.AppendBenchmark.bench01_append",
"mode" : "thrpt", "mode" : "thrpt",
"threads" : 1, "threads" : 1,
"forks" : 3, "forks" : 4,
"jvm" : "/Users/mbovel/Library/Caches/Coursier/arc/https/github.com/graalvm/graalvm-ce-builds/releases/download/vm-22.1.0/graalvm-ce-java17-darwin-amd64-22.1.0.tar.gz/graalvm-ce-java17-22.1.0/Contents/Home/bin/java", "jvm" : "/private/var/root/Library/Caches/Coursier/arc/https/github.com/graalvm/graalvm-ce-builds/releases/download/vm-22.3.1/graalvm-ce-java17-darwin-amd64-22.3.1.tar.gz/graalvm-ce-java17-22.3.1/Contents/Home/bin/java",
"jvmArgs" : [ "jvmArgs" : [
"-XX:ThreadPriorityPolicy=1", "-XX:ThreadPriorityPolicy=1",
"-XX:+UnlockExperimentalVMOptions", "-XX:+UnlockExperimentalVMOptions",
"-XX:+EnableJVMCIProduct", "-XX:+EnableJVMCIProduct",
"-XX:JVMCIThreadsPerNativeLibraryRuntime=1",
"-XX:-UnlockExperimentalVMOptions" "-XX:-UnlockExperimentalVMOptions"
], ],
"jdkVersion" : "17.0.3", "jdkVersion" : "17.0.6",
"vmName" : "OpenJDK 64-Bit Server VM", "vmName" : "OpenJDK 64-Bit Server VM",
"vmVersion" : "17.0.3+7-jvmci-22.1-b06", "vmVersion" : "17.0.6+10-jvmci-22.3-b13",
"warmupIterations" : 5, "warmupIterations" : 5,
"warmupTime" : "2 s", "warmupTime" : "2 s",
"warmupBatchSize" : 1, "warmupBatchSize" : 1,
...@@ -241,46 +266,53 @@ ...@@ -241,46 +266,53 @@
"seqType" : "Array" "seqType" : "Array"
}, },
"primaryMetric" : { "primaryMetric" : {
"score" : 341616.072093229, "score" : 364745.5936869782,
"scoreError" : 4617.045948970469, "scoreError" : 11566.73317748211,
"scoreConfidence" : [ "scoreConfidence" : [
336999.0261442585, 353178.8605094961,
346233.11804219946 376312.3268644603
], ],
"scorePercentiles" : { "scorePercentiles" : {
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"50.0" : 342027.99826289166, "50.0" : 370705.6558278879,
"90.0" : 348262.1716729684, "90.0" : 373174.72300587053,
"95.0" : 348476.38707334053, "95.0" : 375312.3523448463,
"99.0" : 348476.38707334053, "99.0" : 375421.573033883,
"99.9" : 348476.38707334053, "99.9" : 375421.573033883,
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"99.999" : 348476.38707334053, "99.999" : 375421.573033883,
"99.9999" : 348476.38707334053, "99.9999" : 375421.573033883,
"100.0" : 348476.38707334053 "100.0" : 375421.573033883
}, },
"scoreUnit" : "ops/s", "scoreUnit" : "ops/s",
"rawData" : [ "rawData" : [
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344190.1716899578, 329223.05143850186,
344499.35789462976, 337319.07794820616,
335491.8735168729 370994.32794855273
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}, },
......
benchmarks-results/results/01-AppendBenchmark-graal-2.txt 0 → 100644
View file @ 0f473913
[info] welcome to sbt 1.7.1 (GraalVM Community Java 17.0.6)
[info] loading settings for project cs206-demos-build-build-build from metals.sbt ...
[info] loading project definition from /Users/mbovel/cs206-demos/project/project/project
[info] loading settings for project cs206-demos-build-build from metals.sbt ...
[info] loading project definition from /Users/mbovel/cs206-demos/project/project
[success] Generated .bloop/cs206-demos-build-build.json
[success] Total time: 0 s, completed Mar 5, 2023, 12:50:13 PM
[info] loading settings for project cs206-demos-build from metals.sbt,plugins.sbt ...
[info] loading project definition from /Users/mbovel/cs206-demos/project
[success] Generated .bloop/cs206-demos-build.json
[success] Total time: 0 s, completed Mar 5, 2023, 12:50:14 PM
[info] loading settings for project cs206-demos from build.sbt ...
[info] set current project to cs206-demos (in build file:/Users/mbovel/cs206-demos/)
[success] Total time: 0 s, completed Mar 5, 2023, 12:50:15 PM
[info] compiling 7 Scala sources and 1 Java source to /Users/mbovel/cs206-demos/target/scala-3.2.0/classes ...
[warn] there was 1 deprecation warning; re-run with -deprecation for details
[warn] one warning found
[info] done compiling
[info] running org.openjdk.jmh.generators.bytecode.JmhBytecodeGenerator /Users/mbovel/cs206-demos/target/scala-3.2.0/classes /Users/mbovel/cs206-demos/target/scala-3.2.0/src_managed/jmh /Users/mbovel/cs206-demos/target/scala-3.2.0/resource_managed/jmh default
Processing 18 classes from /Users/mbovel/cs206-demos/target/scala-3.2.0/classes with "reflection" generator
Writing out Java source to /Users/mbovel/cs206-demos/target/scala-3.2.0/src_managed/jmh and resources to /Users/mbovel/cs206-demos/target/scala-3.2.0/resource_managed/jmh
[info] compiling 22 Java sources to /Users/mbovel/cs206-demos/target/scala-3.2.0/classes ...
[info] done compiling
[info] running (fork) org.openjdk.jmh.Main -wi 5 -w 2 -i 5 -r 2 -f 4 -rf JSON -rff benchmarks/results/01-AppendBenchmark-graal-2.json AppendBenchmark
[info] # JMH version: 1.36
[info] # VM version: JDK 17.0.6, OpenJDK 64-Bit Server VM, 17.0.6+10-jvmci-22.3-b13
[info] # VM invoker: /private/var/root/Library/Caches/Coursier/arc/https/github.com/graalvm/graalvm-ce-builds/releases/download/vm-22.3.1/graalvm-ce-java17-darwin-amd64-22.3.1.tar.gz/graalvm-ce-java17-22.3.1/Contents/Home/bin/java
[info] # VM options: -XX:ThreadPriorityPolicy=1 -XX:+UnlockExperimentalVMOptions -XX:+EnableJVMCIProduct -XX:JVMCIThreadsPerNativeLibraryRuntime=1 -XX:-UnlockExperimentalVMOptions
[info] # Blackhole mode: compiler (auto-detected, use -Djmh.blackhole.autoDetect=false to disable)
[info] # Warmup: 5 iterations, 2 s each
[info] # Measurement: 5 iterations, 2 s each
[info] # Timeout: 10 min per iteration
[info] # Threads: 1 thread, will synchronize iterations
[info] # Benchmark mode: Throughput, ops/time
[info] # Benchmark: benchmarks.AppendBenchmark.bench00_prepend
[info] # Parameters: (seqType = List)
[info] # Run progress: 0.00% complete, ETA 00:05:20
[info] # Fork: 1 of 4
[info] # Warmup Iteration 1: 391613636.238 ops/s
[info] # Warmup Iteration 2: 429588721.966 ops/s
[info] # Warmup Iteration 3: 428049250.909 ops/s
[info] # Warmup Iteration 4: 406963029.136 ops/s
[info] # Warmup Iteration 5: 401672158.701 ops/s
[info] Iteration 1: 406584848.191 ops/s
[info] Iteration 2: 399782141.245 ops/s
[info] Iteration 3: 356308889.512 ops/s
[info] Iteration 4: 368230572.178 ops/s
[info] Iteration 5: 403090721.600 ops/s
[info] # Run progress: 6.25% complete, ETA 00:05:05
[info] # Fork: 2 of 4
[info] # Warmup Iteration 1: 364466258.024 ops/s
[info] # Warmup Iteration 2: 415278299.041 ops/s
[info] # Warmup Iteration 3: 418841262.042 ops/s
[info] # Warmup Iteration 4: 416924569.493 ops/s
[info] # Warmup Iteration 5: 421497807.735 ops/s
[info] Iteration 1: 423989078.657 ops/s
[info] Iteration 2: 418625612.168 ops/s
[info] Iteration 3: 423633328.418 ops/s
[info] Iteration 4: 421001901.827 ops/s
[info] Iteration 5: 426811951.223 ops/s
[info] # Run progress: 12.50% complete, ETA 00:04:45
[info] # Fork: 3 of 4
[info] # Warmup Iteration 1: 370583021.187 ops/s
[info] # Warmup Iteration 2: 435513606.208 ops/s
[info] # Warmup Iteration 3: 449285411.610 ops/s
[info] # Warmup Iteration 4: 442676172.017 ops/s
[info] # Warmup Iteration 5: 459864180.424 ops/s
[info] Iteration 1: 460082973.502 ops/s
[info] Iteration 2: 457622181.215 ops/s
[info] Iteration 3: 457976522.076 ops/s
[info] Iteration 4: 447162800.425 ops/s
[info] Iteration 5: 458168575.371 ops/s
[info] # Run progress: 18.75% complete, ETA 00:04:25
[info] # Fork: 4 of 4
[info] # Warmup Iteration 1: 401558978.752 ops/s
[info] # Warmup Iteration 2: 429946047.540 ops/s
[info] # Warmup Iteration 3: 452599874.717 ops/s
[info] # Warmup Iteration 4: 455637485.376 ops/s
[info] # Warmup Iteration 5: 461309972.898 ops/s
[info] Iteration 1: 460820994.973 ops/s
[info] Iteration 2: 456153244.979 ops/s
[info] Iteration 3: 463252295.492 ops/s
[info] Iteration 4: 451026908.849 ops/s
[info] Iteration 5: 445879204.724 ops/s
[info] Result "benchmarks.AppendBenchmark.bench00_prepend":
[info] 430310237.331 ±(99.9%) 27241588.295 ops/s [Average]
[info] (min, avg, max) = (356308889.512, 430310237.331, 463252295.492), stdev = 31371453.592
[info] CI (99.9%): [403068649.037, 457551825.626] (assumes normal distribution)
[info] # JMH version: 1.36
[info] # VM version: JDK 17.0.6, OpenJDK 64-Bit Server VM, 17.0.6+10-jvmci-22.3-b13
[info] # VM invoker: /private/var/root/Library/Caches/Coursier/arc/https/github.com/graalvm/graalvm-ce-builds/releases/download/vm-22.3.1/graalvm-ce-java17-darwin-amd64-22.3.1.tar.gz/graalvm-ce-java17-22.3.1/Contents/Home/bin/java
[info] # VM options: -XX:ThreadPriorityPolicy=1 -XX:+UnlockExperimentalVMOptions -XX:+EnableJVMCIProduct -XX:JVMCIThreadsPerNativeLibraryRuntime=1 -XX:-UnlockExperimentalVMOptions
[info] # Blackhole mode: compiler (auto-detected, use -Djmh.blackhole.autoDetect=false to disable)
[info] # Warmup: 5 iterations, 2 s each
[info] # Measurement: 5 iterations, 2 s each
[info] # Timeout: 10 min per iteration
[info] # Threads: 1 thread, will synchronize iterations
[info] # Benchmark mode: Throughput, ops/time
[info] # Benchmark: benchmarks.AppendBenchmark.bench00_prepend
[info] # Parameters: (seqType = Array)
[info] # Run progress: 25.00% complete, ETA 00:04:04
[info] # Fork: 1 of 4
[info] # Warmup Iteration 1: 300145.909 ops/s
[info] # Warmup Iteration 2: 366703.342 ops/s
[info] # Warmup Iteration 3: 366284.098 ops/s
[info] # Warmup Iteration 4: 360692.130 ops/s
[info] # Warmup Iteration 5: 362061.133 ops/s
[info] Iteration 1: 368471.311 ops/s
[info] Iteration 2: 364389.493 ops/s
[info] Iteration 3: 369274.428 ops/s
[info] Iteration 4: 361768.574 ops/s
[info] Iteration 5: 369455.746 ops/s
[info] # Run progress: 31.25% complete, ETA 00:03:44
[info] # Fork: 2 of 4
[info] # Warmup Iteration 1: 289697.373 ops/s
[info] # Warmup Iteration 2: 370188.440 ops/s
[info] # Warmup Iteration 3: 372434.071 ops/s
[info] # Warmup Iteration 4: 363520.485 ops/s
[info] # Warmup Iteration 5: 372521.822 ops/s
[info] Iteration 1: 371790.930 ops/s
[info] Iteration 2: 373053.102 ops/s
[info] Iteration 3: 367582.530 ops/s
[info] Iteration 4: 362853.883 ops/s
[info] Iteration 5: 371606.448 ops/s
[info] # Run progress: 37.50% complete, ETA 00:03:23
[info] # Fork: 3 of 4
[info] # Warmup Iteration 1: 289813.800 ops/s
[info] # Warmup Iteration 2: 369458.667 ops/s
[info] # Warmup Iteration 3: 372437.739 ops/s
[info] # Warmup Iteration 4: 364467.158 ops/s
[info] # Warmup Iteration 5: 371778.750 ops/s
[info] Iteration 1: 328081.372 ops/s
[info] Iteration 2: 369703.497 ops/s
[info] Iteration 3: 371471.684 ops/s
[info] Iteration 4: 362630.111 ops/s
[info] Iteration 5: 372868.500 ops/s
[info] # Run progress: 43.75% complete, ETA 00:03:03
[info] # Fork: 4 of 4
[info] # Warmup Iteration 1: 289966.934 ops/s
[info] # Warmup Iteration 2: 369864.795 ops/s
[info] # Warmup Iteration 3: 370581.719 ops/s
[info] # Warmup Iteration 4: 318985.504 ops/s
[info] # Warmup Iteration 5: 287819.941 ops/s
[info] Iteration 1: 310889.685 ops/s
[info] Iteration 2: 313411.212 ops/s
[info] Iteration 3: 299374.767 ops/s
[info] Iteration 4: 300812.244 ops/s
[info] Iteration 5: 305217.473 ops/s
[info] Result "benchmarks.AppendBenchmark.bench00_prepend":
[info] 350735.349 ±(99.9%) 24594.574 ops/s [Average]
[info] (min, avg, max) = (299374.767, 350735.349, 373053.102), stdev = 28323.148
[info] CI (99.9%): [326140.776, 375329.923] (assumes normal distribution)
[info] # JMH version: 1.36
[info] # VM version: JDK 17.0.6, OpenJDK 64-Bit Server VM, 17.0.6+10-jvmci-22.3-b13
[info] # VM invoker: /private/var/root/Library/Caches/Coursier/arc/https/github.com/graalvm/graalvm-ce-builds/releases/download/vm-22.3.1/graalvm-ce-java17-darwin-amd64-22.3.1.tar.gz/graalvm-ce-java17-22.3.1/Contents/Home/bin/java
[info] # VM options: -XX:ThreadPriorityPolicy=1 -XX:+UnlockExperimentalVMOptions -XX:+EnableJVMCIProduct -XX:JVMCIThreadsPerNativeLibraryRuntime=1 -XX:-UnlockExperimentalVMOptions
[info] # Blackhole mode: compiler (auto-detected, use -Djmh.blackhole.autoDetect=false to disable)
[info] # Warmup: 5 iterations, 2 s each
[info] # Measurement: 5 iterations, 2 s each
[info] # Timeout: 10 min per iteration
[info] # Threads: 1 thread, will synchronize iterations
[info] # Benchmark mode: Throughput, ops/time
[info] # Benchmark: benchmarks.AppendBenchmark.bench01_append
[info] # Parameters: (seqType = List)
[info] # Run progress: 50.00% complete, ETA 00:02:43
[info] # Fork: 1 of 4
[info] # Warmup Iteration 1: 24454.779 ops/s
[info] # Warmup Iteration 2: 27701.177 ops/s
[info] # Warmup Iteration 3: 29648.150 ops/s
[info] # Warmup Iteration 4: 29607.508 ops/s
[info] # Warmup Iteration 5: 30850.342 ops/s
[info] Iteration 1: 30280.075 ops/s
[info] Iteration 2: 30099.647 ops/s
[info] Iteration 3: 30000.580 ops/s
[info] Iteration 4: 30430.947 ops/s
[info] Iteration 5: 30606.989 ops/s
[info] # Run progress: 56.25% complete, ETA 00:02:22
[info] # Fork: 2 of 4
[info] # Warmup Iteration 1: 24748.018 ops/s
[info] # Warmup Iteration 2: 28221.599 ops/s
[info] # Warmup Iteration 3: 30973.738 ops/s
[info] # Warmup Iteration 4: 31247.369 ops/s
[info] # Warmup Iteration 5: 30812.258 ops/s
[info] Iteration 1: 31222.031 ops/s
[info] Iteration 2: 31107.874 ops/s
[info] Iteration 3: 30658.834 ops/s
[info] Iteration 4: 31381.319 ops/s
[info] Iteration 5: 31282.972 ops/s
[info] # Run progress: 62.50% complete, ETA 00:02:02
[info] # Fork: 3 of 4
[info] # Warmup Iteration 1: 25681.439 ops/s
[info] # Warmup Iteration 2: 28214.213 ops/s
[info] # Warmup Iteration 3: 30657.366 ops/s
[info] # Warmup Iteration 4: 30526.860 ops/s
[info] # Warmup Iteration 5: 31030.973 ops/s
[info] Iteration 1: 31221.948 ops/s
[info] Iteration 2: 31305.710 ops/s
[info] Iteration 3: 30892.019 ops/s
[info] Iteration 4: 31210.856 ops/s
[info] Iteration 5: 31854.893 ops/s
[info] # Run progress: 68.75% complete, ETA 00:01:41
[info] # Fork: 4 of 4
[info] # Warmup Iteration 1: 24203.958 ops/s
[info] # Warmup Iteration 2: 28595.311 ops/s
[info] # Warmup Iteration 3: 30283.665 ops/s
[info] # Warmup Iteration 4: 30848.345 ops/s
[info] # Warmup Iteration 5: 30782.946 ops/s
[info] Iteration 1: 31410.115 ops/s
[info] Iteration 2: 30272.118 ops/s
[info] Iteration 3: 30053.846 ops/s
[info] Iteration 4: 31355.272 ops/s
[info] Iteration 5: 30208.880 ops/s
[info] Result "benchmarks.AppendBenchmark.bench01_append":
[info] 30842.846 ±(99.9%) 487.563 ops/s [Average]
[info] (min, avg, max) = (30000.580, 30842.846, 31854.893), stdev = 561.478
[info] CI (99.9%): [30355.283, 31330.409] (assumes normal distribution)
[info] # JMH version: 1.36
[info] # VM version: JDK 17.0.6, OpenJDK 64-Bit Server VM, 17.0.6+10-jvmci-22.3-b13
[info] # VM invoker: /private/var/root/Library/Caches/Coursier/arc/https/github.com/graalvm/graalvm-ce-builds/releases/download/vm-22.3.1/graalvm-ce-java17-darwin-amd64-22.3.1.tar.gz/graalvm-ce-java17-22.3.1/Contents/Home/bin/java
[info] # VM options: -XX:ThreadPriorityPolicy=1 -XX:+UnlockExperimentalVMOptions -XX:+EnableJVMCIProduct -XX:JVMCIThreadsPerNativeLibraryRuntime=1 -XX:-UnlockExperimentalVMOptions
[info] # Blackhole mode: compiler (auto-detected, use -Djmh.blackhole.autoDetect=false to disable)
[info] # Warmup: 5 iterations, 2 s each
[info] # Measurement: 5 iterations, 2 s each
[info] # Timeout: 10 min per iteration
[info] # Threads: 1 thread, will synchronize iterations
[info] # Benchmark mode: Throughput, ops/time
[info] # Benchmark: benchmarks.AppendBenchmark.bench01_append
[info] # Parameters: (seqType = Array)
[info] # Run progress: 75.00% complete, ETA 00:01:21
[info] # Fork: 1 of 4
[info] # Warmup Iteration 1: 296708.697 ops/s
[info] # Warmup Iteration 2: 369165.270 ops/s
[info] # Warmup Iteration 3: 361730.934 ops/s
[info] # Warmup Iteration 4: 366632.239 ops/s
[info] # Warmup Iteration 5: 369881.138 ops/s
[info] Iteration 1: 370730.842 ops/s
[info] Iteration 2: 370632.890 ops/s
[info] Iteration 3: 363285.066 ops/s
[info] Iteration 4: 372244.152 ops/s
[info] Iteration 5: 370680.470 ops/s
[info] # Run progress: 81.25% complete, ETA 00:01:01
[info] # Fork: 2 of 4
[info] # Warmup Iteration 1: 291605.201 ops/s
[info] # Warmup Iteration 2: 368387.971 ops/s
[info] # Warmup Iteration 3: 365050.658 ops/s
[info] # Warmup Iteration 4: 370492.700 ops/s
[info] # Warmup Iteration 5: 371229.690 ops/s
[info] Iteration 1: 372612.797 ops/s
[info] Iteration 2: 371902.134 ops/s
[info] Iteration 3: 364470.398 ops/s
[info] Iteration 4: 372498.651 ops/s
[info] Iteration 5: 372513.308 ops/s
[info] # Run progress: 87.50% complete, ETA 00:00:40
[info] # Fork: 3 of 4
[info] # Warmup Iteration 1: 290894.283 ops/s
[info] # Warmup Iteration 2: 370728.398 ops/s
[info] # Warmup Iteration 3: 368119.242 ops/s
[info] # Warmup Iteration 4: 374613.175 ops/s
[info] # Warmup Iteration 5: 373738.733 ops/s
[info] Iteration 1: 370391.138 ops/s
[info] Iteration 2: 373237.159 ops/s
[info] Iteration 3: 367240.006 ops/s
[info] Iteration 4: 375421.573 ops/s
[info] Iteration 5: 371487.346 ops/s
[info] # Run progress: 93.75% complete, ETA 00:00:20
[info] # Fork: 4 of 4
[info] # Warmup Iteration 1: 270634.693 ops/s
[info] # Warmup Iteration 2: 365066.628 ops/s
[info] # Warmup Iteration 3: 364739.445 ops/s
[info] # Warmup Iteration 4: 373922.797 ops/s
[info] # Warmup Iteration 5: 371789.586 ops/s
[info] Iteration 1: 357838.105 ops/s
[info] Iteration 2: 340189.382 ops/s
[info] Iteration 3: 329223.051 ops/s
[info] Iteration 4: 337319.078 ops/s
[info] Iteration 5: 370994.328 ops/s
[info] Result "benchmarks.AppendBenchmark.bench01_append":
[info] 364745.594 ±(99.9%) 11566.733 ops/s [Average]
[info] (min, avg, max) = (329223.051, 364745.594, 375421.573), stdev = 13320.267
[info] CI (99.9%): [353178.861, 376312.327] (assumes normal distribution)
[info] # Run complete. Total time: 00:05:26
[info] REMEMBER: The numbers below are just data. To gain reusable insights, you need to follow up on
[info] why the numbers are the way they are. Use profilers (see -prof, -lprof), design factorial
[info] experiments, perform baseline and negative tests that provide experimental control, make sure
[info] the benchmarking environment is safe on JVM/OS/HW level, ask for reviews from the domain experts.
[info] Do not assume the numbers tell you what you want them to tell.
[info] NOTE: Current JVM experimentally supports Compiler Blackholes, and they are in use. Please exercise
[info] extra caution when trusting the results, look into the generated code to check the benchmark still
[info] works, and factor in a small probability of new VM bugs. Additionally, while comparisons between
[info] different JVMs are already problematic, the performance difference caused by different Blackhole
[info] modes can be very significant. Please make sure you use the consistent Blackhole mode for comparisons.
[info] Benchmark (seqType) Mode Cnt Score Error Units
[info] AppendBenchmark.bench00_prepend List thrpt 20 430310237.331 ± 27241588.295 ops/s
[info] AppendBenchmark.bench00_prepend Array thrpt 20 350735.349 ± 24594.574 ops/s
[info] AppendBenchmark.bench01_append List thrpt 20 30842.846 ± 487.563 ops/s
[info] AppendBenchmark.bench01_append Array thrpt 20 364745.594 ± 11566.733 ops/s
[info] Benchmark result is saved to benchmarks/results/01-AppendBenchmark-graal-2.json
[success] Total time: 332 s (05:32), completed Mar 5, 2023, 12:55:47 PM