[swift-corelibs-dev] Performance testing via SwiftPM and XCTest
Brian Gesiak
modocache at gmail.com
Tue Jul 26 01:42:15 CDT 2016
I received some feedback on this proposal from Ankit Aggarwal, which
centered on how developers would edit and update their baseline metrics.
Here’s what I’m envisioning specifically:
Two new command-line options for swift test
1. swift test --performance-metrics <path>. This is a path to a
directory where JSON files containing the baseline metrics for the tests
will be stored. By default, this path will be
MyPackage/Tests/PerformanceMetrics. In my previous email, I suggested
the default --performance-metrics path could be set to the same path as
the swift test --build-path directory, but I have reconsidered. This is
because I think developers would want to check their baseline metrics JSON
files into source control, so that they can share metrics with one another,
and with their continuous integration servers.
2. swift test --performance-metrics-update <mode>, where <mode> is one
of {all|new|better|worse|none}. This specifies the behavior SwiftPM
should take when writing baseline metrics data into the JSON files at the
--performance-metrics path.
- all: Write baseline metrics data for all performance test cases. If
metrics for those test cases already exist in the JSON, they are
overwritten.
- new: Only write baseline metrics for performance test cases that
did not already exist in the baseline metrics JSON. This is the default.
- better: Only write baseline metrics for performance test cases
whose performance has improved compared to the last time they
were run. If
baseline metrics for those test cases already exist in the JSON, they are
overwritten. If baseline metrics for those test cases does not
exist in the
JSON, they are written to the JSON.
- worse: Only write baseline metrics for performance test cases whose
performance has worsened compared to the last time they were run. If
baseline metrics for those test cases already exist in the JSON, they are
overwritten. If baseline metrics for those test cases does not
exist in the
JSON, they are written to the JSON.
Two new command-line options for swift-corelibs-xctest executables
1. --performance-metrics <path>. This is a path to a JSON file
containing a mapping from test cases to baseline metrics.
- If not specified, performance tests are not run against any
baseline metrics, and so will never fail.
- If specified, performance test cases will be run against these
metrics. Based on the --performance-metrics-update mode (see below),
performance test cases may fail if their performance does not meet the
baseline.
2. --performance-metrics-update <mode>. Same as the swift test
--performance-metrics-update parameter.
PerformanceMetrics directory
If a package’s tests contain any performance tests (i.e.: tests that call
XCTestCase.measure(), XCTestCase.measureMetrics(), etc.), running swift test
will result in the following directories and files being generated:
MyPackage/
.build/
Sources/
Tests/
LinuxMain.swift
MyPackage/
MyPackageTests.swift
PerformanceMetrics/ # Generated if any performance tests are
run. This is the path specified by --performance-metrics.
MyPackage/
Destinations.json # Contains
a mapping of "runDestinationsByUUID".
8CE9E051-9AB6-44AF-8B80-F2DEFD409CB5.json # An
individual run destination's baseline metrics.
In order to avoid name collisions, developers will no longer be able to
name their test modules “PerformanceMetrics”.
What happens when swift test is run
1. swift test, using the default arguments, would be the equivalent of swift
test --performance-metrics ./Tests/PerformanceMetrics
--performance-metrics-update new.
2. SwiftPM determines which of the destinations defined in
Destinations.json to pass to XCTest. For example, if testing on a macOS
64-bit system with one processor, SwiftPM attempts to find a run
destination UUID in Destinations.json that matches those criteria. If no
Destinations.json file exists, SwiftPM creates a mapping in memory.
3. SwiftPM invokes LinuxMain.swift, passing swift-corelibs-xctest the
path to a run destination’s baseline metrics file (in this case,
--performance-metrics
8CE9E051-9AB6-44AF-8B80-F2DEFD409CB5.json), as well as the update
behavior (all, new, better, or worse). This file may not already exist,
such as in the case that a Destinations.json file did not exist, or that
a JSON file for this particular run destination did not exist.
4. swift-corelibs-xctest parses the JSON in the baseline metrics JSON
file it is given, and stores in memory the mappings from test cases to
their baseline metrics. If the file is empty or does not exist,
swift-corelibs-xctest stores an empty mapping.
5. swift-corelibs-xctest runs the tests. If a test exists in the mapping
from step 4, it compares its performance to the baseline metric. If the
performance is worse, and the update behavior is new or better, the test
case is failed.
6. swift-corelibs-xctest writes to the baseline metrics JSON file, based
on the specified update behavior. If the file does not already exist,
swift-corelibs-xctest creates the file, then writes to it.
7. After running the tests, SwiftPM determines whether the
8CE9E051-9AB6-44AF-8B80-F2DEFD409CB5.json file contains any data. If it
does, and this run destination did not exist in Destinations.json in
step (2), then SwiftPM writes the new destination to the
Destinations.json file.
How will this work on Darwin?
I realized while writing this email that I have no clue how to get this
working on Darwin. Is it even possible to specify the paths to performance
baseline plist files to Apple XCTest on the command line? This seems like a
prerequisite to supporting performance testing via SwiftPM on Darwin.
It would be great to hear from someone on the developer tools team on this
topic (+cc Daniel Dunbar, Mike Ferris). I’ll try and figure out how this
works in Apple XCTest, and will send an update when I do.
Thoughts?
As before, I’d love to hear any feedback you all may have on this proposal.
- Brian Gesiak
On Sun, Jul 24, 2016 at 1:01 PM, Brian Gesiak <modocache at gmail.com> wrote:
> Hello corelibs-dev and build-dev,
>
> Back in May, Brian Croom implemented performance testing in
> swift-corelibs-xctest:
> https://github.com/apple/swift-corelibs-xctest/pull/109
>
> I’d love to see Swift developers use this feature to measure the
> performance of their code. I think we’ll need to add functionality to
> swift-corelibs-xctest and SwiftPM in order to do so.
> The problem: recording performance test baselines
>
> In order for performance tests to be useful, Apple’s Xcode provides a way
> to record “baseline” metrics. Baseline metrics allow a developer to
> indicate “this performance test should never be slower than 1.2 seconds on
> average, with 10% standard deviation as ‘wiggle room’”. When Apple XCTest
> tests are run, they are informed of the baseline metrics that have been set
> in Xcode. Apple XCTest performance tests that have a baseline registered
> will fail if performance becomes slower than the acceptable amount.
>
> If we could provide swift-corelibs-xctest with a mapping from each
> performance test to its baseline metric, it would be easy to write the code
> to fail a test if it didn’t perform well enough. That mapping, however, is
> the tricky part. Here’s why:
>
> - The mapping needs to group metrics based on the host machine running
> the test. Performance will of course vary based on the hardware, so it’s
> important to make sure performance baselines set on a Raspberry Pi aren’t
> used when testing on a Mac Pro.
> - The mapping also needs to group metrics based on the target machine.
> Using Apple XCTest, a developer can start a test suite run from their
> MacBook Pro (macOS 64-bit), and see the results of the performance tests
> when run on their iPhone 6s (iOS armv7s). I don’t think this is relevant to
> swift-corelibs-xctest just yet — as far as I know, SwiftPM is not capable
> of cross-compilation, so the host machine will always be identical to the
> target machine. Still, we should design something flexible enough for this
> scenario.
>
> Xcode’s solution: plist files
>
> Xcode’s solves this problem using two kinds of .plist files. I tried
> creating a sample project, named Perforate.xcodeproj, which contained a
> single performance test. Here’s what Xcode created:
>
> <!-- Perforate.xcodeproj/xcshareddata/xcbaselines/DA77262F1D447DB300735C93.xcbaseline/Info.plist -->
> <?xml version="1.0" encoding="UTF-8"?><!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd"><plist version="1.0"><dict>
> <!-- runDestinationsByUUID: These are the host/target machine groups. -->
> <key>runDestinationsByUUID</key>
> <dict>
> <!--
> It appears each group is given a UUID, but to be honest, I'm not sure why.
> It seems like these should be "keyed" on aspects of the host/target machines.
> As-is, I imagine Xcode and Apple XCTest need to traverse each group's
> `localComputer`, `targetArchitecture`, and `targetDevice`'s values in order to find a match.
> -->
> <key>8CE9E051-9AB6-44AF-8B80-F2DEFD409CB5</key>
> <dict>
> <!-- Information about the host machine: number of CPUs, cores, etc. -->
> <key>localComputer</key>
> <dict>
> <key>busSpeedInMHz</key>
> <integer>100</integer>
> <key>cpuCount</key>
> <integer>1</integer>
> <key>cpuKind</key>
> <string>Intel Core i7</string>
> <key>cpuSpeedInMHz</key>
> <integer>2800</integer>
> <key>logicalCPUCoresPerPackage</key>
> <integer>8</integer>
> <key>modelCode</key>
> <string>MacBookPro11,3</string>
> <key>physicalCPUCoresPerPackage</key>
> <integer>4</integer>
> <key>platformIdentifier</key>
> <string>com.apple.platform.macosx</string>
> </dict>
> <!-- The target architecture and device are stored as separate keys. -->
> <key>targetArchitecture</key>
> <string>x86_64</string>
> <key>targetDevice</key>
> <dict>
> <key>modelCode</key>
> <string>iPhone8,2</string>
> <key>platformIdentifier</key>
> <string>com.apple.platform.iphonesimulator</string>
> </dict>
> </dict>
> </dict></dict></plist>
>
> <!-- Perforate.xcodeproj/xcshareddata/xcbaselines/DA77262F1D447DB300735C93.xcbaseline/8CE9E051-9AB6-44AF-8B80-F2DEFD409CB5.plist -->
> <!-- Notice that this file is named after the `runDestinationsByUUID` key from the first file: 8CE9E051-9AB6-44AF-8B80-F2DEFD409CB5. -->
> <?xml version="1.0" encoding="UTF-8"?><!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd"><plist version="1.0"><dict>
> <key>classNames</key>
> <dict>
> <key>PerforateTests</key>
> <dict>
> <!-- The metrics are mapped by class name and test method name to performance metrics. -->
> <key>test_uniqueOrdered_performance</key>
> <dict>
> <!-- There are several categories of performance metrics. The only one publicly available in Apple XCTest so far is wall clock time. -->
> <key>com.apple.XCTPerformanceMetric_WallClockTime</key>
> <dict>
> <key>baselineAverage</key>
> <real>0.5</real>
> <key>baselineIntegrationDisplayName</key>
> <string>Local Baseline</string>
> </dict>
> </dict>
> </dict>
> </dict></dict></plist>
>
> Proposed solution for SwiftPM/swift-corelibs-xctest: JSON files
>
> I think we can mimic Xcode’s approach here. Here’s what I’m proposing:
>
> - swift-corelibs-xctest’s test runner should take a --performance-metrics
> <PATH> argument, where <PATH> is the location of a file containing
> JSON that looks pretty much exactly like the
> 8CE9E051-9AB6-44AF-8B80-F2DEFD409CB5.plist from above:
>
> {
> "classNames": {
> "PerforateTests": {
> "test_uniqueOrdered_performance": {
> "baselineAverage": "0.5",
> "baselineIntegrationDisplayName": "Local Baseline"
> }
> }
> }}
>
>
> - SwiftPM’s swift test command should also take a --performance-metrics
> <PATH> argument, where <PATH> is the location of a file containing
> JSON that looks pretty much exactly like the
> xcbaselines/DA77262F1D447DB300735C93.xcbaseline/Info.plist from above
> (by default, --performance-metrics could be set to the same path as
> the swift test --build-path directory):
>
> {
> "runDestinationsByUUID": {
> "8CE9E051-9AB6-44AF-8B80-F2DEFD409CB5": {
> "localComputer": {
> "busSpeedInMHz": "100",
> # ...
> },
> "targetArchitecture": "x86_64",
> "targetDevice": {
> # We might need to change these keys, since "modelCode" seems very Apple-specific.
> "modelCode": "linux",
> "platformIdentifier": "Ubuntu 15.04",
> }
> }
> }
> }
>
> Personally, I think the format of the plist files Xcode and Apple XCTest
> generate could be improved. Still, I think it’d be nice to stick to the
> same format (as much as possible) for swift-corelibs-xctest, just to keep
> things simple.
> Thoughts?
>
> I admit that I don’t have much experience using Apple XCTest’s performance
> testing functionality, so I might be missing something here. Does anyone
> have any feedback on this idea? I’d like to incorporate your feedback, and
> perhaps submit a Swift Evolution proposal for this feature.
>
> - Brian Gesiak
>
>
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