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refactor: FPE safe eta/theta conversion #3788

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merged 17 commits into from
Nov 7, 2024

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andiwand
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@andiwand andiwand commented Oct 28, 2024

Summary by CodeRabbit

  • New Features

    • Introduced a new structure for angle conversion traits, enhancing precision and safety for angle calculations.
    • Added safety checks in angle conversion functions to handle edge cases more gracefully.
  • Bug Fixes

    • Updated angle conversion functions to prevent floating-point exceptions by implementing bounds checking.
  • Tests

    • Added new data-driven test cases to validate the robustness of angle conversion functions, ensuring consistent and valid outputs across a range of inputs.

@andiwand andiwand added this to the next milestone Oct 28, 2024
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@github-actions github-actions bot added the Component - Core Affects the Core module label Oct 28, 2024
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github-actions bot commented Oct 28, 2024

📊: Physics performance monitoring for f92f144

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physmon summary

@andiwand
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I experimented with the unit test and thrown FPEs to come up with some bounds

@paulgessinger
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Empirical boundaries seem fine to me personally.

@andiwand andiwand marked this pull request as ready for review October 28, 2024 15:55
@timadye
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timadye commented Oct 30, 2024

Empirical boundaries seem fine to me personally.

I don't know if this is what @paulgessinger meant.

Personally, I would prefer consistent boundaries, as I suggested in #3756 (comment) so you get

  1. roughly the same limits for different FP types, and
  2. if beyond the limit, you are returned the equivalent value at the limit, not ±inf.

I am less sure about (2). I don't know if any other bits of code (eg. printout of η) worry about inf.

@andiwand
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Empirical boundaries seem fine to me personally.

I don't know if this is what @paulgessinger meant.

Personally, I would prefer consistent boundaries, as I suggested in #3756 (comment) so you get

  1. roughly the same limits for different FP types, and
  2. if beyond the limit, you are returned the equivalent value at the limit, not ±inf.

I am less sure about (2). I don't know if any other bits of code (eg. printout of η) worry about inf.

I don't see a good reason for making the bounds the same TBH. If double has more precision than float why not use it. Same goes for different bounds in different directions. If eta->theta has different numerical properties than theta->eta why trim the precision?

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What I meant is that pragmatically, for a selector like this, is there a reason that makes picking a very large value but not necessarily the numerical limit problematic.

What the value is, and if it's the same one for floating point widths seems unlikely to make an actual difference to me.

@andiwand
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andiwand commented Nov 1, 2024

I added a clamped version @paulgessinger @timadye

@timadye can you check if this is what you had in mind?

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yes, with some tweaks.

Core/include/Acts/Utilities/AngleHelpers.hpp Outdated Show resolved Hide resolved
Core/include/Acts/Utilities/AngleHelpers.hpp Outdated Show resolved Hide resolved
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andiwand and others added 2 commits November 1, 2024 13:42
Co-authored-by: Tim Adye <T.J.Adye@rl.ac.uk>
@andiwand andiwand requested a review from timadye November 1, 2024 13:06
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This is fine, but may be overkill.

What is the purpose of having both the clamped and unclamped versions of conversions? I was arguing that the clamped version might be safer in general, but it's no help if we never use it.

Sorry if it seems I'm arguing against my own suggestion. I thought maybe you had added the clamped version to see them side-by-side. I think it looks fine, is simpler than the unclamped version, and could replace it.

But if you are prefer the unclamped version, then I don't see when you would use the clamped one. Would it be simpler to remove it?

@andiwand
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andiwand commented Nov 5, 2024

@timadye can you approve if you are OK with the changes?

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coderabbitai bot commented Nov 6, 2024

Walkthrough

A new template structure EtaThetaConversionTraits for float and double types has been introduced in the Acts::AngleHelpers namespace, defining constants for angle conversions. The functions etaFromTheta and thetaFromEta have been modified to include safety checks against these constants to prevent floating-point exceptions. In the test files, local implementations of thetaFromEta have been replaced with calls to AngleHelpers::thetaFromEta, and new data-driven tests have been added to validate the robustness of the angle conversion functions.

Changes

File Path Change Summary
Core/include/Acts/Utilities/AngleHelpers.hpp New struct EtaThetaConversionTraits for float and double, modified etaFromTheta and thetaFromEta functions for safety checks.
Tests/UnitTests/Core/TrackFinding/TrackSelectorTests.cpp Removed local thetaFromEta function, updated test cases to use AngleHelpers::thetaFromEta, included AngleHelpers.hpp.
Tests/UnitTests/Core/Utilities/AngleHelpersTests.cpp Added new test cases EtaFromThetaRobustness and ThetaFromEtaRobustness to validate angle conversion functions.

Poem

In the realm of angles, new traits arise,
With safety checks, the errors minimize.
From theta to eta, the journey's now bright,
Robust tests ensure conversions are right.
In CodeRabbit's code, precision we find,
A leap for the future, with wisdom aligned! 🐰✨


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Review profile: ASSERTIVE

📥 Commits

Reviewing files that changed from the base of the PR and between 5a220d7 and f92f144.

📒 Files selected for processing (1)
  • Core/include/Acts/Utilities/AngleHelpers.hpp (1 hunks)
🔇 Additional comments (3)
Core/include/Acts/Utilities/AngleHelpers.hpp (3)

19-35: Specializations for float and double, well-implemented they are.

Appropriate constants defined, enhancing FPE safety they do.


47-54: Correct the logic of etaFromTheta is.

Checks against minTheta and maxTheta ensure FPE safety.


67-73: Implementation of thetaFromEta, appropriate it is.

Gracefully handling edge cases, the function does.


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Actionable comments posted: 6

📜 Review details

Configuration used: CodeRabbit UI
Review profile: ASSERTIVE

📥 Commits

Reviewing files that changed from the base of the PR and between e2789b6 and e8d9d18.

📒 Files selected for processing (3)
  • Core/include/Acts/Utilities/AngleHelpers.hpp (1 hunks)
  • Tests/UnitTests/Core/TrackFinding/TrackSelectorTests.cpp (14 hunks)
  • Tests/UnitTests/Core/Utilities/AngleHelpersTests.cpp (1 hunks)
🧰 Additional context used
🪛 cppcheck
Tests/UnitTests/Core/Utilities/AngleHelpersTests.cpp

[error] 24-24: There is an unknown macro here somewhere. Configuration is required. If BOOST_AUTO_TEST_SUITE is a macro then please configure it.

(unknownMacro)

🔇 Additional comments (5)
Tests/UnitTests/Core/Utilities/AngleHelpersTests.cpp (2)

9-21: Wise additions to the headers, these are!

Properly included, the necessary headers are. For data-driven tests and floating-point operations, essential they are.


32-64: 🧹 Nitpick (assertive)

Document the wisdom behind these bounds, we must!

Clear it is not, why 30 for float and 300 for double chosen were. Document these magic numbers and their relationship to floating-point precision, we should.

Add comments like these, you could:

+ // Use exponent up to 30 for float as -log10(FLT_MIN) ≈ 38
 float thetaRight = exponent < 30 ? std::pow(10.0f, -1.0f * exponent) : 0.0f;
+ // Use exponent up to 300 for double as -log10(DBL_MIN) ≈ 308
 double thetaRight = exponent < 300 ? std::pow(10.0, -1.0 * exponent) : 0.0;

Verify these bounds with traits, we shall!

✅ Verification successful

Let me search for the implementation files that might contain these bounds, hmm. If no traits exist, perhaps other constants or documentation will guide us, yes.


Let me examine the traits that define these bounds, hmm. The wisdom behind these numbers, understand we must.


Wisdom in these bounds, found I have!

Clear now it is, why 30 for float and 300 for double chosen were. The traits reveal the truth:

  • For float precision:

    minTheta = 1e-6f
    maxTheta = π - 1e-6f
    minEta = -80.0f
    maxEta = 80.0f
  • For double precision:

    minTheta = 1e-12
    maxTheta = π - 1e-12
    minEta = -700.0
    maxEta = 700.0

The test exponents (30 for float, 300 for double) safely within these eta bounds they stay. For when θ approaches 0 or π, eta to infinity it goes! But the floating point precision, limit this it does.

Add these comments you should:

+ // Test up to exponent 30 for float as eta is limited to ±80 in float precision
 float thetaRight = exponent < 30 ? std::pow(10.0f, -1.0f * exponent) : 0.0f;

+ // Test up to exponent 300 for double as eta is limited to ±700 in double precision
 double thetaRight = exponent < 300 ? std::pow(10.0, -1.0 * exponent) : 0.0;
🏁 Scripts executed

The following scripts were executed for the analysis:

Script:

#!/bin/bash
# Description: Verify if the bounds align with EtaThetaConversionTraits

# Search for trait definitions to compare with test bounds
ast-grep --pattern 'struct EtaThetaConversionTraits<$_> {
  $$$
}'

Length of output: 68


Script:

#!/bin/bash
# Search for any files containing EtaTheta in their name
fd "EtaTheta"

# Search for any files containing trait definitions or constants related to eta-theta conversion
rg -l "eta.*theta|theta.*eta" --type cpp

# Look for any numeric constants or bounds in angle-related files
rg "(float|double).*?(?:bound|limit|min|max|precision)" --type cpp

Length of output: 123631


Script:

#!/bin/bash
# Search specifically in the Core/Utilities directory for angle-related files
fd "Angle" "Core/Utilities"

# And examine their contents
rg "eta.*theta|theta.*eta" -A 5 -B 5 --type cpp

Length of output: 233815


Script:

#!/bin/bash
# Search for AngleHelpers.hpp to find the traits definitions
fd "AngleHelpers.hpp" Core/include

# And examine its contents
cat Core/include/Acts/Utilities/AngleHelpers.hpp

Length of output: 2376


Script:

#!/bin/bash
# Search for any other files that might contain angle-related constants or traits
rg "EtaThetaConversionTraits|minTheta|maxTheta|minEta|maxEta" Core/include

Length of output: 2770

Tests/UnitTests/Core/TrackFinding/TrackSelectorTests.cpp (2)

22-22: Approve the inclusion of AngleHelpers.hpp, I do!

Wise decision to include AngleHelpers.hpp, it is. Follow the established include pattern, it does.


97-97: Consistent use of AngleHelpers::thetaFromEta, I observe!

Replaced all local theta calculations with AngleHelpers::thetaFromEta, you have. Consistency in the Force, there is. Safe from floating-point exceptions, these changes are.

Also applies to: 206-208, 218-220, 231-235, 245-252, 262-269, 280-292, 373-387, 393-393, 425-425, 439-439, 468-468, 488-488

Core/include/Acts/Utilities/AngleHelpers.hpp (1)

12-12: Use of <numbers> header requires C++20, confirmed it must be.

Including <numbers> necessitates C++20 support. Ensure that the codebase and build system are configured for C++20 standards.

Run the following script to verify the C++ standard:

✅ Verification successful

Verified, the C++20 requirement is, hmmmm. Safe to use , it is.

Found in cmake/ActsCompilerOptions.cmake, clear evidence of C++20 standard enforcement we have:

  • Sets ACTS_CXX_STANDARD to 20
  • Requires minimum C++20 through compiler checks
  • Fails build if C++20 not available, it does
🏁 Scripts executed

The following scripts were executed for the analysis:

Script:

#!/bin/bash
# Description: Confirm that C++20 standard is specified in the build configuration.

# Search for CMakeLists.txt files specifying C++20.
rg 'CXX_STANDARD.*20' --type-add 'cmake:*.cmake' --type cmake

Length of output: 389

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Some arguably clearer definitions. If you don't like them, let me know and I'll approve without further checks.

Core/include/Acts/Utilities/AngleHelpers.hpp Outdated Show resolved Hide resolved
Core/include/Acts/Utilities/AngleHelpers.hpp Outdated Show resolved Hide resolved
Co-authored-by: Tim Adye <T.J.Adye@rl.ac.uk>
@andiwand andiwand requested a review from timadye November 7, 2024 09:45
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Actionable comments posted: 1

📜 Review details

Configuration used: CodeRabbit UI
Review profile: ASSERTIVE

📥 Commits

Reviewing files that changed from the base of the PR and between e8d9d18 and 5a220d7.

📒 Files selected for processing (1)
  • Core/include/Acts/Utilities/AngleHelpers.hpp (1 hunks)
🔇 Additional comments (2)
Core/include/Acts/Utilities/AngleHelpers.hpp (2)

47-54: Correct and robust, your etaFromTheta implementation is.

Handles edge cases gracefully, it does. FPE safety ensured, you have.


67-73: Well-implemented, the thetaFromEta function is.

Effective handling of edge cases and FPE safety, it demonstrates.

Core/include/Acts/Utilities/AngleHelpers.hpp Outdated Show resolved Hide resolved
Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
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Looks good. My last comment was also made by CodeRabbit, so I guess I could be replaced by an AI 🤖. Actually I liked it's suggestion to make the conversions constexpr, so you could do that if you like. But let's finish with the comments now.

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andiwand commented Nov 7, 2024

I feat constexpr is only available with C++26 onwards for math functions.

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timadye commented Nov 7, 2024

I feat constexpr is only available with C++26 onwards for math functions.

ah yes of course. I forgot I already mentioned that 😉

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sonarcloud bot commented Nov 7, 2024

@kodiakhq kodiakhq bot merged commit 76bc018 into acts-project:main Nov 7, 2024
46 checks passed
@github-actions github-actions bot removed the automerge label Nov 7, 2024
@acts-project-service acts-project-service added the Fails Athena tests This PR causes a failure in the Athena tests label Nov 7, 2024
@andiwand andiwand deleted the fpe-safe-eta-theta-conversion branch November 8, 2024 08:15
@paulgessinger paulgessinger modified the milestones: next, v37.4.0 Nov 8, 2024
Rosie-Hasan pushed a commit to Rosie-Hasan/acts that referenced this pull request Nov 13, 2024
<!-- This is an auto-generated comment: release notes by coderabbit.ai -->
## Summary by CodeRabbit

- **New Features**
	- Introduced a new structure for angle conversion traits, enhancing precision and safety for angle calculations.
	- Added safety checks in angle conversion functions to handle edge cases more gracefully.

- **Bug Fixes**
	- Updated angle conversion functions to prevent floating-point exceptions by implementing bounds checking.

- **Tests**
	- Added new data-driven test cases to validate the robustness of angle conversion functions, ensuring consistent and valid outputs across a range of inputs.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
Rosie-Hasan pushed a commit to Rosie-Hasan/acts that referenced this pull request Nov 20, 2024
<!-- This is an auto-generated comment: release notes by coderabbit.ai -->
## Summary by CodeRabbit

- **New Features**
	- Introduced a new structure for angle conversion traits, enhancing precision and safety for angle calculations.
	- Added safety checks in angle conversion functions to handle edge cases more gracefully.

- **Bug Fixes**
	- Updated angle conversion functions to prevent floating-point exceptions by implementing bounds checking.

- **Tests**
	- Added new data-driven test cases to validate the robustness of angle conversion functions, ensuring consistent and valid outputs across a range of inputs.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
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