You signed in with another tab or window. Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert
π€ Daily Efficiency Improver β automated AI assistant focused on reducing the energy consumption and computational footprint of this repository.
Goal and Rationale
TreeNodeFilter.MatchFilterPattern and MatchProperties are called once per test node per filter segment during test execution. Both methods previously used switch expressions with LINQ callbacks (.Any(lambda), .All(lambda), .Single()) that allocate heap objects on every invocation.
Focus area: Code-Level Efficiency β unnecessary heap allocation in hot evaluation path.
Approach
Convert switch expressions to switch statements with explicit foreach loops, eliminating all lambda closures and the AsEnumerable() wrapper.
Allocations eliminated per MatchFilterPattern call (OperatorExpression arms)
Arm
Before
After
Or
subexprs.Any(expr => ...) β 1 closure
foreach β 0 closures
And
subexprs.All(expr => ...) β 1 closure
foreach β 0 closures
Not
subexprs.Single() β enumerator
foreach β 0 extra
Allocations eliminated per MatchProperties call
Case
Before
After
PropertyExpression
AsEnumerable() box + lambda closure (2 allocs)
foreach on PropertyBag directly (0 closures, no wrapper)
Or
subExprs.Any(expr => ...) β 1 closure
foreach β 0 closures
And
subExprs.All(expr => ...) β 1 closure
foreach β 0 closures
Not
subExprs.Single() + lambda β 1+ allocs
foreach β 0 closures
Additionally, _filters.Last() (LINQ enumeration) was replaced with _filters[_filters.Count - 1] (O(1) index access).
Energy Efficiency Evidence
Proxy metric used: Heap allocation count. Rationale: each allocation increments GC pressure; fewer allocations means shorter/less-frequent GC pauses, which directly reduces CPU cycles consumed during test execution.
Baseline: For each test node matched against a complex filter (Or/And/Not nesting + property predicates), 3β5 lambda closure/wrapper objects were allocated per MatchFilterPattern+MatchProperties call pair.
After: 0 closures; only the enumerator (boxed IEnumerator<T>) remains where iterating IReadOnlyCollection<FilterExpression> (same as before).
For a 10,000-test suite with a compound filter (e.g. A|B with a property predicate), this eliminates tens of thousands of short-lived closure objects per run, reducing GC collection frequency.
Green Software Foundation Context
Energy Proportionality: GC overhead scales linearly with allocation rate. Eliminating closures in the per-node hot path ensures energy consumed by the runtime is proportional to actual test execution work, not bookkeeping overhead.
Trade-offs
Readability: Switch statements are slightly more verbose than switch expressions. The explicit foreach loops make the short-circuit semantics (early return on Or match, early return on And non-match) more visible and arguably clearer.
Correctness: The Not arm uses foreach with an unconditional return on the first element, followed by throw ApplicationStateGuard.Unreachable(). This is equivalent to .Single() when the invariant (exactly 1 sub-expression) holds, which is enforced during parsing.
β Build: Microsoft.Testing.Platform β 0 warnings, 0 errors on net8.0
β οΈ Unit test project has a pre-existing NuGet version mismatch in this agent environment (locally-built 2.3.0.0 vs cached 2.2.1.0). CI runs are authoritative for test results.
The patch file is available in the agent artifact in the workflow run linked above.
To create a pull request with the changes:
# Download the artifact from the workflow run
gh run download 25202419588 -n agent -D /tmp/agent-25202419588
# Create a new branch
git checkout -b efficiency/treenodefilter-no-linq-closures-abd830069bf424cc
# Apply the patch (--3way handles cross-repo patches where files may already exist)
git am --3way /tmp/agent-25202419588/aw-efficiency-treenodefilter-no-linq-closures.patch
# Push the branch to origin
git push origin efficiency/treenodefilter-no-linq-closures-abd830069bf424cc
# Create the pull request
gh pr create --title '[Efficiency Improver] perf: eliminate LINQ closure allocations in TreeNodeFilter hot paths' --base main --head efficiency/treenodefilter-no-linq-closures-abd830069bf424cc --repo microsoft/testfx
Show patch preview (188 of 188 lines)
From dfb6d3d49f4547c54eda88071c9ba070754a97be Mon Sep 17 00:00:00 2001
From: "github-actions[bot]" <github-actions[bot]@users.noreply.github.com>
Date: Fri, 1 May 2026 04:45:43 +0000
Subject: [PATCH] perf: eliminate LINQ closure allocations in TreeNodeFilter
hot paths
MatchFilterPattern and MatchProperties used switch expressions with
LINQ lambda callbacks (.Any(), .All(), .Single()) that allocate heap
objects on every invocation during filter evaluation per test node.
Changes:
- Convert MatchFilterPattern switch expression to switch statement
with explicit foreach loops, eliminating:
* Lambda closures capturing testNodeFragment and properties args
* .Single() enumerator allocation in the Not arm
- Convert MatchProperties switch expression to switch statement
with explicit foreach loops, eliminating:
* PropertyBagEnumerable wrapper allocation from AsEnumerable()
* Lambda closure capturing propExpr and valueExpr
* Lambda closures capturing properties in Or/And/Not arms
- Replace _filters.Last() with _filters[_filters.Count - 1]
to avoid LINQ enumeration in MatchesFilter
Energy impact: each filter match against a test node with complex
expressions (Or/And/Not operators, property predicates) allocated
1-3 extra heap objects per call. For test suites with thousands of
nodes, this reduces GC pressure proportional to filter complexity.
Proxy metric: heap allocation count (fewer allocations -> less GC
CPU burn -> lower energy per test run).
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
---
.../Requests/TreeNodeFilter/TreeNodeFilter.cs | 124 ++++++++++++++----
1 file changed, 98 insertions(+), 26 deletions(-)
diff --git a/src/Platform/Microsoft.Testing.Platform/Requests/TreeNodeFilter/TreeNodeFilter.cs b/src/Platform/Microsoft.Testing.Platform/Requests/TreeNodeFilter/TreeNodeFilter.cs
index da7178a..80b081e 100644
--- a/src/Platform/Microsoft.Testing.Platform/Requests/TreeNodeFilter/TreeNodeFilter.cs+++ b/src/Platform/Microso
... (truncated)
π€ Daily Efficiency Improver β automated AI assistant focused on reducing the energy consumption and computational footprint of this repository.
Goal and Rationale
TreeNodeFilter.MatchFilterPatternandMatchPropertiesare called once per test node per filter segment during test execution. Both methods previously used switch expressions with LINQ callbacks (.Any(lambda),.All(lambda),.Single()) that allocate heap objects on every invocation.Focus area: Code-Level Efficiency β unnecessary heap allocation in hot evaluation path.
Approach
Convert switch expressions to switch statements with explicit
foreachloops, eliminating all lambda closures and theAsEnumerable()wrapper.Allocations eliminated per
MatchFilterPatterncall (OperatorExpression arms)Orsubexprs.Any(expr => ...)β 1 closureforeachβ 0 closuresAndsubexprs.All(expr => ...)β 1 closureforeachβ 0 closuresNotsubexprs.Single()β enumeratorforeachβ 0 extraAllocations eliminated per
MatchPropertiescallPropertyExpressionAsEnumerable()box + lambda closure (2 allocs)foreachonPropertyBagdirectly (0 closures, no wrapper)OrsubExprs.Any(expr => ...)β 1 closureforeachβ 0 closuresAndsubExprs.All(expr => ...)β 1 closureforeachβ 0 closuresNotsubExprs.Single()+ lambda β 1+ allocsforeachβ 0 closuresAdditionally,
_filters.Last()(LINQ enumeration) was replaced with_filters[_filters.Count - 1](O(1) index access).Energy Efficiency Evidence
Proxy metric used: Heap allocation count. Rationale: each allocation increments GC pressure; fewer allocations means shorter/less-frequent GC pauses, which directly reduces CPU cycles consumed during test execution.
Baseline: For each test node matched against a complex filter (Or/And/Not nesting + property predicates), 3β5 lambda closure/wrapper objects were allocated per
MatchFilterPattern+MatchPropertiescall pair.After: 0 closures; only the enumerator (boxed
IEnumerator<T>) remains where iteratingIReadOnlyCollection<FilterExpression>(same as before).For a 10,000-test suite with a compound filter (e.g.
A|Bwith a property predicate), this eliminates tens of thousands of short-lived closure objects per run, reducing GC collection frequency.Green Software Foundation Context
Energy Proportionality: GC overhead scales linearly with allocation rate. Eliminating closures in the per-node hot path ensures energy consumed by the runtime is proportional to actual test execution work, not bookkeeping overhead.
Trade-offs
Notarm usesforeachwith an unconditionalreturnon the first element, followed bythrow ApplicationStateGuard.Unreachable(). This is equivalent to.Single()when the invariant (exactly 1 sub-expression) holds, which is enforced during parsing.Reproducibility
Test Status
β Build:
Microsoft.Testing.Platformβ 0 warnings, 0 errors onnet8.0Note
This was originally intended as a pull request, but the git push operation failed.
Workflow Run: View run details and download patch artifact
The patch file is available in the
agentartifact in the workflow run linked above.To create a pull request with the changes:
Show patch preview (188 of 188 lines)