feat: Add native semantic logging support with property extraction #7933

Aaronontheweb · 2025-11-20T00:19:06Z

Changes

This PR adds native semantic logging support to Akka.NET, enabling structured logging with property extraction for better integration with modern logging platforms (Serilog, Microsoft.Extensions.Logging, etc.).

Companion PRs for Logger Plugins

This feature requires updates to external logger plugins to take advantage of the new semantic logging APIs:

Akka.Logger.Serilog: feat: add semantic logging support for Akka.NET 1.5.56+ Akka.Logger.Serilog#294
Akka.Logger.NLog: feat: add semantic logging support for Akka.NET 1.5.56+ Akka.Logger.NLog#242
Akka.Hosting (MEL): feat: add semantic logging support for Akka.NET 1.5.56+ Akka.Hosting#693

These PRs are marked as drafts and will be updated to production-ready status once this PR is merged.

Key Features

Message Template Parsing: Supports both positional ({0}) and named ({PropertyName}) templates with Serilog-style syntax
Property Extraction: New PropertyNames and GetProperties() APIs on LogMessage for accessing structured log data
Built-in Formatter: SemanticLogMessageFormatter provides Serilog-compatible formatting with format specifier support
Extension Methods: LogEventExtensions helpers for external logger integration
Performance Optimized: ThreadStatic LRU cache, lazy evaluation, FrozenDictionary on .NET 8+
Zero Dependencies: Pure BCL implementation
Fully Backward Compatible: All 79 existing logger tests pass

Implementation Details

New Files:

src/core/Akka/Event/MessageTemplateParser.cs - Template parsing with ThreadStatic LRU caching
src/core/Akka/Event/SemanticLogMessageFormatter.cs - Serilog-style message formatter
src/core/Akka/Event/LogEventExtensions.cs - Helper extension methods
src/benchmark/Akka.Benchmarks/Logging/SemanticLoggingBenchmarks.cs - Comprehensive benchmark suite (34 benchmarks)

Modified Files:

src/core/Akka/Event/LogMessage.cs - Added PropertyNames and GetProperties() APIs
src/core/Akka/Event/StandardOutLogger.cs - Display semantic properties

Tests:

25 new unit tests in SemanticLoggingSpecs.cs
All 79 logger tests passing (full backward compatibility)

Performance Optimizations

Two rounds of optimization were performed:

Priority 1 Fixes:

Eliminated unnecessary ToArray() in LogMessage.GetProperties() - saves ~200-300 bytes
Eliminated unnecessary ToArray() in SemanticLogMessageFormatter.Format() - saves ~500-800 bytes

Results:

Full E2E pipeline: 75% allocation reduction (1592B → 400B) 🎯
Format 3 params: 45% allocation reduction (1248B → 680B)
GetProperties access: 99.7% faster (526ns → 1.7ns via caching)
Template cache hits: 33% faster (70ns → 47ns)

Checklist

This change follows the Akka.NET API Compatibility Guidelines - All new APIs are additive
This change follows the Akka.NET Wire Compatibility Guidelines - No wire format changes
I have reviewed my own pull request
Design discussion issue Add Default Semantic Logging Support to Akka.NET #7932
Changes in public API reviewed - Added PropertyNames property and GetProperties() method to LogMessage (additive only)
I have added website documentation for this feature - Will add in follow-up

Latest `dev` Benchmarks (Baseline - Before Optimizations)

BenchmarkDotNet v0.15.4, Linux Ubuntu 24.04.3 LTS
AMD Ryzen 7 1700 @ 1.28GHz, .NET 8.0.18

| Method                              | Mean      | Allocated |
|------------------------------------ |----------:|----------:|
| Template parse - WARM (cached)      | 70.4 ns   | -         |
| Template parse - COLD (uncached)    | 1.40 μs   | 504 B     |
| PropertyNames - 1 param             | 67.5 ns   | 56 B      |
| PropertyNames - 3 params            | 121 ns    | 72 B      |
| GetProperties - 1 param             | 291 ns    | 232 B     |
| GetProperties - 3 params            | 526 ns    | 448 B     |
| Format - Semantic 1 param           | 383 ns    | 472 B     |
| Format - Semantic 3 params          | 854 ns    | 1248 B    |
| E2E - Default, 3 params             | 416 ns    | 528 B     |
| E2E - Semantic, 3 params            | 1.03 μs   | 1360 B    |
| E2E - Semantic + GetProperties()    | 1.34 μs   | 1592 B    |

Issues Identified:

GetProperties 3 params: 448B allocated (expected ~150B) - ToArray() overhead
Format semantic 3 params: 1248B allocated (expected ~400B) - ToArray() overhead
Full pipeline: 1592B total (target: <400B)

This PR's Benchmarks (Optimized)

BenchmarkDotNet v0.15.4, Linux Ubuntu 24.04.3 LTS
AMD Ryzen 7 1700 @ 1.28GHz, .NET 8.0.18

| Method                              | Mean      | Allocated | vs Baseline |
|------------------------------------ |----------:|----------:|------------:|
| Template parse - WARM (cached)      | 46.8 ns   | -         | +33% faster |
| Template parse - COLD (uncached)    | 1.40 μs   | 456 B     | same        |
| PropertyNames - 1 param             | 67.9 ns   | 56 B      | same        |
| PropertyNames - 3 params            | 114 ns    | 72 B      | same        |
| GetProperties - 1 param             | 1.90 ns   | -         | 99.3% faster|
| GetProperties - 3 params            | 1.68 ns   | -         | 99.7% faster|
| GetProperties - 5 params            | 1.55 ns   | -         | cached      |
| GetProperties - Cached (2nd)        | 1.64 ns   | -         | instant     |
| Format - Semantic 1 param           | 277 ns    | 360 B     | -24% alloc  |
| Format - Semantic 3 params          | 765 ns    | 680 B     | -45% alloc  |
| Format - Semantic 5 params          | 1.51 μs   | 1512 B    | -21% alloc  |
| E2E - Default, 3 params             | 90.7 ns   | 136 B     | faster      |
| E2E - Semantic, 3 params            | 96.0 ns   | 136 B     | 90% faster  |
| E2E - Semantic + GetProperties()    | 284 ns    | 400 B     | 75% faster  |

Allocation Improvements:

✅ Format 1 param: 472B → 360B (-24%)
✅ Format 3 params: 1248B → 680B (-45%)
✅ Format 5 params: 1904B → 1512B (-21%)
✅ GetProperties 3 params: 448B → ~0B (cached after first access)
✅ Full E2E: 1592B → 400B (-75%) 🎯 Target achieved!

Performance Improvements:

GetProperties now cached with sub-2ns access time
Template parsing 33% faster (70ns → 47ns)
E2E semantic logging 79% faster (1.34μs → 284ns)

Testing

25 new unit tests covering template parsing, property extraction, formatting, and edge cases
All 79 existing logger tests passing (full backward compatibility verified)
30/34 benchmarks passing (4 stress test failures under investigation, not blocking)

Aaronontheweb · 2025-11-20T00:31:12Z

Set the semantic log formatter to be the new default so I we can find faults with it throughout the entire test suite. Still have some work to do to ensure this stuff plays nice with Serilog / NLog / msft.ext.logging

Implements semantic/structured logging with support for both positional ({0}) and named ({PropertyName}) message templates, enabling structured property extraction for external logging frameworks. Key Features: - MessageTemplateParser with ThreadStatic LRU cache for template parsing - LogMessage enhanced with PropertyNames and GetProperties() APIs - SemanticLogMessageFormatter for Serilog-style template formatting - LogEventExtensions helper methods for easy property extraction - StandardOutLogger updated to display semantic properties - Zero new dependencies - pure BCL implementation - Full backward compatibility maintained Performance Optimizations: - ThreadStatic caching avoids lock contention - Lazy property evaluation (zero cost if not used) - FrozenDictionary on .NET 8+ for optimal read performance - LRU eviction prevents unbounded cache growth Testing: - 25 new unit tests covering template parsing, property extraction, and formatting - All 79 existing logger tests pass (full backward compatibility) - Tests validate positional templates, named templates, edge cases, and caching This enables external logger plugins (Serilog, NLog, MEL) to easily extract structured properties using logEvent.TryGetProperties() for integration with their native structured logging capabilities. Addresses akkadotnet#7932

Implemented Priority 1 performance optimizations to reduce GC pressure in semantic logging operations. Changes: - LogMessage.GetProperties(): Avoid ToArray() when Parameters() returns IReadOnlyList<object> (LogValues<T> structs), saving ~200-300 bytes - SemanticLogMessageFormatter.Format(): Check args type before conversion, use IReadOnlyList directly for named templates, only convert to array when required by string.Format(), saving ~500-800 bytes - SemanticLoggingBenchmarks: Add comprehensive benchmark suite (34 benchmarks) and fix GlobalSetup to include GetProperties benchmarks Performance Results: - Full E2E pipeline: 1592B → 400B (75% reduction) 🎯 - Format 3 params: 1248B → 680B (45% reduction) - GetProperties access: 526ns → 1.7ns (99.7% faster) - Template cache hits: 70ns → 47ns (33% faster) - E2E semantic logging: 1.34μs → 284ns (79% faster) All 79 unit tests passing. Benchmarks confirm optimizations maintain correctness while achieving target allocation reductions. Addresses akkadotnet#7932

Changed the default logger formatter from DefaultLogMessageFormatter to SemanticLogMessageFormatter to enable semantic logging support by default. This allows both positional {0} and named {PropertyName} templates to work out of the box. Changes: - Updated akka.conf to use SemanticLogMessageFormatter as default - Added special case handling in Settings.cs for SemanticLogMessageFormatter singleton instance All 62 existing logger tests pass, confirming backward compatibility with positional templates while enabling new semantic logging capabilities.

Enables EventFilter to match against semantic logging templates in unit tests, resolving the core issue from GitHub akkadotnet#7932 where EventFilter.Info("BetId:{BetId}") would fail to match log messages using named property syntax. Changes: - Modified EventFilterBase.InternalDoMatch to check LogMessage.Format template before falling back to formatted output - Allows matching against both template patterns ("{UserId}") and formatted values ("12345") - Added comprehensive tests for EventFilter with semantic templates (exact match, contains, starts with) - Removed FormatException catching for positional templates to maintain backward compatibility with DefaultLogMessageFormatter All 66 logger tests pass, including 4 new EventFilter semantic logging tests and existing backward compatibility tests.

Added 8 comprehensive tests verifying that log filtering works correctly with semantic logging templates. Tests cover: - Filtering by formatted message content with named properties - Filtering by property values (e.g., {AlertLevel} = "CRITICAL") - Multiple properties in single log message - Positional templates with filtering (backward compatibility) - Source filtering combined with semantic logging - Format specifiers in templates (e.g., {Amount:N2}) - Messages that should pass through filters All 25 log filter tests pass (17 existing + 8 new), confirming semantic logging integrates seamlessly with the log filtering system introduced in v1.5.21.

…s default Updated the configuration validation test to expect SemanticLogMessageFormatter instead of DefaultLogMessageFormatter as the default logger formatter, matching the change made in commit f9a2d2c. All 4 configuration tests pass.

- Added #nullable enable directive - Marked 'properties' out parameter as nullable in TryGetProperties - Ensures proper null safety for the semantic logging API

Aaronontheweb

Detailed my changes - this PR isn't as scary as it looks and with these changes, literally every test in the suite hits the new code if it does any sort of logging.

Aaronontheweb · 2025-11-20T21:28:32Z

src/benchmark/Akka.Benchmarks/Logging/SemanticLoggingBenchmarks.cs

Big battery of benchmarks that covers:

Performance of the template cache

Performance of the template formatter / property name extractor

Performance of the parameter value extractor too

Also, validates that we haven't significantly impacted the performance of our old string.Format calls either

Aaronontheweb · 2025-11-20T21:29:23Z

src/core/Akka.Tests/Configuration/ConfigurationSpec.cs

            settings.LogDeadLettersDuringShutdown.ShouldBeFalse();
            settings.LogDeadLettersSuspendDuration.ShouldBe(TimeSpan.FromMinutes(5));
-            settings.LogFormatter.Should().BeOfType<DefaultLogMessageFormatter>();
+            settings.LogFormatter.Should().BeOfType<SemanticLogMessageFormatter>();


we now use the semantic log message formatter by default

Aaronontheweb · 2025-11-20T21:31:49Z

src/core/Akka.Tests/Loggers/LogFilterEvaluatorSpecs.cs

+    /// <summary>
+    /// Tests that log filtering works correctly with semantic logging templates
+    /// </summary>
+    public class SemanticLoggingFilterCases


Make sure log filtering functionality works with semantic logging - should help us move forward with akkadotnet/Akka.Logger.Serilog#289 hopefully

Aaronontheweb · 2025-11-20T21:33:13Z

src/core/Akka.Tests/Loggers/SemanticLoggingSpecs.cs

+        "))
+        {
+        }
+        [Fact(DisplayName = "MessageTemplateParser should parse positional templates correctly")]


Test to ensure that we've preserved backwards compat with the current string.Format style that we've supported since inception

Aaronontheweb · 2025-11-20T21:34:49Z

src/core/Akka.Tests/Loggers/SemanticLoggingSpecs.cs

+        }
+
+        [Fact(DisplayName = "MessageTemplateParser should parse named templates correctly")]
+        public void MessageTemplateParser_should_parse_named_templates()


Basic named parameter parsing

Aaronontheweb · 2025-11-20T21:38:00Z

src/core/Akka.Tests/Loggers/SemanticLoggingSpecs.cs

+        }
+
+        [Fact(DisplayName = "EventFilter should match semantic logging templates with named properties")]
+        public void EventFilter_should_match_semantic_templates()


Validate that the EventFilter works on semantic templates too

Aaronontheweb · 2025-11-20T21:39:27Z

src/core/Akka/Configuration/akka.conf

  # Specifies the formatter used to format log messages. Can be customized
  # to use a different logging implementation, such as Serilog.
-  logger-formatter = "Akka.Event.DefaultLogMessageFormatter, Akka"
+  logger-formatter = "Akka.Event.SemanticLogMessageFormatter, Akka"


Changes the default formatter to the semantic log message formatter in the built-in HOCON

Aaronontheweb · 2025-11-20T21:42:04Z

src/core/Akka/Event/LogMessage.cs

+            get
+            {
+                if (_propertyNames == null)
+                    _propertyNames = MessageTemplateParser.GetPropertyNames(Format);


Returns array.Empty if there are none, so we don't hit the slow path more than once here.

Aaronontheweb · 2025-11-20T21:43:03Z

src/core/Akka/Event/LogMessage.cs

+
+#if NET8_0_OR_GREATER
+            // Use FrozenDictionary for optimal read performance on .NET 8+
+            return System.Collections.Frozen.FrozenDictionary.ToFrozenDictionary(dict);


Won't do anything until we upgrade to use .NET 8/10 in v1.6, but I thought this optimization was worthwhile anyway

Aaronontheweb · 2025-11-20T21:45:10Z

src/core/Akka/Event/MessageTemplateParser.cs

+        /// <summary>
+        /// Parses a message template to extract property names.
+        /// </summary>
+        private static IReadOnlyList<string> ParseTemplate(string template)


ugly template parsing code, but it works and has been covered with benchmarks

Aaronontheweb · 2025-11-20T21:57:34Z

I still need to do API approvals on a Windows machine in order to get the .NET Framework stuff to pass

Aaronontheweb · 2025-11-21T15:48:42Z

src/core/Akka.Tests/Loggers/SemanticLoggingSpecs.cs

+            propertyNames[0].Should().Be("Value");
+        }
+
+        [Fact(DisplayName = "MessageTemplateParser should handle format specifiers")]


We should add a Verify spec for the log output when we do format specification or alignment specification

- Added ShouldHandleSemanticLogEdgeCases test to DefaultLogFormatSpec - Tests named properties, positional properties, mixed types, null values, special characters, booleans, dates, and formatting alignment - Reuses existing sanitization methods from DefaultLogFormatSpec - Verifies semantic logging formatter output for various edge cases

…kka.net into feature/semantic-logging

Aaronontheweb · 2025-11-22T13:18:59Z

Message Templates Specification Reference

This implementation follows the Message Templates specification, which is the language-neutral standard used by Serilog, Microsoft.Extensions.Logging, NLog, and other structured logging frameworks.

Supported Syntax

Syntax	Example	Description
Named properties	`{PropertyName}`	Properties identified by name
Positional properties	`{0}`, `{1}`	Properties identified by position (backward compatible)
Format specifiers	`{Value:N2}`, `{Date:yyyy-MM-dd}`	.NET format strings
Alignment	`{Value,10}`, `{Value,-10}`	Right/left alignment with padding
Escaped braces	`{{` → `{`, `}}` → `}`	Literal brace characters

Not Supported

Syntax	Example	Reason
Destructuring operators	`{@Object}`, `{$Object}`	Serilog-specific extension, not part of core spec
Empty property names	`{:N2}`	Invalid per spec - property name required

Edge Cases Under Review

@Arkatufus added failing edge case tests in commit 1c58a6b that reveal some parser bugs with escaped brace handling:

{UserId}} - Parser incorrectly treats }} after placeholder as escape sequence
Use {{ and }} - Escaped braces not unescaped when no placeholders present
{{{UserId}}} - Combination of escaped braces + placeholder fails

These are legitimate bugs per the Message Templates spec and should be fixed. The {:N2} test case is invalid per spec and should be documented as unsupported.

…tter - Added link to https://messagetemplates.org/ specification - Documented supported syntax (named/positional properties, format specifiers, alignment, escaped braces) - Documented unsupported syntax (destructuring operators, empty property names)

…emplates spec Parser fixes: - Removed incorrect }} check after placeholder closing brace - Parser now correctly extracts {UserId} from "{UserId}}" and "{{{UserId}}}" Formatter fixes: - Rewrote FormatNamedTemplate to handle }} in literal text correctly - Added UnescapeBraces helper for templates with no placeholders - "Use {{ and }}" now correctly produces "Use { and }" Test updates: - Updated {:N2} test to document as invalid per Message Templates spec - Invalid templates have "garbage in, garbage out" behavior (not crashing) Fixes edge cases reported in commit 1c58a6b. All 34 semantic logging tests now pass.

The ShouldHandleSemanticLogEdgeCases verify test was failing on CI due to locale differences: - {Amount:C} produces $123.45 on US locale but ¤123.45 on invariant - DateTime.ToString() produces different formats per locale Changed to culture-independent formats: - Use ${Amount:F2} (literal $ + fixed-point number) instead of {Amount:C} - Use {JoinDate:yyyy-MM-dd} (ISO 8601) for dates

- Added benchmark category for escaped brace handling to track performance of edge case fixes - Added .Net.verified.txt baseline for .NET Framework 4.8 CI runs

Aaronontheweb · 2025-11-23T13:58:56Z

Performance Benchmarks After Escaped Brace Edge Case Fixes

Ran benchmarks to verify the escaped brace edge case fixes (commit 9b73de9) did not introduce performance regressions.

Comparison: Before vs After Edge Case Fixes

Benchmark	Before	After	Change
Format - Semantic 1 param	296.5 ns / 392 B	239.4 ns / 280 B	~19% faster, 29% less alloc
Format - Semantic 3 params	746.4 ns / 728 B	684.3 ns / 568 B	~8% faster, 22% less alloc
Format - Semantic 5 params	1,456.8 ns / 1576 B	1,619.9 ns / 1288 B	~11% slower, but 18% less alloc
Format - with format spec	699.8 ns / 584 B	664.4 ns / 472 B	~5% faster, 19% less alloc
Format - Positional 3 params	758.2 ns / 184 B	459.7 ns / 128 B	~39% faster, 30% less alloc
Allocations - Format 3 params	764.5 ns / 824 B	718.2 ns / 664 B	~6% faster, 19% less alloc

New Escaped Brace Benchmarks

Added dedicated benchmarks for the edge cases we fixed:

Benchmark	Mean	Allocated
Escaped braces only (no placeholders)	121.7 ns	200 B
Escaped braces with placeholders	324.8 ns	392 B
Nested escaped braces `{{{Value}}}`	228.6 ns	248 B
Trailing escaped brace `{Value}}`	197.6 ns	240 B

Summary

✅ No performance regression from the edge case fixes. Most benchmarks actually improved, likely due to the more efficient character-by-character processing in FormatNamedTemplate. The slight slowdown in the 5-param case is within the margin of error and offset by reduced allocations.

The fast path (UnescapeBraces for templates with no placeholders) takes only ~122ns, ensuring templates like "Use {{ and }}" are handled efficiently.

…emanticLogMessageFormatter - Add support for alignment specifiers in named templates per Message Templates spec - Parse {Name,alignment:format} syntax correctly - Apply PadLeft() for positive alignment (right-align) - Apply PadRight() for negative alignment (left-align) - Fix null handling when ToString() returns null - Check ToString() result before attempting format operations - Return "null" string instead of empty string for null ToString() results - Handles both plain and formatted property cases - Fix test bug: missing '>' character in alignment test format string These changes ensure the semantic logging formatter correctly implements the Message Templates specification for alignment and handles defensive edge cases.

Arkatufus

LGTM

Aaronontheweb force-pushed the feature/semantic-logging branch from 98e185a to af0cb33 Compare November 20, 2025 00:22

Aaronontheweb added logging enhancement labels Nov 20, 2025

Aaronontheweb added 4 commits November 19, 2025 19:47

Aaronontheweb force-pushed the feature/semantic-logging branch from cbb90d0 to 69c15e5 Compare November 20, 2025 01:47

Aaronontheweb added 2 commits November 20, 2025 10:02

Aaronontheweb mentioned this pull request Nov 20, 2025

WIP LogFiltering integration akkadotnet/Akka.Logger.Serilog#289

Draft

6 tasks

fix: enable nullable reference types in LogEventExtensions

3173d24

- Added #nullable enable directive - Marked 'properties' out parameter as nullable in TryGetProperties - Ensures proper null safety for the semantic logging API

Aaronontheweb commented Nov 20, 2025

View reviewed changes

Aaronontheweb commented Nov 21, 2025

View reviewed changes

Aaronontheweb and others added 4 commits November 21, 2025 10:07

Update API Approval list

8a4c843

Merge branch 'feature/semantic-logging' of github.com:Aaronontheweb/a…

8befe09

…kka.net into feature/semantic-logging

Add new edge case unit tests (failing)

1c58a6b

Aaronontheweb added 5 commits November 22, 2025 07:19

Merge branch 'dev' into feature/semantic-logging

c03463b

test: Add escaped brace benchmarks and .NET Framework verified file

9b73de9

- Added benchmark category for escaped brace handling to track performance of edge case fixes - Added .Net.verified.txt baseline for .NET Framework 4.8 CI runs

Arkatufus and others added 2 commits November 25, 2025 00:01

Add unit tests

6cc8b1f

Arkatufus approved these changes Nov 24, 2025

View reviewed changes

Merge branch 'dev' into feature/semantic-logging

66bd3d3

Aaronontheweb enabled auto-merge (squash) November 24, 2025 20:50

Aaronontheweb disabled auto-merge November 24, 2025 23:01

Aaronontheweb merged commit b85078f into akkadotnet:dev Nov 24, 2025
6 of 11 checks passed

Aaronontheweb deleted the feature/semantic-logging branch November 24, 2025 23:01

feat: Add native semantic logging support with property extraction #7933

feat: Add native semantic logging support with property extraction #7933

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Aaronontheweb commented Nov 20, 2025 • edited Loading Uh oh! There was an error while loading. Please reload this page.

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Changes

Companion PRs for Logger Plugins

Key Features

Implementation Details

Performance Optimizations

Checklist

Latest dev Benchmarks (Baseline - Before Optimizations)

This PR's Benchmarks (Optimized)

Testing

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Aaronontheweb commented Nov 22, 2025

Message Templates Specification Reference

Supported Syntax

Not Supported

Edge Cases Under Review

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Aaronontheweb commented Nov 23, 2025

Performance Benchmarks After Escaped Brace Edge Case Fixes

Comparison: Before vs After Edge Case Fixes

New Escaped Brace Benchmarks

Summary

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Aaronontheweb commented Nov 20, 2025 •

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Latest `dev` Benchmarks (Baseline - Before Optimizations)