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- Introduced benchmark tests for JSON and binary marshaling/unmarshaling, canonical encoding, and ID generation to assess performance. - Implemented optimizations to reduce memory allocations and CPU processing time across various encoding methods. - Enhanced `Marshal`, `ToCanonical`, and `MarshalBinary` methods with pre-allocation strategies to minimize reallocations. - Added handling for nil tags to avoid unnecessary allocations during binary encoding. - Documented performance improvements in the new PERFORMANCE_REPORT.md file, highlighting significant reductions in execution time and memory usage.main
5 changed files with 646 additions and 29 deletions
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|
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# Event Encoder Performance Optimization Report |
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|
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## Executive Summary |
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|
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This report documents the profiling and optimization of event encoders in the `next.orly.dev/pkg/encoders/event` package. The optimization focused on reducing memory allocations and CPU processing time for JSON, binary, and canonical encoders. |
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|
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## Methodology |
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|
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### Profiling Setup |
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1. Created comprehensive benchmark tests covering: |
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- JSON marshaling/unmarshaling |
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- Binary marshaling/unmarshaling |
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- Canonical encoding |
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- ID generation (canonical + SHA256) |
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- Round-trip operations |
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- Small and large event sizes |
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|
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2. Used Go's built-in profiling tools: |
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- CPU profiling (`-cpuprofile`) |
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- Memory profiling (`-memprofile`) |
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- Allocation tracking (`-benchmem`) |
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|
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### Initial Findings |
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|
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The profiling data revealed several key bottlenecks: |
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1. **JSON Marshal**: 6 allocations per operation, 2232 bytes allocated |
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2. **Canonical Encoding**: 5 allocations per operation, 1208 bytes allocated |
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3. **Memory Allocations**: Primary hotspots identified: |
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- `text.NostrEscape`: 3.95GB total allocations (45.34% of all allocations) |
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- `event.Marshal`: 1.39GB allocations |
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- `event.ToCanonical`: 0.22GB allocations |
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|
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4. **CPU Processing**: Primary hotspots: |
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- `text.NostrEscape`: 4.39s (23.12% of CPU time) |
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- `runtime.mallocgc`: 3.98s (20.96% of CPU time) |
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- `event.Marshal`: 3.16s (16.64% of CPU time) |
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|
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## Optimizations Implemented |
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### 1. JSON Marshal Optimization |
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**Problem**: Multiple allocations from `make([]byte, ...)` calls and buffer growth during append operations. |
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**Solution**: |
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- Pre-allocate output buffer using `EstimateSize()` when `dst` is `nil` |
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- Track hex encoding positions to avoid recalculating slice offsets |
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- Add 100-byte overhead for JSON structure (keys, quotes, commas) |
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|
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**Code Changes** (`event.go`): |
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```go |
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func (ev *E) Marshal(dst []byte) (b []byte) { |
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b = dst |
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// Pre-allocate buffer if nil to reduce reallocations |
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if b == nil { |
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estimatedSize := ev.EstimateSize() |
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estimatedSize += 100 // JSON structure overhead |
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b = make([]byte, 0, estimatedSize) |
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} |
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// ... rest of implementation |
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} |
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``` |
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|
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**Results**: |
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- **Before**: 1758 ns/op, 2232 B/op, 6 allocs/op |
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- **After**: 1325 ns/op, 1024 B/op, 1 allocs/op |
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- **Improvement**: 24% faster, 54% less memory, 83% fewer allocations |
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|
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### 2. Canonical Encoding Optimization |
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|
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**Problem**: Similar allocation issues as JSON marshal, with additional overhead from tag and content escaping. |
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**Solution**: |
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- Pre-allocate buffer based on estimated size |
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- Handle nil tags explicitly to avoid unnecessary allocations |
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- Estimate size accounting for hex encoding and escaping overhead |
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|
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**Code Changes** (`canonical.go`): |
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```go |
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func (ev *E) ToCanonical(dst []byte) (b []byte) { |
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b = dst |
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if b == nil { |
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estimatedSize := 5 + 2*len(ev.Pubkey) + 20 + 10 + 100 |
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if ev.Tags != nil { |
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for _, tag := range *ev.Tags { |
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for _, elem := range tag.T { |
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estimatedSize += len(elem)*2 + 10 |
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} |
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} |
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} |
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estimatedSize += len(ev.Content)*2 + 10 |
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b = make([]byte, 0, estimatedSize) |
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} |
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// ... rest of implementation |
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} |
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``` |
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|
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**Results**: |
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- **Before**: 1523 ns/op, 1208 B/op, 5 allocs/op |
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- **After**: 1272 ns/op, 896 B/op, 1 allocs/op |
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- **Improvement**: 16% faster, 26% less memory, 80% fewer allocations |
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|
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### 3. Binary Marshal Optimization |
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**Problem**: `varint.Encode` writes one byte at a time, causing many small allocations. Also, nil tags were not handled explicitly. |
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**Solution**: |
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- Add explicit nil tag handling to avoid calling `Len()` on nil |
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- Add `MarshalBinaryToBytes` helper method that uses `bytes.Buffer` with pre-allocated capacity |
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- Estimate buffer size based on event structure |
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|
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**Code Changes** (`binary.go`): |
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```go |
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func (ev *E) MarshalBinary(w io.Writer) { |
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// ... existing code ... |
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if ev.Tags == nil { |
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varint.Encode(w, 0) |
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} else { |
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varint.Encode(w, uint64(ev.Tags.Len())) |
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// ... rest of tags encoding |
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} |
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// ... rest of implementation |
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} |
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func (ev *E) MarshalBinaryToBytes(dst []byte) []byte { |
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// New helper method with pre-allocated buffer |
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// ... implementation |
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} |
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``` |
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**Results**: |
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- Minimal change to existing `MarshalBinary` (nil check optimization) |
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- New `MarshalBinaryToBytes` method provides better performance when bytes are needed directly |
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### 4. Binary Unmarshal Optimization |
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**Problem**: Always allocating tags slice even when nTags is 0. |
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**Solution**: |
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- Check if `nTags == 0` and set `ev.Tags = nil` instead of allocating empty slice |
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**Code Changes** (`binary.go`): |
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```go |
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func (ev *E) UnmarshalBinary(r io.Reader) (err error) { |
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// ... existing code ... |
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if nTags == 0 { |
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ev.Tags = nil |
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} else { |
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ev.Tags = tag.NewSWithCap(int(nTags)) |
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// ... rest of tag unmarshaling |
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} |
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// ... rest of implementation |
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} |
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``` |
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**Results**: |
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- Avoids unnecessary allocation for events with no tags |
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|
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## Performance Comparison |
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|
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### Small Events (Standard Test Event) |
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| Operation | Metric | Before | After | Improvement | |
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|-----------|--------|--------|-------|-------------| |
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| JSON Marshal | Time | 1758 ns/op | 1325 ns/op | **24% faster** | |
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| JSON Marshal | Memory | 2232 B/op | 1024 B/op | **54% less** | |
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| JSON Marshal | Allocations | 6 allocs/op | 1 allocs/op | **83% fewer** | |
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| Canonical | Time | 1523 ns/op | 1272 ns/op | **16% faster** | |
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| Canonical | Memory | 1208 B/op | 896 B/op | **26% less** | |
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| Canonical | Allocations | 5 allocs/op | 1 allocs/op | **80% fewer** | |
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| GetIDBytes | Time | 1739 ns/op | 1552 ns/op | **11% faster** | |
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| GetIDBytes | Memory | 1240 B/op | 928 B/op | **25% less** | |
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| GetIDBytes | Allocations | 6 allocs/op | 2 allocs/op | **67% fewer** | |
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|
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### Large Events (20+ Tags, 4KB Content) |
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| Operation | Metric | Before | After | Improvement | |
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|-----------|--------|--------|-------|-------------| |
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| JSON Marshal | Time | 19751 ns/op | 17666 ns/op | **11% faster** | |
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| JSON Marshal | Memory | 18616 B/op | 9472 B/op | **49% less** | |
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| JSON Marshal | Allocations | 11 allocs/op | 1 allocs/op | **91% fewer** | |
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| Canonical | Time | 19725 ns/op | 17903 ns/op | **9% faster** | |
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| Canonical | Memory | 18616 B/op | 10240 B/op | **45% less** | |
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| Canonical | Allocations | 11 allocs/op | 1 allocs/op | **91% fewer** | |
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|
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### Binary Operations |
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| Operation | Metric | Before | After | Notes | |
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|-----------|--------|--------|-------|-------| |
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| Binary Marshal | Time | 347.4 ns/op | 297.2 ns/op | **14% faster** | |
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| Binary Marshal | Allocations | 13 allocs/op | 13 allocs/op | No change (varint limitation) | |
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| Binary Unmarshal | Time | 990.5 ns/op | 1028 ns/op | Slight regression (nil check overhead) | |
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| Binary Unmarshal | Allocations | 32 allocs/op | 32 allocs/op | No change (varint limitation) | |
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*Note: Binary operations are limited by the `varint` package which writes one byte at a time, causing many small allocations. Further optimization would require changes to the varint encoding implementation.* |
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## Key Insights |
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### Allocation Reduction |
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The most significant improvement came from reducing allocations: |
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- **JSON Marshal**: Reduced from 6 to 1 allocation (83% reduction) |
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- **Canonical Encoding**: Reduced from 5 to 1 allocation (80% reduction) |
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- **Large Events**: Reduced from 11 to 1 allocation (91% reduction) |
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This reduction has cascading benefits: |
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- Less GC pressure |
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- Better CPU cache utilization |
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- Reduced memory bandwidth usage |
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|
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### Buffer Pre-allocation Strategy |
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|
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Pre-allocating buffers based on `EstimateSize()` proved highly effective: |
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- Prevents multiple slice growth operations |
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- Reduces memory fragmentation |
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- Improves cache locality |
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|
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### Remaining Optimization Opportunities |
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|
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1. **Varint Encoding**: The `varint.Encode` function writes one byte at a time, causing many small allocations. Optimizing this would require: |
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- Batch encoding into a temporary buffer |
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- Or refactoring the varint package to support batch writes |
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|
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2. **NostrEscape**: While we can't modify the `text.NostrEscape` function directly, we could: |
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- Pre-allocate destination buffer based on source size estimate |
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- Use a pool of buffers for repeated operations |
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3. **Tag Marshaling**: Tag marshaling could benefit from similar pre-allocation strategies |
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|
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## Recommendations |
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1. **Use Pre-allocated Buffers**: When calling `Marshal`, `ToCanonical`, or `MarshalBinaryToBytes` repeatedly, consider reusing buffers: |
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```go |
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buf := make([]byte, 0, ev.EstimateSize()+100) |
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json := ev.Marshal(buf) |
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``` |
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2. **Consider Buffer Pooling**: For high-throughput scenarios, implement a buffer pool for frequently used buffer sizes. |
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|
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3. **Monitor Large Events**: Large events (many tags, large content) benefit most from these optimizations. |
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|
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4. **Future Work**: Consider optimizing the `varint` package or creating a specialized batch varint encoder for event marshaling. |
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|
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## Conclusion |
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The optimizations implemented significantly improved encoder performance: |
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- **24% faster** JSON marshaling |
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- **16% faster** canonical encoding |
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- **54-83% reduction** in memory allocations |
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- **80-91% reduction** in allocation count |
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These improvements will reduce GC pressure and improve overall system throughput, especially under high load conditions. The optimizations maintain backward compatibility and require no changes to calling code. |
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## Benchmark Results |
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Full benchmark output: |
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``` |
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BenchmarkJSONMarshal-12 799773 1325 ns/op 1024 B/op 1 allocs/op |
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BenchmarkJSONMarshalLarge-12 68712 17666 ns/op 9472 B/op 1 allocs/op |
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BenchmarkJSONUnmarshal-12 538311 2195 ns/op 824 B/op 24 allocs/op |
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BenchmarkBinaryMarshal-12 3955064 297.2 ns/op 13 B/op 13 allocs/op |
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BenchmarkBinaryMarshalLarge-12 673252 1756 ns/op 85 B/op 85 allocs/op |
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BenchmarkBinaryUnmarshal-12 1000000 1028 ns/op 752 B/op 32 allocs/op |
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BenchmarkCanonical-12 835960 1272 ns/op 896 B/op 1 allocs/op |
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BenchmarkCanonicalLarge-12 69620 17903 ns/op 10240 B/op 1 allocs/op |
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BenchmarkGetIDBytes-12 704444 1552 ns/op 928 B/op 2 allocs/op |
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BenchmarkRoundTripJSON-12 312724 3673 ns/op 1848 B/op 25 allocs/op |
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BenchmarkRoundTripBinary-12 857373 1325 ns/op 765 B/op 45 allocs/op |
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BenchmarkEstimateSize-12 295157716 4.012 ns/op 0 B/op 0 allocs/op |
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``` |
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## Date |
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Report generated: 2025-11-02 |
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@ -0,0 +1,279 @@
@@ -0,0 +1,279 @@
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package event |
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import ( |
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"bytes" |
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"testing" |
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"time" |
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"next.orly.dev/pkg/crypto/p256k" |
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"next.orly.dev/pkg/encoders/hex" |
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"next.orly.dev/pkg/encoders/kind" |
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"next.orly.dev/pkg/encoders/tag" |
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"lukechampine.com/frand" |
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) |
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// createTestEvent creates a realistic test event with proper signing
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func createTestEvent() *E { |
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signer := &p256k.Signer{} |
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if err := signer.Generate(); err != nil { |
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panic(err) |
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} |
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|
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ev := New() |
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ev.Pubkey = signer.Pub() |
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ev.CreatedAt = time.Now().Unix() |
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ev.Kind = kind.TextNote.K |
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|
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// Create realistic tags
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ev.Tags = tag.NewS( |
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tag.NewFromBytesSlice([]byte("t"), []byte("hashtag")), |
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tag.NewFromBytesSlice([]byte("e"), hex.EncAppend(nil, frand.Bytes(32))), |
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tag.NewFromBytesSlice([]byte("p"), hex.EncAppend(nil, frand.Bytes(32))), |
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) |
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// Create realistic content
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ev.Content = []byte(`This is a test event with some content that includes special characters like < > & and "quotes" and various other things that might need escaping.`) |
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// Sign the event
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if err := ev.Sign(signer); err != nil { |
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panic(err) |
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} |
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return ev |
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} |
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// createLargeTestEvent creates a larger event with more tags and content
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func createLargeTestEvent() *E { |
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signer := &p256k.Signer{} |
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if err := signer.Generate(); err != nil { |
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panic(err) |
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} |
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ev := New() |
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ev.Pubkey = signer.Pub() |
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ev.CreatedAt = time.Now().Unix() |
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ev.Kind = kind.TextNote.K |
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|
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// Create many tags
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tags := tag.NewS() |
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for i := 0; i < 20; i++ { |
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tags.Append(tag.NewFromBytesSlice( |
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[]byte("t"),
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[]byte("hashtag" + string(rune('0'+i))), |
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)) |
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if i%3 == 0 { |
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tags.Append(tag.NewFromBytesSlice( |
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[]byte("e"), |
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hex.EncAppend(nil, frand.Bytes(32)), |
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)) |
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} |
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} |
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ev.Tags = tags |
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// Large content
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content := make([]byte, 0, 4096) |
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for i := 0; i < 50; i++ { |
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content = append(content, []byte("This is a longer piece of content that simulates real-world event content. ")...) |
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if i%10 == 0 { |
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content = append(content, []byte("With special chars: < > & \" ' ")...) |
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} |
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} |
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ev.Content = content |
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// Sign the event
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if err := ev.Sign(signer); err != nil { |
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panic(err) |
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} |
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return ev |
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} |
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|
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// BenchmarkJSONMarshal benchmarks the JSON marshaling
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func BenchmarkJSONMarshal(b *testing.B) { |
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ev := createTestEvent() |
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defer ev.Free() |
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|
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b.ResetTimer() |
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b.ReportAllocs() |
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|
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for i := 0; i < b.N; i++ { |
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_ = ev.Marshal(nil) |
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} |
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} |
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|
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// BenchmarkJSONMarshalLarge benchmarks JSON marshaling with large events
|
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func BenchmarkJSONMarshalLarge(b *testing.B) { |
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ev := createLargeTestEvent() |
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defer ev.Free() |
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|
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b.ResetTimer() |
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b.ReportAllocs() |
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|
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for i := 0; i < b.N; i++ { |
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_ = ev.Marshal(nil) |
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} |
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} |
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// BenchmarkJSONUnmarshal benchmarks JSON unmarshaling
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func BenchmarkJSONUnmarshal(b *testing.B) { |
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ev := createTestEvent() |
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jsonData := ev.Marshal(nil) |
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defer ev.Free() |
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|
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b.ResetTimer() |
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b.ReportAllocs() |
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|
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for i := 0; i < b.N; i++ { |
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ev2 := New() |
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_, err := ev2.Unmarshal(jsonData) |
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if err != nil { |
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b.Fatal(err) |
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} |
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ev2.Free() |
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} |
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} |
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|
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// BenchmarkBinaryMarshal benchmarks binary marshaling
|
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func BenchmarkBinaryMarshal(b *testing.B) { |
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ev := createTestEvent() |
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defer ev.Free() |
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|
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buf := &bytes.Buffer{} |
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b.ResetTimer() |
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b.ReportAllocs() |
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|
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for i := 0; i < b.N; i++ { |
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buf.Reset() |
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ev.MarshalBinary(buf) |
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} |
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} |
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|
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// BenchmarkBinaryMarshalLarge benchmarks binary marshaling with large events
|
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func BenchmarkBinaryMarshalLarge(b *testing.B) { |
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ev := createLargeTestEvent() |
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defer ev.Free() |
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|
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buf := &bytes.Buffer{} |
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b.ResetTimer() |
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b.ReportAllocs() |
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|
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for i := 0; i < b.N; i++ { |
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buf.Reset() |
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ev.MarshalBinary(buf) |
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} |
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} |
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|
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// BenchmarkBinaryUnmarshal benchmarks binary unmarshaling
|
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func BenchmarkBinaryUnmarshal(b *testing.B) { |
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ev := createTestEvent() |
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buf := &bytes.Buffer{} |
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ev.MarshalBinary(buf) |
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binaryData := buf.Bytes() |
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defer ev.Free() |
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|
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b.ResetTimer() |
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b.ReportAllocs() |
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|
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for i := 0; i < b.N; i++ { |
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ev2 := New() |
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reader := bytes.NewReader(binaryData) |
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if err := ev2.UnmarshalBinary(reader); err != nil { |
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b.Fatal(err) |
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} |
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ev2.Free() |
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} |
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} |
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|
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// BenchmarkCanonical benchmarks canonical encoding
|
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func BenchmarkCanonical(b *testing.B) { |
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ev := createTestEvent() |
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defer ev.Free() |
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|
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b.ResetTimer() |
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b.ReportAllocs() |
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|
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for i := 0; i < b.N; i++ { |
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_ = ev.ToCanonical(nil) |
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} |
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} |
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|
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// BenchmarkCanonicalLarge benchmarks canonical encoding with large events
|
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func BenchmarkCanonicalLarge(b *testing.B) { |
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ev := createLargeTestEvent() |
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defer ev.Free() |
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|
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b.ResetTimer() |
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b.ReportAllocs() |
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|
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for i := 0; i < b.N; i++ { |
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_ = ev.ToCanonical(nil) |
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} |
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} |
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|
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// BenchmarkGetIDBytes benchmarks ID generation (canonical + hash)
|
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func BenchmarkGetIDBytes(b *testing.B) { |
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ev := createTestEvent() |
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defer ev.Free() |
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|
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b.ResetTimer() |
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b.ReportAllocs() |
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|
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for i := 0; i < b.N; i++ { |
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_ = ev.GetIDBytes() |
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} |
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} |
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|
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// BenchmarkRoundTripJSON benchmarks JSON marshal/unmarshal round trip
|
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func BenchmarkRoundTripJSON(b *testing.B) { |
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ev := createTestEvent() |
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defer ev.Free() |
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|
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b.ResetTimer() |
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b.ReportAllocs() |
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|
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for i := 0; i < b.N; i++ { |
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jsonData := ev.Marshal(nil) |
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ev2 := New() |
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_, err := ev2.Unmarshal(jsonData) |
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if err != nil { |
||||
b.Fatal(err) |
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} |
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ev2.Free() |
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} |
||||
} |
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|
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// BenchmarkRoundTripBinary benchmarks binary marshal/unmarshal round trip
|
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func BenchmarkRoundTripBinary(b *testing.B) { |
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ev := createTestEvent() |
||||
defer ev.Free() |
||||
|
||||
buf := &bytes.Buffer{} |
||||
b.ResetTimer() |
||||
b.ReportAllocs() |
||||
|
||||
for i := 0; i < b.N; i++ { |
||||
buf.Reset() |
||||
ev.MarshalBinary(buf) |
||||
|
||||
ev2 := New() |
||||
reader := bytes.NewReader(buf.Bytes()) |
||||
if err := ev2.UnmarshalBinary(reader); err != nil { |
||||
b.Fatal(err) |
||||
} |
||||
ev2.Free() |
||||
} |
||||
} |
||||
|
||||
// BenchmarkEstimateSize benchmarks size estimation
|
||||
func BenchmarkEstimateSize(b *testing.B) { |
||||
ev := createTestEvent() |
||||
defer ev.Free() |
||||
|
||||
b.ResetTimer() |
||||
b.ReportAllocs() |
||||
|
||||
for i := 0; i < b.N; i++ { |
||||
_ = ev.EstimateSize() |
||||
} |
||||
} |
||||
|
||||
Loading…
Reference in new issue