Problem
No visibility into performance differences between Retrofit and GH CLI implementations:
- Which is faster for various operations?
- Network usage comparison
- API rate limit consumption patterns
- Memory usage differences
Proposed Solution
Add performance tracking and comparison metrics:
1. Extend CacheStatsService
Add implementation-specific metrics:
data class ApiClientPerformanceStats(
val clientType: ApiClientType,
val totalRequests: Int,
val averageResponseTime: Duration,
val cacheHitRate: Double,
val networkBytesTransferred: Long,
val rateLimitRemaining: Int
)
2. Add Instrumentation
Wrap API calls with timing:
suspend fun <T> measureRequest(operation: suspend () -> T): Pair<T, Duration> {
val start = System.nanoTime()
val result = operation()
val duration = Duration.ofNanos(System.nanoTime() - start)
return result to duration
}
3. Generate Comparison Report
Create a summary showing:
- Average request time per implementation
- Cache effectiveness
- Network efficiency
- Rate limit usage
Example output:
API Client Performance Comparison
==================================
Retrofit Implementation:
- Avg Response Time: 145ms
- Cache Hit Rate: 73%
- Network Requests: 27
GH CLI Implementation:
- Avg Response Time: 285ms
- Cache Hit Rate: 0%
- Network Requests: 100
Benefits
- Data-driven decision making for implementation choice
- Identify performance bottlenecks
- Guide optimization efforts
- Document tradeoffs for users
Priority
Low - Nice to have but not critical for functionality
Related Files
src/main/kotlin/dev/hossain/githubstats/client/GitHubApiClient.kt
src/main/kotlin/dev/hossain/githubstats/cache/CacheStatsService.kt
Problem
No visibility into performance differences between Retrofit and GH CLI implementations:
Proposed Solution
Add performance tracking and comparison metrics:
1. Extend CacheStatsService
Add implementation-specific metrics:
2. Add Instrumentation
Wrap API calls with timing:
3. Generate Comparison Report
Create a summary showing:
Example output:
Benefits
Priority
Low - Nice to have but not critical for functionality
Related Files
src/main/kotlin/dev/hossain/githubstats/client/GitHubApiClient.ktsrc/main/kotlin/dev/hossain/githubstats/cache/CacheStatsService.kt