AILogStrategy class

AI Log Strategy for Strategic Logger

⚠️ SECURITY WARNING: This strategy sends logs to external AI services.

  • Logs may contain sensitive data (tokens, passwords, personal information)
  • Data is sent to third-party services (OpenAI, etc.)
  • May generate API costs
  • Ensure compliance with data privacy regulations (GDPR, LGPD, etc.)

Recommendations:

  • Sanitize sensitive data before enabling
  • Use with explicit user consent
  • Consider data privacy implications
  • Monitor API usage and costs

This strategy integrates with AI models and services to provide:

  • Intelligent log analysis
  • Pattern detection
  • Anomaly detection
  • Automated insights and recommendations
  • Natural language log summaries

Example:

// Use with caution - understand data privacy implications
AILogStrategy(
  apiKey: 'your-openai-api-key',
  enableAnalysis: false, // Disabled by default
)
Inheritance

Constructors

AILogStrategy({required String apiKey, String baseUrl = 'https://api.openai.com/v1', bool enableAnalysis = false, bool enableInsights = false, bool enableAnomalyDetection = false, Duration analysisInterval = const Duration(minutes: 5), int batchSize = 100})

Properties

analysisTimer → Timer?
Analysis timer for testing
no setter
hashCode → int
The hash code for this object.
no setterinherited
insightsStream → Stream<AIInsight>
Stream of AI insights
no setter
logBuffer → List<AILogEntry>
Log buffer for testing
no setter
loggerLogLevel ↔ LogLevel
The log level set by the logger using this strategy. Used to determine if a message should be logged.
getter/setter pairinherited
logLevel ↔ LogLevel
The minimum log level that this strategy handles for logging.
getter/setter pairinherited
runtimeType → Type
A representation of the runtime type of the object.
no setterinherited
supportedEvents ↔ List<LogEvent>?
A list of specific LogEvent types that this strategy supports. If null, all events are considered supported.
getter/setter pairinherited

Methods

buildAnalysisPrompt(List<AILogEntry> entries) → String
Build analysis prompt for testing
buildContext(Map<String, dynamic>? additionalContext, StackTrace? stackTrace) → Map<String, dynamic>
Build context for testing
buildSystemPrompt() → String
Build system prompt for testing
determineInsightType(AIAnalysisResult result) → AIInsightType
Determine insight type for testing
dispose() → void
error(LogEntry entry) → Future<void>
Logs an error.
override
extractRecommendations(String content) → List<String>
Extract recommendations for testing
fatal(LogEntry entry) → Future<void>
Logs a fatal error.
override
formatMessage(dynamic message) → String
Format message for testing
generateLogId() → String
Generate log ID for testing
generateLogSummary({Duration? timeRange, int? maxLogs}) → Future<String>
Generates a summary of recent logs
info(LogEntry entry) → Future<void>
Logs an info message or event.
override
log(LogEntry entry) → Future<void>
Logs a message or event.
override
logError(dynamic error, StackTrace? stackTrace, LogEvent? event, Map<String, dynamic>? context) → Future<void>
Legacy method for logging errors (for backward compatibility).
inherited
logMessage(dynamic message, LogEvent? event, Map<String, dynamic>? context) → Future<void>
Legacy method for logging messages (for backward compatibility).
inherited
noSuchMethod(Invocation invocation) → dynamic
Invoked when a nonexistent method or property is accessed.
inherited
shouldLog({LogEvent? event}) → bool
Determines whether a log operation should proceed based on the event and log level.
inherited
startAnalysis() → void
Starts the AI analysis timer
stopAnalysis() → void
Stops the AI analysis timer
toString() → String
Provides a string representation of the strategy including its type and log level.
override

Operators

operator ==(Object other) → bool
The equality operator.
inherited