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perf: Optimize telemetry latency logging and feature flag caching
Optimizations implemented: 1. Latency Logger (latency_logger.py): - Eliminated extractor pattern - replaced wrapper classes with direct attribute access functions, removing object creation overhead - Switched from time.perf_counter() to time.monotonic() for faster timing - Added feature flag early exit - checks cached telemetry_enabled flag to skip heavy work when telemetry is disabled - Simplified code structure with early returns for better readability 2. Feature Flag Caching (feature_flag.py): - Changed cache key from session_id to host - Feature flags now shared across multiple connections to same host - Reduces network calls - first connection fetches, subsequent reuse cache Performance impact: - When telemetry disabled: significantly reduced overhead (only timing + debug log) - When telemetry enabled: reduced overhead from data extraction optimizations - Feature flag: Only fetched once per host instead of per session - Overall: Reduces telemetry overhead substantially The decorator now: - Always logs latency at DEBUG level for debugging - Exits early using cached connection.telemetry_enabled flag - Only performs data extraction and object creation when telemetry is enabled
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src/databricks/sql/common/feature_flag.py

Lines changed: 5 additions & 3 deletions
Original file line numberDiff line numberDiff line change
@@ -165,8 +165,9 @@ def get_instance(cls, connection: "Connection") -> FeatureFlagsContext:
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cls._initialize()
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assert cls._executor is not None
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# Use the unique session ID as the key
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key = connection.get_session_id_hex()
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# Cache at HOST level - share feature flags across connections to same host
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# Feature flags are per-host, not per-session
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key = connection.session.host
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if key not in cls._context_map:
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cls._context_map[key] = FeatureFlagsContext(
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connection, cls._executor, connection.session.http_client
@@ -177,7 +178,8 @@ def get_instance(cls, connection: "Connection") -> FeatureFlagsContext:
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def remove_instance(cls, connection: "Connection"):
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"""Removes the context for a given connection and shuts down the executor if no clients remain."""
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with cls._lock:
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key = connection.get_session_id_hex()
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# Use host as key to match get_instance
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key = connection.session.host
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if key in cls._context_map:
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cls._context_map.pop(key, None)
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