BaseExperimentationProvider: ttl on item level (#4540)
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@@ -11,7 +11,7 @@ EXPERIMENTATION_CACHE_MAX_SIZE = 100000 # Max entries per cache
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class BaseExperimentationProvider(ABC):
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def __init__(self) -> None:
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# feature_name -> distinct_id -> result with TTL-based expiration
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# Cache with composite key (feature_name, distinct_id) for per-entry TTL expiration
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self.result_map: TTLCache = TTLCache(maxsize=EXPERIMENTATION_CACHE_MAX_SIZE, ttl=EXPERIMENTATION_CACHE_TTL)
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self.variant_map: TTLCache = TTLCache(maxsize=EXPERIMENTATION_CACHE_MAX_SIZE, ttl=EXPERIMENTATION_CACHE_TTL)
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self.payload_map: TTLCache = TTLCache(maxsize=EXPERIMENTATION_CACHE_MAX_SIZE, ttl=EXPERIMENTATION_CACHE_TTL)
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@@ -23,15 +23,14 @@ class BaseExperimentationProvider(ABC):
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async def is_feature_enabled_cached(
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self, feature_name: str, distinct_id: str, properties: dict | None = None
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) -> bool:
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if feature_name not in self.result_map:
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self.result_map[feature_name] = {}
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if distinct_id not in self.result_map[feature_name]:
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cache_key = (feature_name, distinct_id)
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if cache_key not in self.result_map:
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feature_flag_value = await self.is_feature_enabled(feature_name, distinct_id, properties)
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self.result_map[feature_name][distinct_id] = feature_flag_value
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self.result_map[cache_key] = feature_flag_value
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if feature_flag_value:
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LOG.info("Feature flag is enabled", flag=feature_name, distinct_id=distinct_id)
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return self.result_map[feature_name][distinct_id]
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return self.result_map[cache_key]
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@abstractmethod
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async def get_value(self, feature_name: str, distinct_id: str, properties: dict | None = None) -> str | None:
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@@ -43,27 +42,25 @@ class BaseExperimentationProvider(ABC):
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async def get_value_cached(self, feature_name: str, distinct_id: str, properties: dict | None = None) -> str | None:
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"""Get the value of a feature."""
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if feature_name not in self.variant_map:
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self.variant_map[feature_name] = {}
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if distinct_id not in self.variant_map[feature_name]:
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cache_key = (feature_name, distinct_id)
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if cache_key not in self.variant_map:
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variant = await self.get_value(feature_name, distinct_id, properties)
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self.variant_map[feature_name][distinct_id] = variant
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self.variant_map[cache_key] = variant
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if variant:
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LOG.info("Feature is found", flag=feature_name, distinct_id=distinct_id, variant=variant)
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return self.variant_map[feature_name][distinct_id]
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return self.variant_map[cache_key]
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async def get_payload_cached(
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self, feature_name: str, distinct_id: str, properties: dict | None = None
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) -> str | None:
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"""Get the payload for a feature flag if it exists."""
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if feature_name not in self.payload_map:
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self.payload_map[feature_name] = {}
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if distinct_id not in self.payload_map[feature_name]:
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cache_key = (feature_name, distinct_id)
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if cache_key not in self.payload_map:
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payload = await self.get_payload(feature_name, distinct_id, properties)
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self.payload_map[feature_name][distinct_id] = payload
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self.payload_map[cache_key] = payload
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if payload:
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LOG.info("Feature payload is found", flag=feature_name, distinct_id=distinct_id, payload=payload)
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return self.payload_map[feature_name][distinct_id]
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return self.payload_map[cache_key]
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class NoOpExperimentationProvider(BaseExperimentationProvider):
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