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@ -65,8 +65,15 @@ class AnalyticdbVector(BaseVector):
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AnalyticdbVector._init = True
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def _initialize(self) -> None:
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self._initialize_vector_database()
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self._create_namespace_if_not_exists()
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cache_key = f"vector_indexing_{self.config.instance_id}"
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lock_name = f"{cache_key}_lock"
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with redis_client.lock(lock_name, timeout=20):
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collection_exist_cache_key = f"vector_indexing_{self.config.instance_id}"
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if redis_client.get(collection_exist_cache_key):
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return
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self._initialize_vector_database()
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self._create_namespace_if_not_exists()
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redis_client.set(collection_exist_cache_key, 1, ex=3600)
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def _initialize_vector_database(self) -> None:
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from alibabacloud_gpdb20160503 import models as gpdb_20160503_models
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