| 
					
					
						
							
						
					
					
				 | 
				@ -13,9 +13,6 @@ class MilvusClient(PyOperator): | 
			
		
		
	
		
			
				 | 
				 | 
				    """ | 
				 | 
				 | 
				    """ | 
			
		
		
	
		
			
				 | 
				 | 
				
 | 
				 | 
				 | 
				
 | 
			
		
		
	
		
			
				 | 
				 | 
				    def __init__(self, host: str, port: int, collection_name: str): | 
				 | 
				 | 
				    def __init__(self, host: str, port: int, collection_name: str): | 
			
		
		
	
		
			
				 | 
				 | 
				        """ | 
				 | 
				 | 
				 | 
			
		
		
	
		
			
				 | 
				 | 
				        Get an existing collection. | 
				 | 
				 | 
				 | 
			
		
		
	
		
			
				 | 
				 | 
				        """ | 
				 | 
				 | 
				 | 
			
		
		
	
		
			
				 | 
				 | 
				        self._host = host | 
				 | 
				 | 
				        self._host = host | 
			
		
		
	
		
			
				 | 
				 | 
				        self._port = port | 
				 | 
				 | 
				        self._port = port | 
			
		
		
	
		
			
				 | 
				 | 
				        self._collection_name = collection_name | 
				 | 
				 | 
				        self._collection_name = collection_name | 
			
		
		
	
	
		
			
				| 
					
					
					
						
							
						
					
				 | 
				@ -23,7 +20,7 @@ class MilvusClient(PyOperator): | 
			
		
		
	
		
			
				 | 
				 | 
				        connections.connect(alias=self._connect_name, host=self._host, port=self._port) | 
				 | 
				 | 
				        connections.connect(alias=self._connect_name, host=self._host, port=self._port) | 
			
		
		
	
		
			
				 | 
				 | 
				        self._collection = Collection(self._collection_name, using=self._connect_name) | 
				 | 
				 | 
				        self._collection = Collection(self._collection_name, using=self._connect_name) | 
			
		
		
	
		
			
				 | 
				 | 
				
 | 
				 | 
				 | 
				
 | 
			
		
		
	
		
			
				 | 
				 | 
				    def __call__(self, *data): | 
				 | 
				 | 
				 | 
			
		
		
	
		
			
				 | 
				 | 
				 | 
				 | 
				 | 
				    def __call__(self, *row): | 
			
		
		
	
		
			
				 | 
				 | 
				        """ | 
				 | 
				 | 
				        """ | 
			
		
		
	
		
			
				 | 
				 | 
				        Insert data to Milvus. | 
				 | 
				 | 
				        Insert data to Milvus. | 
			
		
		
	
		
			
				 | 
				 | 
				
 | 
				 | 
				 | 
				
 | 
			
		
		
	
	
		
			
				| 
					
					
					
						
							
						
					
				 | 
				@ -35,10 +32,7 @@ class MilvusClient(PyOperator): | 
			
		
		
	
		
			
				 | 
				 | 
				            A MutationResult object contains `insert_count` represents how many and a `primary_keys` of primary keys. | 
				 | 
				 | 
				            A MutationResult object contains `insert_count` represents how many and a `primary_keys` of primary keys. | 
			
		
		
	
		
			
				 | 
				 | 
				
 | 
				 | 
				 | 
				
 | 
			
		
		
	
		
			
				 | 
				 | 
				        """ | 
				 | 
				 | 
				        """ | 
			
		
		
	
		
			
				 | 
				 | 
				        vectors = [] | 
				 | 
				 | 
				 | 
			
		
		
	
		
			
				 | 
				 | 
				        for v in data: | 
				 | 
				 | 
				 | 
			
		
		
	
		
			
				 | 
				 | 
				            vectors.append(v if isinstance(v, list) else [v]) | 
				 | 
				 | 
				 | 
			
		
		
	
		
			
				 | 
				 | 
				        mr = self._collection.insert(vectors) | 
				 | 
				 | 
				 | 
			
		
		
	
		
			
				 | 
				 | 
				 | 
				 | 
				 | 
				        mr = self._collection.insert(row) | 
			
		
		
	
		
			
				 | 
				 | 
				        if mr.err_count > 0: | 
				 | 
				 | 
				        if mr.err_count > 0: | 
			
		
		
	
		
			
				 | 
				 | 
				            raise RuntimeError("Insert to milvus failed") | 
				 | 
				 | 
				            raise RuntimeError("Insert to milvus failed") | 
			
		
		
	
		
			
				 | 
				 | 
				        return None | 
				 | 
				 | 
				        return None | 
			
		
		
	
	
		
			
				| 
					
					
					
				 | 
				
  |