
    Ig
                         d dl Z d dlZd dlmZ d dlmZmZmZ d dlm	Z	 d dl
Z e       deddfd       Z e       deddfd       Zy)	    N)	ClientAPI)COMPACTION_SLEEPresetskip_if_not_cluster)
invariantsclientreturnc                 P   t        j                          }t        j                  |       t        d|       t	        |        | j                  ddddd      }g }g }t        d      D ]o  }|j                  t        |             |j                  t        j                  j                  dd      d	          |j                  t        |      g|d
   g       q t        j                  j                  dd      d	   }t        d|       t        j                  |||d d dd|g       y )NGenerating data with seed test   zhnsw:construction_efzhnsw:search_efzhnsw:Mnamemetadata        r   )ids
embeddingsGenerated data with seed r   r   	metadatas	documents
   query_embeddings)timerandomseedprintr   create_collectionrangeappendstrnprandaddr   ann_accuracy)r   r!   
collectionr   r   irandom_querys          b/var/www/html/answerous/venv/lib/python3.12/site-packages/chromadb/test/distributed/test_sanity.pytest_addr/      s    99;D
KK	
&-	&M))*-PST * J CJ4[ 


3q6"))..A.q12Q"2' 	 	

 99>>!Q'*L	
%t,$		
 	&
    c                     t        j                          }t        j                  |       t        d|       t	        |        | j                  ddddd      }g }g }g }t        d      D ]  }|j                  t        |             |j                  t        j                  j                  dd      d	          |j                  d
|        |j                  t        |      g|d   g|d   g        t        j                  t               t        j                  j                  dd      d	   }t        j                  j                  dd      d	   }t        d|       t        j                  |||d |dd||g       y )Nr   *test_add_include_all_with_compaction_delayr   r   r   r   r   r   r   	document_r   )r   r   r   r   r   r   r   )r   r    r!   r"   r   r#   r$   r%   r&   r'   r(   r)   sleepr   r   r*   )	r   r!   r+   r   r   r   r,   random_query_1random_query_2s	            r.   r2   r2   9   sb   99;D
KK	
&-	&M))9*-PST * J
 CJI4[ 


3q6"))..A.q129QC)Q"2' }o 	 	
	
 	JJ YY^^Aq)!,NYY^^Aq)!,N	
%t, $"		
 	(.9
r0   )r    r   chromadb.apir   chromadb.test.conftestr   r   r   chromadb.test.propertyr   numpyr'   r/   r2    r0   r.   <module>r<      so      " 
 .  %%	% %P (y (T ( (r0   