tj: rddlmZmZmZddlmZ d deedeedeeedefdZ dS) )ListOptionalTuple) SparseVectorNindicesvalueslabelsreturnc|stggdS|gtt|||d}t|\}}}tt|t|t|Stt||d}t|\}}tt|t|dS)aGNormalize and create a SparseVector by sorting indices and values together. This function takes raw indices and values (which may be unsorted or have duplicates) and returns a properly constructed SparseVector with sorted indices. Args: indices: List of dimension indices (may be unsorted) values: List of values corresponding to each index labels: Optional list of string labels corresponding to each index Returns: SparseVector with indices sorted in ascending order Raises: ValueError: If indices and values have different lengths ValueError: If there are duplicate indices (after sorting) ValueError: If indices are negative ValueError: If values are not numeric ValueError: If labels is provided and has different length than indices N)rrr c|dSNrxs c/var/www/html/CA-Chatbot/venv/lib/python3.11/site-packages/chromadb/utils/sparse_embedding_utils.pyz)normalize_sparse_vector..#s AaD)keyc|dSr rrs rrz)normalize_sparse_vector..+s !A$r)rsortedziplist)rrr sorted_triplessorted_indices sorted_values sorted_labels sorted_pairss rnormalize_sparse_vectorrs2 @Br$????GVV < <..QQQ7:N7K4 }(( && &&    c'622GGG (+\(:% (( &&    r)N) typingrrrchromadb.base_typesrintfloatstrrrrrr$s((((((((((,,,,,, #', , #Y, K,  T#Y ,  , , , , , , r