lQj: XddlmZmZmZddlmZ d deedeedeeedefdZ y) )ListOptionalTuple) SparseVectorNindicesvalueslabelsreturncH|stggdS|Ntt|||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 j/home/oem/CyberBrain26-unified/.venv/lib/python3.12/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 <.Q7:N7K4 }( & &  c'62G (+\(:% ( &  r)N) typingrrrchromadb.base_typesrintfloatstrrrrrr$sM((, #', #Y, K,  T#Y ,  , r