]j DSSKrSSKJr SrSS.SjrS SjrSS.S jrg) N) get_namespacec8[U[R5(dU$SURR;aU$[R"U5n[R"URSU0S9nURUS9$![ [ 4a NXf=f)zAttach unique values of y to y and return the result. The result is a view of y, and the metadata (unique) is not attached to y. unique)metadata)dtype) isinstancenpndarrayrrAttributeError TypeErrorrview)yr unique_dtypes R/home/mande/repo/quber/.venv/lib/python3.13/site-packages/sklearn/utils/_unique.py_attach_uniquer s a $ $ qww'' 'H ( YYq\F88AGGx.@AL 66 6 %% I &   sBBBF) return_tuplec`[SU55n[U5S:Xa U(dUS$U$)aAttach unique values of ys to ys and return the results. The result is a view of y, and the metadata (unique) is not attached to y. IMPORTANT: The output of this function should NEVER be returned in functions. This is to avoid this pattern: .. code:: python y = np.array([1, 2, 3]) y = attach_unique(y) y[1] = -1 # now np.unique(y) will be different from cached_unique(y) Parameters ---------- *ys : sequence of array-like Input data arrays. return_tuple : bool, default=False If True, always return a tuple even if there is only one array. Returns ------- ys : tuple of array-like or array-like Input data with unique values attached. c38# UHn[U5v M g7fN)r).0rs r attach_unique..8s.2aq!!2srtuplelen)rysress r attach_uniquers/8 .2. .C 3x1}\1v JcURRb3SURR;aURRS$[XS9upUR U5$![a N(f=f)zReturn the unique values of y. Use the cached values from dtype.metadata if present. This function does NOT cache the values in y, i.e. it doesn't change y. Call `attach_unique` to attach the unique values to y. rxp)rrr r unique_values)rr#_s r_cached_uniquer&>sp 77   'H8H8H,H77##H- - ! #EB  A     sA A(( A54A5r"cZ^[U4SjU55n[U5S:XaUS$U$)a@Return the unique values of ys. Use the cached values from dtype.metadata if present. This function does NOT cache the values in y, i.e. it doesn't change y. Call `attach_unique` to attach the unique values to y. Parameters ---------- *ys : sequence of array-like Input data arrays. xp : module, default=None Precomputed array namespace module. When passed, typically from a caller that has already performed inspection of its own inputs, skips array namespace inspection. Returns ------- res : tuple of array-like or array-like Unique values of ys. c38># UHn[UTS9v M g7f)r"N)r&)rrr#s rr cached_unique..is5"QqR("srrr)r#rrs` r cached_uniquer*Qs.0 5"5 5C 3x1}1v Jr r)numpyr sklearn.utils._array_apirrrr&r*r rr.s,2&&%*D&r