sh<SSKJr /SQrSrSrSrSrSrSrg ) ) OrderedDict)raises expand_tuples reverse_dictgroupbytypenamec,U"5 g!Ua gf=f)NFT)errlamdas ڌ/Users/tiagomarins/Projetos/claudeai/copy_bank/venv/lib/python3.13/site-packages/torch/fx/experimental/unification/multipledispatch/utils.pyrrs!  s  cU(dS/$[US[5(d'[USS5nUVs/sH o S4U-PM sn$[USS5nUVVs/sHo SHo34U-PM M snn$s snfs snnf)zT >>> expand_tuples([1, (2, 3)]) [(1, 2), (1, 3)] >>> expand_tuples([1, 2]) [(1, 2)] r rN) isinstancetupler)Lresttitems r rrs t !e $ $QqrU#%)*T1! T**QqrU#%);Tdd! d T;;+>> _toposort({1: (2, 3), 2: (3,)}) [1, 2, 3] >>> # Closely follows the wikipedia page [2] >>> # [1] Kahn, Arthur B. (1962), "Topological sorting of large networks", >>> # Communications of the ACM >>> # [2] http://en.wikipedia.org/wiki/Toposort#Algorithms c3@# UHupU[U54v M g7fN)set).0kvals r _toposort..1s T=S61!SX=Ssc36># UHoT;dM Uv M g7frr rvincoming_edgess r rr2sI1.1HQQs  r Nc3H># UHnTRUS5v M g7fr)getr s r rr=s! 61>  a & &s"zInput has cycles) rritemsfromkeyspopitemappendr$removeany ValueError)edgesSrn_mr"s @r _toposortr1#s"%(N T^=Q=Q=S TTNIIIA A yy{  1b!Aq)) )) 1  $ $Q '!!$$ " ! 6 666+,, Hcr[5nUH&nXHnURUS5U4-X'M M( U$)ayReverses direction of dependence dict >>> d = {"a": (1, 2), "b": (2, 3), "c": ()} >>> reverse_dict(d) # doctest: +SKIP {1: ('a',), 2: ('a', 'b'), 3: ('b',)} :note: dict order are not deterministic. As we iterate on the input dict, it make the output of this function depend on the dict order. So this function output order should be considered as undeterministic. r )rr$)dresultkeyrs r rrBsA]F6C **S"-6FK Mr2ct[5nUH'nU"U5nXB;a/X$'X$RU5 M) U$)azGroup a collection by a key function >>> names = ["Alice", "Bob", "Charlie", "Dan", "Edith", "Frank"] >>> groupby(len, names) # doctest: +SKIP {3: ['Bob', 'Dan'], 5: ['Alice', 'Edith', 'Frank'], 7: ['Charlie']} >>> iseven = lambda x: x % 2 == 0 >>> groupby(iseven, [1, 2, 3, 4, 5, 6, 7, 8]) # doctest: +SKIP {False: [1, 3, 5, 7], True: [2, 4, 6, 8]} See Also: ``countby`` )rr()funcseqr4rr6s r rrUs?  A4j <AF  d  Hr2cUR$![a? [U5S:Xa [U6s$SSR [ [U55S3s$f=f)zGet the name of `type`. Parameters ---------- type : Union[Type, Tuple[Type]] Returns ------- str The name of `type` or a tuple of the names of the types in `type`. Examples -------- >>> typename(int) 'int' >>> typename((int, float)) '(int, float)' r(z, ))__name__AttributeErrorlenrjoinmap)types r rrjsU 5}} 5 t9>T? "499S4012!445s !A#AAN) collectionsr__all__rrr1rrrr r2r rEs.# M<& >& *5r2