`VgMdZddlmZddlZddlmZmZddlZddlm Z ddl Z ddl m Z m Z mZmZmZmZmZmZmZmZddlZddlZddlmZddlmZmZmZmZm Z dd l!m"Z"dd l#m$Z$dd l%m&Z&m'Z'm(Z(m)Z)dd l*m+Z+m,Z,m-Z-dd l.m/Z/ddl0m1Z1e rddl2m3Z3dZ4dZ5d?dZ6d@dAdZ7dZ8dBdZ9dBdZ:dBdZ;dBdZedDdFdZ>dGdFdZ> dG dHdZ?dZ@dIdZAdBd ZBdJd!ZCdKd"ZDd#ZEd$ZFd%ZGedLd&ZHe dMd'ZHdGdNd(ZH dOd)ZId*ZJ dPd+ZKejdQd,ZMdRd-ZNejejejejjejejjiZUiejd.ejd/ejd0ejd1ejd2ejd.ejd.ejd3ejd3ejd4ejd4ejd5ejd5ejd6ejd6ejd7ejd7ejd/ejd/ejd0ejd0ejd8ejd8ejd9ejd9iZidSd:Zjd;ZkdTd<ZldUd=Zm d@ dVd>Zny)Wzh Misc tools for implementing data structures Note: pandas.core.common is *not* part of the public API. ) annotationsN)abc defaultdict)partial) TYPE_CHECKINGAnyCallable CollectionHashableIterableIteratorSequencecastoverload)lib) AnyArrayLike ArrayLikeNpDtype RandomStateT)find_stack_level)'construct_1d_object_array_from_listlike) is_array_like is_bool_dtypeis_extension_array_dtype is_integer)ABCExtensionArrayABCIndex ABCSeries)iterable_not_string)isna)Indexc#dK|D]%}t|rt|Ed{"|'y7 w)a Flatten an arbitrarily nested sequence. Parameters ---------- line : sequence The non string sequence to flatten Notes ----- This doesn't consider strings sequences. Returns ------- flattened : generator N)r flatten)lineelements S/var/www/html/hubwallet-dev/venv/lib/python3.12/site-packages/pandas/core/common.pyr$r$=s5" w 'w' ' 'M  's 0. 0c~|dj}|ddD]} |j|k7rd}|S#t$rd}Y&wxYw)Nr)name ValueError)objsr*objs r'consensus_name_attrr.UsX 7<znot_none..s 3C3?C 3srQargss r'not_nonerXs 44 33rBc&td|DS)z? Returns a boolean indicating if any argument is None. c3$K|]}|du ywrPrQrRs r'rUzany_none..+ssd{+r9rVs r'any_noner^ +d+ ++rBc&td|DS)zA Returns a boolean indicating if all arguments are None. c3$K|]}|du ywrPrQrRs r'rUzall_none..r[r\allrVs r'all_nonerdr_rBc&td|DS)zC Returns a boolean indicating if any argument is not None. c3$K|]}|du ywrPrQrRs r'rUzany_not_none../3s$/r\r]rVs r' any_not_nonerh /$/ //rBc&td|DS)zE Returns a boolean indicating if all arguments are not None. c3$K|]}|du ywrPrQrRs r'rUzall_not_none..rgr\rbrVs r' all_not_nonerlrirBc&td|DS)z; Returns the count of arguments that are not None. c3$K|]}|du ywrPrQ)rSxs r'rUz!count_not_none..s+q}+r\)sumrVs r'count_not_nonerqr_rBcyrPrQvaluesr4s r'asarray_tuplesaferusrBcyrPrQrss r'rururBct|ttfst|ds t|}nt|tr |j St|tr#|t jtfvr t|S tj5tjdt jt j||}dddt!j"j$t&rt j|t}|j(dk(r#|Dcgc] }t|}}t|}|S#1swY|xYw#t$rt|cYSwxYwcc}w)N __array__ignorer4)r1r:tuplehasattrr_valuesr2r5objectrrGcatch_warnings simplefilterVisibleDeprecationWarningr6r+ issubclassr4r<strndim)rtr4resultros r'rurus  ve} -1Mf FH %~~&$Ebjj&-A$A6v>> ?  $ $ & 5  ! !(B,H,H IZZe4F 5&,,##S)F&1 {{a$*+q%(++8@ M' 5 5 ? 7v>> ?,s0?E.f s ;!9 HrB)r1rrr)rrs` r'get_rename_functionrs'  6CKK#;<1H&HrBct|ttjtt t fr|St|tjrt|ts t|S|gS)z Convert list-like or scalar input to list-like. List, numpy and pandas array-like inputs are returned unmodified whereas others are converted to list. ) r1r:r2r3rrrrr r)rts r'convert_to_list_likersK&4XyBSTU FCLL )*VS2IF| 8OrBc#Kt||}t||| |t|||y#t|||wxYww)zTemporarily set attribute on an object. Args: obj: Object whose attribute will be modified. attr: Attribute to modify. value: Value to temporarily set attribute to. Yields: obj with modified attribute. N)rsetattr)r-attrvalue old_values r' temp_setattrr"sBT"I Cu& T9%T9%sA/A>Aczt|t|k7r$tdt|dt|dy)zC Check the length of data matches the length of the index. zLength of values (z") does not match length of index ()N)r;r+)dataindexs r'require_length_matchr6sI 4yCJ D {E |1   rBrpmaxminrcr9meanprodstdvarmediancumprodcumsumc,tj|S)zH if we define an internal function for this argument, return it ) _cython_tablegetrTs r'get_cython_funcris   S !!rBc.tj||S)zd if we define a builtin function for this argument, return it, otherwise return the arg )_builtin_tablerrs r'is_builtin_funcrps   c3 ''rBcXt|Dcgc]\}}|d|n|c}}Scc}}w)a, If a name is missing then replace it by level_n, where n is the count .. versionadded:: 1.4.0 Parameters ---------- names : list-like list of column names or None values. Returns ------- list list of column names with the None values replaced. level_) enumerate)namesir*s r'fill_missing_namesrxs2 CLEBR Swq$DLfQCLd 2 SS Ss&cB|tjurd}|S|d}|S|}|S)aDetermine the Boolean value of numeric_only. See GH#46560 for details on the deprecation. Parameters ---------- numeric_only : bool, None, or lib.no_default Value passed to the method. Returns ------- Resolved value of numeric_only. TF)r no_default) numeric_onlyrs r'resolve_numeric_onlyrs@s~~% M   M MrBc|dvrd}nd}d|d|jd|d}|r |d|d z }|d |d z }tj|tt y )aEmit FutureWarning message for deprecation of numeric_only. See GH#46560 for details on the deprecation. Parameters ---------- cls : type pandas type that is generating the warning. name : str Name of the method that is generating the warning. deprecate_none : bool, default False Whether to also warn about the deprecation of specifying ``numeric_only=None``. )rcr9 bool_onlyrzThe default value of z in .z? is deprecated. In a future version, it will default to False. zIn addition, specifying 'z=None' is deprecated. z2Select only valid columns or specify the value of z to silence this warning.rDN)rrGrHrIr)clsr*deprecate_nonearg_namers r'deprecate_numeric_only_defaultrs  ~! zcll^1TFCF F *8*4JKK rreturnbool)F)rLr)rr)rrJ).)rtzArrayLike | list | tuple | zipr4NpDtype | Noner np.ndarray)rtr r4rrrrP)rznp.ndarray | Iterabler4rrr)r-zIterable[T] | TrzCollection[T] | T)rz list[bool])r%rJrr)rnp.random.Generatorrr)rzGint | ArrayLike | np.random.BitGenerator | np.random.RandomState | Nonerznp.random.RandomState)rzRandomState | None)rz/Callable[..., T] | tuple[Callable[..., T], str]rr)rtz"Hashable | Iterable | AnyArrayLikerzlist | AnyArrayLike)rrrzIterator[None])rr"rNone)rTr rz str | None)rzSequence[Hashable | None]rzlist[Hashable])rzbool | None | lib.NoDefaultrr)rr<r*rrrrr)o__doc__ __future__rbuiltins collectionsrr contextlib functoolsrrtypingrrr r r r r rrrrGnumpyr2 pandas._libsrpandas._typingrrrrrpandas.util._exceptionsrpandas.core.dtypes.castrpandas.core.dtypes.commonrrrrpandas.core.dtypes.genericrrrpandas.core.dtypes.inferencer pandas.core.dtypes.missingr!pandasr"r$r.rArMrXr^rdrhrlrqrurrrrrrrrrrrrrcontextmanagerrrrprmaximumreducerminimumrrcr9nansumrnanmeanrnanprodrnanstdrnanvarr nanmediannanmaxnanminr nancumprodr nancumsumrrrrrrrQrBr'rs #   5K  =+04n64,,00, DG *3A   D<@ !*8:  I ""@    R  5 p"*>"*"*J I  .   &&&  " LL"&& LL"**## LL"**##  LL% LL% LL%FFE  FFE  FFE IIuGGVJJGGVJJFFEIIuFFEIIu IIx!"LL(#$FFEIIuFFEIIuJJ MM9IIxLL(3 :"(T&827 E  E E*. E  ErB