`Vg(ddlmZddlZddlmZddlZddlmZm Z ddl m Z ddl m Z ddlmZddlmZdd lmZmZmZmZmZdd lmZdd lmZdd lmZdd lmZddl m!Z!m"Z"m#Z#m$Z$ddl%m&Z&ddl'm(Z(ddl)m*Z*ejVdZ,gdZ- d ddZ.ddZ/ d d dZ0d!dZ1d"d#dZ2dZ3d$dZ4d%dZ5y)&) annotationsN)cast)NaTlib)InvalidIndexError)find_common_type)is_dtype_equal) safe_sort)Index _new_Index ensure_indexensure_index_from_sequencesget_unanimous_names)CategoricalIndex) DatetimeIndex) IntervalIndex) MultiIndex) Float64Index Int64Index NumericIndex UInt64Index) PeriodIndex) RangeIndex)TimedeltaIndexzSorting because non-concatenation axis is not aligned. A future version of pandas will change to not sort by default. To accept the future behavior, pass 'sort=False'. To retain the current behavior and silence the warning, pass 'sort=True'. )r rrrrrrrrrrrrr rr rget_objs_combined_axis union_indexesrall_indexes_same default_indexsafe_sort_indexcf|Dcgc]}|j|}}t||||Scc}w)a Extract combined index: return intersection or union (depending on the value of "intersect") of indexes on given axis, or None if all objects lack indexes (e.g. they are numpy arrays). Parameters ---------- objs : list Series or DataFrame objects, may be mix of the two. intersect : bool, default False If True, calculate the intersection between indexes. Otherwise, calculate the union. axis : {0 or 'index', 1 or 'outer'}, default 0 The axis to extract indexes from. sort : bool, default True Whether the result index should come out sorted or not. copy : bool, default False If True, return a copy of the combined index. Returns ------- Index ) intersectsortcopy) _get_axis_get_combined_index)objsr!axisr"r#obj obs_idxess X/var/www/html/hubwallet-dev/venv/lib/python3.12/site-packages/pandas/core/indexes/api.pyrrNs64155t$5I5 yIDt TT6s.ct}g}|D];}t||vs|jt||j|=|S)z^ Return a list with distinct elements of "objs" (different ids). Preserves order. )setidaddappend)r&idsresr(s r*_get_distinct_objsr2lsM EC C c7#  GGBsG  JJsO Jc,t|}t|dk(r tg}nOt|dk(r|d}n;|r!|d}|ddD]}|j|}nt |d}t |}|r t |}|r|j}|S)a Return the union or intersection of indexes. Parameters ---------- indexes : list of Index or list objects When intersect=True, do not accept list of lists. intersect : bool, default False If True, calculate the intersection between indexes. Otherwise, calculate the union. sort : bool, default False Whether the result index should come out sorted or not. copy : bool, default False If True, return a copy of the combined index. Returns ------- Index rNFr")r2lenr intersectionrr rr#)indexesr!r"r#indexothers r*r%r%zs4!)G 7|qb  W    QR[ .E&&u-E .gE2U# &   Lr3c\|jr|S t|}t|tr|St t j |}t|tr#tj||j}|St||j|j}|S#t$rY|SwxYw)z Returns the sorted index We keep the dtypes and the name attributes. Parameters ---------- index : an Index Returns ------- Index )names)namedtype) is_monotonic_increasingr isinstancerrnpndarray from_tuplesr=r r>r? TypeError)r: array_sorteds r*rrs $$  L '  lJ / BJJ 5 eZ (**._unique_indices..convs!U#HHJHr3r6)r?)r rfast_unique_multiple_list)indsr?rMrLr"s r*_unique_indicesz&union_indexes.._unique_indicess<     ) )D*Aq47*A M  *As; cDcgc]}t|ts|j!}}|r t|}|Sd}|Scc}w)a Finds a common type for the indexes to pass through to resulting index. Parameters ---------- inds: list of Index or list objects Returns ------- The common type or None if no indexes were given N)rAr r?r)rOidxdtypesr?r9s r*_find_common_index_dtypez/union_indexes.._find_common_index_dtypesK(/I*S%2H#))II $V,E E Js??specialNz0Cannot join tz-naive with tz-aware DatetimeIndexTc3^K|]$}t|jj&ywrJ)r r?).0xfirsts r* z union_indexes..#s M~aggu{{;Ms*-UTCF)r#r6arrayc3@K|]}j|ywrJequals)rWr;r:s r*rZz union_indexes..<s@55<<&@)returnr )r7AssertionErrorrAlistr sorted_sanitize_and_checkrtzrEall tz_convertastypeobjectunionrr>rename)r9r"resultkindrPrTrXdtisdti_tzsr;r?r>rYr:s`` @@r*rrs#  7|qBCC 7|q fd #6&>*F '0MGT 4( y"CajM&BCC"7add&6177 w<3t9~ - NO O t9G $DMWMM9@@11<<.@QZF Y]D>EEqxxUx3EGQZFQR[ GE\\%dd\FF G (1 @GABK@@#GU3E"G,Q/ 5:: LL&E (1w..[D7AFs$G;G;!H3H HH c\t|Dchc] }t|c}}t|vr[t|dkDrI|Dcgc](}t|tst t|n|*}}|j tn|dfSt|dkDst|vr|dfS|dfScc}wcc}w)aN Verify the type of indexes and convert lists to Index. Cases: - [list, list, ...]: Return ([list, list, ...], 'list') - [list, Index, ...]: Return _sanitize_and_check([Index, Index, ...]) Lists are sorted and converted to Index. - [Index, Index, ...]: Return ([Index, Index, ...], TYPE) TYPE = 'special' if at least one special type, 'array' otherwise. Parameters ---------- indexes : list of Index or list objects Returns ------- sanitized_indexes : list of Index or list objects type : {'list', 'array', 'special'} r5rcrUr\)rctyper7rAr remove)r9r:kindsrXs r*rereHs* 73%$u+3 4E u} u:>KRFGjE&:d1gAG LL F? " 5zA~e+ !!4s B$-B)cXt|}t|tfd|DS)z Determine if all indexes contain the same elements. Parameters ---------- indexes : iterable of Index objects Returns ------- bool True if all indexes contain the same elements, False otherwise. c3@K|]}j|ywrJr^)rWr:rYs r*rZz#all_indexes_same..}s4uu||E"4r`)iternextrg)r9itrrYs @r*rrns( w-C IE 44 44r3cHtd|}tj|dS)Nr)r>)ranger _simple_new)nrngs r*rrs 1+C  ! !#D 11r3)FrTF)r!boolr"rr#rrar )r& list[Index]rar)FFF) r9rr!rr"rr#rrar )r:r rar )T)r"z bool | Nonerar )rar)r}intrar)6 __future__rtextwraptypingrnumpyrB pandas._libsrr pandas.errorsrpandas.core.dtypes.castrpandas.core.dtypes.commonr pandas.core.algorithmsr pandas.core.indexes.baser r r rrpandas.core.indexes.categoryrpandas.core.indexes.datetimesrpandas.core.indexes.intervalrpandas.core.indexes.multirpandas.core.indexes.numericrrrrpandas.core.indexes.periodrpandas.core.indexes.rangerpandas.core.indexes.timedeltasrdedent _sort_msg__all__rr2r%rrrerrr3r*rs",44,:760 309 HOO   8LQUU15UDHU U<   - -- -  -  -`Dy/x# L5$2r3