Ë
|
nñúh ã óè d dl mZ d dlZd dlZd dlmZ d dlZd dlZd dlm Z m
|
Z
|
m Z m Z m Z d dlZd dlZd dlZd dlmZ d dlmZmZmZmZ d dlmZmZm Z d dl m Z d d l m Z d d
|
l!m"Z" d d l#m$Z$m%Z% d d l&m'Z'm(Z(m)Z)m*Z*m+Z+m,Z,m-Z-m.Z. d d l/m0Z0 d dl1m2Z2 d dl3m4Z5m6Z6m7Z7m8Z8 d dl9m:Z: d dl;m<Z< d dl=m>Z> d dl?m@Z@ d dlAmBZBmCZC d dlDmEZE d dlFmGZG d dlHmIc mJZK d dlLmMZMmNZNmOZO d dlPmQZQ d dlRmSZS d dlTmUZU d dlVmWZW es d dlXZYd dlZm[Z\ d d l/m]Z] e\j¼ e\j¾ e\jÀ e\j e\jÄ e\jÆ d Zde\jÊ d e\jÌ d e\jÎ d d!Zhe\jÒ d" e\jÔ d# e\jÖ d$ d!Zl dId%Zm dJd&Zni d'e\jÞ d(d) d*e\jà d+d, d-e\jâ d.d/ d0d1 d2d3 d4d5 d6d7 d8erd9erd:erd;erd<e\jæ d=d> Zte r>d d?lumvZv d d@lwmxZxmyZymzZzm{Z{m|Z|m}Z}m~Z~mZmZmZmZmZmZm
Z
mZmZmZ d dAlmZ d dBlmZ d dClmZ dD Z dKdEZ G dF dGe<eCe>eS« Z dLdHZy)Mé )Ú annotationsN)ÚPath)Ú TYPE_CHECKINGÚAnyÚCallableÚLiteralÚcast)Úlib)ÚNaTÚ TimedeltaÚ TimestampÚ timezones)Úpa_version_under10p1Úpa_version_under11p0Úpa_version_under13p0)Údoc)Úfind_stack_level)Úvalidate_fillna_kwargs)Úcan_hold_elementÚinfer_dtype_from_scalar)Ú is_array_likeÚ is_bool_dtypeÚis_float_dtypeÚ
|
is_integerÚ is_list_likeÚis_numeric_dtypeÚ is_scalarÚis_string_dtype)ÚDatetimeTZDtype)Úisna)Ú
|
algorithmsÚmissingÚopsÚ roperator)Ú map_array)ÚOpsMixin)ÚArrowStringArrayMixin)Úto_numpy_dtype_inference)ÚExtensionArrayÚ ExtensionArraySupportsAnyAll)ÚBaseMaskedArray)Ú StringDtype)Úcheck_array_indexerÚunpack_tuple_and_ellipsesÚvalidate_indices)Úcheck_below_min_count)ÚBaseStringArrayMethods)Ú_arrow_dtype_mapping)Ú to_offset)Ú
|
ArrowDtype)ÚeqÚneÚltÚgtÚleÚgec ó. t j || « S ©N)ÚpcÚ
|
and_kleene©ÚxÚys úQH:\Change_password\venv_build\Lib\site-packages\pandas/core/arrays/arrow/array.pyú<lambda>rC b s bmm¨A¨qÓ 1 ó c ó. t j || « S r< )r= Ú or_kleener? s rB rC rC d s R\\¨!¨QÓ / rD c ó. t j || « S r< )r= Úxorr? s rB rC rC f s RVV A q\ rD )Úand_Úrand_Úor_Úror_rH Úrxorc ó. t j || « S r< )r= Ú bit_wise_andr? s rB rC rC k s boo¨a°Ó 3 rD c ó. t j || « S r< )r= Ú bit_wise_orr? s rB rC rC m ó R^^¨A¨qÓ 1 rD c ó. t j || « S r< )r= Ú bit_wise_xorr? s rB rC rC o s R__¨Q°Ó 2 rD c óV t j j | j « r}t j j |j « rTt j
|
| t j « d¬« t j
|
|t j « d¬« fS | |fS )NF)Úsafe)ÚpaÚtypesr Útyper= r Úfloat64)Ú arrow_arrayÚ pa_objects rB Úcast_for_truedivr] r s| ô
|
88× Ñ {× /Ñ /Ô 0´R·X±X×5HÑ5HØ NNô6
|
ô
|
77;¬¯
|
©
|
« ¸5ÔAÄ2Ç7Á7Ø2::<¨eôDð ð ð IÐ%Ð%rD c
|
ód t j j | j « rZt j j |j « r0t j
|
| |« }t j j |j « rÒt j t j ||« | « }t j t j | |« t j d|j ¬« « }t j t j ||« t j |t j d|j ¬« « |« }n|}|j | j « }|S t j | |« }t j" |« }|S )Nr ©rY é )rW rX r rY r= Údivide_checkedÚis_signed_integerÚ not_equalÚmultiplyÚlessrT ÚscalarÚif_elserI Úsubtractr ÚdivideÚfloor)ÚleftÚrightÚdividedÚ has_remainderÚhas_one_negative_operandÚresults rB Úfloordiv_compatrq s* ô 88× Ñ tyyÕ )¬b¯h©h×.AÑ.AÀ%Ç*Á*Õ.MÜ×'Ñ'¨¨eÓ4GÜxx×)Ñ)¨'¯,©,Ô7ä "§ ¡ ¬R¯[©[¸À%Ó-HÈ$Ó O Ü+-¯7©7ÜOO D¨%Ó0ÜIIa g§l¡lÔ3ó,Ð(ô ÜGGØ%Ø0óô
|
KK ¬¯©°1¸7¿<¹<Ô)HÓIØóð !Ø[[ §¡Ó+Fð ô ii eÓ,GÜXXgÓ&FØ rD ÚaddÚraddc ó. t j || « S r< )r= Ú add_checkedr? s rB rC rC ¤ rR rD ÚsubÚrsubc ó. t j || « S r< )r= Úsubtract_checkedr? s rB rC rC ¦ ó R× 0Ñ 0°°AÓ 6 rD ÚmulÚrmulc ó. t j || « S r< )r= Úmultiply_checkedr? s rB rC rC ¨ rz rD Útruedivc ó: t j t | |« S r< ©r= ri r] r? s rB rC rC © s ¤§ ¡ Ô+;¸A¸qÓ+AÐ B rD Úrtruedivc ó: t j t || « S r< r r? s rB rC rC ª s ¤§¡Ô,<¸QÀÓ,BÐ!C rD Úfloordivc ó t | |« S r< ©rq r? s rB rC rC « s ¤ °°AÓ!6 rD Ú rfloordivc ó t || « S r< r r? s rB rC rC ¬ s ¤/°!°QÓ"7 rD ÚmodÚrmodÚdivmodÚrdivmodÚpowÚrpowc ó. t j || « S r< )r= Ú power_checkedr? s rB rC rC ² s R× -Ñ -¨a°Ó 3 rD )ÚSequence)Ú ArrayLikeÚAxisIntÚDtypeÚ FillnaOptionsÚInterpolateOptionsÚIteratorÚNpDtypeÚ NumpySorterÚNumpyValueArrayLikeÚPositionalIndexerÚScalarÚSelfÚSortKindÚ TakeIndexerÚ TimeAmbiguousÚTimeNonexistentÚnpt)ÚSeries)Ú DatetimeArray©ÚTimedeltaArrayc ó t r2t | « j dd« d d d }|dvr t | « |S | j S )Nú[r` éÿÿÿÿ)ÚsÚmsÚusÚns)r ÚstrÚsplitÚ
|
ValueErrorÚunit)Úpa_dtyper± s rB Úget_unit_from_pa_dtyper³ Ñ sJ åÜ8}×"Ñ" 3¨Ó*¨2Ñ.¨s°Ð3Ø Ð.Ñ .Ü XÓ&Ð &Ø Ø ==ÐrD c óJ t | t « r | j S t | t j « r| S t | t
|
« r*t j | j | j « S | r t j | « S y# t j $ r Y yw xY w)z3
|
Convert dtype to a pyarrow type instance.
|
N) Ú
|
isinstancer4 Ú pyarrow_dtyperW ÚDataTyper Ú timestampr± ÚtzÚfrom_numpy_dtypeÚArrowNotImplementedError©Údtypes rB Úto_pyarrow_typer¾ Û s ô %Ô$Ø×"Ñ"Ð"Ü E2;;Ô 'Ø Ü E?Ô +Ü||EJJ¨¯©Ó1Ð1Ù ð ô ×&Ñ& uÓ-Ð -ð øô ×*Ñ*ò Ø Ø ð ús Á6B  B"Â!B"c ó& e Zd ZU dZded< ded< ddZeddd d d
|
« Zeddd d d « Ze d¡ d¢d « Z ed¡d£d « Z
|
e d¤ d¥d« Z d¦dZ d§dZ d¡dZ d¨ d©dZdªdZdªdZdªdZdªdZd Zd«dZd Zd¬dZdªdZd Zdd Zd®d Ze d¯d « Z e d°d « Z d°d!Z d® fd" Z e d®d#« Z!d±d$Z"d%d&d²d'Z#d%d&d²d(Z$d%d)d*d+ d³d,Z%d´ fd- Z&dµd¶d.Z'dµd¶d/Z(dªd0Z)dªd1Z*ddd%d2 d· fd3Z+ e,e-j\ « d¸ d¹ fd4 « Z.dºd5Z/d»d6Z0 e,e-jb « dµ d¼d7« Z1d8 Z2d½d¾d:Z3 e,e-jh « d¿ dÀd;« Z4 dÁ dÂd<Z5d= Z6dÃd>Z7dÄd?Z8dÅ fd@ Z9 e,e-jt « dde;jx f dÆdA« Z:d¡ fdB Z= e,e-j| « dÇ dÈdD« Z>dªdEZ?dµdÉdFZ@edªdG« ZAd%d& dÊ fdHZBd%d& dÊdIZCd%d&dË fdJZDd%ddK dÌdLZEd%ddK dÌdMZF fdNZGd«dOZHd9dPdCd%ddQ dÍ fdRZId9dPdCd%ddQ dÍdSZJdÎdTZKdµdÏdUZLdV ZM dÐdWZNe dÑdX« ZOe dÒdY« ZPdZ ZQ dÓ fd[ ZRdÔd\ZSe;jx dfd]ZTd^ ZUd_ ZVd½dÕd`ZWdÖdaZXd×dbZYdØdcZZdØddZ[de Z\dÙdÚdfZ]dÛdÜdgZ^d½dÕdhZ_dÝd×diZ`dÞdßdjZadÞdßdkZbdàdlZcdÞdádmZd dâ dãdnZedädådoZfdædpZgdçdqZhe dr « Zie ds « Zje dt « Zke du « Zle dv « Zme dw « Zne dx « Zody Zpdz Zqdèd{Zre d| « Zse d} « Zte d~ « ZueuZveuZwe d « ZxexZye d « Zzd Z{e d « Z|e d « Z}e d « Z~e d
« Ze d « Ze d « Ze d « Ze d « ZeZe d « Z
e d « Ze d « Ze d « Ze d « Ze d « Ze d « Ze d « Ze d « Ze d « Zd ZdédZ dê dëdZ dê dìdZ dê dìdZ dê dìdZd¡dídZd¡dídZd Z dê dìdZd Z xZS )îÚArrowExtensionArrayaW
|
Pandas ExtensionArray backed by a PyArrow ChunkedArray.
|
|
.. warning::
|
|
ArrowExtensionArray is considered experimental. The implementation and
|
parts of the API may change without warning.
|
|
Parameters
|
----------
|
values : pyarrow.Array or pyarrow.ChunkedArray
|
|
Attributes
|
----------
|
None
|
|
Methods
|
-------
|
None
|
|
Returns
|
-------
|
ArrowExtensionArray
|
|
Notes
|
-----
|
Most methods are implemented using `pyarrow compute functions. <https://arrow.apache.org/docs/python/api/compute.html>`__
|
Some methods may either raise an exception or raise a ``PerformanceWarning`` if an
|
associated compute function is not available based on the installed version of PyArrow.
|
|
Please install the latest version of PyArrow to enable the best functionality and avoid
|
potential bugs in prior versions of PyArrow.
|
|
Examples
|
--------
|
Create an ArrowExtensionArray with :func:`pandas.array`:
|
|
>>> pd.array([1, 1, None], dtype="int64[pyarrow]")
|
<ArrowExtensionArray>
|
[1, 1, <NA>]
|
Length: 3, dtype: int64[pyarrow]
|
úpa.ChunkedArrayÚ _pa_arrayr4 Ú_dtypec óR t r d}t |« t |t j « r t j
|
|g« | _ n:t |t j « r|| _ nt dt |« d« t | j j « | _ y )NzCpyarrow>=10.0.1 is required for PyArrow backed ArrowExtensionArray.zUnsupported type 'z' for ArrowExtensionArray) r Ú ImportErrorrµ rW ÚArrayÚ chunked_arrayrÂ Ú ChunkedArrayr° rY r4 rà )ÚselfÚvaluesÚmsgs rB Ú__init__z ArrowExtensionArray.__init__% s Ý ØWCÜ cÓ"Ð "Ü fbhhÔ 'Ü × -Ñ -¨v¨hÓ 7DNÜ ¤§¡Ô 0Ø #DNä Ø$¤T¨&£\ NÐ2KÐLóð ô ! § ¡ ×!4Ñ!4Ó5 rD NF©r½ Úcopyc óT t |« }| j |||¬« } | |« }|S )zL
|
Construct a new ExtensionArray from a sequence of scalars.
|
)Úpa_typerÎ )r¾ Ú _box_pa_array)ÚclsÚscalarsr½ rÎ rÐ Úpa_arrayÚarrs rB Ú_from_sequencez"ArrowExtensionArray._from_sequence3 s3 ô
|
" %Ó(Ø×$Ñ$ W°gÀDÐ$ÓIÙ(mØ
|
rD c ó t |« }|]t j j |« s>t j j |« s t j j |« r|}nåt j j |« rddlm} ||d¬« }n´t j j |« r ddlm} ||d¬« j }nyt j j |« r¼ddl m } ||d¬« }|j dk7 r:t |« }t! |t j" t j$ f« s*t j& |t j( « d¬ « }t+ j, |d|« } |j/ t j0 « « }nt j j5 |« rdd
|
lm } | |d ¬« }nmt j j; |« rÑt! |t j" t j$ f« r|}n*t j& |t j( « d¬ « }t+ j, t+ j< |d « d |« }t+ j, t+ j< |d« d|« }|j/ t j> « « }n}t j jA |« s>t j jC |« s t j jE |« rddl#m$}
|
|
|
|d¬« }ntK d| d« | jM |||¬« S # t j2 $ r Y )w xY w)zL
|
Construct a new ExtensionArray from a sequence of strings.
|
Nr )Ú to_datetimeÚraise)Úerrors©Ú to_timedeltar T©rY Ú from_pandas)Úto_timeÚcoercez1.0Ú1z0.0Ú0)Ú
|
to_numericzConverting strings to z is not implemented.rÍ )'r¾ rW rX Ú is_binaryÚ is_stringÚis_large_stringÚ is_timestampÚpandas.core.tools.datetimesrØ Úis_dateÚdateÚ is_durationÚ pandas.core.tools.timedeltasrÜ r± r rµ rÆ rÈ ÚarrayÚstringr= rg r Úint64Ú ArrowInvalidÚis_timeÚpandas.core.tools.timesrß Ú
|
is_booleanÚequalÚbool_r Ú is_floatingÚ
|
is_decimalÚpandas.core.tools.numericrã ÚNotImplementedErrorrÖ ) rÒ Ústringsr½ rÎ rÐ rÓ rØ rÜ Úmaskrß rã s rB Ú_from_sequence_of_stringsz-ArrowExtensionArray._from_sequence_of_strings= sw ô " %Ó(à OÜxx×!Ñ! 'Ô*Üxx×!Ñ! 'Ô*Üxx×'Ñ'¨Ô0ð GÜ XX× "Ñ " 7Ô +Ý ?á! '°'Ô:GÜ XX× Ñ gÔ &Ý ?á! '°'Ô:×?Ñ?GÜ XX× !Ñ ! 'Ô *Ý Aá" 7°7Ô;GØ||tÓ#ô G}Ü! '¬B¯H©H´b·o±oÐ+FÔGÜ hh w´R·Y±Y³[ÈdÔ SGÜ ** T¨4°Ó9ðØ %ll¬2¯8©8«:Ó 6Gô XX× Ñ gÔ &Ý 7ñ g¨hÔ7GÜ XX× Ñ Ô )ô '¤B§H¡H¬b¯o©oÐ#>Ô?Ø!ä (( 7´·±³È$ÔOÜjj¤§¡¨'°5Ó!9¸3ÀÓHGÜjj¤§¡¨'°5Ó!9¸3ÀÓHGØ ll¤2§8¡8£:Ó.Gä HH× Ñ Ô (Üxx×#Ñ# GÔ,Üxx×"Ñ" 7Ô+å <á °Ô9Gä%Ø(¨¨ Ð1EÐFóð ð ×!Ñ! '°¸tÐ!ÓDÐDøôC ò Ùðús Æ#M( Í(M>Í=M>c ó t |t j « s t |« s| j ||« S | j ||« S )zû
|
Box value into a pyarrow Array, ChunkedArray or Scalar.
|
|
Parameters
|
----------
|
value : any
|
pa_type : pa.DataType | None
|
|
Returns
|
-------
|
pa.Array or pa.ChunkedArray or pa.Scalar
|
)rµ rW r r Ú_box_pa_scalarrÑ )rÒ ÚvaluerÐ s rB Ú_box_pazArrowExtensionArray._box_pa s? ô eRYYÔ '¬|¸EÔ/BØ×%Ñ% e¨WÓ5Ð 5Ø× Ñ ¨Ó0Ð0rD c óà t |t j « r|}n-t |« rt j d|¬« }n t |t
|
« rc| t j |j « }n4|j |j k7 r|j |j « }|j }n~t |t « rn|,t j |j |j ¬« }n4|j |j k7 r|j |j « }|j }t j ||d¬« }| |j |k7 r|j |« }|S )zÅ
|
Box value into a pyarrow Scalar.
|
|
Parameters
|
----------
|
value : any
|
pa_type : pa.DataType | None
|
|
Returns
|
-------
|
pa.Scalar
|
Nr_ )r¹ TrÝ )rµ rW r r rf r Údurationr± Úas_unitÚ_valuer r¸ r¹ rY r )rÒ rÿ rÐ Ú pa_scalars rB rþ z"ArrowExtensionArray._box_pa_scalar s ô eRYYÔ 'Ø IÜ %[Ü $¨WÔ5Iô %¤Ô+Ø?Ü kk¨%¯*©*Ó 5GØZZ 7§<¡<Ò/Ø !MM¨'¯,©,Ó 7EØ ÜE¤9Ô-Ø?Ü ll¨5¯:©:¸%¿(¹(Ô CGØZZ 7§<¡<Ò/Ø !MM¨'¯,©,Ó 7EØ ä %¨gÀ4ÔHIà Ð 9§>¡>°WÒ#<Ø! wÓ/IàÐrD c ó t || « r|j }nkt |t j t j f« r|}n=t |t
|
« r$|r|j « }|j « }n t |t j « rQ|Ot j j |« s t j j |« r|j « }n |rt |« r|j « }|t j j |« rut |t j « r|j j" dvrCddlm} |||j( ¬« j+ |j( « }|j- « } t j. ||d¬« }|_t j j |j4 « r6ddlm} ||« }|j- « }t j. ||d¬« }t j j |j4 « rH|j6 dkD r9 | |« }|j9 |j j: « }|j }|T|j4 |k7 rEt j j= |« r|j? « }|S |jA |« }|S |S # t j0 t j2 f$ r t j. |d¬« }Y gw xY w# t j0 t j2 t jB f$ rs t j jE |j4 « s)t j j |j4 « r | jG ||¬« j cY S w xY w) zë
|
Box value into a pyarrow Array or ChunkedArray.
|
|
Parameters
|
----------
|
value : Sequence
|
pa_type : pa.DataType | None
|
|
Returns
|
-------
|
pa.Array or pa.ChunkedArray
|
Úmir rÛ ©r± TrÝ ©rÞ r¼ )$rµ r rW rÆ rÈ r+ rÎ Ú__arrow_array__ÚnpÚndarrayrX Úis_large_binaryræ Útolistr rë r½ Úkindrì rÜ r± r Úto_numpyrí rð ÚArrowTypeErrorrY Ú
|
null_countÚfillnaÚna_valueÚ is_dictionaryÚdictionary_encoder r» rå rü )rÒ rÿ rÐ rÎ rÔ rÜ rÕ s rB rÑ z!ArrowExtensionArray._box_pa_arrayà sØ ô eSÔ !Ø HÜ ¤§¡¬"¯/©/Ð :Ô ;Ø HÜ Ô /áØ
|
|
Ø ×,Ñ,Ó.Hô 5¤"§*¡*Ô-ØÐ'äHH×,Ñ,¨WÔ5Üxx×/Ñ/°Ô8ð Ù-¨Ô.à
|
|
ð Ð#ÜHH×(Ñ(¨Ô1Ü# E¬2¯:©:Ô6¸%¿+¹+×:JÑ:JÐRVÑ:Võ Fá$ U°· ± Ô>×FÑFÀwÇ|Á|ÓTØ Ó(ð =Ü 88 E°ÀTÔJð
|
¤2§8¡8×#7Ñ#7¸¿ ¹ Ô#FåEá$ UÓ+Ø Ó(Ü 88 E°ÀTÔJäxx×#Ñ# H§M¡MÔ2°x×7JÑ7JÈQÒ7Nñ (mØjj §¡×!3Ñ!3Ó4Ø ==à Ð 8§=¡=°GÒ#;Üxx×%Ñ% gÔ.Ø#×5Ñ5Ó7ð( ð% Ø '}}¨WÓ 5Hð" xøôU OO¤R×%6Ñ%6Ð7ò =ä 88 E°tÔ<ð =ûô6 OOÜ×%Ñ%Ü×/Ñ/ðò ô
|
xx×)Ñ)¨(¯-©-Ô8¼B¿H¹H×<TÑ<TØ ô=ð
|
#× <Ñ <Ø !¨ð =ó ç#)ò$ð ð ús% Æ K Ë L Ë :L ÌL Ì B!OÏOc óL t | |« }t |t j « rt |« st | j
|
t « r.| j
|
j dk( rt j « }n| j
|
j } t | « t j g |¬« « S |j j dv r| j |« S |j j dk( r* t | « | j j# |« « S t% d« t |t& « r t) |« }|t* u r t- d« }t/ |« rt1 |« s t% d« t |t, « r{|j2 |j4 k( rna|j4 U|j4 t | « k r<|j6 0|j6 dk r!t- |j2 d|j6 « }| j | }t |t j8 « r t | « |« S | j j }|j; « }|| j
|
j< S t j> jA |« r3|jB d k7 r$tE |« jG |jB « S t j> jI |« r3|jB d k7 r$tK |« jG |jB « S |S )
|
a8 Select a subset of self.
|
|
Parameters
|
----------
|
item : int, slice, or ndarray
|
* int: The position in 'self' to get.
|
* slice: A slice object, where 'start', 'stop', and 'step' are
|
integers or None
|
* ndarray: A 1-d boolean NumPy ndarray the same length as 'self'
|
|
Returns
|
-------
|
item : scalar or ExtensionArray
|
|
Notes
|
-----
|
For scalar ``item``, return a scalar value suitable for the array's
|
type. This should be an instance of ``self.dtype.type``.
|
For slice ``key``, return an instance of ``ExtensionArray``, even
|
if the slice is length 0 or 1.
|
For a boolean mask, return an instance of ``ExtensionArray``, filtered
|
to the values where ``item`` is True.
|
Úpyarrowr_ ÚiuÚbzFOnly integers, slices and integer or boolean arrays are valid indices.Nzuonly integers, slices (`:`), ellipsis (`...`), numpy.newaxis (`None`) and integer or boolean arrays are valid indicesr r )&r- rµ r r Úlenrà r, ÚstoragerW rî r¶ rY rÇ r½ r Útaker ÚfilterÚ
|
IndexErrorÚtupler. ÚEllipsisÚslicer r ÚstartÚstopÚsteprÈ Úas_pyr rX rç r± r r rë r )rÉ Úitemr² rÿ rÐ rf s rB Ú __getitem__z ArrowExtensionArray.__getitem__$ s` ô0 # 4¨Ó.ä dBJJÕ 'Üt9ô t{{¬KÔ8Ø ×+Ñ+¨yÒ8ô "yy{Hà #{{× 8Ñ 8HØ!tDz¤"×"2Ñ"2°2¸HÔ"EÓFÐFØ DÑ(Øyy Ð&Ø CÒ'Ø!tDz $§.¡.×"7Ñ"7¸Ó"=Ó>Ð>ä ð8óð ô eÔ $Ü,¨TÓ2Dà 8Ñ ä;Dä T?¤:¨dÔ#3ô ðLóð ô dEÔ "àzzTYYÒ&Øà Ð%ØII¤ T£
|
Ò*ØIIÐ)ØII Mä TZZ¨¨t¯y©yÓ9àtÑ$Ü eR__Ô -Ø 4:eÓ$Ð $ànn×)Ñ)GØ[[]FØ~Ø{{×+Ñ+Ð+Ü×&Ñ& wÔ/°G·L±LÀDÒ4Hä Ó(×0Ñ0°· ± Ó>Ð>Ü×%Ñ% gÔ.°7·<±<À4Ò3Gä Ó(×0Ñ0°· ± Ó>Ð>à rD c # ó K | j j }| j j }t j
|
j |« xr |j dk7 }t j
|
j |« xr |j dk7 }| j D ]o }|j « }|| |r't |« j |j « C|r't |« j |j « l| q yw)z5
|
Iterate over elements of the array.
|
r N) rà r r rY rW rX rç r± rë r& r r r )rÉ r rÐ Ú box_timestampÚ box_timedeltarÿ Úvals rB Ú__iter__z ArrowExtensionArray.__iter__ sÏ è ø ð ;;×'Ñ'à..×%Ñ%Ü×-Ñ-¨gÓ6ÒO¸7¿<¹<È4Ñ;O Ü×,Ñ,¨WÓ5ÒN¸'¿,¹,È$Ñ:N Ø^^ò EØ++-CØ{Ø Ù Ü n×,Ñ,¨W¯\©\Ó:Ó:Ù Ü n×,Ñ,¨W¯\©\Ó:Ó:à ñ ùs D Dc ó | j S )z)Convert myself to a pyarrow ChunkedArray.)r )rÉ rY s rB r
|
z#ArrowExtensionArray.__arrow_array__ s à~~Ð rD c ó |du r%t j dt t « ¬« n|d}| j ||¬« S )z?Correctly construct numpy arrays when passed to `np.asarray()`.FaS Starting with NumPy 2.0, the behavior of the 'copy' keyword has changed and passing 'copy=False' raises an error when returning a zero-copy NumPy array is not possible. pandas will follow this behavior starting with pandas 3.0.
|
This conversion to NumPy requires a copy, but 'copy=False' was passed. Consider using 'np.asarray(..)' instead.©Ú
|
stacklevelrÍ )ÚwarningsÚwarnÚ FutureWarningr r )rÉ r½ rÎ s rB Ú __array__z ArrowExtensionArray.__array__ sF ð 5=Ü MMð2ô Ü+Ó-ö ð \àDà}} 5¨t}Ó4Ð4rD c ó t j j | j j « r. t | « t j | j « « S t j j | j j « s3t j j | j j « r t d« t | « t j | j « « S )Nz-__invert__ is not supported for string dtypes) rW rX r r rY r= Ú bit_wise_notrå ræ Ú TypeErrorÚinvert©rÉ s rB Ú
|
__invert__z ArrowExtensionArray.__invert__ s¢ ä 88× Ñ t~~× 2Ñ 2Ô 3Ø 4:boo¨d¯n©nÓ =Ó>Ð >Ü XX× Ñ §¡× 3Ñ 3Ô 4¼¿¹×8PÑ8PØ NN× Ñ ô9
|
ô Ð KÓLÐ Là 4:bii¨¯©Ó 7Ó8Ð 8rD c óÊ t | « t j | j « « S # t j
|
$ r }t d| j d« |d }~ww xY w)Nz#unary '-' not supported for dtype 'ú')rY r= Únegate_checkedr rW r» r8 r½ )rÉ Úerrs rB Ú__neg__zArrowExtensionArray.__neg__¹ s] ð Ø 4:b× /Ñ /°·±Ó ?Ó@Ð @øÜ×*Ñ*ò ÜØ5°d·j±j°\ÀÐCóàð ûð ús -0 °A"ÁA Á A"c ó8 t | « | j « S r< ©rY r r: s rB Ú__pos__zArrowExtensionArray.__pos__Á s ØtDz$..Ó)Ð)rD c ó^ t | « t j | j « « S r< )rY r= Ú abs_checkedr r: s rB Ú__abs__zArrowExtensionArray.__abs__Ä s ØtDz"..¨¯ © Ó8Ó9Ð9rD c ót | j j « }| j j « |d< |S )Nr )Ú__dict__rÎ r Úcombine_chunks)rÉ Ústates rB Ú __getstate__z ArrowExtensionArray.__getstate__É s0 Ø ×"Ñ"Ó$Ø !^^× :Ñ :Ó <kÑØ rD c ó d|v r|j d« }n|d }t j |« |d< | j j |« y )NÚ_datar )ÚpoprW rÇ rH Úupdate)rÉ rJ Údatas rB Ú __setstate__z ArrowExtensionArray.__setstate__Î sI Ø eÑ Ø99WÓ%DàÑ%DÜ × -Ñ -¨dÓ 3kÑØ × Ñ UÕ#rD c ór t |j }t |t t j
|
t f« r1 | j |« } || j |« }t7 |« S t% |« r. || j | j |« « }t7 |« S t3 |j dt5 |« « # t j $ rM t j | ||« }t j |t j « ¬« }Y t7 |« S w xY w# t j j $ rc t# | |« D cg c] \ }} |||« nc c}}w }}}t j |t j « d¬« }Y t7 |« S w xY w# t j j t j j f$ rÓ t' | « t' |« z } | }
|
t j( t+ | « d¬« }t j | « } || |
|
|« ||
|
< n&# t, $ r t j | ||« }Y nw xY wt j |t j « ¬« }t/ j0 |
|
|d « }Y t7 |« S w xY w)Nr_ TrÝ Úboolr¼ z not implemented for ) ÚARROW_CMP_FUNCSÚ__name__rµ r) r r Úlistr r rW r» r# Úinvalid_comparisonrí rõ r
|
rð Úzipr r Úzerosr r8 r= rg rù rY rÀ ) rÉ ÚotherÚopÚpc_funcÚboxedrp r@ rA Ú
|
res_valuesrû ÚvalidÚnp_arrays rB Ú _cmp_methodz ArrowExtensionArray._cmp_methodÖ sB Ü! "§+¡+Ñ.Ü en¬b¯j©j¼$Ð ?Ô @ð ?Ø UÓ+ð ?Ù $ T§^¡^°UÓ ;Fô. # 6Ó*Ð*ô% uÔ ð 9Ù § ¡ °· ± ¸eÓ1DÓEô # 6Ó*Ð*ô &Ø;;-Ð 4´T¸%³[°MÐBóð øô' ×2Ñ2ò ?Ü × 3Ñ 3°D¸%ÀÓ DFÜ XX f´2·8±8³:Ô >Fô( # 6Ó*Ð*ð-?ûô 66×&Ñ&ò Qä36°t¸UÓ3C× D©4¨1¨ab AhÑ DùÓ D
|
Ñ DÜ *´2·8±8³:È4ÔPô4 # 6Ó*Ð*ð; Qûô FF×3Ñ3´R·V±V×5HÑ5HÐIò
|
9ÜDz¤D¨£KÑ/Ø Ü¤# d£)°6Ô:Ü 88 D>ðEÙ$& x°¡¸Ó$>F5MøÜ ò EÜ × 3Ñ 3°D¸%ÀÓ DFðEúä &¬r¯x©x«zÔ:Ü E¨6°4Ó8ô
|
# 6Ó*Ð*ð
|
9úsh ºD) Á C Á6"F, ÃAD&Ä%D&Ä),F)ÅE)Å(4F)Æ(F)Æ,BJ6È3IÉJ6É I&É#J6É%I&É&AJ6Ê5J6c ó t |d« rd|j d}ndt |« }d|j d| j d| S )Nr½ údtype 'r= zobject of type ú operation 'ú' not supported for dtype 'z' with )Úhasattrr½ rY rU )rÉ rZ r[ Ú
|
other_types rB Ú_op_method_error_messagez,ArrowExtensionArray._op_method_error_messageú sW Ü 5'Ô "Ø" 5§;¡; -¨qÐ1Jà*¬4°«;¨-Ð8Jà"++ ð 'Øjj\ ¨¨ ð 6ð
|
rD c ó: | j j }|}| j |« }t j j |« s?t j j |« s t j j |« ri|t j t j fv rt j d|¬« } |t j u r"t j | j ||« }n3|t j u r!t j || j |« } t | « « S |t j$ t j& fv rÅ| j } |}
|
t j j) |
|
j « s t! d« t j* t j, |
|
d« d|
|
« } t j. | | « } t | « |« S t j j |j « sRt j j |j « s)t j j |j « r¶|t j$ t j& fv r|} | j }
|
t j j) |
|
j « s t! d« t j* t j, |
|
d« d|
|
« } t j. | | « } t | « |« S t1 |t j2 « rFt j4 |« j7 « r#|j8 t: v r|j= |« }||j8 } | t> u rqt j j |« s t j j |« rt! | j# ||« « tA |j8 d« | | j |« } t | « |« S # t j $ r!}t! | j# ||« « |d }~ww xY w# t j $ r!}t! | j# ||« « |d }~ww xY w)NÚ r_ z'Can only string multiply by an integer.r z not implemented.)!r rY r rW rX rå ræ rä Úoperatorrr r$ rs rf r= Úbinary_join_element_wiser» r8 rh r{ r| r rg re Ú binary_repeatrµ r Úis_nullr& rU ÚARROW_LOGICAL_FUNCSr ÚNotImplementedrù ) rÉ rZ r[ Ú arrow_funcsrÐ Úother_originalÚseprp r? ÚbinaryÚintegralÚ pa_integralr\ s rB Ú_evaluate_op_methodz'ArrowExtensionArray._evaluate_op_method sn Ø..×%Ñ%Ø Ø UÓ#ô HH× Ñ wÔ 'Üxx×'Ñ'¨Ô0Üxx×!Ñ! 'Õ*àhll¤I§N¡NÐ3Ñ3Üii ¨Ô1ð ØX\\Ñ)Ü!#×!<Ñ!<¸T¿^¹^ÈUÐTWÓ!XØy~~Ñ-Ü!#×!<Ñ!<¸UÀDÇNÁNÐTWÓ!Xð
|
"tDz &Ó)Ð)Ø ¤i§n¡nÐ5Ò5Ø Ø Üxx×*Ñ*¨8¯=©=Ô9Ü#Ð$MÓNÐNÜ jj¬¯©°¸1Ó)=¸qÀ(Ó K Ü×)Ñ)¨&°+Ó>Ø!tDz &Ó)Ð)ä HH× Ñ uzzÔ *Üxx×!Ñ! %§*¡*Ô-Üxx×'Ñ'¨¯
|
©
|
Ô3ØX\\¤9§>¡>Ð2Ñ2ØFØ~~HÜ88×&Ñ& x§}¡}Ô5Ü Ð IÓJÐJÜ **¤R§W¡W¨X°qÓ%9¸1¸hÓGKÜ×%Ñ% f¨kÓ:FØ 4:fÓ%Ð %ä ubiiÔ (Ü
|
|
5Ó!×'Ñ'Ô)Ø Ô 2Ñ2ð JJwÓ'Eà bkkÑ*Ø nÑ $Üxx×!Ñ! 'Ô*¬b¯h©h×.FÑ.FÀwÔ.OÜ × =Ñ =¸nÈbÓ QÓRÐRÜ%¨¯©¨ Ð5FÐ&GÓHÐ Hð XÙ T^^¨UÓ3Fð tDz&Ó!Ð!øôW ×2Ñ2ò Ü#Ø ×5Ñ5°nÀbÓIóà ð ûð ûôR ×*Ñ*ò XÜD× 9Ñ 9¸.È"Ó MÓNÐTWÐ Wûð Xús1 ÃA'P/ Ð Q& Ð/Q#Ñ Q Ñ Q#Ñ&RÑ9 RÒRc ó* t j j | j j « r| j ||t « S t j j | j j « s3t j j | j j « rÍ|t j t j t j fv rt |t j « r|j t" k( ro|j$ dd j' d« }t) j* d| d| j dt, t/ « ¬« ||| j1 t" « « S | j ||t2 « S )Nr` Ú_r= z'' operations between boolean dtype and z| are deprecated and will raise in a future version. Explicitly cast the strings to a boolean dtype before operating instead.r0 )rW rX r r rY rw ÚARROW_BIT_WISE_FUNCSrå ræ r$ rL rJ rM rµ r r r½ rS rU Ústripr2 r3 ÚDeprecationWarningr Úastypero )rÉ rZ r[ Úop_names rB Ú_logical_methodz#ArrowExtensionArray._logical_methodB s% ô 88× Ñ t~~× 2Ñ 2Ô 3Ø×+Ñ+¨E°2Ô7KÓLÐ Lô ×"Ñ" 4§>¡>×#6Ñ#6Ô7Ü88×+Ñ+¨D¯N©N×,?Ñ,?Ô@ày~~¤y§¡¼ ¿¹ÐGÑGÜ5¤"§*¡*Ô-Ø tÒ#ð kk ! "o×+Ñ+¨CÓ0GÜ MMØG9Ð CÀDÇJÁJÀ<ð PPð Pô #Ü+Ó-õ ñ eT[[¬Ó .Ó/Ð /à×+Ñ+¨E°2Ô7JÓKÐ KrD c ó |t j t j fv rÌt |t
|
« r¼t j j | j j « s3t j j | j j « rVt j | D cg c]1 }t |t « r |||« n| j j 3 c}t" ¬« S | j% ||t& « S c c}w ©Nr¼ )rk r r$ r rµ r rW rX rå r rY ræ r rí r® r½ r Úobjectrw ÚARROW_ARITHMETIC_FUNCS)rÉ rZ r[ r@ s rB Ú _arith_methodz!ArrowExtensionArray._arith_method] sÈ à 8×#Ñ#¤Y×%7Ñ%7Ð8Ñ 8Ü5¤$Ô'ä×"Ñ" 4§>¡>×#6Ñ#6Ô7Ü88×+Ñ+¨D¯N©N×,?Ñ,?Ô@ô 88ð "öàô %/¨q´#Ô$6Bq%L¸D¿J¹J×<OÑ<OÑOòô ô ð ð ×'Ñ'¨¨rÔ3IÓJÐJùò s Â,6Dc óV t |t « sy| j |j k( S ©NF)rµ rÀ r )rÉ rZ s rB ÚequalszArrowExtensionArray.equalsp s% Ü%Ô!4Ô5Øð ~~ § ¡ Ñ0Ð0rD c ó | j S )z2
|
An instance of 'ExtensionDtype'.
|
)rà r: s rB r½ zArrowExtensionArray.dtypew s ð
|
{{ÐrD c ó. | j j S )zL
|
The number of bytes needed to store this object in memory.
|
)r Únbytesr: s rB r zArrowExtensionArray.nbytes~ s ð
|
~~×$Ñ$Ð$rD c ó, t | j « S )z]
|
Length of this array.
|
|
Returns
|
-------
|
length : int
|
)r r r: s rB Ú__len__zArrowExtensionArray.__len__
s ô 4>>Ó"Ð"rD c óX t |« r|| j j uro| j j dk( rUt j
|
|« r@t j t j | j « « j « S yt t | 5 |« « S )NÚfF)r r½ r r r
|
Úis_floatr= ÚanyÚis_nanr r& rS ÚsuperÚ __contains__)rÉ ÚkeyÚ __class__s rB r z ArrowExtensionArray.__contains__ sw ø ä 9 D§J¡J×$7Ñ$7Ñ7Øzz #Ò%¬#¯,©,°sÔ*;Üvvbii¨¯©Ó 7Ó8×>Ñ>Ó@Ð@ð ô EGÑ(¨Ó-Ó.Ð.rD c ó4 | j j dkD S )Nr )r r r: s rB Ú_hasnazArrowExtensionArray._hasna s à~~×(Ñ(¨1Ñ,Ð,rD c ó\ | j j }|dk( r.t j t | « t j
|
¬« S |t | « k( r.t j t | « t j
|
¬« S | j j « j « S )z
|
Boolean NumPy array indicating if each value is missing.
|
|
This should return a 1-D array the same length as 'self'.
|
r r¼ ) r r r rY r rõ Úonesrn r )rÉ r s rB r zArrowExtensionArray.isna st ð ^^×.Ñ.
|
Ø ?Ü88C I¬R¯X©XÔ6Ð 6Ø 3t9Ò $Ü773t9¬B¯H©HÔ5Ð 5à~~×%Ñ%Ó'×0Ñ0Ó2Ð2rD T©Úskipnac ó* | j dd|i|¤S )a
|
Return whether any element is truthy.
|
|
Returns False unless there is at least one element that is truthy.
|
By default, NAs are skipped. If ``skipna=False`` is specified and
|
missing values are present, similar :ref:`Kleene logic <boolean.kleene>`
|
is used as for logical operations.
|
|
Parameters
|
----------
|
skipna : bool, default True
|
Exclude NA values. If the entire array is NA and `skipna` is
|
True, then the result will be False, as for an empty array.
|
If `skipna` is False, the result will still be True if there is
|
at least one element that is truthy, otherwise NA will be returned
|
if there are NA's present.
|
|
Returns
|
-------
|
bool or :attr:`pandas.NA`
|
|
See Also
|
--------
|
ArrowExtensionArray.all : Return whether all elements are truthy.
|
|
Examples
|
--------
|
The result indicates whether any element is truthy (and by default
|
skips NAs):
|
|
>>> pd.array([True, False, True], dtype="boolean[pyarrow]").any()
|
True
|
>>> pd.array([True, False, pd.NA], dtype="boolean[pyarrow]").any()
|
True
|
>>> pd.array([False, False, pd.NA], dtype="boolean[pyarrow]").any()
|
False
|
>>> pd.array([], dtype="boolean[pyarrow]").any()
|
False
|
>>> pd.array([pd.NA], dtype="boolean[pyarrow]").any()
|
False
|
>>> pd.array([pd.NA], dtype="float64[pyarrow]").any()
|
False
|
|
With ``skipna=False``, the result can be NA if this is logically
|
required (whether ``pd.NA`` is True or False influences the result):
|
|
>>> pd.array([True, False, pd.NA], dtype="boolean[pyarrow]").any(skipna=False)
|
True
|
>>> pd.array([1, 0, pd.NA], dtype="boolean[pyarrow]").any(skipna=False)
|
True
|
>>> pd.array([False, False, pd.NA], dtype="boolean[pyarrow]").any(skipna=False)
|
<NA>
|
>>> pd.array([0, 0, pd.NA], dtype="boolean[pyarrow]").any(skipna=False)
|
<NA>
|
r )r ©Ú_reduce©rÉ r Úkwargss rB r zArrowExtensionArray.any® ó ðp t||Ñ;¨&Ð;°FÑ;Ð;rD c ó* | j dd|i|¤S )a
|
Return whether all elements are truthy.
|
|
Returns True unless there is at least one element that is falsey.
|
By default, NAs are skipped. If ``skipna=False`` is specified and
|
missing values are present, similar :ref:`Kleene logic <boolean.kleene>`
|
is used as for logical operations.
|
|
Parameters
|
----------
|
skipna : bool, default True
|
Exclude NA values. If the entire array is NA and `skipna` is
|
True, then the result will be True, as for an empty array.
|
If `skipna` is False, the result will still be False if there is
|
at least one element that is falsey, otherwise NA will be returned
|
if there are NA's present.
|
|
Returns
|
-------
|
bool or :attr:`pandas.NA`
|
|
See Also
|
--------
|
ArrowExtensionArray.any : Return whether any element is truthy.
|
|
Examples
|
--------
|
The result indicates whether all elements are truthy (and by default
|
skips NAs):
|
|
>>> pd.array([True, True, pd.NA], dtype="boolean[pyarrow]").all()
|
True
|
>>> pd.array([1, 1, pd.NA], dtype="boolean[pyarrow]").all()
|
True
|
>>> pd.array([True, False, pd.NA], dtype="boolean[pyarrow]").all()
|
False
|
>>> pd.array([], dtype="boolean[pyarrow]").all()
|
True
|
>>> pd.array([pd.NA], dtype="boolean[pyarrow]").all()
|
True
|
>>> pd.array([pd.NA], dtype="float64[pyarrow]").all()
|
True
|
|
With ``skipna=False``, the result can be NA if this is logically
|
required (whether ``pd.NA`` is True or False influences the result):
|
|
>>> pd.array([True, True, pd.NA], dtype="boolean[pyarrow]").all(skipna=False)
|
<NA>
|
>>> pd.array([1, 1, pd.NA], dtype="boolean[pyarrow]").all(skipna=False)
|
<NA>
|
>>> pd.array([True, False, pd.NA], dtype="boolean[pyarrow]").all(skipna=False)
|
False
|
>>> pd.array([1, 0, pd.NA], dtype="boolean[pyarrow]").all(skipna=False)
|
False
|
r )Úallr r s rB r£ zArrowExtensionArray.allè r¡ rD Ú quicksortÚlast)Ú ascendingr Ú na_positionc óþ |rdnd}dddj |d « }|t d| « t j | j ||¬« }|j « }|j t j d¬ « S )
|
Nr¦ Ú
|
descendingÚat_endÚat_start)r¥ Úfirstzinvalid na_position: )ÚorderÚnull_placementF©rÎ ) Úgetr° r= Úarray_sort_indicesr r r} r Úintp) rÉ r¦ r r§ r r r® rp Ú np_results rB ÚargsortzArrowExtensionArray.argsort" s ñ ) ¨lØ"*°ZÑ@×DÑDÀ[ÐRVÓWØ Ð !Ü Ð 4°[°MÐ BÓCÐ Cä×&Ñ&Ø NN %¸ô
|
ð OOÓ% Ø× Ñ ¤§¡¨eÐ Ó4Ð4rD c óè | j j « d| j j fv s| j r |s t t « d| « |¬« S | j }t j j |j « r#|j t j « « } t t |« ||¬« }t j ||« j « S )Nr Úargr )Ú
|
skip_nulls)r Úlengthr r Úgetattrr rW rX rë rY r rï r= Úindexr& )rÉ r ÚmethodrP rÿ r s rB Ú _argmin_maxz ArrowExtensionArray._argmin_max5 s° ø Ø >>× Ñ Ó " q¨$¯.©.×*CÑ*CÐ&DÑ DØ KK¡ð
|
4757 c¨&¨ NÓ3¸6ÔBÐ Bà~~Ü 88× Ñ § ¡ Ô *Ø99RXXZÓ(Dà#FÓ# D°VÔ<ÜxxeÓ$×*Ñ*Ó,Ð,rD c ó& | j |d« S )NÚmin©r¼ ©rÉ r s rB ÚargminzArrowExtensionArray.argminE ó Ø× Ñ ¨Ó.Ð.rD c ó& | j |d« S )NÚmaxr¿ rÀ s rB ÚargmaxzArrowExtensionArray.argmaxH r rD c ó8 t | « | j « S )z·
|
Return a shallow copy of the array.
|
|
Underlying ChunkedArray is immutable, so a deep copy is unnecessary.
|
|
Returns
|
-------
|
type(self)
|
rB r: s rB rÎ zArrowExtensionArray.copyK s ð tDz$..Ó)Ð)rD c ó^ t | « t j | j « « S )z|
|
Return ArrowExtensionArray without NA values.
|
|
Returns
|
-------
|
ArrowExtensionArray
|
)rY r= Ú drop_nullr r: s rB ÚdropnazArrowExtensionArray.dropnaW s" ð tDz",, t§~¡~Ó6Ó7Ð7rD )ÚlimitÚ
|
limit_arearÎ c ó | j s| j « S ||}t j |« } |dk( r. t | « t j | j « « S |dk( r. t | « t j | j « « S t | 1 ||||¬« S # t j $ r Y (w xY w)NÚpadÚbackfill)r» rÊ rË rÎ ) r rÎ r" Úclean_fill_methodrY r= Úfill_null_forwardr Úfill_null_backwardrW r» r Ú_pad_or_backfill)rÉ r» rÊ rË rÎ r s rB rÒ z$ArrowExtensionArray._pad_or_backfilla sÉ ø ð {{à99;Ð à =ZÐ /Ü ×.Ñ.¨vÓ6Fð
|
ØU?Ø%4 :¤b×&:Ñ&:¸4¿>¹>Ó&JÓKÐKØzÒ)Ø%4 :¤b×&;Ñ&;¸D¿N¹NÓ&KÓLÐLð *ô wÑ'Ø °:ÀDð (ó
|
ð
|
øô ×.Ñ.ò ñ
|
ð ús ¸2B2 Á+2B2 Â2CÃCc óÞ t ||« \ }}| j s| j « S |t | ||||¬« S |t | |||¬« S t |t j t f« r:t |« t | « k7 r#t dt |« dt | « « | j || j j ¬« } t | « t% j& | j |¬ « « S # t j $ r$}d|d| j d}t# |« |d }~ww xY w# t j( $ r Y nw xY wt | ||||¬« S )
|
N)rÿ r» rÊ rÎ )r» rÊ rÎ z'Length of 'value' does not match. Got (z ) expected )rÐ úInvalid value 'ú ' for dtype 'r= )Ú
|
fill_value)r r rÎ r r rµ r r r) r r° r r rY rW r r½ r8 r= Ú fill_nullr» ) rÉ rÿ r» rÊ rÎ rÖ r? rË r s rB r zArrowExtensionArray.fillna sh ø ô /¨u°fÓ= và{{à99;Ð à Ð Ü7>¨°fÀEÐPT>ÓUÐ Uà Ð Ü7>¨°uÀ4>ÓHÐ Hä ebjj¬.Ð 9Ô :ô 5zS YÒ&Ü Ø=¼cÀ%»j¸\ð J!Ü!$ T£ ð-óð ð
|
*Ø e°T·^±^×5HÑ5H ÓIJð
|
Ø 4:bll¨4¯>©>ÀjÔ QÓRÐ Røô × Ñ ò *Ø# E 9¨M¸$¿*¹*¸ ÀQÐGCÜC. cÐ )ûð *ûô ×*Ñ*ò ñ
|
ð úô w~ E°&ÀÈD~ÓQÐQs* Â1'D Ã/E Ä E Ä D;Ä;E ÅEÅEc ó t |« s$t j t | « t ¬« S t j
|
| j t j |d¬« ¬« }t j |t j ¬« S )Nr¼ Tr )Ú value_set)
|
r r rY rS r= Úis_inr rW rí rõ )rÉ rÊ rp s rB ÚisinzArrowExtensionArray.isin¯ sU ä6{Ü88C I¬TÔ2Ð 2ä$..´B·H±H¸VÐQUÔ4VÔWô xx¤b§h¡hÔ/Ð/rD c óf | j j « }|| j j fS )a+
|
Return an array and missing value suitable for factorization.
|
|
Returns
|
-------
|
values : ndarray
|
na_value : pd.NA
|
|
Notes
|
-----
|
The values returned by this method are also used in
|
:func:`pandas.util.hash_pandas_object`.
|
)r r r½ r )rÉ rÊ s rB Ú_values_for_factorizez)ArrowExtensionArray._values_for_factorize¹ s+ ð ×(Ñ(Ó*Øtzz×*Ñ*Ð*Ð*rD c óð |rdnd}| j }|j }t rBt j j |« r#|j t j « « }t j j |j « r|}n|j |¬« }|j « dk( r`t j g t j ¬« } t | « t j g |j j ¬« « }n|j! « }|j" } | j$ dkD rt' j( | d« } | j+ dd ¬
|
« j- t j d¬ « } t | « |j. « }t rHt j j |« r)t t0 |j- | j2 « « }||fS ) Nrû Úencode)Ú null_encodingr r¼ r_ r© FT)Úzero_copy_onlyÚwritabler¯ )r rY r rW rX rë r rï r r r¸ r rí r² rÇ Ú
|
value_typerI Úindicesr r= r× r r} Ú
|
dictionaryrÀ r½ )
|
rÉ Úuse_na_sentinelrà rP rÐ Úencodedrä ÚuniquesÚcombinedÚ
|
pa_indicess
|
rB Ú factorizez ArrowExtensionArray.factorizeÊ sx ñ
|
#2°x à~~Ø))Ý ¤B§H¡H×$8Ñ$8¸Ô$Aà99RXXZÓ(Dä 88× !Ñ ! $§)¡)Ô ,ØGà×,Ñ,¸=Ð,ÓIGØ >>Ó qÒ Ühhr¬¯©Ô1GØ d4j¤×!1Ñ!1°"¸7¿<¹<×;RÑ;RÔ!SÓTGð ×-Ñ-Ó/HØ!×)Ñ)JØ×$Ñ$ qÒ(Ü \\¨*°bÓ 9
|
Ø ×)Ñ)¸ÈÐ)ÓN×UÑUÜeð Vó Gð !d4j ×!4Ñ!4Ó5Gå ¤B§H¡H×$8Ñ$8¸Ô$AÜÔ.°·±¸t¿z¹zÓ0JÓKGØÐ Ð rD c ó0 t t | « d« )NzA does not support reshape as backed by a 1D pyarrow.ChunkedArray.)rù rY )rÉ Úargsr s rB ÚreshapezArrowExtensionArray.reshapeí s" Ü!ÜDzlð 6ð 7ó
|
ð
|
rD r c ób t | « t j | j |¬« « S )a
|
Round each value in the array a to the given number of decimals.
|
|
Parameters
|
----------
|
decimals : int, default 0
|
Number of decimal places to round to. If decimals is negative,
|
it specifies the number of positions to the left of the decimal point.
|
*args, **kwargs
|
Additional arguments and keywords have no effect.
|
|
Returns
|
-------
|
ArrowExtensionArray
|
Rounded values of the ArrowExtensionArray.
|
|
See Also
|
--------
|
DataFrame.round : Round values of a DataFrame.
|
Series.round : Round values of a Series.
|
)Úndigits)rY r= Úroundr )rÉ Údecimalsrí r s rB rñ zArrowExtensionArray.roundó s$ ð, tDz"(( 4§>¡>¸8ÔDÓEÐErD c óÌ | j r t d« t |t « r|j t
|
« }d }t | j t « ri| j j }t j j |« s t j j |« r|j dk( rt
|
}| j |¬« j |||¬« S )NzOsearchsorted requires array to be sorted, which is impossible with NAs present.r r¼ )ÚsideÚsorter)r r° rµ r) r} r r½ r4 r¶ rW rX rç rë r± r Ú searchsorted)rÉ rÿ rô rõ r½ r² s rB rö z ArrowExtensionArray.searchsorted s³ ð ;;Ü ð$óð ô e^Ô ,ØLL¤Ó(EàÜ djj¤*Ô -Øzz×/Ñ/Hä×%Ñ% hÔ/´2·8±8×3GÑ3GÈÔ3QØ-- 4Ò'ô Ø}} 5}Ó)×6Ñ6°uÀ4ÐPVÐ6ÓWÐWrD c ó t j |« }t | j « dk( r |dk\ j « r t d« |j dkD r1|j « t | j « k\ r t d« |rÄ|dk }|j « r
t |t | j « « t j ||¬« }| j j |« }t |« r t | « |« S t | « |« }|||< |S t | « | j j |« « S |dk j « r8t j |« }||dk xx t | j « z cc< t | « | j j |« « S )a
|
Take elements from an array.
|
|
Parameters
|
----------
|
indices : sequence of int or one-dimensional np.ndarray of int
|
Indices to be taken.
|
allow_fill : bool, default False
|
How to handle negative values in `indices`.
|
|
* False: negative values in `indices` indicate positional indices
|
from the right (the default). This is similar to
|
:func:`numpy.take`.
|
|
* True: negative values in `indices` indicate
|
missing values. These values are set to `fill_value`. Any other
|
other negative values raise a ``ValueError``.
|
|
fill_value : any, optional
|
Fill value to use for NA-indices when `allow_fill` is True.
|
This may be ``None``, in which case the default NA value for
|
the type, ``self.dtype.na_value``, is used.
|
|
For many ExtensionArrays, there will be two representations of
|
`fill_value`: a user-facing "boxed" scalar, and a low-level
|
physical NA value. `fill_value` should be the user-facing version,
|
and the implementation should handle translating that to the
|
physical version for processing the take if necessary.
|
|
Returns
|
-------
|
ExtensionArray
|
|
Raises
|
------
|
IndexError
|
When the indices are out of bounds for the array.
|
ValueError
|
When `indices` contains negative values other than ``-1``
|
and `allow_fill` is True.
|
|
See Also
|
--------
|
numpy.take
|
api.extensions.take
|
|
Notes
|
-----
|
ExtensionArray.take is called by ``Series.__getitem__``, ``.loc``,
|
``iloc``, when `indices` is a sequence of values. Additionally,
|
it's called by :meth:`Series.reindex`, or any other method
|
that causes realignment, with a `fill_value`.
|
r zcannot do a non-empty takez!out of bounds value in 'indices'.©rû )r Ú
|
asanyarrayr r r r ÚsizerÄ r/ rW rí r r rY rÎ )rÉ rä Ú
|
allow_fillrÖ Ú indices_arrayÚ fill_maskrp s rB r zArrowExtensionArray.take% s{ ôv gÓ. ä t~~Ó !Ò #¨ ¸!Ñ);×(@Ñ(@Ô(BÜ Ð 9Ó:Ð :Ø × Ñ Ò ! m×&7Ñ&7Ó&9¼SÀÇ Á Ó=PÒ&PÜ Ð @ÓAÐ Aá Ø%¨Ñ)IØ}}Ü ´°D·N±NÓ0CÔDä "§¡¨ ¸YÔ G Ø ×,Ñ,¨]Ó;Ü
|
Ô#Ø%4 : fÓ-Ð-ð $d FÓ+Ø$.yÑ!Ø ð "tDz $§.¡.×"5Ñ"5°gÓ">Ó?Ð?ð Ñ!×&Ñ&Ô(ä "§¡¨ Ó 6 Ø m¨aÑ /Ó0´C¸¿¹Ó4GÑGÓ0Ø 4:dnn× 1Ñ 1°-Ó @ÓAÐ ArD c óî | j j }t j j |« r| j « S t j j |« r| j « S | S )z"Maybe convert to a datelike array.)r rY rW rX rç Ú_to_datetimearrayrë Ú_to_timedeltaarray)rÉ rÐ s rB Ú _maybe_convert_datelike_arrayz1ArrowExtensionArray._maybe_convert_datelike_array sX à..×%Ñ%Ü 88× Ñ Ô )Ø×)Ñ)Ó+Ð +Ü XX× !Ñ ! 'Ô *Ø×*Ñ*Ó,Ð ,Ø rD c ó~ ddl m}m} | j j }t
|
j j |« sJ t j d|j d« } ||j |j « }| j j « }|j |« } |j ||¬« S )z;Convert a pyarrow timestamp typed array to a DatetimeArray.r )r¤ Ú tz_to_dtypezM8[ú]r¼ )Ú pandas.core.arrays.datetimesr¤ r r rY rW rX rç r r½ r± r¹ r r} Ú _simple_new)rÉ r¤ r rÐ Únp_dtyper½ r` s rB rÿ z%ArrowExtensionArray._to_datetimearray s ÷
|
ð
|
..×%Ñ%Üxx×$Ñ$ WÔ-Ð-Ð-Ü88c '§,¡, ¨qÐ 1Ó2ÙGJJ¨¯ © Ó5Ø>>×*Ñ*Ó,Ø?? 8Ó,Ø(}×(Ñ(¨¸Ô?Ð?rD c ó@ ddl m} | j j }t j
|
j |« sJ t j d|j d« }| j j « }|j |« } |j ||¬« S )z;Convert a pyarrow duration typed array to a TimedeltaArray.r r¥ zm8[r r¼ ) Ú pandas.core.arrays.timedeltasr¦ r rY rW rX rë r r½ r± r r} r )rÉ r¦ rÐ r r` s rB r z&ArrowExtensionArray._to_timedeltaarray s| å@à..×%Ñ%Üxx×#Ñ# GÔ,Ð,Ð,Ü88c '§,¡, ¨qÐ 1Ó2Ø>>×*Ñ*Ó,Ø?? 8Ó,Ø)~×)Ñ)¨(¸(ÔCÐCrD c ó t | j « rt j | t ¬« S t
|
| « S r )r r½ r Úasarrayr r Ú_values_for_json)rÉ r s rB r z$ArrowExtensionArray._values_for_json¤ s. ø Ü DJJÔ 'Ü::d¬&Ô1Ð 1ÜwÑ'Ó)Ð)rD c óT |}t | ||| j « \ }}| j j }| j r*t |« s t
|
j j |« r| }n| j |« }d}t
|
j j |« s t
|
j j |« rT|t k7 r(|| j j u rt j }|j! « j# ||¬« }|S t
|
j j% |« s t
|
j j' |« rAt) j* t- |« |¬« }|j r|||j « < |S t
|
j j |« r2| t |« rd }t) j. t1 |« ||¬« }|S |j rNt
|
j j3 |« rr|t( j4 u s |t j u rNt7 |« rC|j j# « }||j9 |d¬« }|r|j; « }|S |Pt j* g |¬« j# d¬« }t= ||« r |j }nt( j> }t) j@ t1 |« |¬« }|j « } ||| < || j j# « || < |S )NF©r½ r r¼ )rÖ r½ r¯ r_ ©rá )!r( r r rY r rW rX rn r rç rë r r½ r r
|
Ú
|
no_defaultr r rñ ré r rí rV Úfullr rö Únanr r} rÎ r Úobject_Úempty)
|
rÉ r½ rÎ r Úoriginal_na_valuerÐ rP rp r rû s
|
rB r z ArrowExtensionArray.to_numpy© s} ð %ÐÜ2°4¸ÀÈ$Ï+É+ÓVxØ..×%Ñ%Ø{{d 8n´·±×0@Ñ0@ÀÔ0IØDà;;xÓ(DØDä 88× Ñ Ô )¬R¯X©X×-AÑ-AÀ'Ô-Jà 8¨t¯z©z×/BÑ/BÑ#BÜ >>Ø×7Ñ7Ó9×BÑBØ hð Có FðJ ôE XX× Ñ gÔ &¬"¯(©(×*:Ñ*:¸7Ô*Cô XXd 4j°Ô6FØ{{Ø&.tyy{Ñ#ð: ô9 XX× Ñ gÔ &ØÐ ¤T¨(¤^Ø ÜWWS Y°8À5ÔIFð2 ð1 Ü HH× Ñ Ô )àBFFÑ"Ø$¬¯©Ñ6Ü" 5Ô)ð ^^×,Ñ,Ó.FØÐ Ø u°5 Ó9ÙØ ð ð }Ü ¨'Ô2×;Ñ;È5Ð;ÓQÜ# E¨8Ô4Ø !KKEä JJEÜXXc $i¨uÔ5FØ99;DØ#F4LØ $ K× 1Ñ 1× :Ñ :Ó <FD5MØ rD c ó t | j « r t | j « ||¬« S t | ||« S )N)Ú na_action)r r½ r% r r Úmap)rÉ Úmapperr r s rB r zArrowExtensionArray.mapä s5 ø Ü DJJÔ 'Ü T]]_¨fÀ ÔJÐ Jä7;v yÓ1Ð 1rD Úkeepc óÎ | j j }t j j |« s t j j |« r| j d¬« }nÉt j j |« r| j d¬« }nt j j |« re|j dk( rt j « }nt j « }| j t |« « }|j d¬« }n| j « d }| j r| j! « nd }t# j$ |||¬« S )Nr )r Fé )r rû )r rY rW rX rö r r ró Ú is_temporalÚ bit_widthÚint32rï r} r4 rë r r ÚalgosÚ
|
duplicated)rÉ r rÐ rÊ rÕ rû s rB r! z ArrowExtensionArray.duplicatedê sü ð ..×%Ñ%Ü 88× Ñ Ô (¬B¯H©H×,?Ñ,?ÀÔ,HØ]]¨A]Ó.FÜ XX× Ñ Ô )Ø]]¨E]Ó2FÜ XX× !Ñ ! 'Ô *Ø× Ñ BÒ&Ü ((*ä ((*Ø++j¨Ó 1Ó2CØ\\¨1\Ó-Fð ^^Ó% aÑ(Fà "kktyy{¨tÜ× Ñ ¨T¸Ô=Ð=rD c ó¤ | j j }t rMt j j |« r.| j j t j « « }n | j }t j |« }t r0t j j |« r|j |« } t | « |« S )z
|
Compute the ArrowExtensionArray of unique values.
|
|
Returns
|
-------
|
ArrowExtensionArray
|
)
|
r rY r rW rX rë r rï r= Úunique)rÉ rÐ rP Ú pa_results rB r# zArrowExtensionArray.unique s ð ..×%Ñ%å ¤B§H¡H×$8Ñ$8¸Ô$Aà>>×&Ñ&¤r§x¡x£zÓ2Dà>>DäIIdO å ¤B§H¡H×$8Ñ$8¸Ô$AØ! wÓ/IàtDz)Ó$Ð$rD c ó® | j j }t rMt j j |« r.| j j t j « « }n | j }ddlm }m
|
} |j « }|j d« }|j d« }|rA|j dkD r2|j « } |j | « }|j | « }t r0t j j |« r|j |« }t! |« } | t | « |« « }
|
|||
|
dd¬« S )a@
|
Return a Series containing counts of each unique value.
|
|
Parameters
|
----------
|
dropna : bool, default True
|
Don't include counts of missing values.
|
|
Returns
|
-------
|
counts : Series
|
|
See Also
|
--------
|
Series.value_counts
|
r )ÚIndexr£ r` ÚcountF)rº ÚnamerÎ )r rY r rW rX rë r rï Úpandasr& r£ Ú value_countsÚfieldr Úis_validr rÀ ) rÉ rÉ rÐ rP r& r£ ÚvcrÊ Úcountsrû rº s rB r* z ArrowExtensionArray.value_counts s ð" ..×%Ñ%Ý ¤B§H¡H×$8Ñ$8¸Ô$Aà>>×&Ñ&¤r§x¡x£zÓ2Dà>>D÷
|
ð
|
× Ñ Ó à!Ø!Ù doo¨Ò)Ø??Ó$DØ]] 4Ó(FØ]] 4Ó(Få ¤B§H¡H×$8Ñ$8¸Ô$AØ[[ Ó)Fä$ VÓ,ájd4j Ó(Ó)áf E°¸eÔDÐDrD c ó, |D cg c]# }|j j « D ] }| % }}}|d j dk( rt j « }n|d j j
|
}t j ||¬« } | |« S c c}}w )zÕ
|
Concatenate multiple ArrowExtensionArrays.
|
|
Parameters
|
----------
|
to_concat : sequence of ArrowExtensionArrays
|
|
Returns
|
-------
|
ArrowExtensionArray
|
r rî r_ )r Ú
|
iterchunksr½ rW Ú large_stringr¶ rÇ )rÒ Ú to_concatÚearí Úchunksr² rÕ s rB Ú_concat_same_typez%ArrowExtensionArray._concat_same_typeH s ð #,×SB¸¿ ¹ ×9PÑ9PÓ9RÒS°%ÐS%ÐSÑSØ Q<× Ñ Ò )äÓ(Hà |×)Ñ)×7Ñ7HÜ× Ñ v¨HÔ5Ù3xùó Ts (Bc ó
|
t | « r | j d||d|¤S dddddj ||« }t t |d« }|t | |fd|i|¤S | j }|j }t j j |« xr |d v xs& t j j |« xr |d
|
k( }|rV|j d k( r$|j t j « « }n#|j t j « « } ||fd |i|¤} |r| j |« } t | « | « S # t j" $ r$}
|
d | d| j$ d} t' | « |
|
d}
|
~
|
ww xY w)a¶
|
Return an ExtensionArray performing an accumulation operation.
|
|
The underlying data type might change.
|
|
Parameters
|
----------
|
name : str
|
Name of the function, supported values are:
|
- cummin
|
- cummax
|
- cumsum
|
- cumprod
|
skipna : bool, default True
|
If True, skip NA values.
|
**kwargs
|
Additional keyword arguments passed to the accumulation function.
|
Currently, there is no supported kwarg.
|
|
Returns
|
-------
|
array
|
|
Raises
|
------
|
NotImplementedError : subclass does not define accumulations
|
)r( r Úcumulative_maxÚcumulative_minÚcumulative_prod_checkedÚcumulative_sum_checked)ÚcummaxÚcumminÚcumprodÚcumsumNr )r; r< r> r r· rd re r= © )r Ú_str_accumulater° r¹ r= r Ú _accumulater rY rW rX r rë r r r rï r» r½ r8 ) rÉ r( r r Ú pyarrow_nameÚ pyarrow_methÚ data_to_accumr² Úconvert_to_intrp r? rË r s rB rA z ArrowExtensionArray._accumulate^ s ø ô< 4Ô Ø'4×'Ñ'ÐK¨T¸&ÑKÀFÑKÐ Kð 'Ø&Ø0Ø.ñ
|
÷
|
#dD/ð ô r <°Ó6 Ø Ð Ü7Ñ& tÑE°FÐE¸fÑEÐ Eà à ×%Ñ%ô HH× Ñ Ó *Ò K¨tÐ7KÐ/KòCähh×"Ñ" 8Ó,ÒA°¸Ñ1Að ñ Ø×!Ñ! RÒ'Ø -× 2Ñ 2´2·8±8³:Ó > à -× 2Ñ 2´2·8±8³:Ó > ð *Ù! -ÑM¸FÐMÀfÑMFñ
|
Ø[[ Ó*FàtDz&Ó!Ð!øô ×*Ñ*ò *Ø vÐ%@ÀÇÁÀ ÈAÐNCÜC. cÐ )ûð *ús Ä E Å FÅ E=Å=Fc óÈ |dk( r d| d| j d}t |« d}d}| j }t j t j
|
j t j j d| }| j rðt j |« }t j |« t j d« k( r t | « |« S |rG|dk( rt j |d « }nt j |« }t j" |« }nVt j$ |d« j' « } t j( t+ |« | z
|
|j ¬
|
« }|d| }t j, ||« |j ¬
|
« }
|
|t j. |
|
|g« }
|
n|t j0 |d|
|
« }
|
t | « |
|
« } | S ) z¨
|
Accumulate implementation for strings, see `_accumulate` docstring for details.
|
|
pyarrow.compute does not implement these methods for strings.
|
r= rd re r= N)r> r< r; Tr> rj r_ )r½ r8 r r r> ÚminimumÚ
|
accumulateÚmaximumr r= rn r£ rW rf rY r× rÐ rÑ rº r& Únullsr rí Ú concat_arraysrg ) rÉ r( r r rË ÚtailÚna_maskrÔ Únp_funcÚidxr$ rp s rB r@ z#ArrowExtensionArray._str_accumulate¢ s ð 9Ò Ø vÐ%@ÀÇÁÀ ÈAÐNCÜC.Ð ð !%Ø#'Ø>>äiiÜjj×+Ñ+Üjj×+Ñ+ñ
|
ð ñ ð ;;Üjj Ó*GÜvvg¤"§)¡)¨D£/Ò1Ø!tDz (Ó+Ð+ÙØ8Ò#Ü !||¨H°bÓ 9Hô "× 3Ñ 3°HÓ =HÜ !× 4Ñ 4°XÓ >Hô hhw¨Ó-×3Ñ3Ó5Üxx¤ H£ °Ñ 3¸(¿-¹-ÔHØ# D S>ô HHW XÓ .°X·]±]ÔC à Ð Ü×(Ñ(¨)°TÐ):Ó;IØ Ð Ü
|
|
7¨D°)Ó<IàdIÓ&Ø rD c óª
|
j j } j }t ri nddi}|dv rît j j |« s]t j j |« s>t j j |« s t j j |« rrt j j |« r. j j t j « « }n j }t j |d« }|}nà|dv rMt j j |« r. j j t j « « }n|dv rt j j |« rl|j } | dk( r. j j t j « « }n- j j t j « « }|dk( r fd }
|
n|d
|
k( rCt j j! |« s t j j# |« rd!d }
|
n<d d dddj% ||« } t' t | d« }
|
|
|
t) T |fd|i|¤S |dv r
|
d|vrd|d< n
|
|dk( rd|d< |
|
|fd|i|¤} |dk( r| d } t j8 | « j; « r| S |dv r0t j j |« r| j |« } |d v rt j j |« rst s\|j } | dk( r& | j t j « fi |¤} n% | j t j « fi |¤} | j |« } |d v r:t j j |« r | j t j « fi |¤} t j j |« r| j |« } | S t j j= |« r1t? |« }| j t j@ |« « } | S t j jC |« r&| j t j@ d « « } | S | j t j@ |jD « « } | S # t, t. t0 f$ rN} dt « j2 d j4 d| dt j6 d | d }t1 |« | d} ~ ww xY w)"a
|
Return a pyarrow scalar result of performing the reduction operation.
|
|
Parameters
|
----------
|
name : str
|
Name of the function, supported values are:
|
{ any, all, min, max, sum, mean, median, prod,
|
std, var, sem, kurt, skew }.
|
skipna : bool, default True
|
If True, skip NaN values.
|
**kwargs
|
Additional keyword arguments passed to the reduction function.
|
Currently, `ddof` is the only supported kwarg.
|
|
Returns
|
-------
|
pyarrow scalar
|
|
Raises
|
------
|
TypeError : subclass does not define reductions
|
rV F)r r£ r )r¾ rÄ Úsum)ÚmedianÚmeanÚstdÚsemr rU c óÄ t j | fd|i|¤}t j t j j « « }t j
|
||« S )Nr· )r= ÚstddevÚ sqrt_checkedr' r ra )rP r· r Ú numeratorÚ denominatorrÉ s rB rC z9ArrowExtensionArray._reduce_pyarrow.<locals>.pyarrow_meth sI ø Ü II dÑ L°zÐ LÀVÑ L Ü oo¬b¯h©h°t·~±~Ó.FÓ G Ü×(Ñ(¨°KÓ@Ð@rD rQ c ó | j dkD rt j | « nd }|r|dkD rJt t | « f|d n|j « |« r!t j d | j ¬« S | j dkD r_| j t j |« « } n:|t t | « fd |« r!t j d | j ¬« S t j j | j « r#| j t j « « } t j j! dt | « g| j# « « d }t j$ |d« S )Nr r_ rj )r r= rn r0 r r rW rf rY r r9 rX ræ r rî Ú ListArrayÚ from_arraysrI Ú binary_join)rP r· Ú min_countrû Ú data_lists rB rC z9ArrowExtensionArray._reduce_pyarrow.<locals>.pyarrow_meth s& Ø+/¯?©?¸QÒ+>rzz $Ô'ÀDÙ Ø 1}Ô)>Ü T Ø $ °$·-±-³/Ø!ô*ô
|
"yy¨°D·I±IÔ >Ð>بÒ*ð ${{¬2¯9©9°T«?Ó ;àÐ'Ô+@Ü T d¨Iô,ô "yy¨°D·I±IÔ >Ð>ä88×+Ñ+¨D¯I©IÔ6à 99¤R§Y¡Y£[Ó1DÜ LL× 4Ñ 4ØD N D×$7Ñ$7Ó$9ó àñ ô ~~ i°Ó4Ð4rD ÚquantileÚproductrW Úvariance)rR ÚprodrT ÚvarNr r_ rR g à?Úqr· r= z ' with dtype z does not support reduction 'z' with pyarrow version z. 'z(' may be supported by upgrading pyarrow.)rR rS )rT rU rª ©r )#r rY r rW rX r rö rë r÷ r rï r= rc r r r rå ræ r° r¹ r r ÚAttributeErrorrù r8 rU r½ Ú __version__rn r& rñ r³ r ré r± )rÉ r( r r rÐ Údata_to_reduceÚ cast_kwargsÚ data_to_cmpÚnot_eqÚnbitsrC rB rp r? rË r± r s ` rB Ú_reduce_pyarrowz#ArrowExtensionArray._reduce_pyarrowÕ sX ù ð0 ..×%Ñ%à å 0b°v¸u°o à >Ñ !Ü HH× Ñ Ô (Üxx×#Ñ# GÔ,Üxx×#Ñ# GÔ,Üxx×"Ñ" 7Ô+ô
|
xx×#Ñ# GÔ,Ø "nn× 1Ñ 1´"·(±(³*Ó = à "nn ä\\ +¨qÓ1FØ #Nà Ð*Ñ *¬r¯x©x×/CÑ/CÀGÔ/LØ !^^× 0Ñ 0´·±³Ó <Nà Ð5Ñ 5¼"¿(¹(×:NÑ:NÈwÔ:WØ×%Ñ%EØ{Ø!%§ ¡ ×!4Ñ!4´R·X±X³ZÓ!@à!%§ ¡ ×!4Ñ!4´R·X±X³ZÓ!@à 5=õ Að
|
U]Ü HH× Ñ wÔ '¬2¯8©8×+CÑ+CÀGÔ+Lô 5ð: %Ø!Ø Ø!ñ ÷
|
c$oð ô #¤2 |°TÓ:LØÐ#ä w tÑE°FÐE¸fÑEÐEð >Ñ ! k¸Ñ&?Ø"#F;Ò Ø XÒ à F3Kð *Ù! .ÑN¸VÐNÀvÑNFð 8Ò àAYFÜ ::fÓ × #Ñ #Ô %ØMà Ð(Ñ (¬R¯X©X×-AÑ-AÀ'Ô-JØ[[ Ó)FØ Ð%Ñ %¬"¯(©(×*>Ñ*>¸wÔ*GÝ'Ø ×)Ñ)ØB;Ø (V[[¬¯©«Ñ C°{Ñ CFà (V[[¬¯©«Ñ C°{Ñ CFØ[[ Ó)FØ >Ò !¤b§h¡h×&:Ñ&:¸7Õ&CØ V[[¤§¡£Ñ;¨{Ñ;FÜxx×#Ñ# GÔ,Ø WÓ-ð ô ×!Ñ! 'Ô*Ü-¨gÓ6Ø ¤R§[¡[°Ó%6Ó7ð ô ×!Ñ! 'Ô*à ¤R§[¡[°Ó%5Ó6ð
|
ð ¤R§[¡[°· ± Ó%>Ó?à øôM Ô 3´YÐ?ò *àDJ×'Ñ'Ð(¨ °d·j±j°\ð B/Ø/3¨fð 5Ü >>Ð*¨#¨d¨Vð 4%ð&ð ô C. cÐ )ûð *ús Ê+ S0 Ó0UÔA U Õ U©r Úkeepdimsc ó | j |f||d|¤}t |t j « r t | « |« S |S )a
|
Return a scalar result of performing the reduction operation.
|
|
Parameters
|
----------
|
name : str
|
Name of the function, supported values are:
|
{ any, all, min, max, sum, mean, median, prod,
|
std, var, sem, kurt, skew }.
|
skipna : bool, default True
|
If True, skip NaN values.
|
**kwargs
|
Additional keyword arguments passed to the reduction function.
|
Currently, `ddof` is the only supported kwarg.
|
|
Returns
|
-------
|
scalar
|
|
Raises
|
------
|
TypeError : subclass does not define reductions
|
rp )Ú _reduce_calcrµ rW rÆ rY )rÉ r( r rq r rp s rB r zArrowExtensionArray._reducet sF ð4 #×"Ñ" 4ÐT°ÀÑTÈVÑTÜ fbhhÔ 'Ø 4:fÓ%Ð %àMrD c óð | j |fd|i|¤}|r{t |t j « r2t j |j « g|j ¬« }|S t j |gt t |« d « ¬« }|S t j |« j « r| j j S t |t j « r|j « S |S )Nr r_ r ) ro rµ rW r rí r& rY r¾ r r= rn r½ r )rÉ r( r rq r r$ rp s rB rs z ArrowExtensionArray._reduce_calc sË ð )D×(Ñ(¨ÑG°fÐGÀÑG á Ü)¤R§Y¡YÔ/Ü 9§?¡?Ó#4Ð"5¸I¿N¹NÔKð Mô Ø KÜ(Ô)@ÀÓ)KÈAÑ)NÓOôð Mä ::iÓ × &Ñ &Ô (Ø::×&Ñ&Ð &Ü ¤2§9¡9Ô -Ø ??Ó$Ð $à Ð rD c ó¶ t | j d« r3t j j | j j
|
« st | « S | }t j j |j « }|j d« j « }t j dg| j j ¬« }|dk( }|j « r*|j! « }|||< |j! « }d||< |j# |« } t | « t j j% |j « « }||fS )z-
|
See Series.explode.__doc__.
|
r¶ r` Nr_ r )rf r½ rW rX Úis_listr¶ r Ú_explodeÚcomputeÚlist_value_lengthr r× r rf rY r rÎ r Ú list_flatten)rÉ rÊ r. rÖ rû r s rB rw z ArrowExtensionArray._explodeª s ø ô tzz ?Ô3Ü× Ñ §¡×!9Ñ!9Ô:ä7Ñ#Ó%Ð %ØÜ×-Ñ-¨f×.>Ñ.>Ó?Ø×!Ñ! !Ó$×-Ñ-Ó/ÜYY v¨D¯N©N×,?Ñ,?Ô@
|
Ø{Ø 88:Ø[[]FØ%F4LØ[[]FØ F4LØ zÓ*ØdBJJ× 3Ñ 3°F×4DÑ4DÓ EÓFØv~Ð rD c ó° t |t « rt |« dk( r|d }t | |« }| j |« }t j |« r | j d|| j « }n«t |« r t t |« }t | « }|dk r||z }d|cxk r|k sn t d| d| « t |t j « r|j « }nt! |« r t# d« g | j d| j$ ¢t j& |g| j j( d¬« | j |dz d j$ ¢}t j* |« j- « }nt/ |« rDt1 j2 |t0 j4 ¬ « }| j7 | j ||« }nCt9 |« st |t j « rQt1 j: t | « t0 j4 ¬ « }d||< | j ||| j « }nÍt1 j< t | « « | }t |« t |« k7 r t# d« t |« dk( ryt1 j> |« }|| }|jA |« }t1 j: t | « t0 j4 ¬ « }d||< | j7 | j ||« }t |t jB « rt j* |g« }|| _ y)
|
a÷ Set one or more values inplace.
|
|
Parameters
|
----------
|
key : int, ndarray, or slice
|
When called from, e.g. ``Series.__setitem__``, ``key`` will be
|
one of
|
|
* scalar int
|
* ndarray of integers.
|
* boolean ndarray
|
* slice object
|
|
value : ExtensionDtype.type, Sequence[ExtensionDtype.type], or object
|
value or values to be set of ``key``.
|
|
Returns
|
-------
|
None
|
r` r Tzindex z' is out of bounds for axis 0 with size z%Length of indexer and values mismatchNrÝ r¼ )"rµ r r r- Ú _maybe_convert_setitem_valueÚcomÚ is_null_sliceÚ_if_elser r r Úintr rW r r& r r° r4 rí rY rÇ rI r r r rõ Ú_replace_with_maskr rY Úaranger´ r rÆ ) rÉ r rÿ rP Únr4 rû rä r´ s rB Ú __setitem__z ArrowExtensionArray.__setitem__ s© ô, c5Ô !¤c¨#£h°!¢mØa&Cä! $¨Ó,Ø×1Ñ1°%Ó8ä × Ñ SÔ !à== u¨d¯n©nÓ=Dä _äsC.CÜD AØQwØqØ<a<Ü Ø SEÐ!HÈÈÐLóð ô %¤§¡Ô+Ø Ü eÔ$Ü Ð!HÓIÐIðØ Ð%×,Ñ,ðä% t§~¡~×':Ñ':ÈÔMðð a¡ Ð*×1Ñ1ðFô
|
×#Ñ# FÓ+×:Ñ:Ó<Dä 3Ô Ü**S¬¯©Ô1CØ×*Ñ*¨4¯>©>¸3ÀÓFDä uÔ ¤¨E´2·9±9Ô!=Ü88C I¬R¯X©XÔ6DØ DIØ== u¨d¯n©nÓ=Dô ii¤ D£ Ó*¨3Ñ/GÜ7|s 5zÒ)Ü Ð!HÓIÐIÜ7|qÒ ØÜjj Ó)GØ gÑ&GØJJwÓ'EÜ88C I¬R¯X©XÔ6DØ DMØ×*Ñ*¨4¯>©>¸4ÀÓGDä dBHHÔ %Ü×#Ñ# T FÓ+DØ rD Úaverage©Úaxisr» Ú na_optionr¦ Úpctc ó` |dk7 r^t | |||||¬« }|dk( s|rt j « }nt j « }t j
|
||d¬« }|S | j j « } |rdnd}
|
|dk( rd nd
|
} |dk( rd n|} t j | |
|
| | ¬ « }|d k( rWt j | j « } t j d |j ¬« }t j | ||« }|dk( rt j | |
|
| d¬ « }|j t j « « }|j t j « « }t j t j ||« d« }|rt j" j% |j « s#|j t j « « }|dk( rt j& |« }nt j( |« }t j ||« }|S )Nr r r
TrÝ r¦ r© Útopr« rª r¾ )Ú sort_keysr® Ú
|
tiebreakerr r_ rÄ é Údense)r Ú_rankrW rZ Úuint64rí r rI r= Úrankrn rf rY rg r ri rr rX rö rÄ r' )rÉ r r» r r¦ r ÚrankedrÐ rp rP r r® r rû ÚnullÚ
|
result_maxÚ
|
result_minÚdivisorr s rB Ú
|
_rank_calcz ArrowExtensionArray._rank_calc sÆ ø ð 19ÜW]ØØ Ø#Ø#Øð #ó Fð Ò"¡cÜ **,ä ))+ÜXXf¨7ÀÔEFØMà~~×,Ñ,Ó.Ù#,K°, Ø'0°EÒ'9¸xØ $¨ Ò 1U°v
|
äØ Ø Ø)Ø!ô
|
ð Ò Ü::dnnÓ-DÜ99T¨¯ © Ô4DÜZZ d¨FÓ3Fà YÒ ÜØØ#Ø -Ø ô Jð $ ¬¯©« Ó6JØ ¤R§Z¡Z£\Ó2JÜYYrvv j°*Ó =¸qÓAFá Ü88×'Ñ'¨¯ © Ô4Ø ¤R§Z¡Z£\Ó2ØÒ Ü && .ä (( 6Ó*ÜYYv wÓ/Fà rD c óL | j | j |||||¬« « S )z*
|
See Series.rank.__doc__.
|
r )Ú_convert_rank_resultr )rÉ r r» r r¦ r s rB r zArrowExtensionArray._rankQ s7 ð ×(Ñ(Ø OOØØ Ø#Ø#Øð ó ó
|
ð
|
rD c ó | j j }| j }t j j |« rX|j
|
}|dk( r$|j t j « « }n#|j t j « « }t j |||¬« }t j j |« r§t j j |j « rt j |« }|j
|
}|dk( r$|j t j « « }n#|j t j « « }|j |« } t | « |« S )zè
|
Compute the quantiles of self for each quantile in `qs`.
|
|
Parameters
|
----------
|
qs : np.ndarray[float64]
|
interpolation: str
|
|
Returns
|
-------
|
same type as self
|
r )rf Ú interpolation) r rY rW rX r r r r rï r= ra rö rj )rÉ Úqsr r² rP rn rp s rB Ú _quantilez ArrowExtensionArray._quantileg s ð >>×&Ñ&à~~Ü 88× Ñ Ô )ð ×&Ñ&EØ{Øyy¤§¡£Ó,àyy¤§¡£Ó,äT R°}ÔEä 88× Ñ Ô )Üxx×#Ñ# F§K¡KÔ0Ü &Ó)Ø ×&Ñ&EØ{Ø ¤R§X¡X£ZÓ0à ¤R§X¡X£ZÓ0Ø[[ Ó*FàtDz&Ó!Ð!rD c
|
ó` | j j }t j j |« r}|j
|
}|dk( r.| j j t j « « }nJ|dk( r.| j j t j « « }nt |« | j }|r|j « }t j |« }|j d« j t j |j d« t j |j d« « « « }t j j |« r|j |« }|j# t j$ |« « } t | « |« S )aT
|
Returns the mode(s) of the ExtensionArray.
|
|
Always returns `ExtensionArray` even if only one value.
|
|
Parameters
|
----------
|
dropna : bool, default True
|
Don't consider counts of NA values.
|
|
Returns
|
-------
|
same type as self
|
Sorted, if possible.
|
r é@ rÊ r. )r rY rW rX r r r r rï rù rÈ r= r* r+ r rô rÄ r r± )rÉ rÉ rÐ rn rP ÚresÚ most_commons rB Ú_modezArrowExtensionArray._mode s5 ð ..×%Ñ%Ü 88× Ñ Ô (Ø×%Ñ%EØ{Ø~~×*Ñ*¬2¯8©8«:Ó6Ø"Ø~~×*Ñ*¬2¯8©8«:Ó6ä)¨'Ó2Ð2à>>Dá Ø>>Ó#DäoodÓ#Øii Ó)×0Ñ0Ü HHSYYxÓ(¬"¯&©&°·±¸8Ó1DÓ*EÓ Fó
|
ô 88× Ñ Ô (Ø%×*Ñ*¨7Ó3Kà!×&Ñ&¤r×'<Ñ'<¸[Ó'IÓJ ØtDz+Ó&Ð&rD c óÈ | j || j j « }|S # t j $ r$}d|d| j
|
d}t |« |d}~ww xY w)z-Maybe convert value to be pyarrow compatible.rÔ rÕ r= N)r r rY rW r r½ r8 )rÉ rÿ r? rË s rB r| z0ArrowExtensionArray._maybe_convert_setitem_value¸ sd ð *ØLL ¨¯©×(;Ñ(;Ó<Eð øô × Ñ ò *Ø# E 9¨M¸$¿*¹*¸ ÀQÐGCÜC. cÐ )ûð *ús &* ªA!½ A Á A!c ó | j j st d| j d« | j « } | j j dk( r| j
|
j « }
|
nD| j j dv r| j dd¬« }
|
nt d| j « t j |
|
f|d ||||| d
|
|¤ t | « | j t j |
|
| ¬ « « « S ) z2
|
See NDFrame.interpolate.__doc__.
|
zCannot interpolate with z dtyper r Úf8g r z)interpolate is not implemented for dtype=r )r» r rº rÊ Úlimit_directionrË rû rø )r½ Ú _is_numericr8 r r r r rù r" Úinterpolate_2d_inplacerY rÑ rW rí ) rÉ r» r rº rÊ r§ rË rÎ r rû rP s rB Ú interpolatez ArrowExtensionArray.interpolateÁ sô ð zz×%Ò%ÜÐ 6°t·z±z°lÀ&Ð IÓJÐ Jàyy{Ø ::??cÒ !Ø>>×*Ñ*Ó,DØ ZZ__ Ñ $Ø== t°c=Ó:Dä%Ø;¸D¿J¹J¸<ÐHóð ô ×&Ñ&Ø ð
|
|
àØØØØ +Ø!Øñ
|
|
ð ò
|
|
ð tDz$×,Ñ,¬R¯X©X°dÀÔ-FÓGÓHÐHrD c ó t j |||« S # t j $ r Y nw xY wdd} ||« \ }} ||« \ }}|xs |}t j
|
|||« }t j ||d¬« S )an
|
Choose values based on a condition.
|
|
Analogous to pyarrow.compute.if_else, with logic
|
to fallback to numpy for unsupported types.
|
|
Parameters
|
----------
|
cond : npt.NDArray[np.bool_] or bool
|
left : ArrayLike | Scalar
|
right : ArrayLike | Scalar
|
|
Returns
|
-------
|
pa.Array
|
c ó t | t j t j f« r | j }n9t | t j
|
« r | j }| j « } nd }t j | t ¬« |fS r )
|
rµ rW rÆ rÈ rY r r& r rí r )rÿ rÐ s rB Ú_to_numpy_and_typez8ArrowExtensionArray._if_else.<locals>._to_numpy_and_type s_ Ü%¤"§(¡(¬B¯O©OÐ!<Ô=Ø **ÜE¤2§9¡9Ô-Ø **Ø à Ü88E¬Ô0°'Ð9Ð 9rD TrÝ )Úreturnz%tuple[np.ndarray, pa.DataType | None])r= rg rW r» r Úwhererí ) rÒ Úcondrk rl r Ú left_typeÚ
|
right_typerÐ rp s rB r z ArrowExtensionArray._if_elseë s
ð. Ü::d D¨%Ó0Ð 0øÜ×*Ñ*ò Ù ð úó :ñ -¨TÓ2iÙ .¨uÓ 5ÑzØÒ)zÜ$ eÓ,Üxx W¸$Ô?Ð?s /®/c ó¢ t |t j « r|j « }t |t j « r9t j j |j « r|j « } t j |||« S # t j $ r Y nw xY wt |t j « r t j |t ¬« }n*t |t j « r|j « }t j |t ¬« }|||< t j ||j d¬« S )a¿
|
Replace items selected with a mask.
|
|
Analogous to pyarrow.compute.replace_with_mask, with logic
|
to fallback to numpy for unsupported types.
|
|
Parameters
|
----------
|
values : pa.Array or pa.ChunkedArray
|
mask : npt.NDArray[np.bool_] or bool
|
replacements : ArrayLike or Scalar
|
Replacement value(s)
|
|
Returns
|
-------
|
pa.Array or pa.ChunkedArray
|
r¼ TrÝ )rµ rW rÈ rI rX ró rY r= Úreplace_with_maskr» rÆ r rí r r r& )rÒ rÊ rû Ú replacementsrp s rB r z&ArrowExtensionArray._replace_with_mask sï ô0 l¤B§O¡OÔ 4à'×6Ñ6Ó8LÜ fbooÔ .´2·8±8×3FÑ3FÀvÇ{Á{Ô3Sð ×*Ñ*Ó,Fð Ü×'Ñ'¨°°lÓCÐ CøÜ×*Ñ*ò Ù ð úä l¤B§H¡HÔ -Ü 88 L¼Ô?LÜ ¤b§i¡iÔ 0Ø'×-Ñ-Ó/LÜ&¬Ô/Ø#t Üxx V§[¡[¸dÔCÐCs Á?B ÂB,Â+B,c ó¢ | j j }t j j |« s t j j |« rd}n(t j j |« rd}nt t « | }| j « }| j |j |¬« } |j « ||« S )Nr` Tr ) r rY rW rX rö r ró rù r2 r r Ú numpy_dtypeÚconstruct_array_type)rÉ r² r r½ rû rÕ s rB Ú
|
_to_maskedz ArrowExtensionArray._to_maskedE s Ø>>×&Ñ&ä 88× Ñ Ô )¬R¯X©X×-@Ñ-@ÀÔ-JØHÜ XX× Ñ Ô *ØHä%Ð %ä$Ó& xÑ0Øyy{Ømm %×"3Ñ"3¸hmÓGØ+u×)Ñ)Ó+¨C°Ó6Ð6rD c óN t | j t « r5|dv r t d| j d| d« t
|
| d|||||d|¤S | j j }t j j |« r| j « }n@t j j |« r| j « }n| j « } |j
|
d|||||d|¤} t | t j « r| S t | « j# | d¬« S ) N) rd rS rR r> r= rT rU re Úskewrc z ' does not support operation 'r= )ÚhowÚhas_dropped_nar_ ÚngroupsÚidsFr¯ r? )rµ r½ r, r8 r Ú _groupby_opr rY rW rX rç rÿ rë r r¹ r r rÖ ) rÉ r¼ r½ r_ r¾ r¿ r rÐ rÊ rp r s rB rÀ z ArrowExtensionArray._groupby_opT s4 ø ô djj¤+Ô .Øð
|
ñ
|
ô Ø djj\Ð)GÈÀuÈAÐNóð ô 7Ñ&ð ØØ -Ø#Ø Øñ ð ñ ð ð ..×%Ñ%Ü 88× Ñ Ô )Ø×+Ñ+Ó-FÜ XX× !Ñ ! 'Ô *Ø×,Ñ,Ó.Fà__Ó&Fà#×#Ñ#ð
|
ØØ)Ø ØØñ
|
ð ñ
|
ô fbjjÔ )ØMÜDz×(Ñ(¨°eÐ(Ó<Ð<rD c
|
ó¼ | j j « D cg c], }|j d¬« D cg c] }|dn ||« c}. c}}S c c}w c c}}w )zJApply a callable to each element while maintaining the chunking structure.Fr N)r r0 r )rÉ ÚfuncÚchunkr, s rB Ú_apply_elementwisez&ArrowExtensionArray._apply_elementwise sc ð ×2Ñ2Ó4÷
|
ð
|
ð !>>¸>Ó?ö à𠩨c«Ñ2ô ó
|
ð
|
ùò ùó
|
s A·A Á
|
AÁAc ó |t j ur t |« s|j |« } t | « |« S r< )r
|
r r r× rY )rÉ rp ÚnaÚ method_names rB Ú_convert_bool_resultz(ArrowExtensionArray._convert_bool_result s; Ø S^^Ñ #¬DØ ô-
|
ð ×%Ñ% bÓ)FØtDz&Ó!Ð!rD c ó$ t | « |« S r< r_ ©rÉ rp s rB Ú_convert_int_resultz'ArrowExtensionArray._convert_int_result ó ØtDz&Ó!Ð!rD c ó$ t | « |« S r< r_ rÊ s rB r z(ArrowExtensionArray._convert_rank_result rÌ rD c ó |rt d|« t | « t j | j |« « S )Nz!count not implemented with flags=)rù rY r= Úcount_substring_regexr )rÉ ÚpatÚflagss rB Ú
|
_str_countz ArrowExtensionArray._str_count£ s: Ù Ü%Ð(JÀEÀ8Ð&LÓMÐ MØtDz"×2Ñ2°4·>±>À3ÓGÓHÐHrD c ó t |t « s!t dt |« j « t | « t j | j |« « S )Nz*repeat is not implemented when repeats is )rµ r rù rY rU r= rm r )rÉ Úrepeatss rB Ú _str_repeatz ArrowExtensionArray._str_repeat¨ sR Ü'¤3Ô'Ü%Ø<¼TÀ'»]×=SÑ=SÐ<TÐUóð ð 4:b× .Ñ .¨t¯~©~¸wÓ GÓHÐ HrD c óÔ t j j | j j « s3t j j | j j « rR| j t « }t j |t j t j « « ¬« }n | j } t | « t j ||« « S ©Nr_ ) rW rX rå r rY ræ rÄ rV rÇ Úlist_rî r= r^ )rÉ rs rp s rB Ú _str_joinz ArrowExtensionArray._str_join° s Ü 88× Ñ dnn× 1Ñ 1Ô 2´b·h±h×6NÑ6NØ NN× Ñ ô7
|
ð ×,Ñ,¬TÓ2FÜ×%Ñ% f´2·8±8¼B¿I¹I»KÓ3HÔIFà^^FØtDz"..¨°Ó5Ó6Ð6rD c óx fd}| j |« } t | « t j |« « S )Nc ó& | j « S r< )Ú partition©r, rs s rB rC z4ArrowExtensionArray._str_partition.<locals>.<lambda>» s ø § ¡ ¨cÓ 2 rD ©rÄ rY rW rÇ ©rÉ rs ÚexpandÚ predicaterp s ` rB Ú_str_partitionz"ArrowExtensionArray._str_partitionº s4 ø Û2 Ø×(Ñ(¨Ó3ØtDz"×*Ñ*¨6Ó2Ó3Ð3rD c óx fd}| j |« } t | « t j |« « S )Nc ó& | j « S r< )Ú
|
rpartitionrÝ s rB rC z5ArrowExtensionArray._str_rpartition.<locals>.<lambda>À s ø §¡¨sÓ 3 rD rÞ rß s ` rB Ú_str_rpartitionz#ArrowExtensionArray._str_rpartition¿ s4 ø Û3 Ø×(Ñ(¨Ó3ØtDz"×*Ñ*¨6Ó2Ó3Ð3rD c ór d }| j |« } t | « t j |« « S )Nc ó" | j « S r< )Úcasefold)r, s rB rC z3ArrowExtensionArray._str_casefold.<locals>.<lambda>Å s § ¡ £ rD rÞ )rÉ rá rp s rB Ú _str_casefoldz!ArrowExtensionArray._str_casefoldÄ s3 Ù. Ø×(Ñ(¨Ó3ØtDz"×*Ñ*¨6Ó2Ó3Ð3rD c ó| fd}| j |« } t | « t j |« « S )Nc ó( | j « S r< )rß )r, ÚencodingrÚ s rB rC z1ArrowExtensionArray._str_encode.<locals>.<lambda>Ê s ø §
|
¡
|
¨8°VÓ < rD rÞ )rÉ rí rÚ rá rp s `` rB Ú _str_encodez ArrowExtensionArray._str_encodeÉ s4 ù Ü< Ø×(Ñ(¨Ó3ØtDz"×*Ñ*¨6Ó2Ó3Ð3rD c ó |r t d« t j |« j j « }t |« dk( rt d|d« t j | j |« }|rat |t |j j « « D ci c], \ }}| t | « t j ||g« « . c}}S t | « t j |dg« « S c c}}w )Nz Only flags=0 is implemented.r zpat=z$ must contain a symbolic group name.)rù ÚreÚcompileÚ
|
groupindexÚkeysr r° r= Ú extract_regexr rX ÚrangerY Ú
|
num_fieldsÚ struct_field)rÉ rÐ rÑ rà Úgroupsrp ÚcolÚis rB Ú _str_extractz ArrowExtensionArray._str_extractÎ sà Ù Ü%Ð&DÓEÐ EÜC ×+Ñ+×0Ñ0Ó2Ü v;!Ò Ü vÐ%IÐ JÓKÐ KÜ×!Ñ! $§.¡.°#Ó6Ù ô " &¬%°· ± ×0FÑ0FÓ*GÓ H÷áCð ZT$Z¤§¡°¸¸Ó <Ó=Ñ=óð ð
|
4:boo¨f°q°cÓ :Ó;Ð ;ùó s Â&1Dc ó¦ t j ||¬« fd}| j |« } t | « t j
|
|« « S )N)rÑ c ó& j | « S r< )Úfindall)r, Úregexs rB rC z2ArrowExtensionArray._str_findall.<locals>.<lambda>ß s ø § ¡ ¨cÓ 2 rD )rð rñ rÄ rY rW rÇ )rÉ rÐ rÑ rá rp rÿ s @rB Ú _str_findallz ArrowExtensionArray._str_findallÝ sD ø Ü
|
|
3 eÔ,Û2 Ø×(Ñ(¨Ó3ØtDz"×*Ñ*¨6Ó2Ó3Ð3rD c ó t j | j |« }t j |« }|j « }|j t j j |« « }t j |« j d« j « }t | « }t |« }t j ||« j « } | t j |« j! |« |z z } t j" ||z t j$ ¬« }
|
d|
|
| < |
|
j' ||f« }
|
t) | « t j* t- |
|
« « « } | |j/ « fS )Nr r¼ T)r= Ú split_patternr rz r# r rW rx r± ry r× r r Úindex_inr r ÚrepeatrY rõ rî rY rí rV Ú to_pylist) rÉ rs r¯ Úflattened_valuesrè Úuniques_sortedÚlengthsÚn_rowsÚn_colsrä Údummiesrp s rB Ú_str_get_dummiesz$ArrowExtensionArray._str_get_dummiesã s+ Ü× Ñ § ¡ °Ó5Ü ??¨5Ó1ÐØ"×)Ñ)Ó+Ø ¤b§j¡j×&CÑ&CÀGÓ&LÓMÜ×&Ñ& uÓ-×7Ñ7¸Ó:×CÑCÓEÜTÜW Ü++Ð .°Ó?×HÑHÓJØBII fÓ -× 4Ñ 4°WÓ =ÀÑ FÑFÜ((6 F?´"·(±(Ô;Ø ÑØ// 6¨6Ð"2Ó3ØdBHH¤T¨'£]Ó 3Ó4Ø~×/Ñ/Ó1Ð1Ð1rD c ó fd}| j |« } t | « t j |« « S )Nc ó* | j « S r< )rº ©r, Úendr# rv s rB rC z0ArrowExtensionArray._str_index.<locals>.<lambda>ô ó ø § ¡ ¨#¨u°cÓ : rD rÞ ©rÉ rv r# r rá rp s ``` rB Ú
|
_str_indexz ArrowExtensionArray._str_indexó ó4 ú Ý: Ø×(Ñ(¨Ó3ØtDz"×*Ñ*¨6Ó2Ó3Ð3rD c ó fd}| j |« } t | « t j |« « S )Nc ó* | j « S r< )Úrindexr s rB rC z1ArrowExtensionArray._str_rindex.<locals>.<lambda>ù s ø §
|
¡
|
¨3°°sÓ ; rD rÞ r s ``` rB Ú _str_rindexz ArrowExtensionArray._str_rindexø s4 ú Ý; Ø×(Ñ(¨Ó3ØtDz"×*Ñ*¨6Ó2Ó3Ð3rD c óx fd}| j |« } t | « t j |« « S )Nc ó0 t j | « S r< )Ú unicodedataÚ normalize)r, Úforms rB rC z4ArrowExtensionArray._str_normalize.<locals>.<lambda>þ s ø ¤ × 5Ñ 5°d¸CÓ @ rD rÞ )rÉ r rá rp s ` rB Ú_str_normalizez"ArrowExtensionArray._str_normalizeý s4 ø Û@ Ø×(Ñ(¨Ó3ØtDz"×*Ñ*¨6Ó2Ó3Ð3rD c ó fd}| j |« } t | « t j |« « S )Nc ó* | j « S r< )Úrfindr s rB rC z0ArrowExtensionArray._str_rfind.<locals>.<lambda>
|
r rD rÞ r s ``` rB Ú
|
_str_rfindz ArrowExtensionArray._str_rfind
|
r rD c ó |dv rd }|t j }nM|r&t j t j |¬« }n%t j t j
|
|¬« } t | « || j |¬« « S )N¾ r r© )Úpattern)Ú
|
max_splits)r= Úutf8_split_whitespaceÚ functoolsÚpartialÚsplit_pattern_regexr rY r )rÉ rÐ r rà rÿ Ú
|
split_funcs rB Ú
|
_str_splitz ArrowExtensionArray._str_split
|
so ð <ØAØ ;Ü×1Ñ1JÙ Ü"×*Ñ*¬2×+AÑ+AÈ3ÔOJä"×*Ñ*¬2×+;Ñ+;ÀSÔIJØtDz* T§^¡^ÀÔBÓCÐCrD c óØ |dv rd }|1 t | « t j | j |d¬« « S t | « t j | j ||d¬« « S )Nr$ T)r& Úreverse)rY r= r' r r )rÉ rÐ r s rB Ú _str_rsplitz ArrowExtensionArray._str_rsplit
|
si Ø <ØAØ ;Ø 4:Ü×(Ñ(¨¯ © ÀAÈtÔTóð ð 4:Ü× Ñ § ¡ °ÀÈDÔQóð rD c óx fd}| j |« } t | « t j |« « S )Nc ó& | j « S r< )Ú translate)r, Útables rB rC z4ArrowExtensionArray._str_translate.<locals>.<lambda>%
|
s ø § ¡ ¨eÓ 4 rD rÞ )rÉ r3 rá rp s ` rB Ú_str_translatez"ArrowExtensionArray._str_translate$
|
s4 ø Û4 Ø×(Ñ(¨Ó3ØtDz"×*Ñ*¨6Ó2Ó3Ð3rD c ó¬ ||d< t j di |¤fd}| j |« } t | « t j
|
|« « S )NÚwidthc óD dj j | « « S )Nú
|
)ÚjoinÚwrap)r, Útws rB rC z/ArrowExtensionArray._str_wrap.<locals>.<lambda>,
|
s ø § ¡ ¨"¯'©'°#«,Ó 7 rD r? )ÚtextwrapÚ TextWrapperrÄ rY rW rÇ )rÉ r6 r rá rp r; s @rB Ú _str_wrapz ArrowExtensionArray._str_wrap)
|
sP ø Ø wÜ × !Ñ !Ñ + FÑ +Û7 Ø×(Ñ(¨Ó3ØtDz"×*Ñ*¨6Ó2Ó3Ð3rD c ó¤ t | « t j | j « j dt j
|
« ¬« « S ©NT)rÞ rY )rY rW rí r Údaysr r: s rB Ú_dt_daysz ArrowExtensionArray._dt_days0
|
s: àtDzÜ HHT×,Ñ,Ó.×3Ñ3ÀÌBÏHÉHËJÔ Wó
|
ð
|
rD c óð t | « t j | j « D cg c]" }|t ur|j
|
j nd $ c}t j « ¬« « S c c}w r× )rY rW rí r r Ú
|
componentsÚhoursr ©rÉ Útds rB Ú _dt_hoursz ArrowExtensionArray._dt_hours6
|
sg àtDzÜ HHð #× 5Ñ 5Ó 7öàð ,.´S©=BMM×'Ò'¸dÑBòô XXZô ó
|
ð
|
ùòó 'A3 c óð t | « t j | j « D cg c]" }|t ur|j
|
j nd $ c}t j « ¬« « S c c}w r× )rY rW rí r r rD Úminutesr rF s rB Ú _dt_minutesz ArrowExtensionArray._dt_minutesB
|
sg àtDzÜ HHð #× 5Ñ 5Ó 7öàð .0´s©]BMM×)Ò)ÀÑDòô XXZô ó
|
ð
|
ùòrI c ó¤ t | « t j | j « j dt j
|
« ¬« « S r@ )rY rW rí r Úsecondsr r: s rB Ú _dt_secondsz ArrowExtensionArray._dt_secondsN
|
s= àtDzÜ HHØ×'Ñ'Ó)×1Ñ1¸tÌ"Ï(É(Ë*ô ó
|
ð
|
rD c óð t | « t j | j « D cg c]" }|t ur|j
|
j nd $ c}t j « ¬« « S c c}w r× )rY rW rí r r rD Ú millisecondsr rF s rB Ú_dt_millisecondsz$ArrowExtensionArray._dt_millisecondsV
|
sg àtDzÜ HHð #× 5Ñ 5Ó 7öàð 35¼C±-BMM×.Ò.ÀTÑIòô XXZô ó
|
ð
|
ùòrI c ó¤ t | « t j | j « j dt j
|
« ¬« « S r@ )rY rW rí r Ú microsecondsr r: s rB Ú_dt_microsecondsz$ArrowExtensionArray._dt_microsecondsb
|
s? àtDzÜ HHØ×'Ñ'Ó)×6Ñ6Ø ÜXXZô ó
|
ð
|
rD c ó¤ t | « t j | j « j dt j
|
« ¬« « S r@ )rY rW rí r Ú nanosecondsr r: s rB Ú_dt_nanosecondsz#ArrowExtensionArray._dt_nanosecondsl
|
s= àtDzÜ HHØ×'Ñ'Ó)×5Ñ5À4ÌbÏhÉhËjô ó
|
ð
|
rD c óþ | j j « }| j j j dk( r!|D cg c] }|d n|j « }}t j |t ¬« S c c}w )Nr r¼ ) r r rà r¶ r± Úto_pytimedeltar rí r ©rÉ rP Útss rB Ú_dt_to_pytimedeltaz&ArrowExtensionArray._dt_to_pytimedeltat
|
sh Ø~~×'Ñ'Ó)Ø ;;× $Ñ $× )Ñ )¨TÒ 1ØJNÖOÀBBJD¨B×,=Ñ,=Ó,?Ñ?ÐODÐOÜxx¤FÔ+Ð+ùò Ps ÁA:c ó t | « t j | j « j « d¬« « S )NTr )rY rW rí r Ú total_secondsr: s rB Ú_dt_total_secondsz%ArrowExtensionArray._dt_total_secondsz
|
s5 ØtDzÜ HHT×,Ñ,Ó.×<Ñ<Ó>ÈDÔ Qó
|
ð
|
rD c ó t j j | j j « r t d« | j « } t | « t j |j |« d¬« « S )Nz&as_unit not implemented for date typesTr )
|
rW rX ré r½ r¶ rù r rY rí r )rÉ r± Úpd_arrays rB Ú _dt_as_unitz ArrowExtensionArray._dt_as_unit
|
s_ Ü 88× Ñ DJJ× 4Ñ 4Ô 5Ü%Ð&NÓOÐ OØ×5Ñ5Ó7àtDz"(( 8×#3Ñ#3°DÓ#9ÀtÔLÓMÐMrD c ó^ t | « t j | j « « S r< )rY r= Úyearr r: s rB Ú_dt_yearz ArrowExtensionArray._dt_year
|
ó àtDz"'' $§.¡.Ó1Ó2Ð2rD c ó^ t | « t j | j « « S r< )rY r= Údayr r: s rB Ú_dt_dayzArrowExtensionArray._dt_day
|
s àtDz"&& § ¡ Ó0Ó1Ð1rD c ó^ t | « t j | j « « S r< )rY r= Ú day_of_weekr r: s rB Ú_dt_day_of_weekz#ArrowExtensionArray._dt_day_of_week
|
ó àtDz"..¨¯ © Ó8Ó9Ð9rD c ó^ t | « t j | j « « S r< )rY r= Ú day_of_yearr r: s rB Ú_dt_day_of_yearz#ArrowExtensionArray._dt_day_of_year
|
rn rD c ó^ t | « t j | j « « S r< )rY r= Úhourr r: s rB Ú_dt_hourz ArrowExtensionArray._dt_hour
|
rg rD c ó^ t | « t j | j « « S r< )rY r= Ú iso_calendarr r: s rB Ú_dt_isocalendarz#ArrowExtensionArray._dt_isocalendar
|
s ØtDz"//¨$¯.©.Ó9Ó:Ð:rD c ó^ t | « t j | j « « S r< )rY r= Ú is_leap_yearr r: s rB Ú_dt_is_leap_yearz$ArrowExtensionArray._dt_is_leap_year¢
|
s àtDz"//¨$¯.©.Ó9Ó:Ð:rD c ó t | « t j t j | j « d« « S ©Nr` )rY r= rô ri r r: s rB Ú_dt_is_month_startz&ArrowExtensionArray._dt_is_month_start¦
|
s+ àtDz"((¤2§6¡6¨$¯.©.Ó#9¸1Ó=Ó>Ð>rD c óô t j t j t j | j d¬« t j
|
| j d¬« « d« } t | « |« S )Nri r Úmonthr` ©r= rô Ú days_betweenÚfloor_temporalrÂ Ú ceil_temporalrY rÊ s rB Ú_dt_is_month_endz$ArrowExtensionArray._dt_is_month_endª
|
s\ äÜ OOÜ×!Ñ! $§.¡.°uÔ=Ü× Ñ § ¡ °gÔ>ó ð ó
|
ð tDz&Ó!Ð!rD c
|
ó t | « t j t j t j | j
|
« d« t j t j | j
|
« d« « « S r| ©rY r= rI rô r r ri r: s rB Ú_dt_is_year_startz%ArrowExtensionArray._dt_is_year_startµ
|
sW àtDzÜ GGÜ $§.¡.Ó1°1Ó5Ü §¡Ó/°Ó3ó ó
|
ð
|
rD c
|
ó t | « t j t j t j | j
|
« d« t j t j | j
|
« d« « « S )Né é r r: s rB Ú_dt_is_year_endz#ArrowExtensionArray._dt_is_year_end¾
|
sW àtDzÜ GGÜ $§.¡.Ó1°2Ó6Ü §¡Ó/°Ó4ó ó
|
ð
|
rD c óÌ t j t j | j d¬« t j | j d¬« « } t | « |« S )NÚquarterr ri )r= rô r r rY rÊ s rB Ú_dt_is_quarter_startz(ArrowExtensionArray._dt_is_quarter_startÇ
|
sK äÜ × Ñ dnn°9Ô =Ü × Ñ dnn°5Ô 9ó
|
ð tDz&Ó!Ð!rD c óô t j t j t j | j d¬« t j
|
| j d¬« « d« } t | « |« S )Nri r r r` r rÊ s rB Ú_dt_is_quarter_endz&ArrowExtensionArray._dt_is_quarter_endÏ
|
s\ äÜ OOÜ×!Ñ! $§.¡.°uÔ=Ü× Ñ § ¡ °iÔ@ó ð ó
|
ð tDz&Ó!Ð!rD c óÌ t j t j | j d¬« t j | j d¬« « } t | « |« S )Nr r )r= r r r r rY rÊ s rB Ú_dt_days_in_monthz%ArrowExtensionArray._dt_days_in_monthÚ
|
sK ä Ü × Ñ dnn°7Ô ;Ü × Ñ T^^°'Ô :ó
|
ð tDz&Ó!Ð!rD c ó^ t | « t j | j « « S r< )rY r= Ú microsecondr r: s rB Ú_dt_microsecondz#ArrowExtensionArray._dt_microsecondä
|
rn rD c ó^ t | « t j | j « « S r< )rY r= Úminuter r: s rB Ú
|
_dt_minutez ArrowExtensionArray._dt_minuteè
|
ó àtDz")) D§N¡NÓ3Ó4Ð4rD c ó^ t | « t j | j « « S r< )rY r= r r r: s rB Ú _dt_monthz ArrowExtensionArray._dt_monthì
|
s àtDz"(( 4§>¡>Ó2Ó3Ð3rD c ó^ t | « t j | j « « S r< )rY r= Ú
|
nanosecondr r: s rB Ú_dt_nanosecondz"ArrowExtensionArray._dt_nanosecondð
|
s àtDz"--¨¯©Ó7Ó8Ð8rD c ó^ t | « t j | j « « S r< )rY r= r r r: s rB Ú _dt_quarterz ArrowExtensionArray._dt_quarterô
|
s àtDz"** T§^¡^Ó4Ó5Ð5rD c ó^ t | « t j | j « « S r< )rY r= Úsecondr r: s rB Ú
|
_dt_secondz ArrowExtensionArray._dt_secondø
|
r rD c óz t | « | j j t j « « « S r< )rY r r rW Údate32r: s rB Ú_dt_datez ArrowExtensionArray._dt_dateü
|
s( àtDz$..×-Ñ-¬b¯i©i«kÓ:Ó;Ð;rD c ó | j j j dv r | j j j nd} t | « | j j t j |« « « S )N> r r¬ r )r½ r¶ r± rY r r rW Útime64)rÉ r± s rB Ú_dt_timez ArrowExtensionArray._dt_time sc ð zz×'Ñ'×,Ñ,° Ñ<ð JJ× $Ñ $× )Ò )àð ð
|
tDz$..×-Ñ-¬b¯i©i¸«oÓ>Ó?Ð?rD c óh t j | j j j « S r< )r Ú maybe_get_tzr½ r¶ r¹ r: s rB Ú_dt_tzzArrowExtensionArray._dt_tz s# ä×%Ñ% d§j¡j×&>Ñ&>×&AÑ&AÓBÐBrD c óB | j j j S r< )r½ r¶ r± r: s rB Ú_dt_unitz ArrowExtensionArray._dt_unit s àzz×'Ñ'×,Ñ,Ð,rD c ób t | « t j | j dd« « S )Nr` ri )rY r= r r r: s rB Ú _dt_normalizez!ArrowExtensionArray._dt_normalize s& ØtDz"×+Ñ+¨D¯N©N¸A¸uÓEÓFÐFrD c ób t | « t j | j |¬« « S )N)Úformat©rY r= Ústrftimer )rÉ r² s rB Ú _dt_strftimez ArrowExtensionArray._dt_strftime s" ØtDz"++ d§n¡n¸VÔDÓEÐErD c óz |dk7 r t d« |dk7 r t d« t |« }|t d| « dddddddd d
|
d d d ddd}|j |j d « }|t d|d« |j
|
}t t | d« } t | « | | j ||¬« « S )NrÙ zambiguous is not supported.z nonexistent is not supported.z Must specify a valid frequency: re r r Úweekri rs r r¢ Ú millisecondr r )ÚYÚYSÚQÚQSÚMÚMSÚWÚDÚhr¾ rª r« r¬ r zfreq=ú is not supportedÚ _temporal)Úmultipler± )
|
rù r3 r° r° Ú_prefixr r¹ r= rY r )
|
rÉ r» ÚfreqÚ ambiguousÚ nonexistentÚoffsetÚpa_supported_unitr± rÄ Úrounding_methods
|
rB Ú_round_temporallyz%ArrowExtensionArray._round_temporally sì ð Ò Ü%Ð&CÓDÐ DØ 'Ò !Ü%Ð&EÓFÐ FÜ4 Ø >Ü Ð ?À¸vÐ FÓGÐ GàØØØØØØØØØØØ Ø Ø ñ
|
Ðð !×$Ñ$ V§^¡^°TÓ:Ø <Ü wÐ&7Ð 8Ó9Ð 9Ø88Ü!¤"¨¨° Ð&:Ó;ØtDz/¨$¯.©.À8ÐRVÔWÓXÐXrD c ó* | j d|||« S )NÚceil©rÌ ©rÉ rÆ rÇ rÈ s rB Ú_dt_ceilz ArrowExtensionArray._dt_ceil< s ð ×%Ñ% f¨d°I¸{ÓKÐKrD c ó* | j d|||« S )Nrj rÏ rÐ s rB Ú _dt_floorz ArrowExtensionArray._dt_floorD ó ð ×%Ñ% g¨t°YÀ ÓLÐLrD c ó* | j d|||« S )Nrñ rÏ rÐ s rB Ú _dt_roundz ArrowExtensionArray._dt_roundL rÔ rD c ól |d} t | « t j | j d|¬« « S )NÚCz%A©r² Úlocaler³ ©rÉ rÚ s rB Ú _dt_day_namez ArrowExtensionArray._dt_day_nameT ó. Ø >ØFØtDz"++ d§n¡n¸TÈ&ÔQÓRÐRrD c ól |d} t | « t j | j d|¬« « S )NrØ z%BrÙ r³ rÛ s rB Ú_dt_month_namez"ArrowExtensionArray._dt_month_nameY rÝ rD c ó® t j j | j j « r#t d| j j d« | j j « }| j j j dk( r#|D cg c] }|d n|j d¬« }}t j |t ¬« S c c}w )Nz$to_pydatetime cannot be called with z) type. Convert to pyarrow timestamp type.r F)r3 r¼ )rW rX ré r½ r¶ r° r r rà r± Ú to_pydatetimer rí r r[ s rB Ú_dt_to_pydatetimez%ArrowExtensionArray._dt_to_pydatetime^ sµ Ü 88× Ñ DJJ× 4Ñ 4Ô 5Ü Ø6°t·z±z×7OÑ7OÐ6Pð Q5ð 5óð ð ~~×'Ñ'Ó)Ø ;;× $Ñ $× )Ñ )¨TÒ 1ØSWÖXÈRBJD¨B×,<Ñ,<À%Ð,<Ó,HÑHÐXDÐXÜxx¤FÔ+Ð+ùò Ys  Cc ó |dk7 rt d|d« ddddj |d « }|t d|d« |M| j j t j
|
| j j j « « }n,t j | j t |« ||¬« } t | « |« S ) NrÙ z
|
ambiguous=r ÚearliestÚlatest)rÙ Úshift_backwardÚ shift_forwardz nonexistent=)rÇ rÈ ) rù r° r r rW r¸ r½ r¶ r± r= Úassume_timezoner® rY )rÉ r¹ rÇ rÈ Únonexistent_parp s rB Ú_dt_tz_localizez#ArrowExtensionArray._dt_tz_localizei sÈ ð Ò Ü%¨¨¨ Ð4EÐ&FÓGÐ Gà Ø (Ø %ñ
|
÷ #Ø ó
|
ð ð Ð !Ü%¨ ¨¨Ð6GÐ&HÓIÐ IØ :Ø^^×(Ñ(¬¯ © °d·j±j×6NÑ6N×6SÑ6SÓ)TÓUFä×'Ñ'ؤ B£°9È.ôFð tDz&Ó!Ð!rD c ó | j j j t d« | j j j }| j
|
j t j ||« « } t | « |« S )Nz?Cannot convert tz-naive timestamps, use tz_localize to localize)
|
r½ r¶ r¹ r8 r± r r rW r¸ rY )rÉ r¹ Ú current_unitrp s rB Ú_dt_tz_convertz"ArrowExtensionArray._dt_tz_convert so Ø ::× #Ñ #× &Ñ &Ð .ÜØQóð ð zz×/Ñ/×4Ñ4 Ø ×$Ñ$¤R§\¡\°,ÀÓ%CÓDØtDz&Ó!Ð!rD )rÊ úpa.Array | pa.ChunkedArrayr® ÚNone)r½ z Dtype | NonerÎ rS r< )rÐ úpa.DataType | Noner® z&pa.Array | pa.ChunkedArray | pa.Scalar)rÐ rð r® ú pa.Scalarr )rÐ rð rÎ rS r® rî )r' r )r® z Iterator[Any])NN)r½ zNpDtype | NonerÎ ú bool | Noner® ú
|
np.ndarray)r® r )r® rï )r® r® )r® z Self | npt.NDArray[np.object_])r® rS )r® r4 )r® r )r® únpt.NDArray[np.bool_])r rS )r¦ rS r r r§ r® r® ró )r rS r» r® r® r )T)r rS r® r )
|
r» r rÊ ú
|
int | NonerË z#Literal['inside', 'outside'] | NonerÎ rS r® r )NNNT)
|
rÿ zobject | ArrayLike | Noner» zFillnaOptions | NonerÊ rõ rÎ rS r® r )rÊ r r® rô )r® ztuple[np.ndarray, Any])ræ rS r® z!tuple[np.ndarray, ExtensionArray]rg )rò r r® r )rk N)rÿ z$NumpyValueArrayLike | ExtensionArrayrô zLiteral['left', 'right']rõ zNumpySorter | Noner® z npt.NDArray[np.intp] | np.intp)FN)rä r rû rS rÖ r r® rÀ )r® r¤ )r® r¦ )r® ró )r½ znpt.DTypeLike | NonerÎ rS r r r® ró )r¬ )r z Literal['first', 'last', False]r® rô )rÉ rS r® r£ )r( r® r rS r® z$ArrowExtensionArray | ExtensionArray)r( r® r rS r® rñ )r( r® r rS rq rS )
|
r r r» r® r r® r¦ rS r rS )r znpt.NDArray[np.float64]r r® r® r )rÉ rS r® r )r» r r r rÎ rS r® r )r° ú npt.NDArray[np.bool_] | boolrk úArrayLike | Scalarrl r÷ )rÊ rî rû rö rµ r÷ )
|
r¼ r® r½ rS r_ r r¾ r r¿ znpt.NDArray[np.intp])r r r® zlist[list[Any]])rÐ r® rÑ r )rÔ zint | Sequence[int])rs r® )rs r® rà rS )Ústrict)rí r® rÚ r® )r T)rÐ r® rÑ r rà rS )ú|)r N)rv r® r# r r rõ )r r® )rv r® r# r )Nr© FN)rÐ ú
|
str | Noner rõ rà rS rÿ rò )Nr© )rÐ rú r rõ )r3 zdict[int, str])r6 r )r± r® )r² r® )rÙ rÙ )r» z!Literal['ceil', 'floor', 'round']rÇ r rÈ r¡ )rÇ r rÈ r¡ )rÚ rú )rU Ú
|
__module__Ú __qualname__Ú__doc__Ú__annotations__rÌ Ú classmethodrÖ rü r rþ rÑ r( r- r
|
r5 r; r@ rC rF rK rQ ra rh rw r r r Úpropertyr½ r r r r r r r£ r´ r¼ rÁ rÅ rÎ rÉ rÒ r r) r rÛ rÝ rë rî rñ rö r r rÿ r r r r
|
r r r! r# r* r5 rA r@ ro r rs rw r r r r r£ r| rª r r r¹ rÀ rÄ rÈ rË r rÒ rÕ rÙ râ ræ rê rî rû r r r r r r" r, r/ r4 r> rB rH rL rO rR rU rX r] r` rc rf rj rm Ú _dt_dayofweekÚ _dt_weekdayrq Ú _dt_dayofyearrt rw rz r} r r r r r r Ú_dt_daysinmonthr r r r r r£ r¦ r© r¬ r® r° rµ rÌ rÑ rÓ rÖ rÜ rß râ rê rí Ú __classcell__)r s @rB rÀ rÀ ñ s
|
ø
ñ )ðV Ó Ø Óó 6ð Ø>BÐQVô ó ðð à/3À%ñGEØ ,ðGEØ;?òGEó ðGEðR à26ð1Ø /ð1à /ò1ó ð1ð& ó%ó ð%ðN àEJð^Ø /ð^Ø>Bð^à #ò^ó ð^ó@Z óxó( ð
|
AEð5Ø#ð5Ø2=ð5à ó5ó*
|
9óó*ó:ò
|
ó
|
$ò"+óH
|
ó<"ò|Ló6Kó&1ð òó ðð ò%ó ð%ó #õ
|
/ð ò-ó ð-ó 3ð %)õ 8<ðt %)õ 8<ðz Ø$Ø!ñ 5ð ð5ð ð 5ð
|
ð 5ð
|
ó5õ&-ô /ô/ó
|
*ó8ð !Ø:>Øñ
|
ð ð
|
ð ð
|
ð
|
8ð
|
ð ð
|
ð
|
õ
|
ñ@ × Ñ Ó ð ,0Ø'+Ø Øð +Rà(ð+Rð %ð+Rð ð +Rð
|
ð +Rð
|
ô +Ró ð+RóZ0ó+ñ" × !Ñ !Ó"ð !%ð à ð ð
|
+ò ó #ð òD
|
ô Fñ0 × $Ñ $Ó%ð *0Ø%)ð Xà3ðXð 'ðXð #ð Xð
|
|
(ò Xó &ðXð8 !Ø ð ZBà ðZBð ðZBð ð ZBð
|
|
ó ZBòxó @ó Dõ*ñ
|
× Ñ Ó!ð '+ØØ >>ð 8à#ð8ð ð8ð ð 8ð
|
|
ò 8ó "ð8õt2ñ × "Ñ "Ó#à6=ð>Ø3ð>à ò>ó $ð>ó.%ô.-Eð^ òó ðð, ,0ñB"ØðB"Ø$(ðB"à -õB"ðJ ,0ñ1Øð1Ø$(ð1à -ó1ðf <@÷ ]ð@ ,0À%ñ Øð Ø$(ð Ø;?ó ðB ,0À%ñ Øð Ø$(ð Ø;?ó ô, ó0M ðd Ø Ø Ø Øñ>ð ð>ð ð >ð
|
ð >ð ð >ð õ>ðF Ø Ø Ø Øñ
|
ð ð
|
ð ð
|
ð
|
ð
|
ð ð
|
ð ó
|
ó,%"ôN('òTð(Ið #ð(Ið ð (Ið ð(Ið
|
ó(IðT ð)@à*ð)@ð !ð)@ð "ò )@ó ð)@ðV ð(Dà*ð(Dð +ð(Dð )ò (Dó ð(DòZ 7ð 6=ð ð6=ð ð 6=ð
|
ð 6=ð ð 6=ð "õ6=óp
|
ð /2¯n©nÈ$ó "ò"ò"ôIó
|
Ió7ó4ó
|
4ò
|
4ô
|
4ô
|
<ô 4ô 2ô 4ô
|
4ó
|
4ô
|
4ð ØØ Ø !ð Dà ðDð ðDð ð Dð
|
ó Dô"
|
ó4ó
|
4ð ñ
|
ó ð
|
ð
|
ñ
|
ó ð
|
ð ñ
|
ó ð
|
ð ñ
|
ó ð
|
ð ñ
|
ó ð
|
ð ñ
|
ó ð
|
ð ñ
|
ó ð
|
ò,ò
|
ó
|
Nð ñ3ó ð3ð ñ2ó ð2ð ñ:ó ð:ð $MØ!Kà ñ:ó ð:ð $Mà ñ3ó ð3ò;ð ñ;ó ð;ð ñ?ó ð?ð ñ"ó ð"ð ñ
|
ó ð
|
ð ñ
|
ó ð
|
ð ñ"ó ð"ð ñ"ó ð"ð ñ"ó ð"ð (Oà ñ:ó ð:ð ñ5ó ð5ð ñ4ó ð4ð ñ9ó ð9ð ñ6ó ð6ð ñ5ó ð5ð ñ<ó ð<ð ñ@ó ð@ð ñCó ðCð ñ-ó ð-òGóFð $+Ø'.ð #Yà1ð#Yð !ð #Yð
|
%ó #YðP $+Ø'.ð Lð !ðLð %ó Lð $+Ø'.ð Mð !ðMð %ó Mð $+Ø'.ð Mð !ðMð %ó MôSô
|
Sò
|
,ð $+Ø'.ð "ð !ð"ð %ó "ö2"rD rÀ c óì t | « } t | d « t | « }}t j ||z « j ||« j
|
j « }t j | D cg c] }|j j D ] }| ! c}}« }|j |« }t |« D cg c] }t |j ||z |« « " c}S c c}}w c c}w )zÒTranspose arrow extension arrays in a list, but faster.
|
|
Input should be a list of arrays of equal length and all have the same
|
dtype. The caller is responsible for ensuring validity of input data.
|
r )rV r r r rî ÚTÚflattenrW rÇ r r4 r rõ rÀ r" )ÚarraysÚnrowsÚncolsrä rÕ rà rú s rB Ú transpose_homogeneous_pyarrowr s ô &\FÜvay>¤3 v£;5EÜii Ó&×.Ñ.¨u°eÓ<×>Ñ>×FÑFÓHGÜ
|
×
|
Ñ
|
¨V×V cÀÇ Á ×AUÑAUÒV¸EÐVEÓVÓ
|
WCØ
|
((7Ó
|
CÜFKÈEÃlÖ SÀÔ § ¡ ¨!¨e©)°UÓ ;Õ <Ò SÐSùó Wùâ Ss Á9$C+
|
Ã%C1)r[ rÁ r\ zpa.Array | pa.Scalarr® z,tuple[pa.ChunkedArray, pa.Array | pa.Scalar])rk ú&pa.ChunkedArray | pa.Array | pa.Scalarrl r r® rÁ )r½ z'ArrowDtype | pa.DataType | Dtype | Noner® rð )r z Sequence[ArrowExtensionArray]r® zlist[ArrowExtensionArray])Ú
|
__future__r r( rk Úpathlibr rð r< Útypingr r r r r r r2 Únumpyr Ú pandas._libsr
|
Úpandas._libs.tslibsr r r r Ú pandas.compatr r r Úpandas.util._decoratorsr Úpandas.util._exceptionsr Úpandas.util._validatorsr Úpandas.core.dtypes.castr r Úpandas.core.dtypes.commonr r r r r r r r Úpandas.core.dtypes.dtypesr Úpandas.core.dtypes.missingr Ú pandas.corer! r r" r# r$ Úpandas.core.algorithmsr% Úpandas.core.arrayliker& Ú'pandas.core.arrays._arrow_string_mixinsr' Úpandas.core.arrays._utilsr( Úpandas.core.arrays.baser) r* Úpandas.core.arrays.maskedr+ Úpandas.core.arrays.string_r, Úpandas.core.commonÚcoreÚcommonr} Úpandas.core.indexersr- r. r/ Úpandas.core.nanopsr0 Úpandas.core.strings.baser1 Úpandas.io._utilr2 Úpandas.tseries.frequenciesr3 r rW Úpyarrow.computerx r= r4 rô rc re ÚgreaterÚ
|
less_equalÚ greater_equalrT r> rF rH ro rO rQ rT rz r] rq ru ry r~ rp r r Úcollections.abcr Úpandas._typingr r r r r r r r r r r r r r r r¡ r¢ r) r£ r r¤ r r¦ r³ r¾ rÀ r r? rD rB ú<module>r2 sÕ ðÝ "ã Û Ý Û Û ÷õ ó Û ã å ÷ó ÷ ñ õ
|
(Ý 4Ý :÷÷ ÷ ó õ 6Ý +÷ó õ -Ý *Ý IÝ >÷õ 6Ý 2ß Ð ÷ñ õ
|
5Ý ;å 0Ý 0âÛÝ å4ð hhØllØggØjjØmmØ× Ñ ñ Oð Ù1Ø||Ù/ØvvÙ)ñ Ðð Ù3Ø~~Ù1ØÙ2ñ Ðð&Ø$ð&Ø1Eð&à 5ó&ð Ø4ð à5ð ð
|
ó ð@ Ø r~~ð àÑ1ð ð r×"Ñ"ð ð Ñ6ð ð
|
r×"Ñ"ð ð Ñ6ð ð ÑBð ð ÑCð ð Ñ6ð ð Ñ7ð ð ~ð ð ð ð .ð ð >ð ð r× Ñ ð ð Ñ3ð! Ðñ& Ý(÷÷ ÷ ÷ õ õ( Ý:Ý<òðØ 2ðàóô,X*"Ø Ø ØØô X*"ðvT TØ )ð Tà ô TrD
|
