Ë
|
nñúhÉ! ã ón d dl mZ d dlmZmZmZ d dlZd dlZd dl m
|
Z
|
m Z d dl mZ d dlmZ d dlmZmZ d dlmZ er d d lmZ d d
|
lmZ e dd d dd « Zed d dd« Ze dd d d dd« Zed d d dd« Z de dd ddZy)é )Ú annotations)Ú TYPE_CHECKINGÚLiteralÚoverloadN)ÚlibÚmissing)Úfind_stack_level©Úmaybe_box_native)ÚBaseMaskedDtypeÚExtensionDtype)Úcommon)ÚMutableMappingT)Ú DataFrame.)Úindexc ó y ©N© ©ÚdfÚorientÚintor s úNH:\Change_password\venv_build\Lib\site-packages\pandas/core/methods/to_dict.pyÚto_dictr ó ð ó c ó y r r r s r r r + r r )r r c ó y r r r s r r r 6 r r c ó y r r r s r r r A r r Tc ó2
|
j j s$t j dt t « ¬« t j « }|j « }|s|dvr t d« |dk( r |d j « D « « S t j j « D cg c]3 \ }}|t j t « k( st# |t$ « r|5 }}}t j j « D cg c]5 \ }}t# |t& « st( j* nt, j. 7 c}}t1 |« t1 j « k( }|dk( r |fd j « D « « S |d k( r4t3 |« |fd
|
t j « « D « « S |d k( rZ j5 ||« } ||r d j6 j9 « ffnd d j j9 « fd| ffz « S |dk( rÚ j5 ||« } ||r d j6 j9 « ffnd d j j9 « fd j; dd¬« D
|
cg c] }
|
t= t? t@ |
|
« « c}
|
ffz |r"dt= j6 jB « ffnd z dt= j jB « ffz « S |dk( rì j j9 « |rGfd j; dd¬« D « } | D cg c] } |d | j « D « « ! c} S j; dd¬« D
|
cg c] }
|
|tE |
|
« « } }
|
|rUt3 |« t j « D ch c] \ }} |v r| }}} | D ] } |D ] } tA | | « | | < | S |d k( rÜ j6 j s t d« j j9 « |r! | fd j; d¬« D « « S |r[t3 |« tG t1 j « « D cg c] }|v c} |fd j; d¬« D « « S | fd j; d¬« D « « S t d | d « c c}}w c c}}w c c}
|
w c c} w c c}
|
w c c} }w c c}w ) a
|
Convert the DataFrame to a dictionary.
|
|
The type of the key-value pairs can be customized with the parameters
|
(see below).
|
|
Parameters
|
----------
|
orient : str {'dict', 'list', 'series', 'split', 'tight', 'records', 'index'}
|
Determines the type of the values of the dictionary.
|
|
- 'dict' (default) : dict like {column -> {index -> value}}
|
- 'list' : dict like {column -> [values]}
|
- 'series' : dict like {column -> Series(values)}
|
- 'split' : dict like
|
{'index' -> [index], 'columns' -> [columns], 'data' -> [values]}
|
- 'tight' : dict like
|
{'index' -> [index], 'columns' -> [columns], 'data' -> [values],
|
'index_names' -> [index.names], 'column_names' -> [column.names]}
|
- 'records' : list like
|
[{column -> value}, ... , {column -> value}]
|
- 'index' : dict like {index -> {column -> value}}
|
|
.. versionadded:: 1.4.0
|
'tight' as an allowed value for the ``orient`` argument
|
|
into : class, default dict
|
The collections.abc.MutableMapping subclass used for all Mappings
|
in the return value. Can be the actual class or an empty
|
instance of the mapping type you want. If you want a
|
collections.defaultdict, you must pass it initialized.
|
|
index : bool, default True
|
Whether to include the index item (and index_names item if `orient`
|
is 'tight') in the returned dictionary. Can only be ``False``
|
when `orient` is 'split' or 'tight'.
|
|
.. versionadded:: 2.0.0
|
|
Returns
|
-------
|
dict, list or collections.abc.Mapping
|
Return a collections.abc.MutableMapping object representing the
|
DataFrame. The resulting transformation depends on the `orient` parameter.
|
z?DataFrame columns are not unique, some columns will be omitted.)Ú
|
stacklevel)ÚsplitÚtightz?'index=False' is only valid when 'orient' is 'split' or 'tight'Úseriesc 3 ó* K | ] \ }}||f y wr r ©Ú.0ÚkÚvs r ú <genexpr>zto_dict.<locals>.<genexpr> s è ø Ò4¡ Aq!fÑ4ùs Údictc 3 óL K | ] \ }}||j ¬ « f yw))r N)r )r' r( r) r s r r* zto_dict.<locals>.<genexpr>§ s% øè ø ÒG±D°A°qq!))¨)Ó.Ô/ÑGùs !$Úlistc 3 óÜ K | ]c \ }\ }}||v r,t t t |j | ¬ « « « n&t t t |j « « « f e yw))Úna_valueN)r- Úmapr Úto_numpy)r' Úir( r) Ú box_na_valuesÚobject_dtype_indices_as_sets r r* zto_dict.<locals>.<genexpr>« si øè ø ò
|
ñ 6Aqð àÐ3Ñ3ô SÔ)¨1¯:©:¸}ÈQÑ?O¨:Ó+PÓQÔRä#Ô .°·
|
±
|
³ Ó=Ó>ô ñ
|
ùs A)A,r" r r ÚcolumnsÚdatar# FN)r ÚnameÚ index_namesÚ column_namesÚrecordsc 3 óH K | ] }t t |« « y wr )r+ Úzip)r' Úrowr5 s r r* zto_dict.<locals>.<genexpr>Ú s" øè ø ò Ø,/S #Ó&×'ñùs "c 3 ó< K | ] \ }}|t |« f y wr r
|
r& s r r* zto_dict.<locals>.<genexpr>Þ s è ø ÒH±D°A°qÔ+¨AÓ.Ô/ÑHùs z2DataFrame index must be unique for orient='index'.c 3 ó K | ]9 }|d t t j t t |dd « « « f ; yw©r é N)r+ r< r5 r0 r ©r' Útr s r r* zto_dict.<locals>.<genexpr>õ s@ øè ø ò àð 1tC §
|
¡
|
¬CÔ0@À!ÀAÀBÀ%Ó,HÓ IÓJÔKñùs ?A)r7 c
|
3 ó K | ]> }|d t |dd « D ci c] \ }}| | r t |« n| c}}f @ yc c}}w wr@ )Ú enumerater )r' rC r2 r) r5 Úis_object_dtype_by_indexs r r* zto_dict.<locals>.<genexpr>þ sp øè ø ò ð ð aDô
|
%.¨a°°¨eÓ$4÷ ñ !Aqð
|
Ø3°AÒ6ô %5°QÔ$7à ñ óôñ ùóùs A A
|
½A c
|
3 ól K | ]+ }|d t t j |dd « « f - ywr@ )r+ r< r5 rB s r r* zto_dict.<locals>.<genexpr> s5 øè ø ò Ø9:1tC §
|
¡
|
¨A¨a¨b¨EÓ 2Ó3Ô4ñùs 14zorient 'z' not understood)$r5 Ú is_uniqueÚwarningsÚwarnÚ UserWarningr ÚcomÚstandardize_mappingÚlowerÚ
|
ValueErrorÚitemsrE ÚdtypesÚvaluesÚnpÚdtypeÚobjectÚ
|
isinstancer r r Ú
|
no_defaultÚ
|
libmissingÚNAÚlenÚsetÚ(_create_data_for_split_and_tight_to_dictr ÚtolistÚ
|
itertuplesr- r0 r Únamesr< Úrange)r r r r Úinto_cr2 Ú col_dtypeÚbox_native_indicesÚare_all_object_dtype_colsr6 rC Úrowsr= ÚcolÚobject_dtype_colsr3 r5 rF r4 s ` ` @@@@r r r N s" ý ðl ::× Ò Ü Ø MÜ Ü'Ó)õ
|
ô × $Ñ $ TÓ *Fð
|
\\^Fá VÐ#5Ñ5ÜØ Mó
|
ð
|
ð ÒáÑ4¨¯©«Ô4Ó4Ð4ô & b§i¡i×&6Ñ&6Ó 7÷á AyØ ¤Ó(Ò (¬J°yÄ.Ô,Qò
|
ðÐñ ô & b§i¡i×&6Ñ&6Ó 7÷á Ayô )¨´OÔ DÌ*Ï-É-ÑWóMô !$Ð$6Ó 7¼3¸r¿y¹y»>Ñ IÐ à ÒÙÓG¸B¿H¹H»JÔGÓGÐGà 6Ò Ü03Ð4FÓ0GÐ#Ùô
|
ô ' r§x¡x£zÓ 2ô
|
ó
|
ð
|
ð
|
7Ò Ø×:Ñ:Ø %Ð'9ó
|
ñ Ù05wÓ)Ð*Ñ ,¸2àBJJ× -Ñ -Ó /Ð0Øðñ ó
|
ð
|
ð
|
7Ò Ø×:Ñ:Ø %Ð'9ó
|
ñ Ù05wÓ)Ð*Ñ ,¸2àBJJ× -Ñ -Ó /Ð0àð "$§ ¡ °UÀ Ó!Föà ô SÔ!1°1Ó 5Õ6òðð ñ
|
ñ <A ¤ R§X¡X§^¡^Ó 4Ð5Ñ7Àbñ Jð ¤ R§Z¡Z×%5Ñ%5Ó 6Ð7Ð9ñ :ó
|
ð
|
ð
|
9Ò Ø**×#Ñ#Ó%Ù $óØ35·=±=ÀuÐSW°=Ó3XôDð UYöØMPÑH¸C¿I¹I»KÔHÕHòð ð
|
24· ± ÀUÐQU° Ó1VöØ,-s7 AÕ'ðDð ñ "Ü.1Ð2DÓ.EÐ+ô #,¨B¯J©JÓ"7÷%á 3ØÐ 7Ñ7ò ð%Ð!ñ %ð
|
ò >CØ 0ò >Ü#3°C¸±HÓ#=Cñ>ð>ð Kà 7Ò Øxx×!Ò!Ü Ð QÓRÐ RØ**×#Ñ#Ó%Ù $Ùó à ¨D Ó1ôó ð ñ Ü*-Ð.@Ó*AÐ 'ä:?ÄÀBÇJÁJÃÓ:Pö(Ø56Ð0Ò0ò(Ð $ñ ô ð ¨D Ó1ô ó ð ñ ó Ø>@¿m¹mÐQU¸mÓ>Vôó ð ô
|
8 F 8Ð+;Ð<Ó=Ð=ùókùó
|
ùòZùò ùòùó
|
%ùò*(s* Â;8S3Ä:S9Ê S?Í$TÎT ÏTÒ T).)
|
r r r ú<Literal['dict', 'list', 'series', 'split', 'tight', 'index']r ú'type[MutableMappingT] | MutableMappingTr ÚboolÚreturnr )
|
r r r úLiteral['records']r ri r rj rk zlist[MutableMappingT])
|
r r r rh r ú
|
type[dict]r rj rk r+ )
|
r r r rl r rm r rj rk z
|
list[dict])r+ )
|
r r r zGLiteral['dict', 'list', 'series', 'split', 'tight', 'records', 'index']r ri r rj rk z'MutableMappingT | list[MutableMappingT]) Ú
|
__future__r Útypingr r r rI ÚnumpyrS Ú pandas._libsr r rX Úpandas.util._exceptionsr Úpandas.core.dtypes.castr Úpandas.core.dtypes.dtypesr r Ú pandas.corer rL Úpandas._typingr Úpandasr r r+ r r r ú<module>rx s ðÝ "÷ñ ó
|
ã ÷õ 5å 4÷õ
|
&áÝ.å ð
|
ð LOðð
|
ñ Øðà Hðð 2ð ð
|
ð ð ò ó
|
ðð
|
ð ñ Øðà ðð 2ð ð
|
ð ð ò ó
|
ðð
|
ð LOðð Øñ Øðà Hðð ð ð
|
ð ð
|
ò ó
|
ðð
|
ð
|
Øñ Øðà ðð ð ð
|
ð ð ò ó
|
ðð ð B>ð 59ØñB>ØðB>ð ðB>ð 2ð B>ð ðB>ð -ôB>r
|
