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|
Module for formatting output data in Latex.
|
é )Ú annotations)ÚABCÚabstractmethod)Ú TYPE_CHECKINGÚIteratorÚSequenceN)Ú ABCMultiIndex)ÚDataFrameFormatterú str | tuple[str, str] | Noneztuple[str, str])ÚcaptionÚreturnc
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rT } zd}t||W 5 d}~X Y q`X nd}d}||fS )aÊ Extract full and short captions from caption string/tuple.
|
|
Parameters
|
----------
|
caption : str or tuple, optional
|
Either table caption string or tuple (full_caption, short_caption).
|
If string is provided, then it is treated as table full caption,
|
while short_caption is considered an empty string.
|
|
Returns
|
-------
|
full_caption, short_caption : tuple
|
Tuple of full_caption, short_caption strings.
|
Ú z9caption must be either a string or a tuple of two stringsN)Ú
|
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ValueError)r Z full_captionÚ short_captionÚerrÚmsg© r úNd:\z\workplace\vscode\pyvenv\venv\Lib\site-packages\pandas/io/formats/latex.pyÚ _split_into_full_short_caption s
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ddddZ ed dd d Z d d d d!d"Z d d d d#d$Zd d d d%d&d'Zd d d d(d)d*ZdS ),ÚRowStringConverterav Converter for dataframe rows into LaTeX strings.
|
|
Parameters
|
----------
|
formatter : `DataFrameFormatter`
|
Instance of `DataFrameFormatter`.
|
multicolumn: bool, optional
|
Whether to use \multicolumn macro.
|
multicolumn_format: str, optional
|
Multicolumn format.
|
multirow: bool, optional
|
Whether to use \multirow macro.
|
|
FNr Úboolú
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str | NoneÚNone)Ú formatterÚ multicolumnÚmulticolumn_formatÚmultirowr c C sF || _ | j j| _|| _|| _|| _g | _| ¡ | _tt | j | _
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|¡}|rr| |¡}|r| ||¡}g }| d |¡¡ | d¡ |rÀ| |t | j¡}| |¡ d |¡S )z%Get string representation of the row.é z & z \\r )r' Ú column_levelsr Úheaderr Ú header_levelsÚindexr Ú index_levelsÚlenÚ_preprocess_rowÚ_format_multicolumnÚ_format_multirowÚappendÚjoinÚ_compose_cliner$ ) r( r+ ÚrowZ is_multicolZ is_multirowZis_cline_maybe_requiredÚcrowÚlstZcliner r r Ú
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| j jjS )z"Integer number of levels in index.)r! r0 Únlevelsr> r r r r1 ~ s z RowStringConverter.index_levelsc C s
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| j jjS r )r! Úcolumnsr@ r> r r r r- s z RowStringConverter.column_levelsc C s" | j }| jjr | jjr |d7 }|S )Nr, )r- r Úhas_index_namesZshow_index_names)r( r@ r r r r/ s z RowStringConverter.header_levelszlist[list[str]]c sÜ | j jjr| jgg}n
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<listcomp>£ s zHRowStringConverter._get_strcols.<locals>.pad_empties.<locals>.<listcomp>r, )Úreversed)Úxr rK r Ú pad_empties s z4RowStringConverter._get_strcols.<locals>.pad_emptiesc 3 s | ]} |V qd S r r rH )rP r r Ú <genexpr>¥ s z2RowStringConverter._get_strcols.<locals>.<genexpr>c s& g | ] }d t |d g | qS )rF éÿÿÿÿrG rH )Úclevelsr r rM © s z3RowStringConverter._get_strcols.<locals>.<listcomp>c S s g | ]}|r|nd qS ©ú{}r rH r r r rM ® s r, N)r r! ÚemptyÚ_empty_info_lineZ get_strcolsr0 r r ÚformatrC rB rE rA r@ rD Úany)r( r$ ÚoutÚgenZcnamesZ new_namesr )rS rP r r# s(
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|
Combine columns belonging to a group to a single multicolumn entry
|
according to self.multicolumn_format
|
|
e.g.:
|
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|
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Check following rows, whether row should be a multirow
|
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(r c @ s" e Zd ZdZeddddZdS )ÚRowStringIteratorz:Iterator over rows of the header or the body of the table.ú Iterator[str]r= c C s dS )z2Iterate over LaTeX string representations of rows.Nr r> r r r Ú__iter__ s zRowStringIterator.__iter__N)r] rr rs rt r rx r r r r rv s rv c @ s e Zd ZdZddddZdS )ÚRowHeaderIteratorz#Iterator for the table header rows.rw r= c c s. t t| jD ]}|| jk r| |¡V qd S r ©rl r2 r' r? r< ©r( r+ r r r rx s
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zRowHeaderIterator.__iter__N©r] rr rs rt rx r r r r ry s ry c @ s e Zd ZdZddddZdS )ÚRowBodyIteratorz!Iterator for the table body rows.rw r= c c s. t t| jD ]}|| jkr| |¡V qd S r rz r{ r r r rx ) s
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eed d ddZ eed d ddZ eed d ddZ eed d dd ZdS ) ÚTableBuilderAbstracta
|
Abstract table builder producing string representation of LaTeX table.
|
|
Parameters
|
----------
|
formatter : `DataFrameFormatter`
|
Instance of `DataFrameFormatter`.
|
column_format: str, optional
|
Column format, for example, 'rcl' for three columns.
|
multicolumn: bool, optional
|
Use multicolumn to enhance MultiIndex columns.
|
multicolumn_format: str, optional
|
The alignment for multicolumns, similar to column_format.
|
multirow: bool, optional
|
Use multirow to enhance MultiIndex rows.
|
caption: str, optional
|
Table caption.
|
short_caption: str, optional
|
Table short caption.
|
label: str, optional
|
LaTeX label.
|
position: str, optional
|
Float placement specifier, for example, 'htb'.
|
NFr r r r )
|
r Ú column_formatr r r r r ÚlabelÚpositionr c
|
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C s: || _ || _|| _|| _|| _|| _|| _|| _| | _d S r ) r r r r r r r r r )
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r( r r r r r r r r r r r r r) I s z TableBuilderAbstract.__init__r r= c C sD | j | j| j| j| j| j| jg}d dd |D ¡}d}||7 }|S )z%String representation of LaTeX table.Ú
|
c S s g | ] }|r|qS r r ©rI Úitemr r r rM j s z3TableBuilderAbstract.get_result.<locals>.<listcomp>)Ú env_beginÚ top_separatorr. Úmiddle_separatorÚenv_bodyÚbottom_separatorÚenv_endr7 )r( ÚelementsÚresultZtrailing_newliner r r Ú
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get_result_ s ù z TableBuilderAbstract.get_resultc C s dS )z Beginning of the environment.Nr r> r r r r
o s z TableBuilderAbstract.env_beginc C s dS )zTop level separator.Nr r> r r r r t s z"TableBuilderAbstract.top_separatorc C s dS )z Header lines.Nr r> r r r r. y s zTableBuilderAbstract.headerc C s dS )zMiddle level separator.Nr r> r r r r ~ s z%TableBuilderAbstract.middle_separatorc C s dS )zEnvironment body.Nr r> r r r r s z TableBuilderAbstract.env_bodyc C s dS )zBottom level separator.Nr r> r r r r s z%TableBuilderAbstract.bottom_separatorc C s dS )zEnd of the environment.Nr r> r r r r s z TableBuilderAbstract.env_end)NFNFNNNN)r] rr rs rt r) r ru r r
r r. r r r r r r r r r~ / s@ ö"r~ c @ s¼ e Zd ZdZeddddZeddddZedddd Zeddd
|
d Zd dd dZ eddddZ
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eddddZ eddddZ dddddZ dddddZd S ) ÚGenericTableBuilderz=Table builder producing string representation of LaTeX table.r r= c C s | j dd}d t|¡S )Nr. ©Úoverr ©Ú_create_row_iteratorr7 r% ©r( Úiteratorr r r r. s zGenericTableBuilder.headerc C s dS )Nz\topruler r> r r r r s z!GenericTableBuilder.top_separatorc C s | ¡ r dS dS )Nú\midruler )Ú_is_separator_requiredr> r r r r s z$GenericTableBuilder.middle_separatorc C s | j dd}d t|¡S )NÚbodyr r r r r r r r £ s z GenericTableBuilder.env_bodyr c C s t | jo | jS r )r r. r r> r r r r ¨ s z*GenericTableBuilder._is_separator_requiredc C s | j rd| j dS dS )z7Position macro, extracted from self.position, like [h].ú[ú]r )r r> r r r Ú_position_macro« s z#GenericTableBuilder._position_macroc C s8 | j r4d d| jr d| j dndd| j dg¡S dS )zÌCaption macro, extracted from self.caption.
|
|
With short caption:
|
\caption[short_caption]{caption_string}.
|
|
Without short caption:
|
\caption{caption_string}.
|
r z\captionr r Ú{rg )r r7 r r> r r r Ú_caption_macro° s
|
ýÿz"GenericTableBuilder._caption_macroc C s | j rd| j dS dS )z9Label macro, extracted from self.label, like \label{ref}.z\label{rg r )r r> r r r Ú _label_macroÄ s z GenericTableBuilder._label_macrorv )r r c C s" | |¡}|| j| j| j| jdS )a
|
Create iterator over header or body of the table.
|
|
Parameters
|
----------
|
over : {'body', 'header'}
|
Over what to iterate.
|
|
Returns
|
-------
|
RowStringIterator
|
Iterator over body or header.
|
)r r r r )Ú_select_iteratorr r r r )r( r Z iterator_kindr r r r É s
|
üz(GenericTableBuilder._create_row_iteratorztype[RowStringIterator]c C s0 |dkr t S |dkrtS d| d}t|dS )z'Select proper iterator over table rows.r. r z.'over' must be either 'header' or 'body', but z was providedN)ry r} r )r( r r r r r r Þ s z$GenericTableBuilder._select_iteratorN)r] rr rs rt ru r. r r r r r r r r r r r r r r s$ r c @ sf e Zd ZdZeddddZddddZedddd Zeddd
|
d Zeddd d Z dS )ÚLongTableBuilderaV Concrete table builder for longtable.
|
|
>>> from pandas.io.formats import format as fmt
|
>>> df = pd.DataFrame({"a": [1, 2], "b": ["b1", "b2"]})
|
>>> formatter = fmt.DataFrameFormatter(df)
|
>>> builder = LongTableBuilder(formatter, caption='a long table',
|
... label='tab:long', column_format='lrl')
|
>>> table = builder.get_result()
|
>>> print(table)
|
\begin{longtable}{lrl}
|
\caption{a long table}
|
\label{tab:long}\\
|
\toprule
|
{} & a & b \\
|
\midrule
|
\endfirsthead
|
\caption[]{a long table} \\
|
\toprule
|
{} & a & b \\
|
\midrule
|
\endhead
|
\midrule
|
\multicolumn{3}{r}{{Continued on next page}} \\
|
\midrule
|
\endfoot
|
<BLANKLINE>
|
\bottomrule
|
\endlastfoot
|
0 & 1 & b1 \\
|
1 & 2 & b2 \\
|
\end{longtable}
|
<BLANKLINE>
|
r r= c C s8 d| j d| j d}|| ¡ g}d dd |D ¡S )Nz\begin{longtable}r rg r c S s g | ] }|r|qS r r r r r r rM s z.LongTableBuilder.env_begin.<locals>.<listcomp>)r r Ú_caption_and_labelr7 )r( Z first_rowr r r r r
s ÿzLongTableBuilder.env_beginc C sH | j s | jr@d}| j | j g}d dd |D ¡}||7 }|S dS d S )Nz\\r c S s g | ] }|r|qS r r r r r r rM s z7LongTableBuilder._caption_and_label.<locals>.<listcomp>r )r r r r r7 )r( Zdouble_backslashr Zcaption_and_labelr r r r s z#LongTableBuilder._caption_and_labelc C sf | j dd}dd| jr$d| j dnd| j| jdddd t|j d
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dd d d g }| ¡ rbd |¡S dS )Nr. r r z \endfirstheadz \caption[]{z} \\r z\endheadre z!}{r}{{Continued on next page}} \\z \endfoot
|
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z!LongTableBuilder.middle_separatorc C s dS )Nr r r> r r r r 9 s z!LongTableBuilder.bottom_separatorc C s dS )Nz\end{longtable}r r> r r r r = s zLongTableBuilder.env_endN)
|
r] rr rs rt ru r
r r r r r r r r r é s "
|
r c @ sF e Zd ZdZeddddZeddddZedddd Zd
|
S ) ÚRegularTableBuildera Concrete table builder for regular table.
|
|
>>> from pandas.io.formats import format as fmt
|
>>> df = pd.DataFrame({"a": [1, 2], "b": ["b1", "b2"]})
|
>>> formatter = fmt.DataFrameFormatter(df)
|
>>> builder = RegularTableBuilder(formatter, caption='caption', label='lab',
|
... column_format='lrc')
|
>>> table = builder.get_result()
|
>>> print(table)
|
\begin{table}
|
\centering
|
\caption{caption}
|
\label{lab}
|
\begin{tabular}{lrc}
|
\toprule
|
{} & a & b \\
|
\midrule
|
0 & 1 & b1 \\
|
1 & 2 & b2 \\
|
\bottomrule
|
\end{tabular}
|
\end{table}
|
<BLANKLINE>
|
r r= c C s< d| j d| j | j d| j dg}d dd |D ¡S )Nz \begin{table}z
|
\centeringú\begin{tabular}{rg r c S s g | ] }|r|qS r r r r r r rM e s z1RegularTableBuilder.env_begin.<locals>.<listcomp>)r r r r r7 )r( r r r r r
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|
ûz RegularTableBuilder.env_beginc C s dS ©Nr¡ r r> r r r r g s z$RegularTableBuilder.bottom_separatorc C s d ddg¡S )Nr ú \end{tabular}z \end{table})r7 r> r r r r k s zRegularTableBuilder.env_endN©r] rr rs rt ru r
r r r r r r r¢ B s
|
r¢ c @ sF e Zd ZdZeddddZeddddZedddd Zd
|
S ) ÚTabularBuilderañ Concrete table builder for tabular environment.
|
|
>>> from pandas.io.formats import format as fmt
|
>>> df = pd.DataFrame({"a": [1, 2], "b": ["b1", "b2"]})
|
>>> formatter = fmt.DataFrameFormatter(df)
|
>>> builder = TabularBuilder(formatter, column_format='lrc')
|
>>> table = builder.get_result()
|
>>> print(table)
|
\begin{tabular}{lrc}
|
\toprule
|
{} & a & b \\
|
\midrule
|
0 & 1 & b1 \\
|
1 & 2 & b2 \\
|
\bottomrule
|
\end{tabular}
|
<BLANKLINE>
|
r r= c C s d| j dS )Nr£ rg )r r> r r r r
s zTabularBuilder.env_beginc C s dS r¤ r r> r r r r s z TabularBuilder.bottom_separatorc C s dS )Nr¥ r r> r r r r s zTabularBuilder.env_endNr¦ r r r r r§ p s r§ c @ s¤ e Zd ZdZd ddddddddddd
|
d
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d Zd d ddZedd ddZdd ddZedd ddZ e j
|
dddddZ d d ddZ d d d d Z dS ) ÚLatexFormattera
|
Used to render a DataFrame to a LaTeX tabular/longtable environment output.
|
|
Parameters
|
----------
|
formatter : `DataFrameFormatter`
|
longtable : bool, default False
|
Use longtable environment.
|
column_format : str, default None
|
The columns format as specified in `LaTeX table format
|
<https://en.wikibooks.org/wiki/LaTeX/Tables>`__ e.g 'rcl' for 3 columns
|
multicolumn : bool, default False
|
Use \multicolumn to enhance MultiIndex columns.
|
multicolumn_format : str, default 'l'
|
The alignment for multicolumns, similar to `column_format`
|
multirow : bool, default False
|
Use \multirow to enhance MultiIndex rows.
|
caption : str or tuple, optional
|
Tuple (full_caption, short_caption),
|
which results in \caption[short_caption]{full_caption};
|
if a single string is passed, no short caption will be set.
|
label : str, optional
|
The LaTeX label to be placed inside ``\label{}`` in the output.
|
position : str, optional
|
The LaTeX positional argument for tables, to be placed after
|
``\begin{}`` in the output.
|
|
See Also
|
--------
|
HTMLFormatter
|
FNr r r r
|
r )
|
r Ú longtabler r r r r r r r c
|
|
C sN || _ | j j| _|| _|| _|| _|| _|| _t|\| _| _ || _
|
| | _ d S r ) r r! r© r r r r r r r r r )
|
r( r r© r r r r r r r r r r r) ² s
|
zLatexFormatter.__init__r r= c C s
|
| j ¡ S )zp
|
Render a DataFrame to a LaTeX tabular, longtable, or table/tabular
|
environment output.
|
)Úbuilderr r> r r r Ú to_stringÉ s zLatexFormatter.to_stringr~ c C s4 | ¡ }|| j| j| j| j| j| j| j| j| j d S )zVConcrete table builder.
|
|
Returns
|
-------
|
TableBuilder
|
) r r r r r r r r r )
|
Ú_select_builderr r r r r r r r r )r( rª r r r rª Ð s ÷zLatexFormatter.builderztype[TableBuilderAbstract]c C s& | j r
|
tS t| j| j| jgr"tS tS )z Select proper table builder.)r© r rY r r r r¢ r§ r> r r r r¬ å s
|
z LatexFormatter._select_builderc C s | j S )zColumn format.)Ú_column_formatr> r r r r í s z LatexFormatter.column_format)Úinput_column_formatr c C sD |dkr | ¡ | ¡ | _n$t|ts:tdt| n|| _dS )zSetter for column format.Nz*column_format must be str or unicode, not )Ú_get_index_formatÚ"_get_column_format_based_on_dtypesr r r r r\ )r( r® r r r r ò s ÿ
|
ÿc C s( dddd}| j jj}d t||¡S )zkGet column format based on data type.
|
|
Right alignment for numbers and left - for strings.
|
r r= c S s t | jtjrdS dS )Nrn Úl)Ú
|
issubclassr\ ÚnpÚnumber)Zdtyper r r Ú get_col_type s zGLatexFormatter._get_column_format_based_on_dtypes.<locals>.get_col_typer )r! ÚdtypesZ_valuesr7 Úmap)r( rµ r¶ r r r r° s
|
z1LatexFormatter._get_column_format_based_on_dtypesc C s | j jrd| jjj S dS )zGet index column format.r± r )r r0 r! r@ r> r r r r¯ s z LatexFormatter._get_index_format)FNFNFNNN) r] rr rs rt r) r« ru rª r¬ r Úsetterr° r¯ r r r r r¨ s( # ö"r¨ r^ r_ r` c C s dd | D S )züCarry out string replacements for special symbols.
|
|
Parameters
|
----------
|
row : list
|
List of string, that may contain special symbols.
|
|
Returns
|
-------
|
list
|
list of strings with the special symbols replaced.
|
c S sp g | ]h}|rh|d krh| dd¡ dd¡ dd¡ dd¡ d d
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