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B �5�gr � @ sB d Z ddlmZ ddlZddlmZmZmZmZ ddl m Z ddl m Z m Z ddlmZ ddlmZ dd lmZ dd lmZ dd lmZmZmZmZmZ dd l m Z G d d� d�Z G dd� de �Z G dd� de �Z dd�dd�Z!dd�dd�Z"dd�dd �Z#dd�d d �Z$eed d �d1d&d'd(d)d)d*d'd'd+d,d-dd.� d/d0��Z%dS )2z3 :mod:`pandas.io.xml` is a module for reading XML. � )� annotationsN)�Buffer�CompressionOptions�FilePathOrBuffer�StorageOptions)�import_optional_dependency)�AbstractMethodError� ParserError)�doc)� is_list_like)� DataFrame)� _shared_docs)� file_exists� get_handle� is_fsspec_url�is_url�stringify_path)� TextParserc @ sd e Zd ZdZdd�dd�Zdd�dd�Zdd�d d �Zdd�d d �Zdd�d d�Zdd�dd�Z dS )�_XMLFrameParserav Internal subclass to parse XML into DataFrames. Parameters ---------- path_or_buffer : a valid JSON str, path object or file-like object Any valid string path is acceptable. The string could be a URL. Valid URL schemes include http, ftp, s3, and file. xpath : str or regex The XPath expression to parse required set of nodes for migration to `Data Frame`. `etree` supports limited XPath. namespacess : dict The namespaces defined in XML document (`xmlns:namespace='URI') as dicts with key being namespace and value the URI. elems_only : bool Parse only the child elements at the specified `xpath`. attrs_only : bool Parse only the attributes at the specified `xpath`. names : list Column names for Data Frame of parsed XML data. encoding : str Encoding of xml object or document. stylesheet : str or file-like URL, file, file-like object, or a raw string containing XSLT, `etree` does not support XSLT but retained for consistency. compression : {'infer', 'gzip', 'bz2', 'zip', 'xz', None}, default 'infer' Compression type for on-the-fly decompression of on-disk data. If 'infer', then use extension for gzip, bz2, zip or xz. storage_options : dict, optional Extra options that make sense for a particular storage connection, e.g. host, port, username, password, etc., See also -------- pandas.io.xml._EtreeFrameParser pandas.io.xml._LxmlFrameParser Notes ----- To subclass this class effectively you must override the following methods:` * :func:`parse_data` * :func:`_parse_nodes` * :func:`_parse_doc` * :func:`_validate_names` * :func:`_validate_path` See each method's respective documentation for details on their functionality. �None)�returnc C sF || _ || _|| _|| _|| _|| _|| _|| _d | _| | _ | | _ d S )N) �path_or_buffer�xpath� namespaces� elems_only� attrs_only�names�encoding� stylesheetZis_style� compression�storage_options) �selfr r r r r r r r r r � r" �C/home/digitalm-up/venv/lib/python3.7/site-packages/pandas/io/xml.py�__init__b s z_XMLFrameParser.__init__zlist[dict[str, str | None]]c C s t | ��dS )z� Parse xml data. This method will call the other internal methods to validate xpath, names, parse and return specific nodes. N)r )r! r" r" r# � parse_data{ s z_XMLFrameParser.parse_datac C s t | ��dS )a= Parse xml nodes. This method will parse the children and attributes of elements in xpath, conditionally for only elements, only attributes or both while optionally renaming node names. Raises ------ ValueError * If only elements and only attributes are specified. Notes ----- Namespace URIs will be removed from return node values.Also, elements with missing children or attributes compared to siblings will have optional keys filled withi None values. N)r )r! r" r" r# � _parse_nodes� s z _XMLFrameParser._parse_nodesc C s t | ��dS )a& Validate xpath. This method checks for syntax, evaluation, or empty nodes return. Raises ------ SyntaxError * If xpah is not supported or issues with namespaces. ValueError * If xpah does not return any nodes. N)r )r! r" r" r# �_validate_path� s z _XMLFrameParser._validate_pathc C s t | ��dS )z� Validate names. This method will check if names is a list-like and aligns with length of parse nodes. Raises ------ ValueError * If value is not a list and less then length of nodes. N)r )r! r" r" r# �_validate_names� s z _XMLFrameParser._validate_names�bytesc C s t | ��dS )z� Build tree from path_or_buffer. This method will parse XML object into tree either from string/bytes or file location. N)r )r! �raw_docr" r" r# � _parse_doc� s z_XMLFrameParser._parse_docN) �__name__� __module__� __qualname__�__doc__r$ r% r& r' r( r+ r" r" r" r# r % s ; r c sl e Zd ZdZdd�� fdd� Zdd�dd�Zdd�d d �Zdd�d d �Zdd�d d�Zdd�dd�Z � Z S )�_EtreeFrameParserz Internal class to parse XML into DataFrames with the Python standard library XML module: `xml.etree.ElementTree`. r )r c s t � j||� d S )N)�superr$ )r! �args�kwargs)� __class__r" r# r$ � s z_EtreeFrameParser.__init__zlist[dict[str, str | None]]c C sH ddl m} | jd k r td��|| �| j��| _| �� | �� | � � S )Nr )�XMLzBTo use stylesheet, you need lxml installed and selected as parser.) �xml.etree.ElementTreer5 r � ValueErrorr+ r �xml_docr' r( r& )r! r5 r" r" r# r% � s z _EtreeFrameParser.parse_datac s� �j j�j�jd�}�jr*�jr*td��nn�jrZ�jrJ�fdd�|D �}q�dd� |D �}n>�jrpdd� |D �}n(�jr��fdd�|D �}ndd� |D �}d d� |D �}tt � d d� |D ���� � fd d�|D �}�jr�fd d�|D �}|S ) N)r z4Either element or attributes can be parsed not both.c sL g | ]D}|j r(|j �� s(|j|j �� ini d d� t� j|�d��D ���qS )c S s& i | ] \}}|j r |j �� nd |�qS )N)�text�strip)�.0�nm�chr" r" r# � <dictcomp>� s z=_EtreeFrameParser._parse_nodes.<locals>.<listcomp>.<dictcomp>�*)r9 �isspace�tagr: �zipr �findall)r; �el)r! r" r# � <listcomp>� s z2_EtreeFrameParser._parse_nodes.<locals>.<listcomp>c S s g | ]}d d� |� d�D ��qS )c S s$ i | ] }|j r|j �� nd |j�qS )N)r9 r: rA )r; r= r" r" r# r> � s z=_EtreeFrameParser._parse_nodes.<locals>.<listcomp>.<dictcomp>r? )rC )r; rD r" r" r# rE � s c S s g | ]}d d� |j �� D ��qS )c S s" i | ]\}}|r|� � nd |�qS )N)r: )r; �k�vr" r" r# r> � s z=_EtreeFrameParser._parse_nodes.<locals>.<listcomp>.<dictcomp>)�attrib�items)r; rD r" r" r# rE � s c sP g | ]H}|j |jr,|j�� s,|j|j�� ini d d� t� j|�d��D ���qS )c S s& i | ] \}}|j r |j �� nd |�qS )N)r9 r: )r; r< r= r" r" r# r> s z=_EtreeFrameParser._parse_nodes.<locals>.<listcomp>.<dictcomp>r? )rH r9 r@ rA r: rB r rC )r; rD )r! r" r# rE s c S sH g | ]@}|j |jr,|j�� s,|j|j�� ini d d� |�d�D ���qS )c S s$ i | ] }|j r|j �� nd |j�qS )N)r9 r: rA )r; r= r" r" r# r> s z=_EtreeFrameParser._parse_nodes.<locals>.<listcomp>.<dictcomp>r? )rH r9 r@ rA r: rC )r; rD r" r" r# rE s c S s g | ]}d d� |� � D ��qS )c S s, i | ]$\}}|d |kr$|� d �d n|�qS )�}� )�split)r; rF rG r" r" r# r> % s z=_EtreeFrameParser._parse_nodes.<locals>.<listcomp>.<dictcomp>)rI )r; �dr" r" r# rE % s c S s g | ]}|� � D ]}|�qqS r" )�keys)r; rM rF r" r" r# rE ( s c s g | ]� � fd d��D ��qS )c s& i | ] }|� � � kr � | nd |�qS )N)rN )r; rF )rM r" r# r> ) s z=_EtreeFrameParser._parse_nodes.<locals>.<listcomp>.<dictcomp>r" )r; )rN )rM r# rE ) s c s& g | ] }d d� t � j|�� �D ��qS )c S s i | ]\}\}}||�qS r" r" )r; r< rF rG r" r" r# r> - s z=_EtreeFrameParser._parse_nodes.<locals>.<listcomp>.<dictcomp>)rB r rI )r; rM )r! r" r# rE - s ) r8 rC r r r r r7 r �list�dict�fromkeys)r! �elems�dictsr" )rN r! r# r& � s. z _EtreeFrameParser._parse_nodesc C sz d}yP| j j| j| jd�}|dkr*t|��|dk rR|�d�dkrR|jdkrRt|��W n ttfk rt td��Y nX dS )z� Notes ----- `etree` supports limited XPath. If user attempts a more complex expression syntax error will raise. z�xpath does not return any nodes. If document uses namespaces denoted with xmlns, be sure to define namespaces and use them in xpath.)r Nr? zxYou have used an incorrect or unsupported XPath expression for etree library or you used an undeclared namespace prefix.)r8 �findr r r7 rH �KeyError� SyntaxError)r! �msgrR r" r" r# r' 2 s z _EtreeFrameParser._validate_pathc C sl | j rh| jj| j| jd�}|r(|�d�ng }t| j �rRt| j �t|�k rhtd��nt t | j �j � d���d S )N)r r? z7names does not match length of child elements in xpath.z is not a valid type for names) r r8 rT r r rC r �lenr7 � TypeError�typer, )r! �parent�childrenr" r" r# r( O s z!_EtreeFrameParser._validate_namesr) c C sb ddl m}m}m} t|| j| j| jd�}t|�� }|| jd�}|||d�}W d Q R X ||� � �S )Nr )� XMLParser�parse�tostring)�filepath_or_bufferr r r )r )�parser) r6 r] r^ r_ �get_data_from_filepathr r r �preprocess_dataZgetroot) r! r* r] r^ r_ � handle_data�xml_data� curr_parser�rr" r" r# r+ ^ s z _EtreeFrameParser._parse_doc) r, r- r. r/ r$ r% r& r' r( r+ � __classcell__r" r" )r4 r# r0 � s V r0 c sz e Zd ZdZdd�� fdd� Zdd�dd�Zdd�d d �Zdd�d d �Zdd�d d�Zdd�dd�Z dd�dd�Z � Z S )�_LxmlFrameParserz� Internal class to parse XML into DataFrames with third-party full-featured XML library, `lxml`, that supports XPath 1.0 and XSLT 1.0. r )r c s t � j||� d S )N)r1 r$ )r! r2 r3 )r4 r" r# r$ z s z_LxmlFrameParser.__init__zlist[dict[str, str | None]]c C s` ddl m} || �| j��| _| jdk rH|| �| j��| _|| �� �| _| �� | � � | � � S )z� Parse xml data. This method will call the other internal methods to validate xpath, names, optionally parse and run XSLT, and parse original or transformed XML and return specific nodes. r )r5 N) � lxml.etreer5 r+ r r8 r �xsl_doc�_transform_docr' r( r& )r! r5 r" r" r# r% } s z_LxmlFrameParser.parse_datac s �j j�j�jd�}�jr*�jr*td��nn�jrZ�jrJ�fdd�|D �}q�dd� |D �}n>�jrpdd� |D �}n(�jr��fdd�|D �}ndd� |D �}�js�d t|d �� �d kr�d d� |D �}tt � d d� |D ���� � fd d�|D �}�j�r�fdd�|D �}|S )N)r z4Either element or attributes can be parsed not both.c sL g | ]D}|j r(|j �� s(|j|j �� ini d d� t� j|�d��D ���qS )c S s& i | ] \}}|j r |j �� nd |�qS )N)r9 r: )r; r< r= r" r" r# r> � s z<_LxmlFrameParser._parse_nodes.<locals>.<listcomp>.<dictcomp>r? )r9 r@ rA r: rB r r )r; rD )r! r" r# rE � s z1_LxmlFrameParser._parse_nodes.<locals>.<listcomp>c S s g | ]}d d� |� d�D ��qS )c S s$ i | ] }|j r|j �� nd |j�qS )N)r9 r: rA )r; r= r" r" r# r> � s z<_LxmlFrameParser._parse_nodes.<locals>.<listcomp>.<dictcomp>r? )r )r; rD r" r" r# rE � s c S s g | ] }|j �qS r" )rH )r; rD r" r" r# rE � s c sP g | ]H}|j |jr,|j�� s,|j|j�� ini d d� t� j|�d��D ���qS )c S s& i | ] \}}|j r |j �� nd |�qS )N)r9 r: )r; r< r= r" r" r# r> � s z<_LxmlFrameParser._parse_nodes.<locals>.<listcomp>.<dictcomp>r? )rH r9 r@ rA r: rB r r )r; rD )r! r" r# rE � s c S sH g | ]@}|j |jr,|j�� s,|j|j�� ini d d� |�d�D ���qS )c S s$ i | ] }|j r|j �� nd |j�qS )N)r9 r: rA )r; r= r" r" r# r> � s z<_LxmlFrameParser._parse_nodes.<locals>.<listcomp>.<dictcomp>r? )rH r9 r@ rA r: r )r; rD r" r" r# rE � s rJ r c S s g | ]}d d� |� � D ��qS )c S s, i | ]$\}}|d |kr$|� d �d n|�qS )rJ rK )rL )r; rF rG r" r" r# r> � s z<_LxmlFrameParser._parse_nodes.<locals>.<listcomp>.<dictcomp>)rI )r; rM r" r" r# rE � s c S s g | ]}|� � D ]}|�qqS r" )rN )r; rM rF r" r" r# rE � s c s g | ]� � fd d��D ��qS )c s& i | ] }|� � � kr � | nd |�qS )N)rN )r; rF )rM r" r# r> � s z<_LxmlFrameParser._parse_nodes.<locals>.<listcomp>.<dictcomp>r" )r; )rN )rM r# rE � s c s& g | ] }d d� t � j|�� �D ��qS )c S s i | ]\}\}}||�qS r" r" )r; r< rF rG r" r" r# r> � s z<_LxmlFrameParser._parse_nodes.<locals>.<listcomp>.<dictcomp>)rB r rI )r; rM )r! r" r# rE � s ) r8 r r r r r7 r rO rN rP rQ )r! rR rS r" )rN r! r# r& � s0 z _LxmlFrameParser._parse_nodesc C s| d}| j j| j| jd�}| j j| jd | jd�}| j j| jd | jd�}|g krXt|��|g krx|g krx|g krxt|��d S )Nz�xpath does not return any nodes. Be sure row level nodes are in xpath. If document uses namespaces denoted with xmlns, be sure to define namespaces and use them in xpath.)r z/*z/@*)r8 r r r7 )r! rW rR r\ �attrsr" r" r# r' � s z _LxmlFrameParser._validate_pathc C s^ | j rZ| jj| jd | jd�}t| j �rDt| j �t|�k rZtd��ntt| j �j � d���dS )z� Validate names. This method will check if names is a list and aligns with length of parse nodes. Raises ------ ValueError * If value is not a list and less then length of nodes. z[1]/*)r z7names does not match length of child elements in xpath.z is not a valid type for namesN) r r8 r r r rX r7 rY rZ r, )r! r\ r" r" r# r( � s z _LxmlFrameParser._validate_namesr) c C s� ddl m}m}m}m} t|| j| j| jd�}t |��D}|| jd�}t |t j �rj||� � �| j�|d�} n |||d�} W d Q R X || �S )Nr )r] � fromstringr^ r_ )r` r r r )r )ra )rj r] rn r^ r_ rb r r r rc � isinstance�io�StringIO�getvalue�encode) r! r* r] rn r^ r_ rd re rf r r" r" r# r+ s z_LxmlFrameParser._parse_docc C s( ddl m} || j�}|| j�}t|�S )z� Transform original tree using stylesheet. This method will transform original xml using XSLT script into am ideally flatter xml document for easier parsing and migration to Data Frame. r )�XSLT)rj rt rk r8 r) )r! rt Z transformerZnew_docr" r" r# rl 1 s z _LxmlFrameParser._transform_doc) r, r- r. r/ r$ r% r& r' r( r+ rl rh r" r" )r4 r# ri s s Uri zstr | bytes | Buffer)r c C s| t | �} t| t�rx| �d�sxt| t�r>t| �s>t| �s>t| �rxt| d|||d��"}t|j d�rh|j � � n|j } W dQ R X | S )aG Extract raw XML data. The method accepts three input types: 1. filepath (string-like) 2. file-like object (e.g. open file object, StringIO) 3. XML string or bytes This method turns (1) into (2) to simplify the rest of the processing. It returns input types (2) and (3) unchanged. )z<?xml�<rg )r r r �readN) r ro �str� startswithr r r r �hasattr�handlerv )r` r r r Z handle_objr" r" r# rb A s" rb zio.StringIO | io.BytesIOc C s. t | t�rt�| �} nt | t�r*t�| �} | S )z� Convert extracted raw data. This method will return underlying data of extracted XML content. The data either has a `read` attribute (e.g. a file object or a StringIO/BytesIO) or is a string or bytes that is an XML document. )ro rw rp rq r) �BytesIO)�datar" r" r# rc m s rc r c K sd t t| ��}dd� | D �}y(t|fd|i|��� }|�� S Q R X W n tk r^ td��Y nX dS )z� Convert parsed data to Data Frame. This method will bind xml dictionary data of keys and values into named columns of Data Frame using the built-in TextParser class that build Data Frame and infers specific dtypes. c S s g | ]}t |�� ��qS r" )rO �values)r; rM r" r" r# rE � s z"_data_to_frame.<locals>.<listcomp>r NzqXML document may be too complex for import. Try to flatten document and use distinct element and attribute names.)�next�iterr rv r )r| r3 �tagsZnodes�tpr" r" r# �_data_to_frame s r� c K s� t ddd�} |dkrB| dk r8t| |||||||| | � } qntd��n,|dkrft| |||||||| | � } ntd��| �� }tf d |i| ��S ) a Call internal parsers. This method will conditionally call internal parsers: LxmlFrameParser and/or EtreeParser. Raises ------ ImportError * If lxml is not installed if selected as parser. ValueError * If parser is not lxml or etree. z lxml.etree�ignore)�errors�lxmlNz7lxml not found, please install or use the etree parser.�etreez,Values for parser can only be lxml or etree.r| )r ri � ImportErrorr0 r7 r% r� )r r r r r r r ra r r r r3 r� �pZ data_dictsr" r" r# �_parse� s< r� r )r �./*F�utf-8r� �inferr z str | Nonezdict | list[dict] | Nonez bool | Nonezlist[str] | NonezFilePathOrBuffer | Noner r ) r r r r r r r ra r r r r c C s t | ||||||||| | d� S )a� Read XML document into a ``DataFrame`` object. .. versionadded:: 1.3.0 Parameters ---------- path_or_buffer : str, path object, or file-like object Any valid XML string or path is acceptable. The string could be a URL. Valid URL schemes include http, ftp, s3, and file. xpath : str, optional, default './\*' The XPath to parse required set of nodes for migration to DataFrame. XPath should return a collection of elements and not a single element. Note: The ``etree`` parser supports limited XPath expressions. For more complex XPath, use ``lxml`` which requires installation. namespaces : dict, optional The namespaces defined in XML document as dicts with key being namespace prefix and value the URI. There is no need to include all namespaces in XML, only the ones used in ``xpath`` expression. Note: if XML document uses default namespace denoted as `xmlns='<URI>'` without a prefix, you must assign any temporary namespace prefix such as 'doc' to the URI in order to parse underlying nodes and/or attributes. For example, :: namespaces = {{"doc": "https://example.com"}} elems_only : bool, optional, default False Parse only the child elements at the specified ``xpath``. By default, all child elements and non-empty text nodes are returned. attrs_only : bool, optional, default False Parse only the attributes at the specified ``xpath``. By default, all attributes are returned. names : list-like, optional Column names for DataFrame of parsed XML data. Use this parameter to rename original element names and distinguish same named elements. encoding : str, optional, default 'utf-8' Encoding of XML document. parser : {{'lxml','etree'}}, default 'lxml' Parser module to use for retrieval of data. Only 'lxml' and 'etree' are supported. With 'lxml' more complex XPath searches and ability to use XSLT stylesheet are supported. stylesheet : str, path object or file-like object A URL, file-like object, or a raw string containing an XSLT script. This stylesheet should flatten complex, deeply nested XML documents for easier parsing. To use this feature you must have ``lxml`` module installed and specify 'lxml' as ``parser``. The ``xpath`` must reference nodes of transformed XML document generated after XSLT transformation and not the original XML document. Only XSLT 1.0 scripts and not later versions is currently supported. compression : {{'infer', 'gzip', 'bz2', 'zip', 'xz', None}}, default 'infer' For on-the-fly decompression of on-disk data. If 'infer', then use gzip, bz2, zip or xz if path_or_buffer is a string ending in '.gz', '.bz2', '.zip', or 'xz', respectively, and no decompression otherwise. If using 'zip', the ZIP file must contain only one data file to be read in. Set to None for no decompression. {storage_options} Returns ------- df A DataFrame. See Also -------- read_json : Convert a JSON string to pandas object. read_html : Read HTML tables into a list of DataFrame objects. Notes ----- This method is best designed to import shallow XML documents in following format which is the ideal fit for the two-dimensions of a ``DataFrame`` (row by column). :: <root> <row> <column1>data</column1> <column2>data</column2> <column3>data</column3> ... </row> <row> ... </row> ... </root> As a file format, XML documents can be designed any way including layout of elements and attributes as long as it conforms to W3C specifications. Therefore, this method is a convenience handler for a specific flatter design and not all possible XML structures. However, for more complex XML documents, ``stylesheet`` allows you to temporarily redesign original document with XSLT (a special purpose language) for a flatter version for migration to a DataFrame. This function will *always* return a single :class:`DataFrame` or raise exceptions due to issues with XML document, ``xpath``, or other parameters. Examples -------- >>> xml = '''<?xml version='1.0' encoding='utf-8'?> ... <data xmlns="http://example.com"> ... <row> ... <shape>square</shape> ... <degrees>360</degrees> ... <sides>4.0</sides> ... </row> ... <row> ... <shape>circle</shape> ... <degrees>360</degrees> ... <sides/> ... </row> ... <row> ... <shape>triangle</shape> ... <degrees>180</degrees> ... <sides>3.0</sides> ... </row> ... </data>''' >>> df = pd.read_xml(xml) >>> df shape degrees sides 0 square 360 4.0 1 circle 360 NaN 2 triangle 180 3.0 >>> xml = '''<?xml version='1.0' encoding='utf-8'?> ... <data> ... <row shape="square" degrees="360" sides="4.0"/> ... <row shape="circle" degrees="360"/> ... <row shape="triangle" degrees="180" sides="3.0"/> ... </data>''' >>> df = pd.read_xml(xml, xpath=".//row") >>> df shape degrees sides 0 square 360 4.0 1 circle 360 NaN 2 triangle 180 3.0 >>> xml = '''<?xml version='1.0' encoding='utf-8'?> ... <doc:data xmlns:doc="https://example.com"> ... <doc:row> ... <doc:shape>square</doc:shape> ... <doc:degrees>360</doc:degrees> ... <doc:sides>4.0</doc:sides> ... </doc:row> ... <doc:row> ... <doc:shape>circle</doc:shape> ... <doc:degrees>360</doc:degrees> ... <doc:sides/> ... </doc:row> ... <doc:row> ... <doc:shape>triangle</doc:shape> ... <doc:degrees>180</doc:degrees> ... <doc:sides>3.0</doc:sides> ... </doc:row> ... </doc:data>''' >>> df = pd.read_xml(xml, ... xpath="//doc:row", ... namespaces={{"doc": "https://example.com"}}) >>> df shape degrees sides 0 square 360 4.0 1 circle 360 NaN 2 triangle 180 3.0 ) r r r r r r r ra r r r )r� ) r r r r r r r ra r r r r" r" r# �read_xml� s Cr� ) r� NFFNr� r� Nr� N)&r/ � __future__r rp Zpandas._typingr r r r Zpandas.compat._optionalr Z pandas.errorsr r Zpandas.util._decoratorsr Zpandas.core.dtypes.commonr Zpandas.core.framer Zpandas.core.shared_docsr Zpandas.io.commonr r r r r Zpandas.io.parsersr r r0 ri rb rc r� r� r� r" r" r" r# �<module> s@ 0 O,G
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