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parsers.py
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parsers.py
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# -*- coding: utf-8 -*-
# vim: sw=4:ts=4:expandtab
"""
riko.parsers
~~~~~~~~~~~~
Provides utility classes and functions
"""
import re
from io import StringIO
from html.entities import name2codepoint
from html.parser import HTMLParser
from urllib.error import URLError
import pygogo as gogo
from riko.utils import fetch
from meza.fntools import Objectify, remove_keys, listize
from meza.process import merge
from meza.compat import decode
from ijson import items
logger = gogo.Gogo(__name__, verbose=False, monolog=True).logger
try:
from lxml import etree, html
except ImportError:
try:
import xml.etree.cElementTree as etree
except ImportError:
logger.debug('xml parser: ElementTree')
import xml.etree.ElementTree as etree
from xml.etree.ElementTree import ElementTree
else:
logger.debug('xml parser: cElementTree')
from xml.etree.cElementTree import ElementTree
import html5lib as html
html5parser = None
else:
logger.debug('xml parser: lxml')
from lxml.html import html5parser
try:
import speedparser3 as speedparser
except ImportError:
import feedparser
logger.debug('rss parser: feedparser')
speedparser = None
else:
logger.debug('rss parser: speedparser')
rssparser = speedparser or feedparser
NAMESPACES = {
'owl': 'http://www.w3.org/2002/07/owl#',
'xhtml': 'http://www.w3.org/1999/xhtml'}
ESCAPE = {'&': '&', '<': '<', '>': '>', '"': '"', "'": '''}
SKIP_SWITCH = {
'contains': lambda text, value: text.lower() in value.lower(),
'intersection': lambda text, value: set(text).intersection(value),
're.search': lambda text, value: re.search(text, value),
}
class LinkParser(HTMLParser):
def reset(self):
HTMLParser.reset(self)
self.data = StringIO()
def handle_data(self, data):
self.data.write('%s\n' % decode(data))
def get_text(html, convert_charrefs=False):
try:
parser = LinkParser(convert_charrefs=convert_charrefs)
except TypeError:
parser = LinkParser()
try:
parser.feed(html)
except TypeError:
parser.feed(decode(html))
return parser.data.getvalue()
def parse_rss(url=None, **kwargs):
try:
f = fetch(decode(url), **kwargs)
except (ValueError, URLError):
parsed = rssparser.parse(url)
else:
content = f.read() if speedparser else f
try:
parsed = rssparser.parse(content)
finally:
f.close()
return parsed
def xpath(tree, path='/', pos=0, namespace=None):
try:
elements = tree.xpath(path)
except AttributeError:
stripped = path.lstrip('/')
tags = stripped.split('/') if stripped else []
try:
# TODO: consider replacing with twisted.words.xish.xpath
elements = tree.getElementsByTagName(tags[pos]) if tags else [tree]
except AttributeError:
element_name = str(tree).split(' ')[1]
if not namespace and {'{', '}'}.issubset(element_name):
start, end = element_name.find('{') + 1, element_name.find('}')
ns = element_name[start:end]
ns_iter = (name for name in NAMESPACES if name in ns)
namespace = next(ns_iter, namespace)
prefix = ('/%s:' % namespace) if namespace else '/'
match = './%s%s' % (prefix, prefix.join(tags[1:]))
elements = tree.findall(match, NAMESPACES)
except IndexError:
elements = [tree]
else:
for element in elements:
return xpath(element, path, pos + 1)
return iter(elements)
def xml2etree(f, xml=True, html5=False):
if xml:
element_tree = etree.parse(f)
elif html5 and html5parser:
element_tree = html5parser.parse(f)
elif html5parser:
element_tree = html.parse(f)
else:
# html5lib's parser returns an Element, so we must convert it into an
# ElementTree
element_tree = ElementTree(html.parse(f))
return element_tree
def _make_content(i, value=None, tag='content', append=True, strip=False):
content = i.get(tag)
try:
value = value.strip() if value and strip else value
except AttributeError:
pass
if content and value and append:
content = listize(content)
content.append(value)
elif content and value:
content = ''.join([content, value])
elif value:
content = value
return {tag: content} if content else {}
def etree2dict(element):
"""Convert an element tree into a dict imitating how Yahoo Pipes does it.
"""
i = dict(element.items())
i.update(_make_content(i, element.text, strip=True))
for child in element:
tag = child.tag
value = etree2dict(child)
i.update(_make_content(i, value, tag))
if element.text and not set(i).difference(['content']):
# element is leaf node and doesn't have attributes
i = i.get('content')
return i
def any2dict(f, ext='xml', html5=False, path=None):
path = path or ''
if ext in {'xml', 'html'}:
xml = ext == 'xml'
root = xml2etree(f, xml, html5).getroot()
replaced = '/'.join(path.split('.'))
tree = next(xpath(root, replaced)) if replaced else root
content = etree2dict(tree)
elif ext == 'json':
content = next(items(f, path))
else:
raise TypeError("Invalid file type: '%s'" % ext)
return content
def get_value(item, conf=None, force=False, default=None, **kwargs):
item = item or {}
try:
value = item.get(conf['subkey'], **kwargs)
except KeyError:
if conf and not (hasattr(conf, 'delete') or force):
raise TypeError('conf must be of type DotDict')
elif force:
value = conf
elif conf:
value = conf.get(**kwargs)
else:
value = default
except (TypeError, AttributeError):
# conf is already set to a value so use it or the default
value = default if conf is None else conf
except (ValueError):
# error converting subkey value with OPS['func'] so use the default
value = default
return value
def parse_conf(item, **kwargs):
kw = Objectify(kwargs, defaults={}, conf={})
# TODO: fix so .items() returns a DotDict instance
# parsed = {k: get_value(item, v) for k, v in kw.conf.items()}
sentinel = {'subkey', 'value', 'terminal'}
not_dict = not hasattr(kw.conf, 'keys')
if not_dict or (len(kw.conf) == 1 and sentinel.intersection(kw.conf)):
objectified = get_value(item, **kwargs)
else:
no_conf = remove_keys(kwargs, 'conf')
parsed = {k: get_value(item, kw.conf[k], **no_conf) for k in kw.conf}
result = merge([kw.defaults, parsed])
objectified = Objectify(result) if kw.objectify else result
return objectified
def get_skip(item, skip_if=None, **kwargs):
""" Determine whether or not to skip an item
Args:
item (dict): The entry to process
skip_if (func or Iter[dict]): The skipping criteria
Returns:
bool: whether or not to skip
Examples:
>>> item = {'content': 'Some content'}
>>> get_skip(item, lambda x: x['content'] == 'Some content')
True
>>> get_skip(item)
False
>>> get_skip(item, {'field': 'content'})
False
>>> bool(get_skip(item, {'field': 'content', 'include': True}))
True
>>> get_skip(item, {'field': 'content', 'text': 'some'})
True
>>> get_skip(item, {'field': 'content', 'text': 'some', 'include': True})
False
>>> get_skip(item, {'field': 'content', 'text': 'other'})
False
>>> get_skip(item, {'field': 'content', 'text': 'other', 'include': True})
True
"""
item = item or {}
skips = listize(skip_if)
for _skip in skips:
if callable(_skip):
skip = _skip(item)
elif _skip:
value = item.get(_skip['field'], '')
text = _skip.get('text')
op = _skip.get('op', 'contains')
match = not SKIP_SWITCH[op](text, value) if text else value
skip = match if _skip.get('include') else not match
else:
skip = False
if skip:
break
return skip
def get_field(item, field=None, **kwargs):
return item.get(field, **kwargs) if field else item
def text2entity(text):
"""Convert HTML/XML special chars to entity references
"""
return ESCAPE.get(text, text)
def entity2text(entitydef):
"""Convert an HTML entity reference into unicode.
http://stackoverflow.com/a/58125/408556
"""
if entitydef.startswith('&#x'):
cp = int(entitydef[3:-1], 16)
elif entitydef.startswith('&#'):
cp = int(entitydef[2:-1])
elif entitydef.startswith('&'):
cp = name2codepoint[entitydef[1:-1]]
else:
logger.debug(entitydef)
cp = None
return chr(cp) if cp else entitydef