def test_case_sensitive(self):
input_json_good = parse('<CaseSensitive />')
input_json_bad = parse('<caSesensiTive />')
# Should succeed
case_sensitive_good = CaseSensitive(raw_value=input_json_good)
with self.assertRaises(DataError):
CaseInsensitive(raw_value=input_json_bad)
xml = unparse(case_sensitive_good.to_primitive())
self.assertEqual(xml, '<CaseSensitive />')
def test_case_insensitive(self):
input_json_good = parse('<CaseInsensitive />')
input_json_bad = parse('<caSeinsensiTive />')
# Should succeed
case_insensitive_good = CaseInsensitive(raw_value=input_json_good)
# Should also succeed
case_insensitive_bad = CaseInsensitive(raw_value=input_json_bad)
xml = unparse(case_insensitive_good.to_primitive())
self.assertEqual(xml, '<CaseInsensitive />')
xml = unparse(case_insensitive_bad.to_primitive())
self.assertEqual(xml, '<CaseInsensitive />')
def get_news(query, days=1):
def google_news(query, days):
link = "https://news.google.com/news/rss/headlines/section/topic/BUSINESS/search?q={}+when:{}d".format(
query, days)
return link
link = google_news(query, days)
r = requests.get(link)
res = json.loads(xmltojson.parse(requests.get(link).text))
headlines = []
try:
for item in res['rss']["channel"]['item']:
headline = {}
headline['Date'] = item['pubDate']
headline['Title'] = item['title']
headline['Link'] = item["link"]
headlines.append(headline)
except KeyError as e:
return e
news = pd.DataFrame(headlines)
polarity = lambda x: round(TextBlob(x).sentiment.polarity, 2)
subjectivity = lambda x: round(TextBlob(x).sentiment.subjectivity, 2)
news_polarity = np.zeros(len(news['Title']))
news_subjectivity = np.zeros(len(news['Title']))
for idx, headline in enumerate(news["Title"]):
# try:
news_polarity[idx] = polarity(headline)
news_subjectivity[idx] = subjectivity(headline)
# except:
# pass
news["Polarity"] = news_polarity
date = lambda x: datetime.datetime.strptime(
x.split(",")[1][1:-4], '%d %b %Y %H:%M:%S')
news['Date'] = news["Date"].apply(date)
return news
def test_nested_child_list(self):
input_json = parse('<Foo2>'
' <Bars>'
' <Bar>Item1</Bar>'
' <Bar field1="2">Item2</Bar>'
' <Baz>Non-item</Baz>'
' <Bar>Item3</Bar>'
' </Bars>'
'</Foo2>')
print(input_json)
foo2 = Foo2(raw_value=input_json)
self.assertEqual(len(foo2.bars), 3)
self.assertIsNone(foo2.bars[0].field1)
self.assertEqual(foo2.bars[0].content, 'Item1')
self.assertEqual(foo2.bars[1].field1, 2)
self.assertEqual(foo2.bars[1].content, 'Item2')
self.assertIsNone(foo2.bars[2].field1)
self.assertEqual(foo2.bars[2].content, 'Item3')
xml = unparse(foo2.to_primitive())
self.assertEqual(
xml,
'<Foo2><Bars><Bar>Item1</Bar><Bar field1="2">Item2</Bar><Bar>Item3</Bar></Bars></Foo2>'
)
def test_inheritance(self):
input_json = parse('<Foo3>'
' <Child1 />'
' <Child2 field2="hi" />'
' <Child1 field1="3" />'
' <Parent />'
'</Foo3>')
print(input_json)
foo3 = Foo3(raw_value=input_json)
self.assertEqual(len(foo3.children), 4)
self.assertIsInstance(foo3.children[0], Child1)
self.assertIsInstance(foo3.children[1], Child2)
self.assertIsInstance(foo3.children[2], Child1)
self.assertIsInstance(foo3.children[3], Parent)
self.assertIsNone(foo3.children[0].field1)
self.assertEqual(foo3.children[1].field2, 'hi')
self.assertEqual(foo3.children[2].field1, 3)
xml = unparse(foo3.to_primitive())
self.assertEqual(
xml,
'<Foo3><Child1 /><Child2 field2="hi" /><Child1 field1="3" /><Parent /></Foo3>'
)
def test_all(self):
self.assertEqual(
parse('<a foo="2"><b bar="4" /><c>Hello</c><b /></a>'), {
'tag':
'a',
'attrib': {
'foo': '2',
},
'text':
None,
'children': [{
'tag': 'b',
'attrib': {
'bar': '4',
},
'text': None,
'children': [],
}, {
'tag': 'c',
'attrib': {},
'text': 'Hello',
'children': [],
}, {
'tag': 'b',
'attrib': {},
'text': None,
'children': [],
}],
})
self.assertEqual(
unparse({
'tag':
'a',
'attrib': {
'foo': '2',
},
'text':
None,
'children': [{
'tag': 'b',
'attrib': {
'bar': '4',
},
'text': None,
'children': [],
}, {
'tag': 'c',
'attrib': {},
'text': 'Hello',
'children': [],
}, {
'tag': 'b',
'attrib': {},
'text': None,
'children': [],
}],
}), '<a foo="2"><b bar="4" /><c>Hello</c><b /></a>')
def crawl(year, start_num):
'''
this function crawls the paper in pubmed dataset
Args:
start_num: the starting index of crawling data
year: year
'''
Entrez.email = "*****@*****.**"
time.sleep(1)
handle = Entrez.esearch(
db="pubmed",
term='({}[Date - Publication] : {}[Date - Publication])'.format(
year, year),
usehistory='y')
record = Entrez.read(handle)
total_num = int(record['Count'])
webenv = record['WebEnv']
query_key = record["QueryKey"]
batch_size = 50
print(
'total num of crawling data: {}, finish crawled: {}, left crawled: {}'.
format(total_num, start_num, total_num - start_num))
if (total_num - start_num) != 0:
print('>>> crawling data in {} year'.format(year))
for start in range(start_num, total_num, batch_size):
time.sleep(1)
end = min(total_num, start + batch_size)
print('total records: {}, downloading records {} to {} '.format(
total_num, start + 1, end))
try:
fetch_handle = Entrez.efetch(db='pubmed',
retmode='xml',
retstart=start,
retmax=batch_size,
webenv=webenv,
query_key=query_key)
except urllib.error.HTTPError:
print(' HTTP Error 400: Bad Request')
time.sleep(60)
xml = fetch_handle.read()
parse_json = xmltojson.parse(xml)
data_dict = json.loads(parse_json)
save_json(data_dict, year, start + 1, end)
fetch_handle.close()
def x2j(c):
# print('Processing for XML to JSON')
try:
_json = xmltojson.parse(c)
_djson = json.loads(_json)
# pp = pprint.PrettyPrinter(indent=4)
# pp.pprint(_djson)
# items = _djson['response']['body']['items']['item']
# pp.pprint(items)
return _djson
except Exception as e:
# print(str(e))
pass
def test_children(self):
self.assertEqual(
parse('<a><b /><c /><b /></a>'), {
'tag':
'a',
'attrib': {},
'text':
None,
'children': [{
'tag': 'b',
'attrib': {},
'text': None,
'children': [],
}, {
'tag': 'c',
'attrib': {},
'text': None,
'children': [],
}, {
'tag': 'b',
'attrib': {},
'text': None,
'children': [],
}],
})
self.assertEqual(
unparse({
'tag':
'a',
'attrib': {},
'text':
None,
'children': [{
'tag': 'b',
'attrib': {},
'text': None,
'children': [],
}, {
'tag': 'c',
'attrib': {},
'text': None,
'children': [],
}, {
'tag': 'b',
'attrib': {},
'text': None,
'children': [],
}],
}), '<a><b /><c /><b /></a>')
def test_minimal(self):
self.assertEqual(parse('<a />'), {
'tag': 'a',
'attrib': {},
'text': None,
'children': [],
})
self.assertEqual(
unparse({
'tag': 'a',
'attrib': {},
'text': None,
'children': [],
}), '<a />')
def test_text(self):
self.assertEqual(parse('<a>Hello, <name>!</a>'), {
'tag': 'a',
'attrib': {},
'text': 'Hello, <name>!',
'children': [],
})
self.assertEqual(
unparse({
'tag': 'a',
'attrib': {},
'text': 'Hello, <name>!',
'children': [],
}), '<a>Hello, <name>!</a>')
def test_attrib(self):
self.assertEqual(parse('<a foo="1" />'), {
'tag': 'a',
'attrib': {
'foo': '1'
},
'text': None,
'children': [],
})
self.assertEqual(
unparse({
'tag': 'a',
'attrib': {
'foo': '1'
},
'text': None,
'children': [],
}), '<a foo="1" />')
def test_model(self):
input_json = parse('<Foo field1="23" field2="B">'
' Some content'
' <Bar>Hello!</Bar>'
' <Baz>Item1</Baz>'
' <Baz>Item2</Baz>'
' <Baz>Item3</Baz>'
' <Check/>'
' <BarNull1/>'
'</Foo>')
print(input_json)
foo = Foo(raw_value=input_json)
self.assertEqual(foo.field1, 23)
self.assertEqual(foo.field2, 'B')
self.assertEqual(foo.bar, 'Hello!')
self.assertEqual(foo.baz, ['Item1', 'Item2', 'Item3'])
self.assertEqual(foo.content, 'Some content')
self.assertEqual(foo.check, True)
self.assertEqual(foo.bar_null1, 0)
self.assertIsNone(foo.bar_null2)
#!/usr/bin/python3
from lxml import html, etree
import xmltojson
import json
import sys
if len(sys.argv) > 1:
file = sys.argv[1]
else:
file = sys.stdin.read()
xml_raw = html.fromstring(file)
xml = etree.tostring(xml_raw)
js = json.loads(xmltojson.parse(xml))
print(json.dumps(js))