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max_rank = rank
return matching_corpus_index"
274,"def process_corpus(self):
""""""Q.process_corpus() -- processes the queries defined by us,
by tokenizing, stemming, and removing stop words.
""""""
for doc in self.corpus_list:
doc = wt(doc)
sentence = []
for word in doc:
if word not in self.stop_words and word not in self.punctuation:
word = self.stemmer.stem(word)
sentence.append(word)
self.processed_corpus.append(sentence)"
275,"def process_query(self):
""""""Q.process_query() -- processes the user query,
by tokenizing and stemming words.
""""""
self.query = wt(self.query)
self.processed_query = []
for word in self.query:
if word not in self.stop_words and word not in self.punctuation:
self.processed_query.append(self.stemmer.stem(word))"
276,"def query(self, query):
""""""Q.query(query string) -> category string -- return the matched
category for any user query
""""""
self.query = query
self.process_query()
matching_corpus_index = self.match_query_to_corpus()
return self.category_list[matching_corpus_index].strip()"
277,"def load_manifest(raw_manifest, namespace=None, **kwargs):
"""""" wrapper method which generates the manifest from various sources """"""
if isinstance(raw_manifest, configparser.RawConfigParser):
return Manifest(raw_manifest)
manifest = create_configparser()
if not manifest.has_section('config'):
manifest.add_section('config')
_load_manifest_interpret_source(manifest,
raw_manifest,
**kwargs)
return Manifest(manifest, namespace=namespace)"
278,"def _load_manifest_interpret_source(manifest, source, username=None, password=None, verify_certificate=True, do_inherit=True):
"""""" Interpret the <source>, and load the results into <manifest> """"""
try:
if isinstance(source, string_types):
if source.startswith(""http""):
# if manifest is a url
_load_manifest_from_url(manifest, source,
verify_certificate=verify_certificate,
username=username, password=password)
else:
_load_manifest_from_file(manifest, source)
if not manifest.has_option('config', 'source'):
manifest.set('config', 'source', str(source))
else:
# assume source is a file pointer
manifest.readfp(source)
if manifest.has_option('config', 'extends') and do_inherit:
parent_manifest = configparser.RawConfigParser()
_load_manifest_interpret_source(parent_manifest,
manifest.get('config', 'extends'),
username=username,
password=password,
verify_certificate=verify_certificate)
for s in parent_manifest.sections():
for k, v in parent_manifest.items(s):
if not manifest.has_option(s, k):
manifest.set(s, k, v)
except configparser.Error:
logger.debug("""", exc_info=True)
error_message = sys.exc_info()[1]
raise ManifestException(""Unable to parse manifest!: {0}"".format(error_message))"
279,"def _load_manifest_from_url(manifest, url, verify_certificate=True, username=None, password=None):
"""""" load a url body into a manifest """"""
try:
if username and password:
manifest_file_handler = StringIO(lib.authenticated_get(username, password, url,
verify=verify_certificate).decode(""utf-8""))
else:
manifest_file_handler = StringIO(lib.cleaned_request(
'get', url, verify=verify_certificate
).text)
manifest.readfp(manifest_file_handler)
except requests.exceptions.RequestException:
logger.debug("""", exc_info=True)
error_message = sys.exc_info()[1]
raise ManifestException(""There was an error retrieving {0}!\n {1}"".format(url, str(error_message)))"
280,"def _load_manifest_from_file(manifest, path):
"""""" load manifest from file """"""
path = os.path.abspath(os.path.expanduser(path))
if not os.path.exists(path):
raise ManifestException(""Manifest does not exist at {0}!"".format(path))
manifest.read(path)
if not manifest.has_option('config', 'source'):
manifest.set('config', 'source', str(path))"