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pysolr.py
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pysolr.py
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# -*- coding: utf-8 -*-
from __future__ import print_function
from __future__ import unicode_literals
from __future__ import absolute_import
import datetime
import logging
import re
import requests
import time
import types
import ast
try:
# Prefer lxml, if installed.
from lxml import etree as ET
except ImportError:
try:
from xml.etree import cElementTree as ET
except ImportError:
raise ImportError("No suitable ElementTree implementation was found.")
try:
# Prefer simplejson, if installed.
import simplejson as json
except ImportError:
import json
try:
# Python 3.X
from urllib.parse import urlencode
except ImportError:
# Python 2.X
from urllib import urlencode
try:
# Python 3.X
import html.entities as htmlentities
except ImportError:
# Python 2.X
import htmlentitydefs as htmlentities
try:
# Python 2.X
unicode_char = unichr
except NameError:
# Python 3.X
unicode_char = chr
# Ugh.
long = int
__author__ = 'Daniel Lindsley, Joseph Kocherhans, Jacob Kaplan-Moss'
__all__ = ['Solr']
__version__ = (3, 2, 0)
def get_version():
return "%s.%s.%s" % __version__[:3]
DATETIME_REGEX = re.compile('^(?P<year>\d{4})-(?P<month>\d{2})-(?P<day>\d{2})T(?P<hour>\d{2}):(?P<minute>\d{2}):(?P<second>\d{2})(\.\d+)?Z$')
class NullHandler(logging.Handler):
def emit(self, record):
pass
# Add the ``NullHandler`` to avoid logging by default while still allowing
# others to attach their own handlers.
LOG = logging.getLogger('pysolr')
h = NullHandler()
LOG.addHandler(h)
# For debugging...
if False:
LOG.setLevel(logging.DEBUG)
stream = logging.StreamHandler()
LOG.addHandler(stream)
def is_py3():
try:
basestring
return False
except NameError:
return True
IS_PY3 = is_py3()
def force_unicode(value):
"""
Forces a bytestring to become a Unicode string.
"""
if IS_PY3:
# Python 3.X
if isinstance(value, bytes):
value = value.decode('utf-8', errors='replace')
elif not isinstance(value, str):
value = str(value)
else:
# Python 2.X
if isinstance(value, str):
value = value.decode('utf-8', 'replace')
elif not isinstance(value, basestring):
value = unicode(value)
return value
def force_bytes(value):
"""
Forces a Unicode string to become a bytestring.
"""
if IS_PY3:
if isinstance(value, str):
value = value.encode('utf-8', 'backslashreplace')
else:
if isinstance(value, unicode):
value = value.encode('utf-8')
return value
def unescape_html(text):
"""
Removes HTML or XML character references and entities from a text string.
@param text The HTML (or XML) source text.
@return The plain text, as a Unicode string, if necessary.
Source: http://effbot.org/zone/re-sub.htm#unescape-html
"""
def fixup(m):
text = m.group(0)
if text[:2] == "&#":
# character reference
try:
if text[:3] == "&#x":
return unicode_char(int(text[3:-1], 16))
else:
return unicode_char(int(text[2:-1]))
except ValueError:
pass
else:
# named entity
try:
text = unicode_char(htmlentities.name2codepoint[text[1:-1]])
except KeyError:
pass
return text # leave as is
return re.sub("&#?\w+;", fixup, text)
def safe_urlencode(params, doseq=0):
"""
UTF-8-safe version of safe_urlencode
The stdlib safe_urlencode prior to Python 3.x chokes on UTF-8 values
which can't fail down to ascii.
"""
if IS_PY3:
return urlencode(params, doseq)
if hasattr(params, "items"):
params = params.items()
new_params = list()
for k, v in params:
k = k.encode("utf-8")
if isinstance(v, (list, tuple)):
new_params.append((k, [force_bytes(i) for i in v]))
else:
new_params.append((k, force_bytes(v)))
return urlencode(new_params, doseq)
def is_valid_xml_char_ordinal(i):
"""
Defines whether char is valid to use in xml document
XML standard defines a valid char as::
Char ::= #x9 | #xA | #xD | [#x20-#xD7FF] | [#xE000-#xFFFD] | [#x10000-#x10FFFF]
"""
return ( # conditions ordered by presumed frequency
0x20 <= i <= 0xD7FF
or i in (0x9, 0xA, 0xD)
or 0xE000 <= i <= 0xFFFD
or 0x10000 <= i <= 0x10FFFF
)
def clean_xml_string(s):
"""
Cleans string from invalid xml chars
Solution was found there::
http://stackoverflow.com/questions/8733233/filtering-out-certain-bytes-in-python
"""
return ''.join(c for c in s if is_valid_xml_char_ordinal(ord(c)))
class SolrError(Exception):
pass
class Results(object):
def __init__(self, docs, hits, highlighting=None, facets=None,
spellcheck=None, stats=None, qtime=None, debug=None,
grouped=None):
self.docs = docs
self.hits = hits
self.highlighting = highlighting or {}
self.facets = facets or {}
self.spellcheck = spellcheck or {}
self.stats = stats or {}
self.qtime = qtime
self.debug = debug or {}
self.grouped = grouped or {}
def __len__(self):
return len(self.docs)
def __iter__(self):
return iter(self.docs)
class Solr(object):
"""
The main object for working with Solr.
Optionally accepts ``decoder`` for an alternate JSON decoder instance.
Default is ``json.JSONDecoder()``.
Optionally accepts ``timeout`` for wait seconds until giving up on a
request. Default is ``60`` seconds.
Usage::
solr = pysolr.Solr('http://localhost:8983/solr')
# With a 10 second timeout.
solr = pysolr.Solr('http://localhost:8983/solr', timeout=10)
"""
def __init__(self, url, decoder=None, timeout=60):
self.decoder = decoder or json.JSONDecoder()
self.url = url
self.timeout = timeout
self.log = self._get_log()
self.session = requests.Session()
self.session.stream = False
def _get_log(self):
return LOG
def _create_full_url(self, path=''):
if len(path):
return '/'.join([self.url.rstrip('/'), path.lstrip('/')])
# No path? No problem.
return self.url
def _send_request(self, method, path='', body=None, headers=None, files=None):
url = self._create_full_url(path)
method = method.lower()
log_body = body
if headers is None:
headers = {}
if log_body is None:
log_body = ''
elif not isinstance(log_body, str):
log_body = repr(body)
self.log.debug("Starting request to '%s' (%s) with body '%s'...",
url, method, log_body[:10])
start_time = time.time()
try:
requests_method = getattr(self.session, method, 'get')
except AttributeError as err:
raise SolrError("Unable to send HTTP method '{0}.".format(method))
try:
# Everything except the body can be Unicode. The body must be
# encoded to bytes to work properly on Py3.
bytes_body = body
if bytes_body is not None:
bytes_body = force_bytes(body)
resp = requests_method(url, data=bytes_body, headers=headers, files=files,
timeout=self.timeout)
except requests.exceptions.Timeout as err:
error_message = "Connection to server '%s' timed out: %s"
self.log.error(error_message, url, err, exc_info=True)
raise SolrError(error_message % (url, err))
except requests.exceptions.ConnectionError as err:
error_message = "Failed to connect to server at '%s', are you sure that URL is correct? Checking it in a browser might help: %s"
params = (url, err)
self.log.error(error_message, *params, exc_info=True)
raise SolrError(error_message % params)
end_time = time.time()
self.log.info("Finished '%s' (%s) with body '%s' in %0.3f seconds.",
url, method, log_body[:10], end_time - start_time)
if int(resp.status_code) != 200:
error_message = self._extract_error(resp)
self.log.error(error_message, extra={'data': {'headers': resp.headers,
'response': resp.content}})
raise SolrError(error_message)
return force_unicode(resp.content)
def _select(self, params):
# specify json encoding of results
params['wt'] = 'json'
params_encoded = safe_urlencode(params, True)
if len(params_encoded) < 1024:
# Typical case.
path = 'select/?%s' % params_encoded
return self._send_request('get', path)
else:
# Handles very long queries by submitting as a POST.
path = 'select/'
headers = {
'Content-type': 'application/x-www-form-urlencoded; charset=utf-8',
}
return self._send_request('post', path, body=params_encoded, headers=headers)
def _mlt(self, params):
# specify json encoding of results
params['wt'] = 'json'
path = 'mlt/?%s' % safe_urlencode(params, True)
return self._send_request('get', path)
def _suggest_terms(self, params):
# specify json encoding of results
params['wt'] = 'json'
path = 'terms/?%s' % safe_urlencode(params, True)
return self._send_request('get', path)
def _update(self, message, clean_ctrl_chars=True, commit=True, waitFlush=None, waitSearcher=None):
"""
Posts the given xml message to http://<self.url>/update and
returns the result.
Passing `sanitize` as False will prevent the message from being cleaned
of control characters (default True). This is done by default because
these characters would cause Solr to fail to parse the XML. Only pass
False if you're positive your data is clean.
"""
path = 'update/'
# Per http://wiki.apache.org/solr/UpdateXmlMessages, we can append a
# ``commit=true`` to the URL and have the commit happen without a
# second request.
query_vars = []
if commit is not None:
query_vars.append('commit=%s' % str(bool(commit)).lower())
if waitFlush is not None:
query_vars.append('waitFlush=%s' % str(bool(waitFlush)).lower())
if waitSearcher is not None:
query_vars.append('waitSearcher=%s' % str(bool(waitSearcher)).lower())
if query_vars:
path = '%s?%s' % (path, '&'.join(query_vars))
# Clean the message of ctrl characters.
if clean_ctrl_chars:
message = sanitize(message)
return self._send_request('post', path, message, {'Content-type': 'text/xml; charset=utf-8'})
def _extract_error(self, resp):
"""
Extract the actual error message from a solr response.
"""
reason = resp.headers.get('reason', None)
full_html = None
if reason is None:
reason, full_html = self._scrape_response(resp.headers, resp.content)
msg = "[Reason: %s]" % reason
if reason is None:
msg += "\n%s" % unescape_html(full_html)
return msg
def _scrape_response(self, headers, response):
"""
Scrape the html response.
"""
# identify the responding server
server_type = None
server_string = headers.get('server', '')
if server_string and 'jetty' in server_string.lower():
server_type = 'jetty'
if server_string and 'coyote' in server_string.lower():
import lxml.html
server_type = 'tomcat'
reason = None
full_html = ''
dom_tree = None
if server_type == 'tomcat':
# Tomcat doesn't produce a valid XML response
soup = lxml.html.fromstring(response)
body_node = soup.find('body')
p_nodes = body_node.cssselect('p')
for p_node in p_nodes:
children = p_node.getchildren()
if len(children) >= 2 and 'message' in children[0].text.lower():
reason = children[1].text
if len(children) >= 2 and hasattr(children[0], 'renderContents'):
if 'description' in children[0].renderContents().lower():
if reason is None:
reason = children[1].renderContents()
else:
reason += ", " + children[1].renderContents()
if reason is None:
from lxml.html.clean import clean_html
full_html = clean_html(response)
else:
# Let's assume others do produce a valid XML response
try:
dom_tree = ET.fromstring(response)
reason_node = None
# html page might be different for every server
if server_type == 'jetty':
reason_node = dom_tree.find('body/pre')
else:
reason_node = dom_tree.find('head/title')
if reason_node is not None:
reason = reason_node.text
if reason is None:
full_html = ET.tostring(dom_tree)
except SyntaxError as err:
full_html = "%s" % response
full_html = full_html.replace('\n', '')
full_html = full_html.replace('\r', '')
full_html = full_html.replace('<br/>', '')
full_html = full_html.replace('<br />', '')
full_html = full_html.strip()
return reason, full_html
# Conversion #############################################################
def _from_python(self, value):
"""
Converts python values to a form suitable for insertion into the xml
we send to solr.
"""
if hasattr(value, 'strftime'):
if hasattr(value, 'hour'):
value = "%sZ" % value.isoformat()
else:
value = "%sT00:00:00Z" % value.isoformat()
elif isinstance(value, bool):
if value:
value = 'true'
else:
value = 'false'
else:
if IS_PY3:
# Python 3.X
if isinstance(value, bytes):
value = str(value, errors='replace')
else:
# Python 2.X
if isinstance(value, str):
value = unicode(value, errors='replace')
value = "{0}".format(value)
return clean_xml_string(value)
def _to_python(self, value):
"""
Converts values from Solr to native Python values.
"""
if isinstance(value, (int, float, long, complex)):
return value
if isinstance(value, (list, tuple)):
value = value[0]
if value == 'true':
return True
elif value == 'false':
return False
is_string = False
if IS_PY3:
if isinstance(value, bytes):
value = force_unicode(value)
if isinstance(value, str):
is_string = True
else:
if isinstance(value, str):
value = force_unicode(value)
if isinstance(value, basestring):
is_string = True
if is_string == True:
possible_datetime = DATETIME_REGEX.search(value)
if possible_datetime:
date_values = possible_datetime.groupdict()
for dk, dv in date_values.items():
date_values[dk] = int(dv)
return datetime.datetime(date_values['year'], date_values['month'], date_values['day'], date_values['hour'], date_values['minute'], date_values['second'])
try:
# This is slightly gross but it's hard to tell otherwise what the
# string's original type might have been.
return ast.literal_eval(value)
except (ValueError, SyntaxError):
# If it fails, continue on.
pass
return value
def _is_null_value(self, value):
"""
Check if a given value is ``null``.
Criteria for this is based on values that shouldn't be included
in the Solr ``add`` request at all.
"""
if value is None:
return True
if IS_PY3:
# Python 3.X
if isinstance(value, str) and len(value) == 0:
return True
else:
# Python 2.X
if isinstance(value, basestring) and len(value) == 0:
return True
# TODO: This should probably be removed when solved in core Solr level?
return False
# API Methods ############################################################
def search(self, q, **kwargs):
"""
Performs a search and returns the results.
Requires a ``q`` for a string version of the query to run.
Optionally accepts ``**kwargs`` for additional options to be passed
through the Solr URL.
Usage::
# All docs.
results = solr.search('*:*')
# Search with highlighting.
results = solr.search('ponies', **{
'hl': 'true',
'hl.fragsize': 10,
})
"""
params = {'q': q}
params.update(kwargs)
response = self._select(params)
# TODO: make result retrieval lazy and allow custom result objects
result = self.decoder.decode(response)
result_kwargs = {}
if result.get('debug'):
result_kwargs['debug'] = result['debug']
if result.get('highlighting'):
result_kwargs['highlighting'] = result['highlighting']
if result.get('facet_counts'):
result_kwargs['facets'] = result['facet_counts']
if result.get('spellcheck'):
result_kwargs['spellcheck'] = result['spellcheck']
if result.get('stats'):
result_kwargs['stats'] = result['stats']
if 'QTime' in result.get('responseHeader', {}):
result_kwargs['qtime'] = result['responseHeader']['QTime']
if result.get('grouped'):
result_kwargs['grouped'] = result['grouped']
response = result.get('response') or {}
numFound = response.get('numFound', 0)
self.log.debug("Found '%s' search results.", numFound)
return Results(response.get('docs', ()), numFound, **result_kwargs)
def more_like_this(self, q, mltfl, **kwargs):
"""
Finds and returns results similar to the provided query.
Requires Solr 1.3+.
Usage::
similar = solr.more_like_this('id:doc_234', 'text')
"""
params = {
'q': q,
'mlt.fl': mltfl,
}
params.update(kwargs)
response = self._mlt(params)
result = self.decoder.decode(response)
if result['response'] is None:
result['response'] = {
'docs': [],
'numFound': 0,
}
self.log.debug("Found '%s' MLT results.", result['response']['numFound'])
return Results(result['response']['docs'], result['response']['numFound'])
def suggest_terms(self, fields, prefix, **kwargs):
"""
Accepts a list of field names and a prefix
Returns a dictionary keyed on field name containing a list of
``(term, count)`` pairs
Requires Solr 1.4+.
"""
params = {
'terms.fl': fields,
'terms.prefix': prefix,
}
params.update(kwargs)
response = self._suggest_terms(params)
result = self.decoder.decode(response)
terms = result.get("terms", {})
res = {}
# in Solr 1.x the value of terms is a flat list:
# ["field_name", ["dance",23,"dancers",10,"dancing",8,"dancer",6]]
#
# in Solr 3.x the value of terms is a dict:
# {"field_name": ["dance",23,"dancers",10,"dancing",8,"dancer",6]}
if isinstance(terms, (list, tuple)):
terms = dict(zip(terms[0::2], terms[1::2]))
for field, values in terms.items():
tmp = list()
while values:
tmp.append((values.pop(0), values.pop(0)))
res[field] = tmp
self.log.debug("Found '%d' Term suggestions results.", sum(len(j) for i, j in res.items()))
return res
def _build_doc(self, doc, boost=None):
doc_elem = ET.Element('doc')
for key, value in doc.items():
if key == 'boost':
doc_elem.set('boost', force_unicode(value))
continue
# To avoid multiple code-paths we'd like to treat all of our values as iterables:
if isinstance(value, (list, tuple)):
values = value
else:
values = (value, )
for bit in values:
if self._is_null_value(bit):
continue
attrs = {'name': key}
if boost and key in boost:
attrs['boost'] = force_unicode(boost[key])
field = ET.Element('field', **attrs)
field.text = self._from_python(bit)
doc_elem.append(field)
return doc_elem
def add(self, docs, commit=True, boost=None, commitWithin=None, waitFlush=None, waitSearcher=None):
"""
Adds or updates documents.
Requires ``docs``, which is a list of dictionaries. Each key is the
field name and each value is the value to index.
Optionally accepts ``commit``. Default is ``True``.
Optionally accepts ``boost``. Default is ``None``.
Optionally accepts ``commitWithin``. Default is ``None``.
Optionally accepts ``waitFlush``. Default is ``None``.
Optionally accepts ``waitSearcher``. Default is ``None``.
Usage::
solr.add([
{
"id": "doc_1",
"title": "A test document",
},
{
"id": "doc_2",
"title": "The Banana: Tasty or Dangerous?",
},
])
"""
start_time = time.time()
self.log.debug("Starting to build add request...")
message = ET.Element('add')
if commitWithin:
message.set('commitWithin', commitWithin)
for doc in docs:
message.append(self._build_doc(doc, boost=boost))
# This returns a bytestring. Ugh.
m = ET.tostring(message, encoding='utf-8')
# Convert back to Unicode please.
m = force_unicode(m)
end_time = time.time()
self.log.debug("Built add request of %s docs in %0.2f seconds.", len(message), end_time - start_time)
return self._update(m, commit=commit, waitFlush=waitFlush, waitSearcher=waitSearcher)
def delete(self, id=None, q=None, commit=True, waitFlush=None, waitSearcher=None):
"""
Deletes documents.
Requires *either* ``id`` or ``query``. ``id`` is if you know the
specific document id to remove. ``query`` is a Lucene-style query
indicating a collection of documents to delete.
Optionally accepts ``commit``. Default is ``True``.
Optionally accepts ``waitFlush``. Default is ``None``.
Optionally accepts ``waitSearcher``. Default is ``None``.
Usage::
solr.delete(id='doc_12')
solr.delete(q='*:*')
"""
if id is None and q is None:
raise ValueError('You must specify "id" or "q".')
elif id is not None and q is not None:
raise ValueError('You many only specify "id" OR "q", not both.')
elif id is not None:
m = '<delete><id>%s</id></delete>' % id
elif q is not None:
m = '<delete><query>%s</query></delete>' % q
return self._update(m, commit=commit, waitFlush=waitFlush, waitSearcher=waitSearcher)
def commit(self, waitFlush=None, waitSearcher=None, expungeDeletes=None):
"""
Forces Solr to write the index data to disk.
Optionally accepts ``expungeDeletes``. Default is ``None``.
Optionally accepts ``waitFlush``. Default is ``None``.
Optionally accepts ``waitSearcher``. Default is ``None``.
Usage::
solr.commit()
"""
if expungeDeletes is not None:
msg = '<commit expungeDeletes="%s" />' % str(bool(expungeDeletes)).lower()
else:
msg = '<commit />'
return self._update(msg, waitFlush=waitFlush, waitSearcher=waitSearcher)
def optimize(self, waitFlush=None, waitSearcher=None, maxSegments=None):
"""
Tells Solr to streamline the number of segments used, essentially a
defragmentation operation.
Optionally accepts ``maxSegments``. Default is ``None``.
Optionally accepts ``waitFlush``. Default is ``None``.
Optionally accepts ``waitSearcher``. Default is ``None``.
Usage::
solr.optimize()
"""
if maxSegments:
msg = '<optimize maxSegments="%d" />' % maxSegments
else:
msg = '<optimize />'
return self._update(msg, waitFlush=waitFlush, waitSearcher=waitSearcher)
def extract(self, file_obj, extractOnly=True, **kwargs):
"""
POSTs a file to the Solr ExtractingRequestHandler so rich content can
be processed using Apache Tika. See the Solr wiki for details:
http://wiki.apache.org/solr/ExtractingRequestHandler
The ExtractingRequestHandler has a very simply model: it extracts
contents and metadata from the uploaded file and inserts it directly
into the index. This is rarely useful as it allows no way to store
additional data or otherwise customize the record. Instead, by default
we'll use the extract-only mode to extract the data without indexing it
so the caller has the opportunity to process it as appropriate; call
with ``extractOnly=False`` if you want to insert with no additional
processing.
Returns None if metadata cannot be extracted; otherwise returns a
dictionary containing at least two keys:
:contents:
Extracted full-text content, if applicable
:metadata:
key:value pairs of text strings
"""
if not hasattr(file_obj, "name"):
raise ValueError("extract() requires file-like objects which have a defined name property")
params = {
"extractOnly": "true" if extractOnly else "false",
"lowernames": "true",
"wt": "json",
}
params.update(kwargs)
try:
# We'll provide the file using its true name as Tika may use that
# as a file type hint:
resp = self._send_request('post', 'update/extract',
body=params,
files={'file': (file_obj.name, file_obj)})
except (IOError, SolrError) as err:
self.log.error("Failed to extract document metadata: %s", err,
exc_info=True)
raise
try:
data = json.loads(resp)
except ValueError as err:
self.log.error("Failed to load JSON response: %s", err,
exc_info=True)
raise
data['contents'] = data.pop(file_obj.name, None)
data['metadata'] = metadata = {}
raw_metadata = data.pop("%s_metadata" % file_obj.name, None)
if raw_metadata:
# The raw format is somewhat annoying: it's a flat list of
# alternating keys and value lists
while raw_metadata:
metadata[raw_metadata.pop()] = raw_metadata.pop()
return data
class SolrCoreAdmin(object):
"""
Handles core admin operations: see http://wiki.apache.org/solr/CoreAdmin
Operations offered by Solr are:
1. STATUS
2. CREATE
3. RELOAD
4. RENAME
5. ALIAS
6. SWAP
7. UNLOAD
8. LOAD (not currently implemented)
"""
def __init__(self, url, *args, **kwargs):
super(SolrCoreAdmin, self).__init__(*args, **kwargs)
self.url = url
def _get_url(self, url, params={}, headers={}):
resp = requests.get(url, data=safe_urlencode(params), headers=headers)
return force_unicode(resp.content)
def status(self, core=None):
"""http://wiki.apache.org/solr/CoreAdmin#head-9be76f5a459882c5c093a7a1456e98bea7723953"""
params = {
'action': 'STATUS',
}
if core is not None:
params.update(core=core)
return self._get_url(self.url, params=params)
def create(self, name, instance_dir=None, config='solrconfig.xml', schema='schema.xml'):
"""http://wiki.apache.org/solr/CoreAdmin#head-7ca1b98a9df8b8ca0dcfbfc49940ed5ac98c4a08"""
params = {
'action': 'CREATE',
'name': name,
'config': config,
'schema': schema,
}
if instance_dir is None:
params.update(instanceDir=name)
else:
params.update(instanceDir=instance_dir)
return self._get_url(self.url, params=params)
def reload(self, core):
"""http://wiki.apache.org/solr/CoreAdmin#head-3f125034c6a64611779442539812067b8b430930"""
params = {
'action': 'RELOAD',
'core': core,
}
return self._get_url(self.url, params=params)
def rename(self, core, other):
"""http://wiki.apache.org/solr/CoreAdmin#head-9473bee1abed39e8583ba45ef993bebb468e3afe"""
params = {
'action': 'RENAME',
'core': core,
'other': other,
}
return self._get_url(self.url, params=params)
def swap(self, core, other):
"""http://wiki.apache.org/solr/CoreAdmin#head-928b872300f1b66748c85cebb12a59bb574e501b"""
params = {
'action': 'SWAP',
'core': core,
'other': other,
}
return self._get_url(self.url, params=params)
def unload(self, core):
"""http://wiki.apache.org/solr/CoreAdmin#head-f5055a885932e2c25096a8856de840b06764d143"""
params = {