# -*- coding: utf-8 -*- # This is a local copy of pysolr from https://github.com/toastdriven/pysolr, v3.1.0. 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, 1, 0) def get_version(): return "%s.%s.%s" % __version__[:3] DATETIME_REGEX = re.compile('^(?P\d{4})-(?P\d{2})-(?P\d{2})T(?P\d{2}):(?P\d{2}):(?P\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 """ # HACK (sam): for performance! we're importing from XML anyway #return ''.join(c for c in s if is_valid_xml_char_ordinal(ord(c))) return s 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) if not 'content-type' in [key.lower() for key in headers.keys()]: headers['Content-type'] = 'application/xml; charset=UTF-8' 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:///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('
', '') full_html = full_html.replace('
', '') 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 = '%s' % id elif q is not None: m = '%s' % 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 = '' % str(bool(expungeDeletes)).lower() else: msg = '' 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 = '' % maxSegments else: msg = '' 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='solrcofig.xml', schema='schema.xml'): """http://wiki.apache.org/solr/CoreAdmin#head-7ca1b98a9df8b8ca0dcfbfc49940ed5ac98c4a08""" params = { 'action': 'STATUS', '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 = { 'action': 'UNLOAD', 'core': core, } return self._get_url(self.url, params=params) def load(self, core): raise NotImplementedError('Solr 1.4 and below do not support this operation.') # Using two-tuples to preserve order. REPLACEMENTS = ( # Nuke nasty control characters. (b'\x00', b''), # Start of heading (b'\x01', b''), # Start of heading (b'\x02', b''), # Start of text (b'\x03', b''), # End of text (b'\x04', b''), # End of transmission (b'\x05', b''), # Enquiry (b'\x06', b''), # Acknowledge (b'\x07', b''), # Ring terminal bell (b'\x08', b''), # Backspace (b'\x0b', b''), # Vertical tab (b'\x0c', b''), # Form feed (b'\x0e', b''), # Shift out (b'\x0f', b''), # Shift in (b'\x10', b''), # Data link escape (b'\x11', b''), # Device control 1 (b'\x12', b''), # Device control 2 (b'\x13', b''), # Device control 3 (b'\x14', b''), # Device control 4 (b'\x15', b''), # Negative acknowledge (b'\x16', b''), # Synchronous idle (b'\x17', b''), # End of transmission block (b'\x18', b''), # Cancel (b'\x19', b''), # End of medium (b'\x1a', b''), # Substitute character (b'\x1b', b''), # Escape (b'\x1c', b''), # File separator (b'\x1d', b''), # Group separator (b'\x1e', b''), # Record separator (b'\x1f', b''), # Unit separator ) def sanitize(data): fixed_string = force_bytes(data) for bad, good in REPLACEMENTS: fixed_string = fixed_string.replace(bad, good) return force_unicode(fixed_string)