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boto
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cloudsearch
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document.py
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# Copyright (c) 2012 Mitch Garnaat http://garnaat.org/ # Copyright (c) 2012 Amazon.com, Inc. or its affiliates. # All Rights Reserved # # Permission is hereby granted, free of charge, to any person obtaining a # copy of this software and associated documentation files (the # "Software"), to deal in the Software without restriction, including # without limitation the rights to use, copy, modify, merge, publish, dis- # tribute, sublicense, and/or sell copies of the Software, and to permit # persons to whom the Software is furnished to do so, subject to the fol- # lowing conditions: # # The above copyright notice and this permission notice shall be included # in all copies or substantial portions of the Software. # # THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS # OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABIL- # ITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT # SHALL THE AUTHOR BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, # WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS # IN THE SOFTWARE. # import boto.exception from boto.compat import json import requests import boto class SearchServiceException(Exception): pass class CommitMismatchError(Exception): pass class EncodingError(Exception): """ Content sent for Cloud Search indexing was incorrectly encoded. This usually happens when a document is marked as unicode but non-unicode characters are present. """ pass class ContentTooLongError(Exception): """ Content sent for Cloud Search indexing was too long This will usually happen when documents queued for indexing add up to more than the limit allowed per upload batch (5MB) """ pass class DocumentServiceConnection(object): """ A CloudSearch document service. The DocumentServiceConection is used to add, remove and update documents in CloudSearch. Commands are uploaded to CloudSearch in SDF (Search Document Format). To generate an appropriate SDF, use :func:`add` to add or update documents, as well as :func:`delete` to remove documents. Once the set of documents is ready to be index, use :func:`commit` to send the commands to CloudSearch. If there are a lot of documents to index, it may be preferable to split the generation of SDF data and the actual uploading into CloudSearch. Retrieve the current SDF with :func:`get_sdf`. If this file is the uploaded into S3, it can be retrieved back afterwards for upload into CloudSearch using :func:`add_sdf_from_s3`. The SDF is not cleared after a :func:`commit`. If you wish to continue using the DocumentServiceConnection for another batch upload of commands, you will need to :func:`clear_sdf` first to stop the previous batch of commands from being uploaded again. """ def __init__(self, domain=None, endpoint=None): self.domain = domain self.endpoint = endpoint if not self.endpoint: self.endpoint = domain.doc_service_endpoint self.documents_batch = [] self._sdf = None def add(self, _id, version, fields, lang='en'): """ Add a document to be processed by the DocumentService The document will not actually be added until :func:`commit` is called :type _id: string :param _id: A unique ID used to refer to this document. :type version: int :param version: Version of the document being indexed. If a file is being reindexed, the version should be higher than the existing one in CloudSearch. :type fields: dict :param fields: A dictionary of key-value pairs to be uploaded . :type lang: string :param lang: The language code the data is in. Only 'en' is currently supported """ d = {'type': 'add', 'id': _id, 'version': version, 'lang': lang, 'fields': fields} self.documents_batch.append(d) def delete(self, _id, version): """ Schedule a document to be removed from the CloudSearch service The document will not actually be scheduled for removal until :func:`commit` is called :type _id: string :param _id: The unique ID of this document. :type version: int :param version: Version of the document to remove. The delete will only occur if this version number is higher than the version currently in the index. """ d = {'type': 'delete', 'id': _id, 'version': version} self.documents_batch.append(d) def get_sdf(self): """ Generate the working set of documents in Search Data Format (SDF) :rtype: string :returns: JSON-formatted string of the documents in SDF """ return self._sdf if self._sdf else json.dumps(self.documents_batch) def clear_sdf(self): """ Clear the working documents from this DocumentServiceConnection This should be used after :func:`commit` if the connection will be reused for another set of documents. """ self._sdf = None self.documents_batch = [] def add_sdf_from_s3(self, key_obj): """ Load an SDF from S3 Using this method will result in documents added through :func:`add` and :func:`delete` being ignored. :type key_obj: :class:`boto.s3.key.Key` :param key_obj: An S3 key which contains an SDF """ #@todo:: (lucas) would be nice if this could just take an s3://uri..." self._sdf = key_obj.get_contents_as_string() def commit(self): """ Actually send an SDF to CloudSearch for processing If an SDF file has been explicitly loaded it will be used. Otherwise, documents added through :func:`add` and :func:`delete` will be used. :rtype: :class:`CommitResponse` :returns: A summary of documents added and deleted """ sdf = self.get_sdf() if ': null' in sdf: boto.log.error('null value in sdf detected. This will probably raise ' '500 error.') index = sdf.index(': null') boto.log.error(sdf[index - 100:index + 100]) url = "http://%s/2011-02-01/documents/batch" % (self.endpoint) # Keep-alive is automatic in a post-1.0 requests world. session = requests.Session() adapter = requests.adapters.HTTPAdapter( pool_connections=20, pool_maxsize=50, max_retries=5 ) session.mount('http://', adapter) session.mount('https://', adapter) r = session.post(url, data=sdf, headers={'Content-Type': 'application/json'}) return CommitResponse(r, self, sdf) class CommitResponse(object): """Wrapper for response to Cloudsearch document batch commit. :type response: :class:`requests.models.Response` :param response: Response from Cloudsearch /documents/batch API :type doc_service: :class:`boto.cloudsearch.document.DocumentServiceConnection` :param doc_service: Object containing the documents posted and methods to retry :raises: :class:`boto.exception.BotoServerError` :raises: :class:`boto.cloudsearch.document.SearchServiceException` :raises: :class:`boto.cloudsearch.document.EncodingError` :raises: :class:`boto.cloudsearch.document.ContentTooLongError` """ def __init__(self, response, doc_service, sdf): self.response = response self.doc_service = doc_service self.sdf = sdf _body = response.content.decode('utf-8') try: self.content = json.loads(_body) except: boto.log.error('Error indexing documents.\nResponse Content:\n{0}\n\n' 'SDF:\n{1}'.format(_body, self.sdf)) raise boto.exception.BotoServerError(self.response.status_code, '', body=_body) self.status = self.content['status'] if self.status == 'error': self.errors = [e.get('message') for e in self.content.get('errors', [])] for e in self.errors: if "Illegal Unicode character" in e: raise EncodingError("Illegal Unicode character in document") elif e == "The Content-Length is too long": raise ContentTooLongError("Content was too long") if 'adds' not in self.content or 'deletes' not in self.content: raise SearchServiceException("Error indexing documents" " => %s" % self.content.get('message', '')) else: self.errors = [] self.adds = self.content['adds'] self.deletes = self.content['deletes'] self._check_num_ops('add', self.adds) self._check_num_ops('delete', self.deletes) def _check_num_ops(self, type_, response_num): """Raise exception if number of ops in response doesn't match commit :type type_: str :param type_: Type of commit operation: 'add' or 'delete' :type response_num: int :param response_num: Number of adds or deletes in the response. :raises: :class:`boto.cloudsearch.document.CommitMismatchError` """ commit_num = len([d for d in self.doc_service.documents_batch if d['type'] == type_]) if response_num != commit_num: raise CommitMismatchError( 'Incorrect number of {0}s returned. Commit: {1} Response: {2}'\ .format(type_, commit_num, response_num))