Mercurial > repos > shellac > guppy_basecaller

annotate env/lib/python3.7/site-packages/boto/cloudsearch2/document.py @ 2:6af9afd405e9 draft

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"planemo upload commit 0a63dd5f4d38a1f6944587f52a8cd79874177fc1"
author shellac
date Thu, 14 May 2020 14:56:58 -0400
parents 26e78fe6e8c4
children
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1 # Copyright (c) 2012 Mitch Garnaat http://garnaat.org/
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2 # Copyright (c) 2014 Amazon.com, Inc. or its affiliates. All Rights Reserved
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3 #
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4 # Permission is hereby granted, free of charge, to any person obtaining a
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5 # copy of this software and associated documentation files (the
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6 # "Software"), to deal in the Software without restriction, including
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7 # without limitation the rights to use, copy, modify, merge, publish, dis-
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8 # tribute, sublicense, and/or sell copies of the Software, and to permit
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9 # persons to whom the Software is furnished to do so, subject to the fol-
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10 # lowing conditions:
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11 #
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12 # The above copyright notice and this permission notice shall be included
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13 # in all copies or substantial portions of the Software.
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14 #
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15 # THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS
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16 # OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABIL-
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17 # ITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
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18 # SHALL THE AUTHOR BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
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19 # WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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20 # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS
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21 # IN THE SOFTWARE.
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22 #
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23
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24 import boto.exception
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25 from boto.compat import json
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26 import requests
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27 import boto
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28 from boto.cloudsearchdomain.layer1 import CloudSearchDomainConnection
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29
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30
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31 class SearchServiceException(Exception):
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32 pass
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33
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34
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35 class CommitMismatchError(Exception):
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36 # Let's do some extra work and let the user handle errors on his/her own.
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37
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38 errors = None
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39
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40
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41 class EncodingError(Exception):
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42 """
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43 Content sent for Cloud Search indexing was incorrectly encoded.
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44
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45 This usually happens when a document is marked as unicode but non-unicode
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46 characters are present.
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47 """
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48 pass
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49
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50
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51 class ContentTooLongError(Exception):
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52 """
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53 Content sent for Cloud Search indexing was too long
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54
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55 This will usually happen when documents queued for indexing add up to more
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56 than the limit allowed per upload batch (5MB)
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57
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58 """
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59 pass
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60
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61
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62 class DocumentServiceConnection(object):
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63 """
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64 A CloudSearch document service.
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65
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66 The DocumentServiceConection is used to add, remove and update documents in
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67 CloudSearch. Commands are uploaded to CloudSearch in SDF (Search Document
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68 Format).
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69
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70 To generate an appropriate SDF, use :func:`add` to add or update documents,
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71 as well as :func:`delete` to remove documents.
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72
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73 Once the set of documents is ready to be index, use :func:`commit` to send
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74 the commands to CloudSearch.
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75
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76 If there are a lot of documents to index, it may be preferable to split the
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77 generation of SDF data and the actual uploading into CloudSearch. Retrieve
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78 the current SDF with :func:`get_sdf`. If this file is the uploaded into S3,
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79 it can be retrieved back afterwards for upload into CloudSearch using
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80 :func:`add_sdf_from_s3`.
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81
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82 The SDF is not cleared after a :func:`commit`. If you wish to continue
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83 using the DocumentServiceConnection for another batch upload of commands,
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84 you will need to :func:`clear_sdf` first to stop the previous batch of
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85 commands from being uploaded again.
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86
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87 """
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88
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89 def __init__(self, domain=None, endpoint=None):
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90 self.domain = domain
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91 self.endpoint = endpoint
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92 if not self.endpoint:
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93 self.endpoint = domain.doc_service_endpoint
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94 self.documents_batch = []
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95 self._sdf = None
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96
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97 # Copy proxy settings from connection and check if request should be signed
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98 self.proxy = {}
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99 self.sign_request = False
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100 if self.domain and self.domain.layer1:
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101 if self.domain.layer1.use_proxy:
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102 self.proxy = {'http': self.domain.layer1.get_proxy_url_with_auth()}
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103
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104 self.sign_request = getattr(self.domain.layer1, 'sign_request', False)
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105
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106 if self.sign_request:
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107 # Create a domain connection to send signed requests
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108 layer1 = self.domain.layer1
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109 self.domain_connection = CloudSearchDomainConnection(
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110 host=self.endpoint,
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111 aws_access_key_id=layer1.aws_access_key_id,
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112 aws_secret_access_key=layer1.aws_secret_access_key,
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113 region=layer1.region,
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114 provider=layer1.provider
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115 )
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116
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117 def add(self, _id, fields):
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118 """
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119 Add a document to be processed by the DocumentService
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120
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121 The document will not actually be added until :func:`commit` is called
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122
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123 :type _id: string
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124 :param _id: A unique ID used to refer to this document.
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125
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126 :type fields: dict
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127 :param fields: A dictionary of key-value pairs to be uploaded .
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128 """
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129
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130 d = {'type': 'add', 'id': _id, 'fields': fields}
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131 self.documents_batch.append(d)
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132
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133 def delete(self, _id):
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134 """
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135 Schedule a document to be removed from the CloudSearch service
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136
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137 The document will not actually be scheduled for removal until
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138 :func:`commit` is called
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139
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140 :type _id: string
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141 :param _id: The unique ID of this document.
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142 """
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143
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144 d = {'type': 'delete', 'id': _id}
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145 self.documents_batch.append(d)
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146
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147 def get_sdf(self):
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148 """
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149 Generate the working set of documents in Search Data Format (SDF)
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150
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151 :rtype: string
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152 :returns: JSON-formatted string of the documents in SDF
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153 """
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154
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155 return self._sdf if self._sdf else json.dumps(self.documents_batch)
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156
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157 def clear_sdf(self):
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158 """
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159 Clear the working documents from this DocumentServiceConnection
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160
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161 This should be used after :func:`commit` if the connection will be
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162 reused for another set of documents.
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163 """
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164
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165 self._sdf = None
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166 self.documents_batch = []
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167
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168 def add_sdf_from_s3(self, key_obj):
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169 """
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170 Load an SDF from S3
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171
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172 Using this method will result in documents added through
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173 :func:`add` and :func:`delete` being ignored.
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174
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175 :type key_obj: :class:`boto.s3.key.Key`
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176 :param key_obj: An S3 key which contains an SDF
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177 """
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178 #@todo:: (lucas) would be nice if this could just take an s3://uri..."
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179
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180 self._sdf = key_obj.get_contents_as_string()
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181
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182 def _commit_with_auth(self, sdf, api_version):
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183 return self.domain_connection.upload_documents(sdf, 'application/json')
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184
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185 def _commit_without_auth(self, sdf, api_version):
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186 url = "http://%s/%s/documents/batch" % (self.endpoint, api_version)
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187
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188 # Keep-alive is automatic in a post-1.0 requests world.
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189 session = requests.Session()
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190 session.proxies = self.proxy
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191 adapter = requests.adapters.HTTPAdapter(
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192 pool_connections=20,
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193 pool_maxsize=50,
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194 max_retries=5
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195 )
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196 session.mount('http://', adapter)
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197 session.mount('https://', adapter)
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198
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199 resp = session.post(url, data=sdf, headers={'Content-Type': 'application/json'})
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200 return resp
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201
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202 def commit(self):
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203 """
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204 Actually send an SDF to CloudSearch for processing
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205
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206 If an SDF file has been explicitly loaded it will be used. Otherwise,
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207 documents added through :func:`add` and :func:`delete` will be used.
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208
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209 :rtype: :class:`CommitResponse`
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210 :returns: A summary of documents added and deleted
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211 """
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212
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213 sdf = self.get_sdf()
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214
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215 if ': null' in sdf:
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216 boto.log.error('null value in sdf detected. This will probably '
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217 'raise 500 error.')
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218 index = sdf.index(': null')
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219 boto.log.error(sdf[index - 100:index + 100])
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220
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221 api_version = '2013-01-01'
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222 if self.domain and self.domain.layer1:
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223 api_version = self.domain.layer1.APIVersion
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224
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225 if self.sign_request:
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226 r = self._commit_with_auth(sdf, api_version)
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227 else:
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228 r = self._commit_without_auth(sdf, api_version)
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229
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230 return CommitResponse(r, self, sdf, signed_request=self.sign_request)
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231
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232
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233 class CommitResponse(object):
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234 """Wrapper for response to Cloudsearch document batch commit.
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235
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236 :type response: :class:`requests.models.Response`
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237 :param response: Response from Cloudsearch /documents/batch API
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238
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239 :type doc_service: :class:`boto.cloudsearch2.document.DocumentServiceConnection`
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240 :param doc_service: Object containing the documents posted and methods to
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241 retry
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242
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243 :raises: :class:`boto.exception.BotoServerError`
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244 :raises: :class:`boto.cloudsearch2.document.SearchServiceException`
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245 :raises: :class:`boto.cloudsearch2.document.EncodingError`
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246 :raises: :class:`boto.cloudsearch2.document.ContentTooLongError`
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247 """
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248 def __init__(self, response, doc_service, sdf, signed_request=False):
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249 self.response = response
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250 self.doc_service = doc_service
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251 self.sdf = sdf
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252 self.signed_request = signed_request
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253
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254 if self.signed_request:
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255 self.content = response
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256 else:
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257 _body = response.content.decode('utf-8')
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258
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259 try:
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260 self.content = json.loads(_body)
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261 except:
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262 boto.log.error('Error indexing documents.\nResponse Content:\n{0}'
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263 '\n\nSDF:\n{1}'.format(_body, self.sdf))
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264 raise boto.exception.BotoServerError(self.response.status_code, '',
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265 body=_body)
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266
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267 self.status = self.content['status']
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268 if self.status == 'error':
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269 self.errors = [e.get('message') for e in self.content.get('errors',
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270 [])]
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271 for e in self.errors:
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272 if "Illegal Unicode character" in e:
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273 raise EncodingError("Illegal Unicode character in document")
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274 elif e == "The Content-Length is too long":
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275 raise ContentTooLongError("Content was too long")
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276 else:
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277 self.errors = []
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278
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279 self.adds = self.content['adds']
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280 self.deletes = self.content['deletes']
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281 self._check_num_ops('add', self.adds)
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282 self._check_num_ops('delete', self.deletes)
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283
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284 def _check_num_ops(self, type_, response_num):
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285 """Raise exception if number of ops in response doesn't match commit
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286
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287 :type type_: str
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288 :param type_: Type of commit operation: 'add' or 'delete'
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289
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290 :type response_num: int
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291 :param response_num: Number of adds or deletes in the response.
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292
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293 :raises: :class:`boto.cloudsearch2.document.CommitMismatchError`
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294 """
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295 commit_num = len([d for d in self.doc_service.documents_batch
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296 if d['type'] == type_])
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297
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298 if response_num != commit_num:
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299 if self.signed_request:
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300 boto.log.debug(self.response)
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301 else:
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302 boto.log.debug(self.response.content)
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303 # There will always be a commit mismatch error if there is any
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304 # errors on cloudsearch. self.errors gets lost when this
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305 # CommitMismatchError is raised. Whoever is using boto has no idea
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306 # why their commit failed. They can't even notify the user of the
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307 # cause by parsing the error messages from amazon. So let's
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308 # attach the self.errors to the exceptions if we already spent
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309 # time and effort collecting them out of the response.
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310 exc = CommitMismatchError(
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311 'Incorrect number of {0}s returned. Commit: {1} Response: {2}'
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312 .format(type_, commit_num, response_num)
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313 )
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314 exc.errors = self.errors
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315 raise exc