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Unified Diff: third_party/gsutil/third_party/boto/boto/cloudsearch2/search.py

Issue 1377933002: [catapult] - Copy Telemetry's gsutilz over to third_party. (Closed) Base URL: https://github.com/catapult-project/catapult.git@master
Patch Set: Rename to gsutil. Created 5 years, 3 months ago
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Index: third_party/gsutil/third_party/boto/boto/cloudsearch2/search.py
diff --git a/third_party/gsutil/third_party/boto/boto/cloudsearch2/search.py b/third_party/gsutil/third_party/boto/boto/cloudsearch2/search.py
new file mode 100644
index 0000000000000000000000000000000000000000..3db3a472e1bf9bf9c635296793062756f0457cac
--- /dev/null
+++ b/third_party/gsutil/third_party/boto/boto/cloudsearch2/search.py
@@ -0,0 +1,452 @@
+# Copyright (c) 2014 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.
+#
+from math import ceil
+from boto.compat import json, map, six
+import requests
+from boto.cloudsearchdomain.layer1 import CloudSearchDomainConnection
+
+SIMPLE = 'simple'
+STRUCTURED = 'structured'
+LUCENE = 'lucene'
+DISMAX = 'dismax'
+
+
+class SearchServiceException(Exception):
+ pass
+
+
+class SearchResults(object):
+ def __init__(self, **attrs):
+ self.rid = attrs['status']['rid']
+ self.time_ms = attrs['status']['time-ms']
+ self.hits = attrs['hits']['found']
+ self.docs = attrs['hits']['hit']
+ self.start = attrs['hits']['start']
+ self.query = attrs['query']
+ self.search_service = attrs['search_service']
+
+ self.facets = {}
+ if 'facets' in attrs:
+ for (facet, values) in attrs['facets'].items():
+ if 'buckets' in values:
+ self.facets[facet] = dict((k, v) for (k, v) in map(lambda x: (x['value'], x['count']), values.get('buckets', [])))
+
+ self.num_pages_needed = ceil(self.hits / self.query.real_size)
+
+ def __len__(self):
+ return len(self.docs)
+
+ def __iter__(self):
+ return iter(self.docs)
+
+ def next_page(self):
+ """Call Cloudsearch to get the next page of search results
+
+ :rtype: :class:`boto.cloudsearch2.search.SearchResults`
+ :return: the following page of search results
+ """
+ if self.query.page <= self.num_pages_needed:
+ self.query.start += self.query.real_size
+ self.query.page += 1
+ return self.search_service(self.query)
+ else:
+ raise StopIteration
+
+
+class Query(object):
+
+ RESULTS_PER_PAGE = 500
+
+ def __init__(self, q=None, parser=None, fq=None, expr=None,
+ return_fields=None, size=10, start=0, sort=None,
+ facet=None, highlight=None, partial=None, options=None):
+
+ self.q = q
+ self.parser = parser
+ self.fq = fq
+ self.expr = expr or {}
+ self.sort = sort or []
+ self.return_fields = return_fields or []
+ self.start = start
+ self.facet = facet or {}
+ self.highlight = highlight or {}
+ self.partial = partial
+ self.options = options
+ self.page = 0
+ self.update_size(size)
+
+ def update_size(self, new_size):
+ self.size = new_size
+ self.real_size = Query.RESULTS_PER_PAGE if (self.size >
+ Query.RESULTS_PER_PAGE or self.size == 0) else self.size
+
+ def to_params(self):
+ """Transform search parameters from instance properties to a dictionary
+
+ :rtype: dict
+ :return: search parameters
+ """
+ params = {'start': self.start, 'size': self.real_size}
+
+ if self.q:
+ params['q'] = self.q
+
+ if self.parser:
+ params['q.parser'] = self.parser
+
+ if self.fq:
+ params['fq'] = self.fq
+
+ if self.expr:
+ for k, v in six.iteritems(self.expr):
+ params['expr.%s' % k] = v
+
+ if self.facet:
+ for k, v in six.iteritems(self.facet):
+ if not isinstance(v, six.string_types):
+ v = json.dumps(v)
+ params['facet.%s' % k] = v
+
+ if self.highlight:
+ for k, v in six.iteritems(self.highlight):
+ params['highlight.%s' % k] = v
+
+ if self.options:
+ params['q.options'] = self.options
+
+ if self.return_fields:
+ params['return'] = ','.join(self.return_fields)
+
+ if self.partial is not None:
+ params['partial'] = self.partial
+
+ if self.sort:
+ params['sort'] = ','.join(self.sort)
+
+ return params
+
+ def to_domain_connection_params(self):
+ """
+ Transform search parameters from instance properties to a dictionary
+ that CloudSearchDomainConnection can accept
+
+ :rtype: dict
+ :return: search parameters
+ """
+ params = {'start': self.start, 'size': self.real_size}
+
+ if self.q:
+ params['q'] = self.q
+
+ if self.parser:
+ params['query_parser'] = self.parser
+
+ if self.fq:
+ params['filter_query'] = self.fq
+
+ if self.expr:
+ expr = {}
+ for k, v in six.iteritems(self.expr):
+ expr['expr.%s' % k] = v
+
+ params['expr'] = expr
+
+ if self.facet:
+ facet = {}
+ for k, v in six.iteritems(self.facet):
+ if not isinstance(v, six.string_types):
+ v = json.dumps(v)
+ facet['facet.%s' % k] = v
+
+ params['facet'] = facet
+
+ if self.highlight:
+ highlight = {}
+ for k, v in six.iteritems(self.highlight):
+ highlight['highlight.%s' % k] = v
+
+ params['highlight'] = highlight
+
+ if self.options:
+ params['query_options'] = self.options
+
+ if self.return_fields:
+ params['ret'] = ','.join(self.return_fields)
+
+ if self.partial is not None:
+ params['partial'] = self.partial
+
+ if self.sort:
+ params['sort'] = ','.join(self.sort)
+
+ return params
+
+
+class SearchConnection(object):
+
+ def __init__(self, domain=None, endpoint=None):
+ self.domain = domain
+ self.endpoint = endpoint
+ self.session = requests.Session()
+
+ # Endpoint needs to be set before initializing CloudSearchDomainConnection
+ if not endpoint:
+ self.endpoint = domain.search_service_endpoint
+
+ # Copy proxy settings from connection and check if request should be signed
+ self.sign_request = False
+ if self.domain and self.domain.layer1:
+ if self.domain.layer1.use_proxy:
+ self.session.proxies['http'] = self.domain.layer1.get_proxy_url_with_auth()
+
+ self.sign_request = getattr(self.domain.layer1, 'sign_request', False)
+
+ if self.sign_request:
+ layer1 = self.domain.layer1
+ self.domain_connection = CloudSearchDomainConnection(
+ host=self.endpoint,
+ aws_access_key_id=layer1.aws_access_key_id,
+ aws_secret_access_key=layer1.aws_secret_access_key,
+ region=layer1.region,
+ provider=layer1.provider
+ )
+
+ def build_query(self, q=None, parser=None, fq=None, rank=None, return_fields=None,
+ size=10, start=0, facet=None, highlight=None, sort=None,
+ partial=None, options=None):
+ return Query(q=q, parser=parser, fq=fq, expr=rank, return_fields=return_fields,
+ size=size, start=start, facet=facet, highlight=highlight,
+ sort=sort, partial=partial, options=options)
+
+ def search(self, q=None, parser=None, fq=None, rank=None, return_fields=None,
+ size=10, start=0, facet=None, highlight=None, sort=None, partial=None,
+ options=None):
+ """
+ Send a query to CloudSearch
+
+ Each search query should use at least the q or bq argument to specify
+ the search parameter. The other options are used to specify the
+ criteria of the search.
+
+ :type q: string
+ :param q: A string to search the default search fields for.
+
+ :type parser: string
+ :param parser: The parser to use. 'simple', 'structured', 'lucene', 'dismax'
+
+ :type fq: string
+ :param fq: The filter query to use.
+
+ :type sort: List of strings
+ :param sort: A list of fields or rank expressions used to order the
+ search results. Order is handled by adding 'desc' or 'asc' after the field name.
+ ``['year desc', 'author asc']``
+
+ :type return_fields: List of strings
+ :param return_fields: A list of fields which should be returned by the
+ search. If this field is not specified, only IDs will be returned.
+ ``['headline']``
+
+ :type size: int
+ :param size: Number of search results to specify
+
+ :type start: int
+ :param start: Offset of the first search result to return (can be used
+ for paging)
+
+ :type facet: dict
+ :param facet: Dictionary of fields for which facets should be returned
+ The facet value is string of JSON options
+ ``{'year': '{sort:"bucket", size:3}', 'genres': '{buckets:["Action","Adventure","Sci-Fi"]}'}``
+
+ :type highlight: dict
+ :param highlight: Dictionary of fields for which highlights should be returned
+ The facet value is string of JSON options
+ ``{'genres': '{format:'text',max_phrases:2,pre_tag:'<b>',post_tag:'</b>'}'}``
+
+ :type partial: bool
+ :param partial: Should partial results from a partioned service be returned if
+ one or more index partitions are unreachable.
+
+ :type options: str
+ :param options: Options for the query parser specified in *parser*.
+ Specified as a string in JSON format.
+ ``{fields: ['title^5', 'description']}``
+
+ :rtype: :class:`boto.cloudsearch2.search.SearchResults`
+ :return: Returns the results of this search
+
+ The following examples all assume we have indexed a set of documents
+ with fields: *author*, *date*, *headline*
+
+ A simple search will look for documents whose default text search
+ fields will contain the search word exactly:
+
+ >>> search(q='Tim') # Return documents with the word Tim in them (but not Timothy)
+
+ A simple search with more keywords will return documents whose default
+ text search fields contain the search strings together or separately.
+
+ >>> search(q='Tim apple') # Will match "tim" and "apple"
+
+ More complex searches require the boolean search operator.
+
+ Wildcard searches can be used to search for any words that start with
+ the search string.
+
+ >>> search(q="'Tim*'") # Return documents with words like Tim or Timothy)
+
+ Search terms can also be combined. Allowed operators are "and", "or",
+ "not", "field", "optional", "token", "phrase", or "filter"
+
+ >>> search(q="(and 'Tim' (field author 'John Smith'))", parser='structured')
+
+ Facets allow you to show classification information about the search
+ results. For example, you can retrieve the authors who have written
+ about Tim with a max of 3
+
+ >>> search(q='Tim', facet={'Author': '{sort:"bucket", size:3}'})
+ """
+
+ query = self.build_query(q=q, parser=parser, fq=fq, rank=rank,
+ return_fields=return_fields,
+ size=size, start=start, facet=facet,
+ highlight=highlight, sort=sort,
+ partial=partial, options=options)
+ return self(query)
+
+ def _search_with_auth(self, params):
+ return self.domain_connection.search(params.pop("q", ""), **params)
+
+ def _search_without_auth(self, params, api_version):
+ url = "http://%s/%s/search" % (self.endpoint, api_version)
+ resp = self.session.get(url, params=params)
+
+ return {'body': resp.content.decode('utf-8'), 'status_code': resp.status_code}
+
+ def __call__(self, query):
+ """Make a call to CloudSearch
+
+ :type query: :class:`boto.cloudsearch2.search.Query`
+ :param query: A group of search criteria
+
+ :rtype: :class:`boto.cloudsearch2.search.SearchResults`
+ :return: search results
+ """
+ api_version = '2013-01-01'
+ if self.domain and self.domain.layer1:
+ api_version = self.domain.layer1.APIVersion
+
+ if self.sign_request:
+ data = self._search_with_auth(query.to_domain_connection_params())
+ else:
+ r = self._search_without_auth(query.to_params(), api_version)
+
+ _body = r['body']
+ _status_code = r['status_code']
+
+ try:
+ data = json.loads(_body)
+ except ValueError:
+ if _status_code == 403:
+ msg = ''
+ import re
+ g = re.search('<html><body><h1>403 Forbidden</h1>([^<]+)<', _body)
+ try:
+ msg = ': %s' % (g.groups()[0].strip())
+ except AttributeError:
+ pass
+ raise SearchServiceException('Authentication error from Amazon%s' % msg)
+ raise SearchServiceException("Got non-json response from Amazon. %s" % _body, query)
+
+ if 'messages' in data and 'error' in data:
+ for m in data['messages']:
+ if m['severity'] == 'fatal':
+ raise SearchServiceException("Error processing search %s "
+ "=> %s" % (params, m['message']), query)
+ elif 'error' in data:
+ raise SearchServiceException("Unknown error processing search %s"
+ % json.dumps(data), query)
+
+ data['query'] = query
+ data['search_service'] = self
+
+ return SearchResults(**data)
+
+ def get_all_paged(self, query, per_page):
+ """Get a generator to iterate over all pages of search results
+
+ :type query: :class:`boto.cloudsearch2.search.Query`
+ :param query: A group of search criteria
+
+ :type per_page: int
+ :param per_page: Number of docs in each :class:`boto.cloudsearch2.search.SearchResults` object.
+
+ :rtype: generator
+ :return: Generator containing :class:`boto.cloudsearch2.search.SearchResults`
+ """
+ query.update_size(per_page)
+ page = 0
+ num_pages_needed = 0
+ while page <= num_pages_needed:
+ results = self(query)
+ num_pages_needed = results.num_pages_needed
+ yield results
+ query.start += query.real_size
+ page += 1
+
+ def get_all_hits(self, query):
+ """Get a generator to iterate over all search results
+
+ Transparently handles the results paging from Cloudsearch
+ search results so even if you have many thousands of results
+ you can iterate over all results in a reasonably efficient
+ manner.
+
+ :type query: :class:`boto.cloudsearch2.search.Query`
+ :param query: A group of search criteria
+
+ :rtype: generator
+ :return: All docs matching query
+ """
+ page = 0
+ num_pages_needed = 0
+ while page <= num_pages_needed:
+ results = self(query)
+ num_pages_needed = results.num_pages_needed
+ for doc in results:
+ yield doc
+ query.start += query.real_size
+ page += 1
+
+ def get_num_hits(self, query):
+ """Return the total number of hits for query
+
+ :type query: :class:`boto.cloudsearch2.search.Query`
+ :param query: a group of search criteria
+
+ :rtype: int
+ :return: Total number of hits for query
+ """
+ query.update_size(1)
+ return self(query).hits

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