elasticpy

"ElasticSearch for the rest of us"

Python wrapper for the elasticsearch indexing utility.

Author: Luke Campbell [email protected]

About

The goal of this module is to provide an intuitive interface between Python APIs and the ElasticSearch API. Connections are provided through the requests library so the connections are inherently thread safe and pooled.

Writing complex queries in JSON can be tedius and time consuming if you need to constantly reference the Query DSL guide, so we've wrapped most of the operations in classes with methods corresponding to the parameters of the operation. For example:

sorts = ElasticSort()
sorts.sort('name',order='asc')
sorts.sort('_score')
----
[{"name": {"order": "asc"}}, {"_score": {"order": "asc"}}]

Queries, Filters, Sorts, Maps and Facets are wrapped in convenience classes. Searching is done through the ElasticSearch class.

HOWTO

To begin using elasticpy start by importing.

import elasticpy as ep

To interface with the elasticsearch server use the ElasticSearch object.

search = ep.ElasticSearch() # Defaults to localhost:9200

To form a query use the ElasticQuery wrapper objects.

query = ep.ElasticQuery().term('users':'luke')

# and then pass it to the search object

search.search_advanced('twitter','feeds',query)

>   {u'_shards': {u'failed': 0, u'successful': 5, u'total': 5},
     u'hits': {u'hits': [{u'_id': u'1',
        u'_index': u'twitter',
        u'_score': 0.30685282,
        u'_source': {u'content': u'This is an example.', u'user': u'luke'},
        u'_type': u'feeds'}],
      u'max_score': 0.30685282,
      u'total': 1},
     u'timed_out': False,
     u'took': 3}

USAGE

• Queries - ElasticQuery

    query = ElasticQuery()
  

  • Term Searches

        query.term(name='luke')
    

  • Text Searches

        query.text('message', 'this is a test')
    

  • Text Phrases

        query.text_phrase('message', 'this is a test')
    

  • Fuzzy

        query.fuzzy('name','luke',boost=1.0)
    

  • Fuzzy Like This

        query.fuzzy_like_this('luke',fields='_all')
    

  • Match All

        query.match_all()
    

  • Wildcard

        query.wildcard('name','lu*')
    

• Filters - ElasticFilter

    filters = ElasticFilter()
  

  • And

        filters.and_filter(query)
    

  • Bool

        filters.bool_filter(must=query1, must_not=query2, should=query3)
    

  • Geo

    • Geo Distance

           filters.geo_distance('location',{'lat':30,'lon':30}, '20km')
      

    • Geo Bounding Box

           filters.geo_bounding_box('location', {'lat':60, 'lon':60}, {'lat':30, 'lon':30})
      

  • Match All

        filters.match_all()
    

  • Range

        filters.numeric_range('price',8.0, 9.9)
    

Copying

elasticpy - Python Wrapper for ElasticSearch

Copyright 2012 UC Regents

Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at

http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.