Python Elasticsearch Client¶
Official low-level client for Elasticsearch. It’s goal is to provide common ground for all Elasticsearch-related code in Python; because of this it tries to be opinion-free and very extendable.
Example Usage¶
from elasticsearch import Elasticsearch
es = Elasticsearch()
doc = {
'author': 'kimchy',
'text': 'Elasticsearch: cool. bonsai cool.',
'timestamp': datetime(2010, 10, 10, 10, 10, 10)
}
res = es.index(index="test-index", doc_type='tweet', id=1, body=doc)
print(res['ok'])
res = es.get(index="test-index", doc_type='tweet', id=1)
print(res['_source'])
es.indices.refresh(index="test-index")
res = es.search(index="test-index", body={"query": {"match_all": {}}})
print("Got %d Hits:" % res['hits']['total'])
for hit in res['hits']['hits']:
print("%(timestamp)s %(author)s: %(text)s" % hit["_source"])
Features¶
This client was designed as very thin wrapper around Elasticseach’s REST API to allow for maximum flexibility. This means that there are no opinions in this client; it also means that some of the APIs are a little cumbersome to use from Python. We have created some Helpers to help with this issue.
Persistent Connections¶
elasticsearch-py uses persistent connections inside of individual connection pools (one per each configured or sniffed node). Out of the box you can choose to use http, thrift or an experimental memcached protocol to communicate with the elasticsearch nodes. See Transport classes for more information.
The transport layer will create an instance of the selected connection class per node and keep track of the health of individual nodes - if a node becomes unresponsive (throwing exceptions while connecting to it) it’s put on a timeout by the ConnectionPool class and only returned to the circulation after the timeout is over (or when no live nodes are left). By default node are randomized before passed into the pool and round-robin strategy is used for load balancing.
You can customize this behavior by passing parameters to the Connection Layer API (all keyword arguments to the Elasticsearch class will be passed through). If what you want to accomplish is not supported you should be able to create a subclass of the relevant component and pass it in as a parameter to be used instead of the default implementation.
Sniffing¶
The client can be configured to inspect the cluster state to get a list of nodes upon startup, periodically and/or on failure. See Transport parameters for details.
Some example configurations:
from elasticsearch import Elasticsearch
# by default we don't sniff, ever
es = Elasticsearch()
# you can specify to sniff on startup to inspect the cluster and load
# balance across all nodes
es = Elasticsearch(["seed1", "seed2"], sniff_on_start=True)
# you can also sniff periodically and/or after failure:
es = Elasticsearch(["seed1", "seed2"], sniff_on_start=True, sniff_on_connection_fail=True, sniffer_timeout=60)
Logging¶
elasticsearch-py uses the standard logging library from python to define two loggers: elasticsearch and elasticsearch.trace. elasticsearch is used by the client to log standard activity, depending on the log level. elasticsearch.trace can be used to log requests to the server in the form of curl commands using pretty-printed json that can then be executed from command line. The trace logger doesn’t inherit from the base one - it needs to be activated separately.
Contents¶
API Documentation¶
Note
All the API calls map the raw REST api as closely as possible, including the distinction between required and optional arguments to the calls. This means that the code makes distinction between positional and keyword arguments; we, however, recommend that people use keyword arguments for all calls for consistency and safety.
Note
for compatibility with the Python ecosystem we use from_ instead of from and doc_type instead of type as parameter names.
Elasticsearch¶
- class elasticsearch.Elasticsearch(hosts=None, transport_class=<class 'elasticsearch.transport.Transport'>, **kwargs)¶
Elasticsearch low-level client. Provides a straightforward mapping from Python to ES REST endpoints.
The instance has attributes cat, cluster, indices, nodes and snapshot that provide access to instances of CatClient, ClusterClient, IndicesClient, NodesClient and SnapshotClient respectively. This is the preferred (and only supported) way to get access to those classes and their methods.
Some examples:
# create connection to localhost using the ThriftConnection and it's # default port (9500) es = Elasticsearch(connection_class=ThriftConnection) # create connection that will automatically inspect the cluster to get # the list of active nodes. Start with nodes 'esnode1' and 'esnode2' es = Elasticsearch( ['esnode1', 'esnode2'], # sniff before doing anything sniff_on_start=True, # refresh nodes after a node fails to respond sniff_on_connection_fail=True, # and also every 60 seconds sniffer_timeout=60 ) # connect to localhost directly and another node using SSL on port 443 # and an url_prefix es = Elasticsearch([ {'host': 'localhost'}, {'host': 'othernode', 'port': 443, 'url_prefix': 'es', 'use_ssl': True}, ])
Parameters: - hosts – list of nodes we should connect to. Node should be a dictionary ({“host”: “localhost”, “port”: 9200}), the entire dictionary will be passed to the Connection class as kwargs, or a string in the format of host[:port] which will be translated to a dictionary automatically. If no value is given the Connection class defaults will be used.
- transport_class – Transport subclass to use.
- kwargs – any additional arguments will be passed on to the Transport class and, subsequently, to the Connection instances.
- bulk(*args, **kwargs)¶
Perform many index/delete operations in a single API call. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/docs-bulk.html
See the bulk() helper function for a more friendly API.
Parameters: - body – The operation definition and data (action-data pairs), as either a newline separated string, or a sequence of dicts to serialize (one per row).
- index – Default index for items which don’t provide one
- doc_type – Default document type for items which don’t provide one
- consistency – Explicit write consistency setting for the operation
- refresh – Refresh the index after performing the operation
- routing – Specific routing value
- replication – Explicitly set the replication type (default: sync)
- timeout – Explicit operation timeout
- clear_scroll(*args, **kwargs)¶
Clear the scroll request created by specifying the scroll parameter to search. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/search-request-scroll.html
Parameters: scroll_id – The scroll ID or a list of scroll IDs
- count(*args, **kwargs)¶
Execute a query and get the number of matches for that query. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/search-count.html
Parameters: - index – A comma-separated list of indices to restrict the results
- doc_type – A comma-separated list of types to restrict the results
- body – A query to restrict the results (optional)
- ignore_indices – When performed on multiple indices, allows to ignore missing ones (default: none)
- min_score – Include only documents with a specific _score value in the result
- preference – Specify the node or shard the operation should be performed on (default: random)
- q – Query in the Lucene query string syntax
- routing – Specific routing value
- source – The URL-encoded query definition (instead of using the request body)
- count_percolate(*args, **kwargs)¶
The percolator allows to register queries against an index, and then send percolate requests which include a doc, and getting back the queries that match on that doc out of the set of registered queries. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/search-percolate.html
Parameters: - index – The index of the document being count percolated.
- doc_type – The type of the document being count percolated.
- id – Substitute the document in the request body with a document that is known by the specified id. On top of the id, the index and type parameter will be used to retrieve the document from within the cluster.
- body – The count percolator request definition using the percolate DSL
- allow_no_indices – Whether to ignore if a wildcard indices expression resolves into no concrete indices. (This includes _all string or when no indices have been specified)
- expand_wildcards – Whether to expand wildcard expression to concrete indices that are open, closed or both., default ‘open’
- ignore_unavailable – Whether specified concrete indices should be ignored when unavailable (missing or closed)
- percolate_index – The index to count percolate the document into. Defaults to index.
- percolate_type – The type to count percolate document into. Defaults to type.
- preference – Specify the node or shard the operation should be performed on (default: random)
- routing – A comma-separated list of specific routing values
- version – Explicit version number for concurrency control
- version_type – Specific version type
- create(*args, **kwargs)¶
Adds a typed JSON document in a specific index, making it searchable. Behind the scenes this method calls index(..., op_type=’create’) http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/docs-index_.html
Parameters: - index – The name of the index
- doc_type – The type of the document
- id – Document ID
- body – The document
- consistency – Explicit write consistency setting for the operation
- id – Specific document ID (when the POST method is used)
- parent – ID of the parent document
- percolate – Percolator queries to execute while indexing the document
- refresh – Refresh the index after performing the operation
- replication – Specific replication type (default: sync)
- routing – Specific routing value
- timeout – Explicit operation timeout
- timestamp – Explicit timestamp for the document
- ttl – Expiration time for the document
- version – Explicit version number for concurrency control
- version_type – Specific version type
- delete(*args, **kwargs)¶
Delete a typed JSON document from a specific index based on its id. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/docs-delete.html
Parameters: - index – The name of the index
- doc_type – The type of the document
- id – The document ID
- consistency – Specific write consistency setting for the operation
- parent – ID of parent document
- refresh – Refresh the index after performing the operation
- replication – Specific replication type (default: sync)
- routing – Specific routing value
- timeout – Explicit operation timeout
- version – Explicit version number for concurrency control
- version_type – Specific version type
- delete_by_query(*args, **kwargs)¶
Delete documents from one or more indices and one or more types based on a query. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/docs-delete-by-query.html
Parameters: - index – A comma-separated list of indices to restrict the operation
- doc_type – A comma-separated list of types to restrict the operation
- body – A query to restrict the operation
- consistency – Specific write consistency setting for the operation
- ignore_indices – When performed on multiple indices, allows to ignore missing ones (default: none)
- replication – Specific replication type (default: sync)
- routing – Specific routing value
- source – The URL-encoded query definition (instead of using the request body)
- q – Query in the Lucene query string syntax
- timeout – Explicit operation timeout
- exists(*args, **kwargs)¶
Returns a boolean indicating whether or not given document exists in Elasticsearch. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/docs-get.html
Parameters: - index – The name of the index
- id – The document ID
- doc_type – The type of the document (uses _all by default to fetch the first document matching the ID across all types)
- parent – The ID of the parent document
- preference – Specify the node or shard the operation should be performed on (default: random)
- realtime – Specify whether to perform the operation in realtime or search mode
- refresh – Refresh the shard containing the document before performing the operation
- routing – Specific routing value
- explain(*args, **kwargs)¶
The explain api computes a score explanation for a query and a specific document. This can give useful feedback whether a document matches or didn’t match a specific query. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/search-explain.html
Parameters: - index – The name of the index
- doc_type – The type of the document
- id – The document ID
- body – The query definition using the Query DSL
- _source – True or false to return the _source field or not, or a list of fields to return
- _source_exclude – A list of fields to exclude from the returned _source field
- _source_include – A list of fields to extract and return from the _source field
- analyze_wildcard – Specify whether wildcards and prefix queries in the query string query should be analyzed (default: false)
- analyzer – The analyzer for the query string query
- default_operator – The default operator for query string query (AND or OR), (default: OR)
- df – The default field for query string query (default: _all)
- fields – A comma-separated list of fields to return in the response
- lenient – Specify whether format-based query failures (such as providing text to a numeric field) should be ignored
- lowercase_expanded_terms – Specify whether query terms should be lowercased
- parent – The ID of the parent document
- preference – Specify the node or shard the operation should be performed on (default: random)
- q – Query in the Lucene query string syntax
- routing – Specific routing value
- source – The URL-encoded query definition (instead of using the request body)
- get(*args, **kwargs)¶
Get a typed JSON document from the index based on its id. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/docs-get.html
Parameters: - index – The name of the index
- id – The document ID
- doc_type – The type of the document (uses _all by default to fetch the first document matching the ID across all types)
- _source – True or false to return the _source field or not, or a list of fields to return
- _source_exclude – A list of fields to exclude from the returned _source field
- _source_include – A list of fields to extract and return from the _source field
- fields – A comma-separated list of fields to return in the response
- parent – The ID of the parent document
- preference – Specify the node or shard the operation should be performed on (default: random)
- realtime – Specify whether to perform the operation in realtime or search mode
- refresh – Refresh the shard containing the document before performing the operation
- routing – Specific routing value
- version – Explicit version number for concurrency control
- version_type – Explicit version number for concurrency control
- get_source(*args, **kwargs)¶
Get the source of a document by it’s index, type and id. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/docs-get.html
Parameters: - index – The name of the index
- doc_type – The type of the document (uses _all by default to fetch the first document matching the ID across all types)
- id – The document ID
- _source – True or false to return the _source field or not, or a list of fields to return
- _source_exclude – A list of fields to exclude from the returned _source field
- _source_include – A list of fields to extract and return from the _source field
- parent – The ID of the parent document
- preference – Specify the node or shard the operation should be performed on (default: random)
- realtime – Specify whether to perform the operation in realtime or search mode
- refresh – Refresh the shard containing the document before performing the operation
- routing – Specific routing value
- version – Explicit version number for concurrency control
- version_type – Explicit version number for concurrency control
- index(*args, **kwargs)¶
Adds or updates a typed JSON document in a specific index, making it searchable. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/docs-index_.html
Parameters: - index – The name of the index
- doc_type – The type of the document
- body – The document
- id – Document ID
- consistency – Explicit write consistency setting for the operation
- op_type – Explicit operation type (default: index)
- parent – ID of the parent document
- refresh – Refresh the index after performing the operation
- replication – Specific replication type (default: sync)
- routing – Specific routing value
- timeout – Explicit operation timeout
- timestamp – Explicit timestamp for the document
- ttl – Expiration time for the document
- version – Explicit version number for concurrency control
- version_type – Specific version type
- info(*args, **kwargs)¶
Get the basic info from the current cluster.
- mget(*args, **kwargs)¶
Get multiple documents based on an index, type (optional) and ids. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/docs-multi-get.html
Parameters: - body – Document identifiers; can be either docs (containing full document information) or ids (when index and type is provided in the URL.
- index – The name of the index
- doc_type – The type of the document
- _source – True or false to return the _source field or not, or a list of fields to return
- _source_exclude – A list of fields to exclude from the returned _source field
- _source_include – A list of fields to extract and return from the _source field
- fields – A comma-separated list of fields to return in the response
- parent – The ID of the parent document
- preference – Specify the node or shard the operation should be performed on (default: random)
- realtime – Specify whether to perform the operation in realtime or search mode
- refresh – Refresh the shard containing the document before performing the operation
- routing – Specific routing value
- mlt(*args, **kwargs)¶
Get documents that are “like” a specified document. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/search-more-like-this.html
Parameters: - index – The name of the index
- doc_type – The type of the document (use _all to fetch the first document matching the ID across all types)
- id – The document ID
- body – A specific search request definition
- boost_terms – The boost factor
- max_doc_freq – The word occurrence frequency as count: words with higher occurrence in the corpus will be ignored
- max_query_terms – The maximum query terms to be included in the generated query
- max_word_length – The minimum length of the word: longer words will be ignored
- min_doc_freq – The word occurrence frequency as count: words with lower occurrence in the corpus will be ignored
- min_term_freq – The term frequency as percent: terms with lower occurence in the source document will be ignored
- min_word_length – The minimum length of the word: shorter words will be ignored
- mlt_fields – Specific fields to perform the query against
- percent_terms_to_match – How many terms have to match in order to consider the document a match (default: 0.3)
- routing – Specific routing value
- search_from – The offset from which to return results
- search_indices – A comma-separated list of indices to perform the query against (default: the index containing the document)
- search_query_hint – The search query hint
- search_scroll – A scroll search request definition
- search_size – The number of documents to return (default: 10)
- search_source – A specific search request definition (instead of using the request body)
- search_type – Specific search type (eg. dfs_then_fetch, count, etc)
- search_types – A comma-separated list of types to perform the query against (default: the same type as the document)
- stop_words – A list of stop words to be ignored
- mpercolate(*args, **kwargs)¶
The percolator allows to register queries against an index, and then send percolate requests which include a doc, and getting back the queries that match on that doc out of the set of registered queries. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/search-percolate.html
Parameters: - index – The index of the document being count percolated to use as default
- doc_type – The type of the document being percolated to use as default.
- body – The percolate request definitions (header & body pair), separated by newlines
- allow_no_indices – Whether to ignore if a wildcard indices expression resolves into no concrete indices. (This includes _all string or when no indices have been specified)
- expand_wildcards – Whether to expand wildcard expression to concrete indices that are open, closed or both., default ‘open’
- ignore_unavailable – Whether specified concrete indices should be ignored when unavailable (missing or closed)
- msearch(*args, **kwargs)¶
Execute several search requests within the same API. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/search-multi-search.html
Parameters: - body – The request definitions (metadata-search request definition pairs), as either a newline separated string, or a sequence of dicts to serialize (one per row).
- index – A comma-separated list of index names to use as default
- doc_type – A comma-separated list of document types to use as default
- search_type – Search operation type
- mtermvectors(*args, **kwargs)¶
Multi termvectors API allows to get multiple termvectors based on an index, type and id. http://www.elasticsearch.org/guide/en/elasticsearch/reference/master/docs-multi-termvectors.html
Parameters: - index – The index in which the document resides.
- doc_type – The type of the document.
- body – Define ids, parameters or a list of parameters per document here. You must at least provide a list of document ids. See documentation.
- field_statistics – Specifies if document count, sum of document frequencies and sum of total term frequencies should be returned. Applies to all returned documents unless otherwise specified in body “params” or “docs”., default True
- fields – A comma-separated list of fields to return. Applies to all returned documents unless otherwise specified in body “params” or “docs”.
- ids – A comma-separated list of documents ids. You must define ids as parameter or set “ids” or “docs” in the request body
- offsets – Specifies if term offsets should be returned. Applies to all returned documents unless otherwise specified in body “params” or “docs”., default True
- parent – Parent id of documents. Applies to all returned documents unless otherwise specified in body “params” or “docs”.
- payloads – Specifies if term payloads should be returned. Applies to all returned documents unless otherwise specified in body “params” or “docs”., default True
- positions – Specifies if term positions should be returned. Applies to all returned documents unless otherwise specified in body “params” or “docs”., default True
- preference – Specify the node or shard the operation should be performed on (default: random) .Applies to all returned documents unless otherwise specified in body “params” or “docs”.
- routing – Specific routing value. Applies to all returned documents unless otherwise specified in body “params” or “docs”.
- term_statistics – Specifies if total term frequency and document frequency should be returned. Applies to all returned documents unless otherwise specified in body “params” or “docs”., default False
- percolate(*args, **kwargs)¶
The percolator allows to register queries against an index, and then send percolate requests which include a doc, and getting back the queries that match on that doc out of the set of registered queries. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/search-percolate.html
Parameters: - index – The index of the document being percolated.
- doc_type – The type of the document being percolated.
- id – Substitute the document in the request body with a document that is known by the specified id. On top of the id, the index and type parameter will be used to retrieve the document from within the cluster.
- body – The percolator request definition using the percolate DSL
- allow_no_indices – Whether to ignore if a wildcard indices expression resolves into no concrete indices. (This includes _all string or when no indices have been specified)
- expand_wildcards – Whether to expand wildcard expression to concrete indices that are open, closed or both., default ‘open’
- ignore_unavailable – Whether specified concrete indices should be ignored when unavailable (missing or closed)
- percolate_index – The index to percolate the document into. Defaults to index.
- percolate_type – The type to percolate document into. Defaults to type.
- preference – Specify the node or shard the operation should be performed on (default: random)
- routing – A comma-separated list of specific routing values
- version – Explicit version number for concurrency control
- version_type – Specific version type
- ping(*args, **kwargs)¶
Returns True if the cluster is up, False otherwise.
- scroll(*args, **kwargs)¶
Scroll a search request created by specifying the scroll parameter. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/search-request-scroll.html
Parameters: - scroll_id – The scroll ID
- scroll – Specify how long a consistent view of the index should be maintained for scrolled search
- search(*args, **kwargs)¶
Execute a search query and get back search hits that match the query. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/search-search.html
Parameters: - index – A comma-separated list of index names to search; use _all or empty string to perform the operation on all indices
- doc_type – A comma-separated list of document types to search; leave empty to perform the operation on all types
- body – The search definition using the Query DSL
- _source – True or false to return the _source field or not, or a list of fields to return
- _source_exclude – A list of fields to exclude from the returned _source field
- _source_include – A list of fields to extract and return from the _source field
- analyze_wildcard – Specify whether wildcard and prefix queries should be analyzed (default: false)
- analyzer – The analyzer to use for the query string
- default_operator – The default operator for query string query (AND or OR) (default: OR)
- df – The field to use as default where no field prefix is given in the query string
- explain – Specify whether to return detailed information about score computation as part of a hit
- fields – A comma-separated list of fields to return as part of a hit
- ignore_indices – When performed on multiple indices, allows to ignore missing ones (default: none)
- indices_boost – Comma-separated list of index boosts
- lenient – Specify whether format-based query failures (such as providing text to a numeric field) should be ignored
- lowercase_expanded_terms – Specify whether query terms should be lowercased
- from – Starting offset (default: 0)
- preference – Specify the node or shard the operation should be performed on (default: random)
- q – Query in the Lucene query string syntax
- routing – A comma-separated list of specific routing values
- scroll – Specify how long a consistent view of the index should be maintained for scrolled search
- search_type – Search operation type
- size – Number of hits to return (default: 10)
- sort – A comma-separated list of <field>:<direction> pairs
- source – The URL-encoded request definition using the Query DSL (instead of using request body)
- stats – Specific ‘tag’ of the request for logging and statistical purposes
- suggest_field – Specify which field to use for suggestions
- suggest_mode – Specify suggest mode (default: missing)
- suggest_size – How many suggestions to return in response
- suggest_text – The source text for which the suggestions should be returned
- timeout – Explicit operation timeout
- version – Specify whether to return document version as part of a hit
- suggest(*args, **kwargs)¶
The suggest feature suggests similar looking terms based on a provided text by using a suggester. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/search-search.html
Parameters: - index – A comma-separated list of index names to restrict the operation; use _all or empty string to perform the operation on all indices
- body – The request definition
- ignore_indices – When performed on multiple indices, allows to ignore missing ones (default: none)
- preference – Specify the node or shard the operation should be performed on (default: random)
- routing – Specific routing value
- source – The URL-encoded request definition (instead of using request body)
- termvector(*args, **kwargs)¶
Added in 1. http://www.elasticsearch.org/guide/en/elasticsearch/reference/master/search-termvectors.html
Parameters: - index – The index in which the document resides.
- doc_type – The type of the document.
- id – The id of the document.
- body – Define parameters. See documentation.
- field_statistics – Specifies if document count, sum of document frequencies and sum of total term frequencies should be returned., default True
- fields – A comma-separated list of fields to return.
- offsets – Specifies if term offsets should be returned., default True
- parent – Parent id of documents.
- payloads – Specifies if term payloads should be returned., default True
- positions – Specifies if term positions should be returned., default True
- preference – Specify the node or shard the operation should be performed on (default: random).
- routing – Specific routing value.
- term_statistics – Specifies if total term frequency and document frequency should be returned., default False
- update(*args, **kwargs)¶
Update a document based on a script or partial data provided. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/docs-update.html
Parameters: - index – The name of the index
- doc_type – The type of the document
- id – Document ID
- body – The request definition using either script or partial doc
- consistency – Explicit write consistency setting for the operation
- fields – A comma-separated list of fields to return in the response
- lang – The script language (default: mvel)
- parent – ID of the parent document
- refresh – Refresh the index after performing the operation
- replication – Specific replication type (default: sync)
- retry_on_conflict – Specify how many times should the operation be retried when a conflict occurs (default: 0)
- routing – Specific routing value
- script – The URL-encoded script definition (instead of using request body)
- timeout – Explicit operation timeout
- timestamp – Explicit timestamp for the document
- ttl – Expiration time for the document
- version – Explicit version number for concurrency control
- version_type – Explicit version number for concurrency control
Indices¶
- class elasticsearch.client.IndicesClient(client)¶
- analyze(*args, **kwargs)¶
Perform the analysis process on a text and return the tokens breakdown of the text. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/indices-analyze.html
Parameters: - index – The name of the index to scope the operation
- body – The text on which the analysis should be performed
- analyzer – The name of the analyzer to use
- field – Use the analyzer configured for this field (instead of passing the analyzer name)
- filters – A comma-separated list of filters to use for the analysis
- format – Format of the output, default u’detailed’
- index – The name of the index to scope the operation
- prefer_local – With true, specify that a local shard should be used if available, with false, use a random shard (default: true)
- text – The text on which the analysis should be performed (when request body is not used)
- tokenizer – The name of the tokenizer to use for the analysis
- clear_cache(*args, **kwargs)¶
Clear either all caches or specific cached associated with one ore more indices. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/indices-clearcache.html
Parameters: - index – A comma-separated list of index name to limit the operation
- field_data – Clear field data
- fielddata – Clear field data
- fields – A comma-separated list of fields to clear when using the field_data parameter (default: all)
- filter – Clear filter caches
- filter_cache – Clear filter caches
- filter_keys – A comma-separated list of keys to clear when using the filter_cache parameter (default: all)
- id – Clear ID caches for parent/child
- id_cache – Clear ID caches for parent/child
- allow_no_indices – Whether to ignore if a wildcard indices expression resolves into no concrete indices. (This includes _all string or when no indices have been specified)
- expand_wildcards – Whether to expand wildcard expression to concrete indices that are open, closed or both.
- ignore_indices – When performed on multiple indices, allows to ignore missing ones (default: none)
- ignore_unavailable – Whether specified concrete indices should be ignored when unavailable (missing or closed)
- index – A comma-separated list of index name to limit the operation
- recycler – Clear the recycler cache
- close(*args, **kwargs)¶
Close an index to remove it’s overhead from the cluster. Closed index is blocked for read/write operations. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/indices-open-close.html
Parameters: - index – A comma-separated list of indices to delete; use _all or ‘*’ to delete all indices
- master_timeout – Specify timeout for connection to master
- timeout – Explicit operation timeout
- create(*args, **kwargs)¶
Create an index in Elasticsearch. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/indices-create-index.html
Parameters: - index – The name of the index
- body – The configuration for the index (settings and mappings)
- master_timeout – Specify timeout for connection to master
- timeout – Explicit operation timeout
- delete(*args, **kwargs)¶
Delete an index in Elasticsearch http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/indices-delete-index.html
Parameters: - index – A comma-separated list of indices to delete; use _all or ‘*’ to delete all indices
- master_timeout – Specify timeout for connection to master
- timeout – Explicit operation timeout
- delete_alias(*args, **kwargs)¶
Delete specific alias. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/indices-aliases.html
Parameters: - index – A comma-separated list of index names (supports wildcards); use _all for all indices
- name – A comma-separated list of aliases to delete (supports wildcards); use _all to delete all aliases for the specified indices.
- master_timeout – Specify timeout for connection to master
- timeout – Explicit timestamp for the document
- delete_mapping(*args, **kwargs)¶
Delete a mapping (type) along with its data. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/indices-delete-mapping.html
Parameters: - index – A comma-separated list of index names (supports wildcard); use _all for all indices
- doc_type – A comma-separated list of document types to delete (supports wildcards); use _all to delete all document types in the specified indices.
- master_timeout – Specify timeout for connection to master
- delete_template(*args, **kwargs)¶
Delete an index template by its name. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/indices-templates.html
Parameters: - name – The name of the template
- master_timeout – Specify timeout for connection to master
- timeout – Explicit operation timeout
- delete_warmer(*args, **kwargs)¶
Delete an index warmer. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/indices-warmers.html
Parameters: - index – A comma-separated list of index names to delete warmers from (supports wildcards); use _all to perform the operation on all indices.
- name – A comma-separated list of warmer names to delete (supports wildcards); use _all to delete all warmers in the specified indices.
- master_timeout – Specify timeout for connection to master
- exists(*args, **kwargs)¶
Return a boolean indicating whether given index exists. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/indices-indices-exists.html
Parameters: - index – A list of indices to check
- local – Return local information, do not retrieve the state from master node (default: false)
- exists_alias(*args, **kwargs)¶
Return a boolean indicating whether given alias exists. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/indices-aliases.html
Parameters: - name – A comma-separated list of alias names to return
- index – A comma-separated list of index names to filter aliases
- allow_no_indices – Whether to ignore if a wildcard indices expression resolves into no concrete indices. (This includes _all string or when no indices have been specified)
- expand_wildcards – Whether to expand wildcard expression to concrete indices that are open, closed or both.
- ignore_indices – When performed on multiple indices, allows to ignore missing ones (default: none)
- ignore_unavailable – Whether specified concrete indices should be ignored when unavailable (missing or closed)
- local – Return local information, do not retrieve the state from master node (default: false)
- exists_template(*args, **kwargs)¶
Return a boolean indicating whether given template exists. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/indices-templates.html
Parameters: - name – The name of the template
- local – Return local information, do not retrieve the state from master node (default: false)
- exists_type(*args, **kwargs)¶
Check if a type/types exists in an index/indices. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/indices-types-exists.html
Parameters: - index – A comma-separated list of index names; use _all to check the types across all indices
- doc_type – A comma-separated list of document types to check
- allow_no_indices – Whether to ignore if a wildcard indices expression resolves into no concrete indices. (This includes _all string or when no indices have been specified)
- expand_wildcards – Whether to expand wildcard expression to concrete indices that are open, closed or both.
- ignore_indices – When performed on multiple indices, allows to ignore missing ones (default: none)
- ignore_unavailable – Whether specified concrete indices should be ignored when unavailable (missing or closed)
- local – Return local information, do not retrieve the state from master node (default: false)
- flush(*args, **kwargs)¶
Explicitly flush one or more indices. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/indices-flush.html
Parameters: - index – A comma-separated list of index names; use _all or empty string for all indices
- force – Whether a flush should be forced even if it is not necessarily needed ie. if no changes will be committed to the index.
- full – If set to true a new index writer is created and settings that have been changed related to the index writer will be refreshed.
- allow_no_indices – Whether to ignore if a wildcard indices expression resolves into no concrete indices. (This includes _all string or when no indices have been specified)
- expand_wildcards – Whether to expand wildcard expression to concrete indices that are open, closed or both.
- ignore_indices – When performed on multiple indices, allows to ignore missing ones (default: none)
- ignore_unavailable – Whether specified concrete indices should be ignored when unavailable (missing or closed)
- get_alias(*args, **kwargs)¶
Retrieve a specified alias. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/indices-aliases.html
Parameters: - name – A comma-separated list of alias names to return
- index – A comma-separated list of index names to filter aliases
- allow_no_indices – Whether to ignore if a wildcard indices expression resolves into no concrete indices. (This includes _all string or when no indices have been specified)
- expand_wildcards – Whether to expand wildcard expression to concrete indices that are open, closed or both.
- ignore_indices – When performed on multiple indices, allows to ignore missing ones, default u’none’
- ignore_unavailable – Whether specified concrete indices should be ignored when unavailable (missing or closed)
- local – Return local information, do not retrieve the state from master node (default: false)
- get_aliases(*args, **kwargs)¶
Retrieve specified aliases http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/indices-aliases.html
Parameters: - index – A comma-separated list of index names to filter aliases
- name – A comma-separated list of alias names to filter
- local – Return local information, do not retrieve the state from master node (default: false)
- timeout – Explicit operation timeout
- get_field_mapping(*args, **kwargs)¶
Retrieve mapping definition of a specific field. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/indices-get-field-mapping.html
Parameters: - index – A comma-separated list of index names; use _all or empty string for all indices
- doc_type – A comma-separated list of document types
- field – A comma-separated list of fields to retrieve the mapping for
- include_defaults – A boolean indicating whether to return default values
- allow_no_indices – Whether to ignore if a wildcard indices expression resolves into no concrete indices. (This includes _all string or when no indices have been specified)
- expand_wildcards – Whether to expand wildcard expression to concrete indices that are open, closed or both.
- ignore_unavailable – Whether specified concrete indices should be ignored when unavailable (missing or closed)
- local – Return local information, do not retrieve the state from master node (default: false)
- get_mapping(*args, **kwargs)¶
Retrieve mapping definition of index or index/type. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/indices-get-mapping.html
Parameters: - index – A comma-separated list of index names; use _all or empty string for all indices
- doc_type – A comma-separated list of document types
- allow_no_indices – Whether to ignore if a wildcard indices expression resolves into no concrete indices. (This includes _all string or when no indices have been specified)
- expand_wildcards – Whether to expand wildcard expression to concrete indices that are open, closed or both.
- ignore_unavailable – Whether specified concrete indices should be ignored when unavailable (missing or closed)
- local – Return local information, do not retrieve the state from master node (default: false)
- get_settings(*args, **kwargs)¶
Retrieve settings for one or more (or all) indices. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/indices-get-settings.html
Parameters: - index – A comma-separated list of index names; use _all or empty string to perform the operation on all indices
- name – The name of the settings that should be included
- flat_settings – Return settings in flat format (default: false)
- local – Return local information, do not retrieve the state from master node (default: false)
- get_template(*args, **kwargs)¶
Retrieve an index template by its name. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/indices-templates.html
Parameters: - name – The name of the template
- flat_settings – Return settings in flat format (default: false)
- local – Return local information, do not retrieve the state from master node (default: false)
- get_warmer(*args, **kwargs)¶
Retreieve an index warmer. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/indices-warmers.html
Parameters: - index – A comma-separated list of index names to restrict the operation; use _all to perform the operation on all indices
- doc_type – A comma-separated list of document types to restrict the operation; leave empty to perform the operation on all types
- name – The name of the warmer (supports wildcards); leave empty to get all warmers
- local – Return local information, do not retrieve the state from master node (default: false)
- open(*args, **kwargs)¶
Open a closed index to make it available for search. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/indices-open-close.html
Parameters: - index – The name of the index
- master_timeout – Specify timeout for connection to master
- timeout – Explicit operation timeout
- allow_no_indices – Whether to ignore if a wildcard indices expression resolves into no concrete indices. (This includes _all string or when no indices have been specified)
- expand_wildcards – Whether to expand wildcard expression to concrete indices that are open, closed or both.
- ignore_unavailable – Whether specified concrete indices should be ignored when unavailable (missing or closed)
- optimize(*args, **kwargs)¶
Explicitly optimize one or more indices through an API. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/indices-optimize.html
Parameters: - index – A comma-separated list of index names; use _all or empty string to perform the operation on all indices
- flush – Specify whether the index should be flushed after performing the operation (default: true)
- allow_no_indices – Whether to ignore if a wildcard indices expression resolves into no concrete indices. (This includes _all string or when no indices have been specified)
- expand_wildcards – Whether to expand wildcard expression to concrete indices that are open, closed or both.
- ignore_indices – When performed on multiple indices, allows to ignore missing ones, default u’none’
- ignore_unavailable – Whether specified concrete indices should be ignored when unavailable (missing or closed)
- max_num_segments – The number of segments the index should be merged into (default: dynamic)
- only_expunge_deletes – Specify whether the operation should only expunge deleted documents
- operation_threading – TODO: ?
- wait_for_merge – Specify whether the request should block until the merge process is finished (default: true)
- put_alias(*args, **kwargs)¶
Create an alias for a specific index/indices. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/indices-aliases.html
Parameters: - index – A comma-separated list of index names the alias should point to (supports wildcards); use _all or omit to perform the operation on all indices.
- name – The name of the alias to be created or updated
- body – The settings for the alias, such as routing or filter
- master_timeout – Specify timeout for connection to master
- timeout – Explicit timestamp for the document
- put_mapping(*args, **kwargs)¶
Register specific mapping definition for a specific type. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/indices-put-mapping.html
Parameters: - index – A comma-separated list of index names the alias should point to (supports wildcards); use _all or omit to perform the operation on all indices.
- doc_type – The name of the document type
- body – The mapping definition
- ignore_conflicts – Specify whether to ignore conflicts while updating the mapping (default: false)
- master_timeout – Specify timeout for connection to master
- timeout – Explicit operation timeout
- put_settings(*args, **kwargs)¶
Change specific index level settings in real time. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/indices-update-settings.html
Parameters: - index – A comma-separated list of index names; use _all or empty string to perform the operation on all indices
- master_timeout – Specify timeout for connection to master
- body – The index settings to be updated
- flat_settings – Return settings in flat format (default: false)
- put_template(*args, **kwargs)¶
Create an index template that will automatically be applied to new indices created. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/indices-templates.html
Parameters: - name – The name of the template
- body – The template definition
- order – The order for this template when merging multiple matching ones (higher numbers are merged later, overriding the lower numbers)
- master_timeout – Specify timeout for connection to master
- timeout – Explicit operation timeout
- flat_settings – Return settings in flat format (default: false)
- put_warmer(*args, **kwargs)¶
Create an index warmer to run registered search requests to warm up the index before it is available for search. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/indices-warmers.html
Parameters: - index – A comma-separated list of index names to register the warmer for; use _all or empty string to perform the operation on all indices
- name – The name of the warmer
- doc_type – A comma-separated list of document types to register the warmer for; leave empty to perform the operation on all types
- body – The search request definition for the warmer (query, filters, facets, sorting, etc)
- master_timeout – Specify timeout for connection to master
- refresh(*args, **kwargs)¶
Explicitly refresh one or more index, making all operations performed since the last refresh available for search. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/indices-refresh.html
Parameters: - index – A comma-separated list of index names; use _all or empty string to perform the operation on all indices
- allow_no_indices – Whether to ignore if a wildcard indices expression resolves into no concrete indices. (This includes _all string or when no indices have been specified)
- expand_wildcards – Whether to expand wildcard expression to concrete indices that are open, closed or both.
- ignore_indices – When performed on multiple indices, allows to ignore missing ones, default u’none’
- ignore_unavailable – Whether specified concrete indices should be ignored when unavailable (missing or closed)
- force – Force a refresh even if not required
- segments(*args, **kwargs)¶
Provide low level segments information that a Lucene index (shard level) is built with. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/indices-segments.html
Parameters: - index – A comma-separated list of index names; use _all or empty string to perform the operation on all indices
- allow_no_indices – Whether to ignore if a wildcard indices expression resolves into no concrete indices. (This includes _all string or when no indices have been specified)
- expand_wildcards – Whether to expand wildcard expression to concrete indices that are open, closed or both.
- ignore_indices – When performed on multiple indices, allows to ignore missing ones, default u’none’
- ignore_unavailable – Whether specified concrete indices should be ignored when unavailable (missing or closed)
- human – Whether to return time and byte values in human-readable format (default: false)
- snapshot_index(*args, **kwargs)¶
Explicitly perform a snapshot through the gateway of one or more indices (backup them). http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/indices-gateway-snapshot.html
Parameters: - index – A comma-separated list of index names; use _all or empty string for all indices
- allow_no_indices – Whether to ignore if a wildcard indices expression resolves into no concrete indices. (This includes _all string or when no indices have been specified)
- expand_wildcards – Whether to expand wildcard expression to concrete indices that are open, closed or both.
- ignore_indices – When performed on multiple indices, allows to ignore missing ones (default: none)
- ignore_unavailable – Whether specified concrete indices should be ignored when unavailable (missing or closed)
- stats(*args, **kwargs)¶
Retrieve statistics on different operations happening on an index. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/indices-stats.html
Parameters: - index – A comma-separated list of index names; use _all or empty string to perform the operation on all indices
- metric – A comma-separated list of metrics to display. Possible values: “_all”, “completion”, “docs”, “fielddata”, “filter_cache”, “flush”, “get”, “id_cache”, “indexing”, “merge”, “percolate”, “refresh”, “search”, “segments”, “store”, “warmer”
- completion_fields – A comma-separated list of fields for completion metric (supports wildcards)
- fielddata_fields – A comma-separated list of fields for fielddata metric (supports wildcards)
- fields – A comma-separated list of fields for fielddata and completion metric (supports wildcards)
- groups – A comma-separated list of search groups for search statistics
- allow_no_indices – Whether to ignore if a wildcard indices expression resolves into no concrete indices. (This includes _all string or when no indices have been specified)
- expand_wildcards – Whether to expand wildcard expression to concrete indices that are open, closed or both.
- ignore_indices – When performed on multiple indices, allows to ignore missing ones (default: none)
- ignore_unavailable – Whether specified concrete indices should be ignored when unavailable (missing or closed)
- human – Whether to return time and byte values in human-readable format.
- level – Return stats aggregated at cluster, index or shard level. (“cluster”, “indices” or “shards”, default: “indices”)
- types – A comma-separated list of document types for the indexing index metric
- status(*args, **kwargs)¶
Get a comprehensive status information of one or more indices. http://elasticsearch.org/guide/reference/api/admin-indices-_/
Parameters: - index – A comma-separated list of index names; use _all or empty string to perform the operation on all indices
- allow_no_indices – Whether to ignore if a wildcard indices expression resolves into no concrete indices. (This includes _all string or when no indices have been specified)
- expand_wildcards – Whether to expand wildcard expression to concrete indices that are open, closed or both.
- ignore_indices – When performed on multiple indices, allows to ignore missing ones, default u’none’
- ignore_unavailable – Whether specified concrete indices should be ignored when unavailable (missing or closed)
- operation_threading – TODO: ?
- recovery – Return information about shard recovery
- snapshot – TODO: ?
- human – Whether to return time and byte values in human-readable format.
- update_aliases(*args, **kwargs)¶
Update specified aliases. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/indices-aliases.html
Parameters: - body – The definition of actions to perform
- master_timeout – Specify timeout for connection to master
- timeout – Request timeout
- validate_query(*args, **kwargs)¶
Validate a potentially expensive query without executing it. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/search-validate.html
Parameters: - index – A comma-separated list of index names to restrict the operation; use _all or empty string to perform the operation on all indices
- doc_type – A comma-separated list of document types to restrict the operation; leave empty to perform the operation on all types
- body – The query definition
- explain – Return detailed information about the error
- allow_no_indices – Whether to ignore if a wildcard indices expression resolves into no concrete indices. (This includes _all string or when no indices have been specified)
- expand_wildcards – Whether to expand wildcard expression to concrete indices that are open, closed or both.
- ignore_indices – When performed on multiple indices, allows to ignore missing ones (default: none)
- ignore_unavailable – Whether specified concrete indices should be ignored when unavailable (missing or closed)
- operation_threading – TODO: ?
- q – Query in the Lucene query string syntax
- source – The URL-encoded query definition (instead of using the request body)
Cluster¶
- class elasticsearch.client.ClusterClient(client)¶
- get_settings(*args, **kwargs)¶
Get cluster settings. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/cluster-update-settings.html
Parameters: - flat_settings – Return settings in flat format (default: false)
- master_timeout – Explicit operation timeout for connection to master node
- timeout – Explicit operation timeout
- health(*args, **kwargs)¶
Get a very simple status on the health of the cluster. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/cluster-health.html
Parameters: - index – Limit the information returned to a specific index
- level – Specify the level of detail for returned information, default u’cluster’
- local – Return local information, do not retrieve the state from master node (default: false)
- master_timeout – Explicit operation timeout for connection to master node
- timeout – Explicit operation timeout
- wait_for_active_shards – Wait until the specified number of shards is active
- wait_for_nodes – Wait until the specified number of nodes is available
- wait_for_relocating_shards – Wait until the specified number of relocating shards is finished
- wait_for_status – Wait until cluster is in a specific state, default None
- pending_tasks(*args, **kwargs)¶
The pending cluster tasks API returns a list of any cluster-level changes (e.g. create index, update mapping, allocate or fail shard) which have not yet been executed. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/cluster-pending.html
Parameters: - local – Return local information, do not retrieve the state from master node (default: false)
- master_timeout – Specify timeout for connection to master
- put_settings(*args, **kwargs)¶
Update cluster wide specific settings. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/cluster-update-settings.html
Parameters: - body – The settings to be updated. Can be either transient or persistent (survives cluster restart).
- flat_settings – Return settings in flat format (default: false)
- reroute(*args, **kwargs)¶
Explicitly execute a cluster reroute allocation command including specific commands. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/cluster-reroute.html
Parameters: - body – The definition of commands to perform (move, cancel, allocate)
- dry_run – Simulate the operation only and return the resulting state
- filter_metadata – Don’t return cluster state metadata (default: false)
- master_timeout – Explicit operation timeout for connection to master node
- timeout – Explicit operation timeout
- state(*args, **kwargs)¶
Get a comprehensive state information of the whole cluster. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/cluster-state.html
Parameters: - metric – Limit the information returned to the specified metrics. Possible values: “_all”, “blocks”, “index_templates”, “metadata”, “nodes”, “routing_table”
- index – A comma-separated list of index names; use _all or empty string to perform the operation on all indices
- index_templates – A comma separated list to return specific index templates when returning metadata.
- local – Return local information, do not retrieve the state from master node (default: false)
- master_timeout – Specify timeout for connection to master
- flat_settings – Return settings in flat format (default: false)
- stats(*args, **kwargs)¶
The Cluster Stats API allows to retrieve statistics from a cluster wide perspective. The API returns basic index metrics and information about the current nodes that form the cluster. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/cluster-stats.html
Parameters: - node_id – A comma-separated list of node IDs or names to limit the returned information; use _local to return information from the node you’re connecting to, leave empty to get information from all nodes
- flat_settings – Return settings in flat format (default: false)
- human – Whether to return time and byte values in human-readable format.
Nodes¶
- class elasticsearch.client.NodesClient(client)¶
- hot_threads(*args, **kwargs)¶
An API allowing to get the current hot threads on each node in the cluster. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/cluster-nodes-hot-threads.html
Parameters: - node_id – A comma-separated list of node IDs or names to limit the returned information; use _local to return information from the node you’re connecting to, leave empty to get information from all nodes
- type – The type to sample (default: cpu)
- interval – The interval for the second sampling of threads
- snapshots – Number of samples of thread stacktrace (default: 10)
- threads – Specify the number of threads to provide information for (default: 3)
- info(*args, **kwargs)¶
The cluster nodes info API allows to retrieve one or more (or all) of the cluster nodes information. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/cluster-nodes-info.html
Parameters: - node_id – A comma-separated list of node IDs or names to limit the returned information; use _local to return information from the node you’re connecting to, leave empty to get information from all nodes
- metric – A comma-separated list of metrics you wish returned. Leave empty to return all. Choices are “settings”, “os”, “process”, “jvm”, “thread_pool”, “network”, “transport”, “http”, “plugin”
- flat_settings – Return settings in flat format (default: false)
- human – Whether to return time and byte values in human-readable format., default False
- shutdown(*args, **kwargs)¶
The nodes shutdown API allows to shutdown one or more (or all) nodes in the cluster. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/cluster-nodes-shutdown.html
Parameters: - node_id – A comma-separated list of node IDs or names to perform the operation on; use _local to perform the operation on the node you’re connected to, leave empty to perform the operation on all nodes
- delay – Set the delay for the operation (default: 1s)
- exit – Exit the JVM as well (default: true)
- stats(*args, **kwargs)¶
The cluster nodes stats API allows to retrieve one or more (or all) of the cluster nodes statistics. http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/cluster-nodes-stats.html
Parameters: - node_id – A comma-separated list of node IDs or names to limit the returned information; use _local to return information from the node you’re connecting to, leave empty to get information from all nodes
- metric – Limit the information returned to the specified metrics. Possible options are: “_all”, “breaker”, “fs”, “http”, “indices”, “jvm”, “network”, “os”, “process”, “thread_pool”, “transport”
- index_metric – Limit the information returned for indices metric to the specific index metrics. Isn’t used if indices (or all) metric isn’t specified. Possible options are: “_all”, “completion”, “docs”, “fielddata”, “filter_cache”, “flush”, “get”, “id_cache”, “indexing”, “merge”, “percolate”, “refresh”, “search”, “segments”, “store”, “warmer”
- completion_fields – A comma-separated list of fields for fielddata and suggest index metric (supports wildcards)
- fielddata_fields – A comma-separated list of fields for fielddata index metric (supports wildcards)
- fields – A comma-separated list of fields for fielddata and completion index metric (supports wildcards)
- groups – A comma-separated list of search groups for search index metric
- human – Whether to return time and byte values in human-readable format., default False
- level – Return indices stats aggregated at node, index or shard level, default ‘node’
- types – A comma-separated list of document types for the indexing index metric
Cat¶
- class elasticsearch.client.CatClient(client)¶
- aliases(*args, **kwargs)¶
http://www.elasticsearch.org/guide/en/elasticsearch/reference/master/cat-aliases.html
Parameters: - name – A comma-separated list of alias names to return
- h – Comma-separated list of column names to display
- help – Return help information, default False
- local – Return local information, do not retrieve the state from master node (default: false)
- master_timeout – Explicit operation timeout for connection to master node
- v – Verbose mode. Display column headers, default False
- allocation(*args, **kwargs)¶
Allocation provides a snapshot of how shards have located around the cluster and the state of disk usage. http://www.elasticsearch.org/guide/en/elasticsearch/reference/master/cat-allocation.html
Parameters: - node_id – A comma-separated list of node IDs or names to limit the returned information
- bytes – The unit in which to display byte values
- h – Comma-separated list of column names to display
- help – Return help information, default False
- local – Return local information, do not retrieve the state from master node (default: false)
- master_timeout – Explicit operation timeout for connection to master node
- v – Verbose mode. Display column headers, default False
- count(*args, **kwargs)¶
Count provides quick access to the document count of the entire cluster, or individual indices. http://www.elasticsearch.org/guide/en/elasticsearch/reference/master/cat-count.html
Parameters: - index – A comma-separated list of index names to limit the returned information
- h – Comma-separated list of column names to display
- help – Return help information, default False
- local – Return local information, do not retrieve the state from master node (default: false)
- master_timeout – Explicit operation timeout for connection to master node
- v – Verbose mode. Display column headers, default False
- health(*args, **kwargs)¶
health is a terse, one-line representation of the same information from health() API http://www.elasticsearch.org/guide/en/elasticsearch/reference/master/cat-health.html
Parameters: - h – Comma-separated list of column names to display
- help – Return help information, default False
- local – Return local information, do not retrieve the state from master node (default: false)
- master_timeout – Explicit operation timeout for connection to master node
- ts – Set to false to disable timestamping, default True
- v – Verbose mode. Display column headers, default False
- help(*args, **kwargs)¶
A simple help for the cat api. http://www.elasticsearch.org/guide/en/elasticsearch/reference/master/cat.html
Parameters: help – Return help information, default False
- indices(*args, **kwargs)¶
The indices command provides a cross-section of each index. http://www.elasticsearch.org/guide/en/elasticsearch/reference/master/cat-indices.html
Parameters: - index – A comma-separated list of index names to limit the returned information
- bytes – The unit in which to display byte values
- h – Comma-separated list of column names to display
- help – Return help information, default False
- local – Return local information, do not retrieve the state from master node (default: false)
- master_timeout – Explicit operation timeout for connection to master node
- pri – Set to true to return stats only for primary shards, default False
- v – Verbose mode. Display column headers, default False
- master(*args, **kwargs)¶
Displays the master’s node ID, bound IP address, and node name. http://www.elasticsearch.org/guide/en/elasticsearch/reference/master/cat-master.html
Parameters: - h – Comma-separated list of column names to display
- help – Return help information, default False
- local – Return local information, do not retrieve the state from master node (default: false)
- master_timeout – Explicit operation timeout for connection to master node
- v – Verbose mode. Display column headers, default False
- nodes(*args, **kwargs)¶
The nodes command shows the cluster topology. http://www.elasticsearch.org/guide/en/elasticsearch/reference/master/cat-nodes.html
Parameters: - h – Comma-separated list of column names to display
- help – Return help information, default False
- local – Return local information, do not retrieve the state from master node (default: false)
- master_timeout – Explicit operation timeout for connection to master node
- v – Verbose mode. Display column headers, default False
- pending_tasks(*args, **kwargs)¶
pending_tasks provides the same information as the pending_tasks() API in a convenient tabular format. http://www.elasticsearch.org/guide/en/elasticsearch/reference/master/cat-pending-tasks.html
Parameters: - h – Comma-separated list of column names to display
- help – Return help information, default False
- local – Return local information, do not retrieve the state from master node (default: false)
- master_timeout – Explicit operation timeout for connection to master node
- v – Verbose mode. Display column headers, default False
- recovery(*args, **kwargs)¶
recovery is a view of shard replication. http://www.elasticsearch.org/guide/en/elasticsearch/reference/master/cat-recovery.html
Parameters: - index – A comma-separated list of index names to limit the returned information
- bytes – The unit in which to display byte values
- h – Comma-separated list of column names to display
- help – Return help information, default False
- local – Return local information, do not retrieve the state from master node (default: false)
- master_timeout – Explicit operation timeout for connection to master node
- v – Verbose mode. Display column headers, default False
- shards(*args, **kwargs)¶
The shards command is the detailed view of what nodes contain which shards. http://www.elasticsearch.org/guide/en/elasticsearch/reference/master/cat-shards.html
Parameters: - index – A comma-separated list of index names to limit the returned information
- h – Comma-separated list of column names to display
- help – Return help information, default False
- local – Return local information, do not retrieve the state from master node (default: false)
- master_timeout – Explicit operation timeout for connection to master node
- v – Verbose mode. Display column headers, default False
- thread_pool(*args, **kwargs)¶
Get information about thread pools. http://www.elasticsearch.org/guide/en/elasticsearch/reference/master/cat-thread-pool.html
Parameters: - full_id – Enables displaying the complete node ids (default: ‘false’)
- h – Comma-separated list of column names to display
- help – Return help information (default: ‘false’)
- local – Return local information, do not retrieve the state from master node (default: false)
- master_timeout – Explicit operation timeout for connection to master node
- v – Verbose mode. Display column headers (default: ‘false’)
Snapshot —
- class elasticsearch.client.SnapshotClient(client)¶
- create(*args, **kwargs)¶
Create a snapshot in repository http://www.elasticsearch.org/guide/en/elasticsearch/reference/master/modules-snapshots.html
Parameters: - repository – A repository name
- snapshot – A snapshot name
- body – The snapshot definition
- master_timeout – Explicit operation timeout for connection to master node
- wait_for_completion – Should this request wait until the operation has completed before returning, default False
- create_repository(*args, **kwargs)¶
Registers a shared file system repository. http://www.elasticsearch.org/guide/en/elasticsearch/reference/master/modules-snapshots.html
Parameters: - repository – A repository name
- body – The repository definition
- master_timeout – Explicit operation timeout for connection to master node
- timeout – Explicit operation timeout
- delete(*args, **kwargs)¶
Deletes a snapshot from a repository. http://www.elasticsearch.org/guide/en/elasticsearch/reference/master/modules-snapshots.html
Parameters: - repository – A repository name
- snapshot – A snapshot name
- master_timeout – Explicit operation timeout for connection to master node
- delete_repository(*args, **kwargs)¶
Removes a shared file system repository. http://www.elasticsearch.org/guide/en/elasticsearch/reference/master/modules-snapshots.html
Parameters: - repository – A comma-separated list of repository names
- master_timeout – Explicit operation timeout for connection to master node
- timeout – Explicit operation timeout
- get(*args, **kwargs)¶
Retrieve information about a snapshot. http://www.elasticsearch.org/guide/en/elasticsearch/reference/master/modules-snapshots.html
Parameters: - repository – A comma-separated list of repository names
- snapshot – A comma-separated list of snapshot names
- master_timeout – Explicit operation timeout for connection to master node
- get_repository(*args, **kwargs)¶
Return information about registered repositories. http://www.elasticsearch.org/guide/en/elasticsearch/reference/master/modules-snapshots.html
Parameters: - repository – A comma-separated list of repository names
- master_timeout – Explicit operation timeout for connection to master node
- local – Return local information, do not retrieve the state from master node (default: false)
- restore(*args, **kwargs)¶
Restore a snapshot. http://www.elasticsearch.org/guide/en/elasticsearch/reference/master/modules-snapshots.html
Parameters: - repository – A repository name
- snapshot – A snapshot name
- body – Details of what to restore
- master_timeout – Explicit operation timeout for connection to master node
- wait_for_completion – Should this request wait until the operation has completed before returning, default False
Connection Layer API¶
All of the classes reponsible for handling the connection to the Elasticsearch cluster. The default subclasses used can be overriden by passing parameters to the Elasticsearch class. All of the arguments to the client will be passed on to Transport, ConnectionPool and Connection.
For example if you wanted to use your own implementation of the ConnectionSelector class you can just pass in the selector_class parameter.
Transport¶
- class elasticsearch.Transport(hosts, connection_class=Urllib3HttpConnection, connection_pool_class=ConnectionPool, nodes_to_host_callback=construct_hosts_list, sniff_on_start=False, sniffer_timeout=None, sniff_on_connection_fail=False, serializer=JSONSerializer(), max_retries=3, ** kwargs)¶
Encapsulation of transport-related to logic. Handles instantiation of the individual connections as well as creating a connection pool to hold them.
Main interface is the perform_request method.
Parameters: - hosts – list of dictionaries, each containing keyword arguments to create a connection_class instance
- connection_class – subclass of Connection to use
- connection_pool_class – subclass of ConnectionPool to use
- host_info_callback – callback responsible for taking the node information from /_cluser/nodes, along with already extracted information, and producing a list of arguments (same as hosts parameter)
- sniff_on_start – flag indicating whether to obtain a list of nodes from the cluser at startup time
- sniffer_timeout – number of seconds between automatic sniffs
- sniff_on_connection_fail – flag controlling if connection failure triggers a sniff
- sniff_timeout – timeout used for the sniff request - it should be a fast api call and we are talking potentially to more nodes so we want to fail quickly.
- serializer – serializer instance
- serializers – optional dict of serializer instances that will be used for deserializing data coming from the server. (key is the mimetype)
- default_mimetype – when no mimetype is specified by the server response assume this mimetype, defaults to ‘application/json’
- max_retries – maximum number of retries before an exception is propagated
- send_get_body_as – for GET requests with body this option allows you to specify an alternate way of execution for environments that don’t support passing bodies with GET requests. If you set this to ‘POST’ a POST method will be used instead, if to ‘source’ then the body will be serialized and passed as a query parameter source.
Any extra keyword arguments will be passed to the connection_class when creating and instance unless overriden by that connection’s options provided as part of the hosts parameter.
- add_connection(host)¶
Create a new Connection instance and add it to the pool.
Parameters: host – kwargs that will be used to create the instance
- get_connection()¶
Retreive a Connection instance from the ConnectionPool instance.
- mark_dead(connection)¶
Mark a connection as dead (failed) in the connection pool. If sniffing on failure is enabled this will initiate the sniffing process.
Parameters: connection – instance of Connection that failed
- perform_request(method, url, params=None, body=None)¶
Perform the actual request. Retrieve a connection from the connection pool, pass all the information to it’s perform_request method and return the data.
If an exception was raised, mark the connection as failed and retry (up to max_retries times).
If the operation was succesful and the connection used was previously marked as dead, mark it as live, resetting it’s failure count.
Parameters: - method – HTTP method to use
- url – absolute url (without host) to target
- params – dictionary of query parameters, will be handed over to the underlying Connection class for serialization
- body – body of the request, will be serializes using serializer and passed to the connection
- set_connections(hosts)¶
Instantiate all the connections and crate new connection pool to hold them. Tries to identify unchanged hosts and re-use existing Connection instances.
Parameters: hosts – same as __init__
- sniff_hosts()¶
Obtain a list of nodes from the cluster and create a new connection pool using the information retrieved.
To extract the node connection parameters use the nodes_to_host_callback.
Connection Pool¶
- class elasticsearch.ConnectionPool(connections, dead_timeout=60, selector_class=RoundRobinSelector, randomize_hosts=True, ** kwargs)¶
Container holding the Connection instances, managing the selection process (via a ConnectionSelector) and dead connections.
It’s only interactions are with the Transport class that drives all the actions within ConnectionPool.
Initially connections are stored on the class as a list and, along with the connection options, get passed to the ConnectionSelector instance for future reference.
Upon each request the Transport will ask for a Connection via the get_connection method. If the connection fails (it’s perform_request raises a ConnectionError) it will be marked as dead (via mark_dead) and put on a timeout (if it fails N times in a row the timeout is exponentially longer - the formula is default_timeout * 2 ** (fail_count - 1)). When the timeout is over the connection will be resurrected and returned to the live pool. A connection that has been peviously marked as dead and succeedes will be marked as live (it’s fail count will be deleted).
Parameters: - connections – list of tuples containing the Connection instance and it’s options
- dead_timeout – number of seconds a connection should be retired for after a failure, increases on consecutive failures
- timeout_cutoff – number of consecutive failures after which the timeout doesn’t increase
- selector_class – ConnectionSelector subclass to use
- randomize_hosts – shuffle the list of connections upon arrival to avoid dog piling effect across processes
- get_connection()¶
Return a connection from the pool using the ConnectionSelector instance.
It tries to resurrect eligible connections, forces a resurrection when no connections are availible and passes the list of live connections to the selector instance to choose from.
Returns a connection instance and it’s current fail count.
- mark_dead(connection, now=None)¶
Mark the connection as dead (failed). Remove it from the live pool and put it on a timeout.
Parameters: connection – the failed instance
- mark_live(connection)¶
Mark connection as healthy after a resurrection. Resets the fail counter for the connection.
Parameters: connection – the connection to redeem
- resurrect(force=False)¶
Attempt to resurrect a connection from the dead pool. It will try to locate one (not all) eligible (it’s timeout is over) connection to return to th live pool.
Parameters: force – resurrect a connection even if there is none eligible (used when we have no live connections)
Connection Selector¶
- class elasticsearch.ConnectionSelector(opts)¶
Simple class used to select a connection from a list of currently live connection instances. In init time it is passed a dictionary containing all the connections’ options which it can then use during the selection process. When the select method is called it is given a list of currently live connections to choose from.
The options dictionary is the one that has been passed to Transport as hosts param and the same that is used to construct the Connection object itself. When the Connection was created from information retrieved from the cluster via the sniffing process it will be the dictionary returned by the host_info_callback.
Example of where this would be useful is a zone-aware selector that would only select connections from it’s own zones and only fall back to other connections where there would be none in it’s zones.
Parameters: opts – dictionary of connection instances and their options - select(connections)¶
Select a connection from the given list.
Parameters: connections – list of live connections to choose from
Connection¶
- class elasticsearch.Connection(host='localhost', port=9200, url_prefix='', timeout=10, **kwargs)¶
Class responsible for maintaining a connection to an Elasticsearch node. It holds persistent connection pool to it and it’s main interface (perform_request) is thread-safe.
Also responsible for logging.
Parameters: - host – hostname of the node (default: localhost)
- port – port to use (default: 9200)
- url_prefix – optional url prefix for elasticsearch
- timeout – default timeout in seconds (default: 10)
- log_request_fail(method, full_url, body, duration, status_code=None, exception=None)¶
Log an unsuccessful API call.
- log_request_success(method, full_url, path, body, status_code, response, duration)¶
Log a successful API call.
Transport classes¶
List of transport classes that can be used, simply import your choice and pass it to the constructor of Elasticsearch as connection_class. Note that Thrift and Memcached protocols are experimental and require a plugin to be installed in your cluster as well as additional dependencies (thrift==0.9 and pylibmc==1.2).
For example to use the thrift connection just import it and use it. The connection classes are aware of their respective default ports (9500 for thrift) so there is no need to specify them unless modified:
from elasticsearch import Elasticsearch, ThriftConnection
es = Elasticsearch(connection_class=ThriftConnection)
Connection¶
- class elasticsearch.connection.Connection(host='localhost', port=9200, url_prefix='', timeout=10, **kwargs)¶
Class responsible for maintaining a connection to an Elasticsearch node. It holds persistent connection pool to it and it’s main interface (perform_request) is thread-safe.
Also responsible for logging.
Parameters: - host – hostname of the node (default: localhost)
- port – port to use (default: 9200)
- url_prefix – optional url prefix for elasticsearch
- timeout – default timeout in seconds (default: 10)
Urllib3HttpConnection¶
- class elasticsearch.connection.Urllib3HttpConnection(host='localhost', port=9200, http_auth=None, use_ssl=False, maxsize=10, **kwargs)¶
Default connection class using the urllib3 library and the http protocol.
Parameters: - http_auth – optional http auth information as either ‘:’ separated string or a tuple
- use_ssl – use ssl for the connection if True
- maxsize – the maximum number of connections which will be kept open to this host.
RequestsHttpConnection¶
- class elasticsearch.connection.RequestsHttpConnection(host='localhost', port=9200, http_auth=None, use_ssl=False, **kwargs)¶
Connection using the requests library.
Parameters: - http_auth – optional http auth information as either ‘:’ separated string or a tuple
- use_ssl – use ssl for the connection if True
ThriftConnection¶
- class elasticsearch.connection.ThriftConnection(host='localhost', port=9500, framed_transport=False, use_ssl=False, **kwargs)¶
Connection using the thrift protocol to communicate with elasticsearch.
See https://github.com/elasticsearch/elasticsearch-transport-thrift for additional info.
Parameters: framed_transport – use TTransport.TFramedTransport instead of TTransport.TBufferedTransport
MemcachedConnection¶
- class elasticsearch.connection.MemcachedConnection(host='localhost', port=11211, **kwargs)¶
Client using the pylibmc python library to communicate with elasticsearch using the memcached protocol. Requires plugin in the cluster.
See https://github.com/elasticsearch/elasticsearch-transport-memcached for more details.
Helpers¶
Collection of simple helper functions that abstract some specifics or the raw API.
- elasticsearch.helpers.streaming_bulk(client, actions, chunk_size=500, raise_on_error=False, expand_action_callback=<function expand_action at 0x23a9758>, **kwargs)¶
Streaming bulk consumes actions from the iterable passed in and yields results per action. For non-streaming usecases use bulk() which is a wrapper around streaming bulk that returns summary information about the bulk operation once the entire input is consumed and sent.
This function expects the action to be in the format as returned by search(), for example:
{ '_index': 'index-name', '_type': 'document', '_id': 42, '_parent': 5, '_ttl': '1d', '_source': { ... } }
Alternatively, if _source is not present, it will pop all metadata fields from the doc and use the rest as the document data.
Alternative actions (_op_type field defaults to index) can be sent as well:
{ '_op_type': 'delete', '_index': 'index-name', '_type': 'document', '_id': 42, } { '_op_type': 'update', '_index': 'index-name', '_type': 'document', '_id': 42, 'doc': {'question': 'The life, universe and everything.'} }
Parameters: - client – instance of Elasticsearch to use
- actions – iterable containing the actions to be executed
- chunk_size – number of docs in one chunk sent to es (default: 500)
- raise_on_error – raise BulkIndexError containing errors (as .errors from the execution of the last chunk)
- expand_action_callback – callback executed on each action passed in, should return a tuple containing the action line and the data line (None if data line should be omitted).
- elasticsearch.helpers.bulk(client, actions, stats_only=False, **kwargs)¶
Helper for the bulk() api that provides a more human friendly interface - it consumes an iterator of actions and sends them to elasticsearch in chunks. It returns a tuple with summary information - number of successfully executed actions and either list of errors or number of errors if stats_only is set to True.
See streaming_bulk() for more information and accepted formats.
Parameters: - client – instance of Elasticsearch to use
- actions – iterator containing the actions
- stats_only – if True only report number of successful/failed operations instead of just number of successful and a list of error responses
Any additional keyword arguments will be passed to streaming_bulk() which is used to execute the operation.
- elasticsearch.helpers.scan(client, query=None, scroll='5m', **kwargs)¶
Simple abstraction on top of the scroll() api - a simple iterator that yields all hits as returned by underlining scroll requests.
Parameters: - client – instance of Elasticsearch to use
- query – body for the search() api
- scroll – Specify how long a consistent view of the index should be maintained for scrolled search
Any additional keyword arguments will be passed to the initial search() call.
- elasticsearch.helpers.reindex(client, source_index, target_index, target_client=None, chunk_size=500, scroll='5m')¶
Reindex all documents from one index to another, potentially (if target_client is specified) on a different cluster.
Note
This helper doesn’t transfer mappings, just the data.
Parameters: - client – instance of Elasticsearch to use (for read if target_client is specified as well)
- source_index – index (or list of indices) to read documents from
- target_index – name of the index in the target cluster to populate
- target_client – optional, is specified will be used for writing (thus enabling reindex between clusters)
- chunk_size – number of docs in one chunk sent to es (default: 500)
- scroll – Specify how long a consistent view of the index should be maintained for scrolled search
Changelog¶
1.0.0 (2014-02-11)¶
Elasticsearch 1.0 compatibility. See 0.4.X releases (and 0.4 branch) for code compatible with 0.90 elasticsearch.
- major breaking change - compatible with 1.0 elasticsearch releases only!
- Add an option to change the timeout used for sniff requests (sniff_timeout).
- empty responses from the server are now returned as empty strings instead of None
- get_alias now has name as another optional parameter due to issue #4539 in es repo. Note that the order of params have changed so if you are not using keyword arguments this is a breaking change.
0.4.4 (2013-12-23)¶
- helpers.bulk_index renamed to helpers.bulk (alias put in place for backwards compatibility, to be removed in future versions)
- Added helpers.streaming_bulk to consume an iterator and yield results per operation
- helpers.bulk and helpers.streaming_bulk are no longer limitted to just index operations.
- unicode body (for incices.analyze for example) is now handled correctly
- changed perform_request on Connection classes to return headers as well. This is a backwards incompatible change for people who have developed their own connection class.
- changed deserialization mechanics. Users who provided their own serializer that didn’t extend JSONSerializer need to specify a mimetype class attribute.
- minor bug fixes
0.4.3 (2013-10-22)¶
- Fixes to helpers.bulk_index, better error handling
- More benevolent hosts argument parsing for Elasticsearch
- requests no longer required (nor recommended) for install
0.4.2 (2013-10-08)¶
- ignore param acceted by all APIs
- Fixes to helpers.bulk_index
0.4.1 (2013-09-24)¶
Initial release.
License¶
Copyright 2013 Elasticsearch
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
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.