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Iterate over all Field objects within, including multi fields.
def _collect_fields(self): """ Iterate over all Field objects within, including multi fields. """ for f in itervalues(self.properties.to_dict()): yield f # multi fields if hasattr(f, 'fields'): for inner_f in itervalues(f.fields.to_dict()): ...
Create a copy of the instance with another name or connection alias. Useful for creating multiple indices with shared configuration:: i = Index('base-index') i.settings(number_of_shards=1) i.create() i2 = i.clone('other-index') i2.create() :...
def clone(self, name=None, using=None): """ Create a copy of the instance with another name or connection alias. Useful for creating multiple indices with shared configuration:: i = Index('base-index') i.settings(number_of_shards=1) i.create() i2...
Associate a :class:`~elasticsearch_dsl.Document` subclass with an index. This means that, when this index is created, it will contain the mappings for the ``Document``. If the ``Document`` class doesn't have a default index yet (by defining ``class Index``), this instance will be used. C...
def document(self, document): """ Associate a :class:`~elasticsearch_dsl.Document` subclass with an index. This means that, when this index is created, it will contain the mappings for the ``Document``. If the ``Document`` class doesn't have a default index yet (by defining ``cla...
Explicitly add an analyzer to an index. Note that all custom analyzers defined in mappings will also be created. This is useful for search analyzers. Example:: from elasticsearch_dsl import analyzer, tokenizer my_analyzer = analyzer('my_analyzer', tokenizer=tok...
def analyzer(self, *args, **kwargs): """ Explicitly add an analyzer to an index. Note that all custom analyzers defined in mappings will also be created. This is useful for search analyzers. Example:: from elasticsearch_dsl import analyzer, tokenizer my_analyze...
Return a :class:`~elasticsearch_dsl.Search` object searching over the index (or all the indices belonging to this template) and its ``Document``\\s.
def search(self, using=None): """ Return a :class:`~elasticsearch_dsl.Search` object searching over the index (or all the indices belonging to this template) and its ``Document``\\s. """ return Search( using=using or self._using, index=self._name, ...
Return a :class:`~elasticsearch_dsl.UpdateByQuery` object searching over the index (or all the indices belonging to this template) and updating Documents that match the search criteria. For more information, see here: https://www.elastic.co/guide/en/elasticsearch/reference/current/docs-...
def updateByQuery(self, using=None): """ Return a :class:`~elasticsearch_dsl.UpdateByQuery` object searching over the index (or all the indices belonging to this template) and updating Documents that match the search criteria. For more information, see here: https://www....
Creates the index in elasticsearch. Any additional keyword arguments will be passed to ``Elasticsearch.indices.create`` unchanged.
def create(self, using=None, **kwargs): """ Creates the index in elasticsearch. Any additional keyword arguments will be passed to ``Elasticsearch.indices.create`` unchanged. """ self._get_connection(using).indices.create(index=self._name, body=self.to_dict(), **kwargs)
Sync the index definition with elasticsearch, creating the index if it doesn't exist and updating its settings and mappings if it does. Note some settings and mapping changes cannot be done on an open index (or at all on an existing index) and for those this method will fail with the un...
def save(self, using=None): """ Sync the index definition with elasticsearch, creating the index if it doesn't exist and updating its settings and mappings if it does. Note some settings and mapping changes cannot be done on an open index (or at all on an existing index) and for...
Perform the analysis process on a text and return the tokens breakdown of the text. Any additional keyword arguments will be passed to ``Elasticsearch.indices.analyze`` unchanged.
def analyze(self, using=None, **kwargs): """ Perform the analysis process on a text and return the tokens breakdown of the text. Any additional keyword arguments will be passed to ``Elasticsearch.indices.analyze`` unchanged. """ return self._get_connection(using)...
Preforms a refresh operation on the index. Any additional keyword arguments will be passed to ``Elasticsearch.indices.refresh`` unchanged.
def refresh(self, using=None, **kwargs): """ Preforms a refresh operation on the index. Any additional keyword arguments will be passed to ``Elasticsearch.indices.refresh`` unchanged. """ return self._get_connection(using).indices.refresh(index=self._name, **kwargs)
Preforms a flush operation on the index. Any additional keyword arguments will be passed to ``Elasticsearch.indices.flush`` unchanged.
def flush(self, using=None, **kwargs): """ Preforms a flush operation on the index. Any additional keyword arguments will be passed to ``Elasticsearch.indices.flush`` unchanged. """ return self._get_connection(using).indices.flush(index=self._name, **kwargs)
The get index API allows to retrieve information about the index. Any additional keyword arguments will be passed to ``Elasticsearch.indices.get`` unchanged.
def get(self, using=None, **kwargs): """ The get index API allows to retrieve information about the index. Any additional keyword arguments will be passed to ``Elasticsearch.indices.get`` unchanged. """ return self._get_connection(using).indices.get(index=self._name, **k...
Opens the index in elasticsearch. Any additional keyword arguments will be passed to ``Elasticsearch.indices.open`` unchanged.
def open(self, using=None, **kwargs): """ Opens the index in elasticsearch. Any additional keyword arguments will be passed to ``Elasticsearch.indices.open`` unchanged. """ return self._get_connection(using).indices.open(index=self._name, **kwargs)
Closes the index in elasticsearch. Any additional keyword arguments will be passed to ``Elasticsearch.indices.close`` unchanged.
def close(self, using=None, **kwargs): """ Closes the index in elasticsearch. Any additional keyword arguments will be passed to ``Elasticsearch.indices.close`` unchanged. """ return self._get_connection(using).indices.close(index=self._name, **kwargs)
Deletes the index in elasticsearch. Any additional keyword arguments will be passed to ``Elasticsearch.indices.delete`` unchanged.
def delete(self, using=None, **kwargs): """ Deletes the index in elasticsearch. Any additional keyword arguments will be passed to ``Elasticsearch.indices.delete`` unchanged. """ return self._get_connection(using).indices.delete(index=self._name, **kwargs)
Returns ``True`` if the index already exists in elasticsearch. Any additional keyword arguments will be passed to ``Elasticsearch.indices.exists`` unchanged.
def exists(self, using=None, **kwargs): """ Returns ``True`` if the index already exists in elasticsearch. Any additional keyword arguments will be passed to ``Elasticsearch.indices.exists`` unchanged. """ return self._get_connection(using).indices.exists(index=self._nam...
Check if a type/types exists in the index. Any additional keyword arguments will be passed to ``Elasticsearch.indices.exists_type`` unchanged.
def exists_type(self, using=None, **kwargs): """ Check if a type/types exists in the index. Any additional keyword arguments will be passed to ``Elasticsearch.indices.exists_type`` unchanged. """ return self._get_connection(using).indices.exists_type(index=self._name, **...
Register specific mapping definition for a specific type. Any additional keyword arguments will be passed to ``Elasticsearch.indices.put_mapping`` unchanged.
def put_mapping(self, using=None, **kwargs): """ Register specific mapping definition for a specific type. Any additional keyword arguments will be passed to ``Elasticsearch.indices.put_mapping`` unchanged. """ return self._get_connection(using).indices.put_mapping(index...
Retrieve specific mapping definition for a specific type. Any additional keyword arguments will be passed to ``Elasticsearch.indices.get_mapping`` unchanged.
def get_mapping(self, using=None, **kwargs): """ Retrieve specific mapping definition for a specific type. Any additional keyword arguments will be passed to ``Elasticsearch.indices.get_mapping`` unchanged. """ return self._get_connection(using).indices.get_mapping(index...
Retrieve mapping definition of a specific field. Any additional keyword arguments will be passed to ``Elasticsearch.indices.get_field_mapping`` unchanged.
def get_field_mapping(self, using=None, **kwargs): """ Retrieve mapping definition of a specific field. Any additional keyword arguments will be passed to ``Elasticsearch.indices.get_field_mapping`` unchanged. """ return self._get_connection(using).indices.get_field_mapp...
Create an alias for the index. Any additional keyword arguments will be passed to ``Elasticsearch.indices.put_alias`` unchanged.
def put_alias(self, using=None, **kwargs): """ Create an alias for the index. Any additional keyword arguments will be passed to ``Elasticsearch.indices.put_alias`` unchanged. """ return self._get_connection(using).indices.put_alias(index=self._name, **kwargs)
Return a boolean indicating whether given alias exists for this index. Any additional keyword arguments will be passed to ``Elasticsearch.indices.exists_alias`` unchanged.
def exists_alias(self, using=None, **kwargs): """ Return a boolean indicating whether given alias exists for this index. Any additional keyword arguments will be passed to ``Elasticsearch.indices.exists_alias`` unchanged. """ return self._get_connection(using).indices.ex...
Retrieve a specified alias. Any additional keyword arguments will be passed to ``Elasticsearch.indices.get_alias`` unchanged.
def get_alias(self, using=None, **kwargs): """ Retrieve a specified alias. Any additional keyword arguments will be passed to ``Elasticsearch.indices.get_alias`` unchanged. """ return self._get_connection(using).indices.get_alias(index=self._name, **kwargs)
Delete specific alias. Any additional keyword arguments will be passed to ``Elasticsearch.indices.delete_alias`` unchanged.
def delete_alias(self, using=None, **kwargs): """ Delete specific alias. Any additional keyword arguments will be passed to ``Elasticsearch.indices.delete_alias`` unchanged. """ return self._get_connection(using).indices.delete_alias(index=self._name, **kwargs)
Retrieve settings for the index. Any additional keyword arguments will be passed to ``Elasticsearch.indices.get_settings`` unchanged.
def get_settings(self, using=None, **kwargs): """ Retrieve settings for the index. Any additional keyword arguments will be passed to ``Elasticsearch.indices.get_settings`` unchanged. """ return self._get_connection(using).indices.get_settings(index=self._name, **kwargs)
Change specific index level settings in real time. Any additional keyword arguments will be passed to ``Elasticsearch.indices.put_settings`` unchanged.
def put_settings(self, using=None, **kwargs): """ Change specific index level settings in real time. Any additional keyword arguments will be passed to ``Elasticsearch.indices.put_settings`` unchanged. """ return self._get_connection(using).indices.put_settings(index=sel...
Retrieve statistics on different operations happening on the index. Any additional keyword arguments will be passed to ``Elasticsearch.indices.stats`` unchanged.
def stats(self, using=None, **kwargs): """ Retrieve statistics on different operations happening on the index. Any additional keyword arguments will be passed to ``Elasticsearch.indices.stats`` unchanged. """ return self._get_connection(using).indices.stats(index=self._n...
Provide low level segments information that a Lucene index (shard level) is built with. Any additional keyword arguments will be passed to ``Elasticsearch.indices.segments`` unchanged.
def segments(self, using=None, **kwargs): """ Provide low level segments information that a Lucene index (shard level) is built with. Any additional keyword arguments will be passed to ``Elasticsearch.indices.segments`` unchanged. """ return self._get_connection(...
Validate a potentially expensive query without executing it. Any additional keyword arguments will be passed to ``Elasticsearch.indices.validate_query`` unchanged.
def validate_query(self, using=None, **kwargs): """ Validate a potentially expensive query without executing it. Any additional keyword arguments will be passed to ``Elasticsearch.indices.validate_query`` unchanged. """ return self._get_connection(using).indices.validate...
Clear all caches or specific cached associated with the index. Any additional keyword arguments will be passed to ``Elasticsearch.indices.clear_cache`` unchanged.
def clear_cache(self, using=None, **kwargs): """ Clear all caches or specific cached associated with the index. Any additional keyword arguments will be passed to ``Elasticsearch.indices.clear_cache`` unchanged. """ return self._get_connection(using).indices.clear_cache(...
The indices recovery API provides insight into on-going shard recoveries for the index. Any additional keyword arguments will be passed to ``Elasticsearch.indices.recovery`` unchanged.
def recovery(self, using=None, **kwargs): """ The indices recovery API provides insight into on-going shard recoveries for the index. Any additional keyword arguments will be passed to ``Elasticsearch.indices.recovery`` unchanged. """ return self._get_connection(...
Upgrade the index to the latest format. Any additional keyword arguments will be passed to ``Elasticsearch.indices.upgrade`` unchanged.
def upgrade(self, using=None, **kwargs): """ Upgrade the index to the latest format. Any additional keyword arguments will be passed to ``Elasticsearch.indices.upgrade`` unchanged. """ return self._get_connection(using).indices.upgrade(index=self._name, **kwargs)
Monitor how much of the index is upgraded. Any additional keyword arguments will be passed to ``Elasticsearch.indices.get_upgrade`` unchanged.
def get_upgrade(self, using=None, **kwargs): """ Monitor how much of the index is upgraded. Any additional keyword arguments will be passed to ``Elasticsearch.indices.get_upgrade`` unchanged. """ return self._get_connection(using).indices.get_upgrade(index=self._name, **...
Perform a normal flush, then add a generated unique marker (sync_id) to all shards. Any additional keyword arguments will be passed to ``Elasticsearch.indices.flush_synced`` unchanged.
def flush_synced(self, using=None, **kwargs): """ Perform a normal flush, then add a generated unique marker (sync_id) to all shards. Any additional keyword arguments will be passed to ``Elasticsearch.indices.flush_synced`` unchanged. """ return self._get_connect...
Provides store information for shard copies of the index. Store information reports on which nodes shard copies exist, the shard copy version, indicating how recent they are, and any exceptions encountered while opening the shard index or from earlier engine failure. Any additional keyw...
def shard_stores(self, using=None, **kwargs): """ Provides store information for shard copies of the index. Store information reports on which nodes shard copies exist, the shard copy version, indicating how recent they are, and any exceptions encountered while opening the shard ...
The force merge API allows to force merging of the index through an API. The merge relates to the number of segments a Lucene index holds within each shard. The force merge operation allows to reduce the number of segments by merging them. This call will block until the merge is complet...
def forcemerge(self, using=None, **kwargs): """ The force merge API allows to force merging of the index through an API. The merge relates to the number of segments a Lucene index holds within each shard. The force merge operation allows to reduce the number of segments by mergin...
The shrink index API allows you to shrink an existing index into a new index with fewer primary shards. The number of primary shards in the target index must be a factor of the shards in the source index. For example an index with 8 primary shards can be shrunk into 4, 2 or 1 primary sha...
def shrink(self, using=None, **kwargs): """ The shrink index API allows you to shrink an existing index into a new index with fewer primary shards. The number of primary shards in the target index must be a factor of the shards in the source index. For example an index with 8 pri...
Configure multiple connections at once, useful for passing in config dictionaries obtained from other sources, like Django's settings or a configuration management tool. Example:: connections.configure( default={'hosts': 'localhost'}, dev={'hosts': [...
def configure(self, **kwargs): """ Configure multiple connections at once, useful for passing in config dictionaries obtained from other sources, like Django's settings or a configuration management tool. Example:: connections.configure( default={'ho...
Remove connection from the registry. Raises ``KeyError`` if connection wasn't found.
def remove_connection(self, alias): """ Remove connection from the registry. Raises ``KeyError`` if connection wasn't found. """ errors = 0 for d in (self._conns, self._kwargs): try: del d[alias] except KeyError: err...
Construct an instance of ``elasticsearch.Elasticsearch`` and register it under given alias.
def create_connection(self, alias='default', **kwargs): """ Construct an instance of ``elasticsearch.Elasticsearch`` and register it under given alias. """ kwargs.setdefault('serializer', serializer) conn = self._conns[alias] = Elasticsearch(**kwargs) return conn
Retrieve a connection, construct it if necessary (only configuration was passed to us). If a non-string alias has been passed through we assume it's already a client instance and will just return it as-is. Raises ``KeyError`` if no client (or its definition) is registered under the alia...
def get_connection(self, alias='default'): """ Retrieve a connection, construct it if necessary (only configuration was passed to us). If a non-string alias has been passed through we assume it's already a client instance and will just return it as-is. Raises ``KeyError`` if no ...
Create the index template in elasticsearch specifying the mappings and any settings to be used. This can be run at any time, ideally at every new code deploy.
def setup(): """ Create the index template in elasticsearch specifying the mappings and any settings to be used. This can be run at any time, ideally at every new code deploy. """ # create an index template index_template = BlogPost._index.as_template(ALIAS, PATTERN) # upload the templat...
Upgrade function that creates a new index for the data. Optionally it also can (and by default will) reindex previous copy of the data into the new index (specify ``move_data=False`` to skip this step) and update the alias to point to the latest index (set ``update_alias=False`` to skip). Note that whi...
def migrate(move_data=True, update_alias=True): """ Upgrade function that creates a new index for the data. Optionally it also can (and by default will) reindex previous copy of the data into the new index (specify ``move_data=False`` to skip this step) and update the alias to point to the latest in...
Use the Analyze API of elasticsearch to test the outcome of this analyzer. :arg text: Text to be analyzed :arg using: connection alias to use, defaults to ``'default'`` :arg explain: will output all token attributes for each token. You can filter token attributes you want to output ...
def simulate(self, text, using='default', explain=False, attributes=None): """ Use the Analyze API of elasticsearch to test the outcome of this analyzer. :arg text: Text to be analyzed :arg using: connection alias to use, defaults to ``'default'`` :arg explain: will output all t...
Get answers either from inner_hits already present or by searching elasticsearch.
def get_answers(self): """ Get answers either from inner_hits already present or by searching elasticsearch. """ if 'inner_hits' in self.meta and 'answer' in self.meta.inner_hits: return self.meta.inner_hits.answer.hits return list(self.search_answers())
Return the aggregation object.
def get_aggregation(self): """ Return the aggregation object. """ agg = A(self.agg_type, **self._params) if self._metric: agg.metric('metric', self._metric) return agg
Construct a filter.
def add_filter(self, filter_values): """ Construct a filter. """ if not filter_values: return f = self.get_value_filter(filter_values[0]) for v in filter_values[1:]: f |= self.get_value_filter(v) return f
Turn the raw bucket data into a list of tuples containing the key, number of documents and a flag indicating whether this value has been selected or not.
def get_values(self, data, filter_values): """ Turn the raw bucket data into a list of tuples containing the key, number of documents and a flag indicating whether this value has been selected or not. """ out = [] for bucket in data.buckets: key = self...
Add a filter for a facet.
def add_filter(self, name, filter_values): """ Add a filter for a facet. """ # normalize the value into a list if not isinstance(filter_values, (tuple, list)): if filter_values is None: return filter_values = [filter_values, ] # re...
Returns the base Search object to which the facets are added. You can customize the query by overriding this method and returning a modified search object.
def search(self): """ Returns the base Search object to which the facets are added. You can customize the query by overriding this method and returning a modified search object. """ s = Search(doc_type=self.doc_types, index=self.index, using=self.using) return s....
Add query part to ``search``. Override this if you wish to customize the query used.
def query(self, search, query): """ Add query part to ``search``. Override this if you wish to customize the query used. """ if query: if self.fields: return search.query('multi_match', fields=self.fields, query=query) else: ...
Add aggregations representing the facets selected, including potential filters.
def aggregate(self, search): """ Add aggregations representing the facets selected, including potential filters. """ for f, facet in iteritems(self.facets): agg = facet.get_aggregation() agg_filter = MatchAll() for field, filter in iteritems(se...
Add a ``post_filter`` to the search request narrowing the results based on the facet filters.
def filter(self, search): """ Add a ``post_filter`` to the search request narrowing the results based on the facet filters. """ if not self._filters: return search post_filter = MatchAll() for f in itervalues(self._filters): post_filter &=...
Add highlighting for all the fields
def highlight(self, search): """ Add highlighting for all the fields """ return search.highlight(*(f if '^' not in f else f.split('^', 1)[0] for f in self.fields))
Add sorting information to the request.
def sort(self, search): """ Add sorting information to the request. """ if self._sort: search = search.sort(*self._sort) return search
Construct the ``Search`` object.
def build_search(self): """ Construct the ``Search`` object. """ s = self.search() s = self.query(s, self._query) s = self.filter(s) if self.fields: s = self.highlight(s) s = self.sort(s) self.aggregate(s) return s
Execute the search and return the response.
def execute(self): """ Execute the search and return the response. """ r = self._s.execute() r._faceted_search = self return r
Specify query params to be used when executing the search. All the keyword arguments will override the current values. See https://elasticsearch-py.readthedocs.io/en/master/api.html#elasticsearch.Elasticsearch.search for all available parameters. Example:: s = Search() ...
def params(self, **kwargs): """ Specify query params to be used when executing the search. All the keyword arguments will override the current values. See https://elasticsearch-py.readthedocs.io/en/master/api.html#elasticsearch.Elasticsearch.search for all available parameters. ...
Set the index for the search. If called empty it will remove all information. Example: s = Search() s = s.index('twitter-2015.01.01', 'twitter-2015.01.02') s = s.index(['twitter-2015.01.01', 'twitter-2015.01.02'])
def index(self, *index): """ Set the index for the search. If called empty it will remove all information. Example: s = Search() s = s.index('twitter-2015.01.01', 'twitter-2015.01.02') s = s.index(['twitter-2015.01.01', 'twitter-2015.01.02']) """ ...
Set the type to search through. You can supply a single value or multiple. Values can be strings or subclasses of ``Document``. You can also pass in any keyword arguments, mapping a doc_type to a callback that should be used instead of the Hit class. If no doc_type is supplied any info...
def doc_type(self, *doc_type, **kwargs): """ Set the type to search through. You can supply a single value or multiple. Values can be strings or subclasses of ``Document``. You can also pass in any keyword arguments, mapping a doc_type to a callback that should be used instead o...
Associate the search request with an elasticsearch client. A fresh copy will be returned with current instance remaining unchanged. :arg client: an instance of ``elasticsearch.Elasticsearch`` to use or an alias to look up in ``elasticsearch_dsl.connections``
def using(self, client): """ Associate the search request with an elasticsearch client. A fresh copy will be returned with current instance remaining unchanged. :arg client: an instance of ``elasticsearch.Elasticsearch`` to use or an alias to look up in ``elasticsearch_dsl.c...
Add extra keys to the request body. Mostly here for backwards compatibility.
def extra(self, **kwargs): """ Add extra keys to the request body. Mostly here for backwards compatibility. """ s = self._clone() if 'from_' in kwargs: kwargs['from'] = kwargs.pop('from_') s._extra.update(kwargs) return s
Return a clone of the current search request. Performs a shallow copy of all the underlying objects. Used internally by most state modifying APIs.
def _clone(self): """ Return a clone of the current search request. Performs a shallow copy of all the underlying objects. Used internally by most state modifying APIs. """ s = super(Search, self)._clone() s._response_class = self._response_class s._sort ...
Override the default wrapper used for the response.
def response_class(self, cls): """ Override the default wrapper used for the response. """ s = self._clone() s._response_class = cls return s
Apply options from a serialized body to the current instance. Modifies the object in-place. Used mostly by ``from_dict``.
def update_from_dict(self, d): """ Apply options from a serialized body to the current instance. Modifies the object in-place. Used mostly by ``from_dict``. """ d = d.copy() if 'query' in d: self.query._proxied = Q(d.pop('query')) if 'post_filter' in d...
Define script fields to be calculated on hits. See https://www.elastic.co/guide/en/elasticsearch/reference/current/search-request-script-fields.html for more details. Example:: s = Search() s = s.script_fields(times_two="doc['field'].value * 2") s = s.script...
def script_fields(self, **kwargs): """ Define script fields to be calculated on hits. See https://www.elastic.co/guide/en/elasticsearch/reference/current/search-request-script-fields.html for more details. Example:: s = Search() s = s.script_fields(times...
Selectively control how the _source field is returned. :arg fields: wildcard string, array of wildcards, or dictionary of includes and excludes If ``fields`` is None, the entire document will be returned for each hit. If fields is a dictionary with keys of 'include' and/or 'exclude' t...
def source(self, fields=None, **kwargs): """ Selectively control how the _source field is returned. :arg fields: wildcard string, array of wildcards, or dictionary of includes and excludes If ``fields`` is None, the entire document will be returned for each hit. If fields is a...
Add sorting information to the search request. If called without arguments it will remove all sort requirements. Otherwise it will replace them. Acceptable arguments are:: 'some.field' '-some.other.field' {'different.field': {'any': 'dict'}} so for example::...
def sort(self, *keys): """ Add sorting information to the search request. If called without arguments it will remove all sort requirements. Otherwise it will replace them. Acceptable arguments are:: 'some.field' '-some.other.field' {'different.field':...
Update the global highlighting options used for this request. For example:: s = Search() s = s.highlight_options(order='score')
def highlight_options(self, **kwargs): """ Update the global highlighting options used for this request. For example:: s = Search() s = s.highlight_options(order='score') """ s = self._clone() s._highlight_opts.update(kwargs) return s
Request highlighting of some fields. All keyword arguments passed in will be used as parameters for all the fields in the ``fields`` parameter. Example:: Search().highlight('title', 'body', fragment_size=50) will produce the equivalent of:: { "highlight": { ...
def highlight(self, *fields, **kwargs): """ Request highlighting of some fields. All keyword arguments passed in will be used as parameters for all the fields in the ``fields`` parameter. Example:: Search().highlight('title', 'body', fragment_size=50) will produce the equiv...
Add a suggestions request to the search. :arg name: name of the suggestion :arg text: text to suggest on All keyword arguments will be added to the suggestions body. For example:: s = Search() s = s.suggest('suggestion-1', 'Elasticsearch', term={'field': 'body'})
def suggest(self, name, text, **kwargs): """ Add a suggestions request to the search. :arg name: name of the suggestion :arg text: text to suggest on All keyword arguments will be added to the suggestions body. For example:: s = Search() s = s.suggest('...
Serialize the search into the dictionary that will be sent over as the request's body. :arg count: a flag to specify if we are interested in a body for count - no aggregations, no pagination bounds etc. All additional keyword arguments will be included into the dictionary.
def to_dict(self, count=False, **kwargs): """ Serialize the search into the dictionary that will be sent over as the request's body. :arg count: a flag to specify if we are interested in a body for count - no aggregations, no pagination bounds etc. All additional ke...
Return the number of hits matching the query and filters. Note that only the actual number is returned.
def count(self): """ Return the number of hits matching the query and filters. Note that only the actual number is returned. """ if hasattr(self, '_response'): return self._response.hits.total es = connections.get_connection(self._using) d = self.to_...
Execute the search and return an instance of ``Response`` wrapping all the data. :arg ignore_cache: if set to ``True``, consecutive calls will hit ES, while cached result will be ignored. Defaults to `False`
def execute(self, ignore_cache=False): """ Execute the search and return an instance of ``Response`` wrapping all the data. :arg ignore_cache: if set to ``True``, consecutive calls will hit ES, while cached result will be ignored. Defaults to `False` """ if i...
Turn the search into a scan search and return a generator that will iterate over all the documents matching the query. Use ``params`` method to specify any additional arguments you with to pass to the underlying ``scan`` helper from ``elasticsearch-py`` - https://elasticsearch-py.readth...
def scan(self): """ Turn the search into a scan search and return a generator that will iterate over all the documents matching the query. Use ``params`` method to specify any additional arguments you with to pass to the underlying ``scan`` helper from ``elasticsearch-py`` - ...
delete() executes the query by delegating to delete_by_query()
def delete(self): """ delete() executes the query by delegating to delete_by_query() """ es = connections.get_connection(self._using) return AttrDict( es.delete_by_query( index=self._index, body=self.to_dict(), **self....
Adds a new :class:`~elasticsearch_dsl.Search` object to the request:: ms = MultiSearch(index='my-index') ms = ms.add(Search(doc_type=Category).filter('term', category='python')) ms = ms.add(Search(doc_type=Blog))
def add(self, search): """ Adds a new :class:`~elasticsearch_dsl.Search` object to the request:: ms = MultiSearch(index='my-index') ms = ms.add(Search(doc_type=Category).filter('term', category='python')) ms = ms.add(Search(doc_type=Blog)) """ ms = se...
Execute the multi search request and return a list of search results.
def execute(self, ignore_cache=False, raise_on_error=True): """ Execute the multi search request and return a list of search results. """ if ignore_cache or not hasattr(self, '_response'): es = connections.get_connection(self._using) responses = es.msearch( ...
Create a tar file from all the files under 'base_dir'. This file may be compressed. :param compress: Compression algorithms. Supported algorithms are: 'gzip': (the default) 'compress' 'bzip2' None For 'gzip' and 'bzip2' the internal tarfile module will be used. For 'comp...
def make_tarball( base_name, base_dir, compress="gzip", verbose=0, dry_run=0, owner=None, group=None, ): """Create a tar file from all the files under 'base_dir'. This file may be compressed. :param compress: Compression algorithms. Supported algorithms are: 'gzip': (the...
Start the GSS-API / SSPI Authenticated Diffie-Hellman Key Exchange.
def start_kex(self): """ Start the GSS-API / SSPI Authenticated Diffie-Hellman Key Exchange. """ self._generate_x() if self.transport.server_mode: # compute f = g^x mod p, but don't send it yet self.f = pow(self.G, self.x, self.P) self.transpor...
Parse the next packet. :param ptype: The (string) type of the incoming packet :param `.Message` m: The paket content
def parse_next(self, ptype, m): """ Parse the next packet. :param ptype: The (string) type of the incoming packet :param `.Message` m: The paket content """ if self.transport.server_mode and (ptype == MSG_KEXGSS_INIT): return self._parse_kexgss_init(m) ...
Parse the SSH2_MSG_KEXGSS_HOSTKEY message (client mode). :param `.Message` m: The content of the SSH2_MSG_KEXGSS_HOSTKEY message
def _parse_kexgss_hostkey(self, m): """ Parse the SSH2_MSG_KEXGSS_HOSTKEY message (client mode). :param `.Message` m: The content of the SSH2_MSG_KEXGSS_HOSTKEY message """ # client mode host_key = m.get_string() self.transport.host_key = host_key sig = m...
Parse the SSH2_MSG_KEXGSS_CONTINUE message. :param `.Message` m: The content of the SSH2_MSG_KEXGSS_CONTINUE message
def _parse_kexgss_continue(self, m): """ Parse the SSH2_MSG_KEXGSS_CONTINUE message. :param `.Message` m: The content of the SSH2_MSG_KEXGSS_CONTINUE message """ if not self.transport.server_mode: srv_token = m.get_string() m = Message() ...
Parse the SSH2_MSG_KEXGSS_COMPLETE message (client mode). :param `.Message` m: The content of the SSH2_MSG_KEXGSS_COMPLETE message
def _parse_kexgss_complete(self, m): """ Parse the SSH2_MSG_KEXGSS_COMPLETE message (client mode). :param `.Message` m: The content of the SSH2_MSG_KEXGSS_COMPLETE message """ # client mode if self.transport.host_key is None: self.transport.host_k...
Parse the SSH2_MSG_KEXGSS_INIT message (server mode). :param `.Message` m: The content of the SSH2_MSG_KEXGSS_INIT message
def _parse_kexgss_init(self, m): """ Parse the SSH2_MSG_KEXGSS_INIT message (server mode). :param `.Message` m: The content of the SSH2_MSG_KEXGSS_INIT message """ # server mode client_token = m.get_string() self.e = m.get_mpint() if (self.e < 1) or (self...
Start the GSS-API / SSPI Authenticated Diffie-Hellman Group Exchange
def start_kex(self): """ Start the GSS-API / SSPI Authenticated Diffie-Hellman Group Exchange """ if self.transport.server_mode: self.transport._expect_packet(MSG_KEXGSS_GROUPREQ) return # request a bit range: we accept (min_bits) to (max_bits), but prefer...
Parse the next packet. :param ptype: The (string) type of the incoming packet :param `.Message` m: The paket content
def parse_next(self, ptype, m): """ Parse the next packet. :param ptype: The (string) type of the incoming packet :param `.Message` m: The paket content """ if ptype == MSG_KEXGSS_GROUPREQ: return self._parse_kexgss_groupreq(m) elif ptype == MSG_KEXGS...
Parse the SSH2_MSG_KEXGSS_GROUP message (client mode). :param `Message` m: The content of the SSH2_MSG_KEXGSS_GROUP message
def _parse_kexgss_group(self, m): """ Parse the SSH2_MSG_KEXGSS_GROUP message (client mode). :param `Message` m: The content of the SSH2_MSG_KEXGSS_GROUP message """ self.p = m.get_mpint() self.g = m.get_mpint() # reject if p's bit length < 1024 or > 8192 ...
Parse the SSH2_MSG_KEXGSS_COMPLETE message (client mode). :param `Message` m: The content of the SSH2_MSG_KEXGSS_COMPLETE message
def _parse_kexgss_complete(self, m): """ Parse the SSH2_MSG_KEXGSS_COMPLETE message (client mode). :param `Message` m: The content of the SSH2_MSG_KEXGSS_COMPLETE message """ if self.transport.host_key is None: self.transport.host_key = NullHostKey() self.f =...
Parse the SSH2_MSG_KEXGSS_ERROR message (client mode). The server may send a GSS-API error message. if it does, we display the error by throwing an exception (client mode). :param `Message` m: The content of the SSH2_MSG_KEXGSS_ERROR message :raise SSHException: Contains GSS-API major ...
def _parse_kexgss_error(self, m): """ Parse the SSH2_MSG_KEXGSS_ERROR message (client mode). The server may send a GSS-API error message. if it does, we display the error by throwing an exception (client mode). :param `Message` m: The content of the SSH2_MSG_KEXGSS_ERROR messag...
Create an `.SFTPAttributes` object from an existing ``stat`` object (an object returned by `os.stat`). :param object obj: an object returned by `os.stat` (or equivalent). :param str filename: the filename associated with this file. :return: new `.SFTPAttributes` object with the same att...
def from_stat(cls, obj, filename=None): """ Create an `.SFTPAttributes` object from an existing ``stat`` object (an object returned by `os.stat`). :param object obj: an object returned by `os.stat` (or equivalent). :param str filename: the filename associated with this file. ...
Generate a new private RSA key. This factory function can be used to generate a new host key or authentication key. :param int bits: number of bits the generated key should be. :param progress_func: Unused :return: new `.RSAKey` private key
def generate(bits, progress_func=None): """ Generate a new private RSA key. This factory function can be used to generate a new host key or authentication key. :param int bits: number of bits the generated key should be. :param progress_func: Unused :return: new `.RSAKe...
if a block of data is present in the prefetch buffers, at the given offset, return the offset of the relevant prefetch buffer. otherwise, return None. this guarantees nothing about the number of bytes collected in the prefetch buffer so far.
def _data_in_prefetch_buffers(self, offset): """ if a block of data is present in the prefetch buffers, at the given offset, return the offset of the relevant prefetch buffer. otherwise, return None. this guarantees nothing about the number of bytes collected in the prefetch bu...
Set the file's current position. See `file.seek` for details.
def seek(self, offset, whence=0): """ Set the file's current position. See `file.seek` for details. """ self.flush() if whence == self.SEEK_SET: self._realpos = self._pos = offset elif whence == self.SEEK_CUR: self._pos += offset ...
Retrieve information about this file from the remote system. This is exactly like `.SFTPClient.stat`, except that it operates on an already-open file. :returns: an `.SFTPAttributes` object containing attributes about this file.
def stat(self): """ Retrieve information about this file from the remote system. This is exactly like `.SFTPClient.stat`, except that it operates on an already-open file. :returns: an `.SFTPAttributes` object containing attributes about this file. """ ...
Change the size of this file. This usually extends or shrinks the size of the file, just like the ``truncate()`` method on Python file objects. :param size: the new size of the file
def truncate(self, size): """ Change the size of this file. This usually extends or shrinks the size of the file, just like the ``truncate()`` method on Python file objects. :param size: the new size of the file """ self.sftp._log( DEBUG, "truncate({...
Ask the server for a hash of a section of this file. This can be used to verify a successful upload or download, or for various rsync-like operations. The file is hashed from ``offset``, for ``length`` bytes. If ``length`` is 0, the remainder of the file is hashed. Thus, if both ...
def check(self, hash_algorithm, offset=0, length=0, block_size=0): """ Ask the server for a hash of a section of this file. This can be used to verify a successful upload or download, or for various rsync-like operations. The file is hashed from ``offset``, for ``length`` bytes...
Pre-fetch the remaining contents of this file in anticipation of future `.read` calls. If reading the entire file, pre-fetching can dramatically improve the download speed by avoiding roundtrip latency. The file's contents are incrementally buffered in a background thread. The prefetch...
def prefetch(self, file_size=None): """ Pre-fetch the remaining contents of this file in anticipation of future `.read` calls. If reading the entire file, pre-fetching can dramatically improve the download speed by avoiding roundtrip latency. The file's contents are incrementall...
Read a set of blocks from the file by (offset, length). This is more efficient than doing a series of `.seek` and `.read` calls, since the prefetch machinery is used to retrieve all the requested blocks at once. :param chunks: a list of ``(offset, length)`` tuples indicatin...
def readv(self, chunks): """ Read a set of blocks from the file by (offset, length). This is more efficient than doing a series of `.seek` and `.read` calls, since the prefetch machinery is used to retrieve all the requested blocks at once. :param chunks: a ...
if there's a saved exception, raise & clear it
def _check_exception(self): """if there's a saved exception, raise & clear it""" if self._saved_exception is not None: x = self._saved_exception self._saved_exception = None raise x