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async_search.py
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# Licensed to Elasticsearch B.V. under one or more contributor
# license agreements. See the NOTICE file distributed with
# this work for additional information regarding copyright
# ownership. Elasticsearch B.V. licenses this file to you under
# the Apache License, Version 2.0 (the "License"); you may
# not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.
import typing as t
from elastic_transport import ObjectApiResponse
from ._base import NamespacedClient
from .utils import SKIP_IN_PATH, _quote, _rewrite_parameters
class AsyncSearchClient(NamespacedClient):
@_rewrite_parameters()
async def delete(
self,
*,
id: str,
error_trace: t.Optional[bool] = None,
filter_path: t.Optional[t.Union[str, t.Sequence[str]]] = None,
human: t.Optional[bool] = None,
pretty: t.Optional[bool] = None,
) -> ObjectApiResponse[t.Any]:
"""
Deletes an async search by ID. If the search is still running, the search request
will be cancelled. Otherwise, the saved search results are deleted.
`<https://www.elastic.co/guide/en/elasticsearch/reference/master/async-search.html>`_
:param id: A unique identifier for the async search.
"""
if id in SKIP_IN_PATH:
raise ValueError("Empty value passed for parameter 'id'")
__path = f"/_async_search/{_quote(id)}"
__query: t.Dict[str, t.Any] = {}
if error_trace is not None:
__query["error_trace"] = error_trace
if filter_path is not None:
__query["filter_path"] = filter_path
if human is not None:
__query["human"] = human
if pretty is not None:
__query["pretty"] = pretty
__headers = {"accept": "application/json"}
return await self.perform_request( # type: ignore[return-value]
"DELETE", __path, params=__query, headers=__headers
)
@_rewrite_parameters()
async def get(
self,
*,
id: str,
error_trace: t.Optional[bool] = None,
filter_path: t.Optional[t.Union[str, t.Sequence[str]]] = None,
human: t.Optional[bool] = None,
keep_alive: t.Optional[t.Union["t.Literal[-1]", "t.Literal[0]", str]] = None,
pretty: t.Optional[bool] = None,
typed_keys: t.Optional[bool] = None,
wait_for_completion_timeout: t.Optional[
t.Union["t.Literal[-1]", "t.Literal[0]", str]
] = None,
) -> ObjectApiResponse[t.Any]:
"""
Retrieves the results of a previously submitted async search request given its
ID.
`<https://www.elastic.co/guide/en/elasticsearch/reference/master/async-search.html>`_
:param id: A unique identifier for the async search.
:param keep_alive: Specifies how long the async search should be available in
the cluster. When not specified, the `keep_alive` set with the corresponding
submit async request will be used. Otherwise, it is possible to override
the value and extend the validity of the request. When this period expires,
the search, if still running, is cancelled. If the search is completed, its
saved results are deleted.
:param typed_keys: Specify whether aggregation and suggester names should be
prefixed by their respective types in the response
:param wait_for_completion_timeout: Specifies to wait for the search to be completed
up until the provided timeout. Final results will be returned if available
before the timeout expires, otherwise the currently available results will
be returned once the timeout expires. By default no timeout is set meaning
that the currently available results will be returned without any additional
wait.
"""
if id in SKIP_IN_PATH:
raise ValueError("Empty value passed for parameter 'id'")
__path = f"/_async_search/{_quote(id)}"
__query: t.Dict[str, t.Any] = {}
if error_trace is not None:
__query["error_trace"] = error_trace
if filter_path is not None:
__query["filter_path"] = filter_path
if human is not None:
__query["human"] = human
if keep_alive is not None:
__query["keep_alive"] = keep_alive
if pretty is not None:
__query["pretty"] = pretty
if typed_keys is not None:
__query["typed_keys"] = typed_keys
if wait_for_completion_timeout is not None:
__query["wait_for_completion_timeout"] = wait_for_completion_timeout
__headers = {"accept": "application/json"}
return await self.perform_request( # type: ignore[return-value]
"GET", __path, params=__query, headers=__headers
)
@_rewrite_parameters()
async def status(
self,
*,
id: str,
error_trace: t.Optional[bool] = None,
filter_path: t.Optional[t.Union[str, t.Sequence[str]]] = None,
human: t.Optional[bool] = None,
pretty: t.Optional[bool] = None,
) -> ObjectApiResponse[t.Any]:
"""
Retrieves the status of a previously submitted async search request given its
ID.
`<https://www.elastic.co/guide/en/elasticsearch/reference/master/async-search.html>`_
:param id: A unique identifier for the async search.
"""
if id in SKIP_IN_PATH:
raise ValueError("Empty value passed for parameter 'id'")
__path = f"/_async_search/status/{_quote(id)}"
__query: t.Dict[str, t.Any] = {}
if error_trace is not None:
__query["error_trace"] = error_trace
if filter_path is not None:
__query["filter_path"] = filter_path
if human is not None:
__query["human"] = human
if pretty is not None:
__query["pretty"] = pretty
__headers = {"accept": "application/json"}
return await self.perform_request( # type: ignore[return-value]
"GET", __path, params=__query, headers=__headers
)
@_rewrite_parameters(
body_fields=(
"aggregations",
"aggs",
"collapse",
"docvalue_fields",
"explain",
"ext",
"fields",
"from_",
"highlight",
"indices_boost",
"knn",
"min_score",
"pit",
"post_filter",
"profile",
"query",
"rescore",
"runtime_mappings",
"script_fields",
"search_after",
"seq_no_primary_term",
"size",
"slice",
"sort",
"source",
"stats",
"stored_fields",
"suggest",
"terminate_after",
"timeout",
"track_scores",
"track_total_hits",
"version",
),
parameter_aliases={
"_source": "source",
"_source_excludes": "source_excludes",
"_source_includes": "source_includes",
"from": "from_",
},
)
async def submit(
self,
*,
index: t.Optional[t.Union[str, t.Sequence[str]]] = None,
aggregations: t.Optional[t.Mapping[str, t.Mapping[str, t.Any]]] = None,
aggs: t.Optional[t.Mapping[str, t.Mapping[str, t.Any]]] = None,
allow_no_indices: t.Optional[bool] = None,
allow_partial_search_results: t.Optional[bool] = None,
analyze_wildcard: t.Optional[bool] = None,
analyzer: t.Optional[str] = None,
batched_reduce_size: t.Optional[int] = None,
ccs_minimize_roundtrips: t.Optional[bool] = None,
collapse: t.Optional[t.Mapping[str, t.Any]] = None,
default_operator: t.Optional[t.Union["t.Literal['and', 'or']", str]] = None,
df: t.Optional[str] = None,
docvalue_fields: t.Optional[t.Sequence[t.Mapping[str, t.Any]]] = None,
error_trace: t.Optional[bool] = None,
expand_wildcards: t.Optional[
t.Union[
t.Sequence[
t.Union["t.Literal['all', 'closed', 'hidden', 'none', 'open']", str]
],
t.Union["t.Literal['all', 'closed', 'hidden', 'none', 'open']", str],
]
] = None,
explain: t.Optional[bool] = None,
ext: t.Optional[t.Mapping[str, t.Any]] = None,
fields: t.Optional[t.Sequence[t.Mapping[str, t.Any]]] = None,
filter_path: t.Optional[t.Union[str, t.Sequence[str]]] = None,
from_: t.Optional[int] = None,
highlight: t.Optional[t.Mapping[str, t.Any]] = None,
human: t.Optional[bool] = None,
ignore_throttled: t.Optional[bool] = None,
ignore_unavailable: t.Optional[bool] = None,
indices_boost: t.Optional[t.Sequence[t.Mapping[str, float]]] = None,
keep_alive: t.Optional[t.Union["t.Literal[-1]", "t.Literal[0]", str]] = None,
keep_on_completion: t.Optional[bool] = None,
knn: t.Optional[
t.Union[t.Mapping[str, t.Any], t.Sequence[t.Mapping[str, t.Any]]]
] = None,
lenient: t.Optional[bool] = None,
max_concurrent_shard_requests: t.Optional[int] = None,
min_compatible_shard_node: t.Optional[str] = None,
min_score: t.Optional[float] = None,
pit: t.Optional[t.Mapping[str, t.Any]] = None,
post_filter: t.Optional[t.Mapping[str, t.Any]] = None,
pre_filter_shard_size: t.Optional[int] = None,
preference: t.Optional[str] = None,
pretty: t.Optional[bool] = None,
profile: t.Optional[bool] = None,
q: t.Optional[str] = None,
query: t.Optional[t.Mapping[str, t.Any]] = None,
request_cache: t.Optional[bool] = None,
rescore: t.Optional[
t.Union[t.Mapping[str, t.Any], t.Sequence[t.Mapping[str, t.Any]]]
] = None,
rest_total_hits_as_int: t.Optional[bool] = None,
routing: t.Optional[str] = None,
runtime_mappings: t.Optional[t.Mapping[str, t.Mapping[str, t.Any]]] = None,
script_fields: t.Optional[t.Mapping[str, t.Mapping[str, t.Any]]] = None,
scroll: t.Optional[t.Union["t.Literal[-1]", "t.Literal[0]", str]] = None,
search_after: t.Optional[
t.Sequence[t.Union[None, bool, float, int, str, t.Any]]
] = None,
search_type: t.Optional[
t.Union["t.Literal['dfs_query_then_fetch', 'query_then_fetch']", str]
] = None,
seq_no_primary_term: t.Optional[bool] = None,
size: t.Optional[int] = None,
slice: t.Optional[t.Mapping[str, t.Any]] = None,
sort: t.Optional[
t.Union[
t.Sequence[t.Union[str, t.Mapping[str, t.Any]]],
t.Union[str, t.Mapping[str, t.Any]],
]
] = None,
source: t.Optional[t.Union[bool, t.Mapping[str, t.Any]]] = None,
source_excludes: t.Optional[t.Union[str, t.Sequence[str]]] = None,
source_includes: t.Optional[t.Union[str, t.Sequence[str]]] = None,
stats: t.Optional[t.Sequence[str]] = None,
stored_fields: t.Optional[t.Union[str, t.Sequence[str]]] = None,
suggest: t.Optional[t.Mapping[str, t.Any]] = None,
suggest_field: t.Optional[str] = None,
suggest_mode: t.Optional[
t.Union["t.Literal['always', 'missing', 'popular']", str]
] = None,
suggest_size: t.Optional[int] = None,
suggest_text: t.Optional[str] = None,
terminate_after: t.Optional[int] = None,
timeout: t.Optional[str] = None,
track_scores: t.Optional[bool] = None,
track_total_hits: t.Optional[t.Union[bool, int]] = None,
typed_keys: t.Optional[bool] = None,
version: t.Optional[bool] = None,
wait_for_completion_timeout: t.Optional[
t.Union["t.Literal[-1]", "t.Literal[0]", str]
] = None,
body: t.Optional[t.Dict[str, t.Any]] = None,
) -> ObjectApiResponse[t.Any]:
"""
Executes a search request asynchronously.
`<https://www.elastic.co/guide/en/elasticsearch/reference/master/async-search.html>`_
:param index: A comma-separated list of index names to search; use `_all` or
empty string to perform the operation on all indices
:param aggregations:
:param aggs:
:param 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)
:param allow_partial_search_results: Indicate if an error should be returned
if there is a partial search failure or timeout
:param analyze_wildcard: Specify whether wildcard and prefix queries should be
analyzed (default: false)
:param analyzer: The analyzer to use for the query string
:param batched_reduce_size: Affects how often partial results become available,
which happens whenever shard results are reduced. A partial reduction is
performed every time the coordinating node has received a certain number
of new shard responses (5 by default).
:param ccs_minimize_roundtrips: The default value is the only supported value.
:param collapse:
:param default_operator: The default operator for query string query (AND or
OR)
:param df: The field to use as default where no field prefix is given in the
query string
:param docvalue_fields: Array of wildcard (*) patterns. The request returns doc
values for field names matching these patterns in the hits.fields property
of the response.
:param expand_wildcards: Whether to expand wildcard expression to concrete indices
that are open, closed or both.
:param explain: If true, returns detailed information about score computation
as part of a hit.
:param ext: Configuration of search extensions defined by Elasticsearch plugins.
:param fields: Array of wildcard (*) patterns. The request returns values for
field names matching these patterns in the hits.fields property of the response.
:param highlight:
:param ignore_throttled: Whether specified concrete, expanded or aliased indices
should be ignored when throttled
:param ignore_unavailable: Whether specified concrete indices should be ignored
when unavailable (missing or closed)
:param indices_boost: Boosts the _score of documents from specified indices.
:param keep_alive: Specifies how long the async search needs to be available.
Ongoing async searches and any saved search results are deleted after this
period.
:param keep_on_completion: If `true`, results are stored for later retrieval
when the search completes within the `wait_for_completion_timeout`.
:param knn: Defines the approximate kNN search to run.
:param lenient: Specify whether format-based query failures (such as providing
text to a numeric field) should be ignored
:param max_concurrent_shard_requests: The number of concurrent shard requests
per node this search executes concurrently. This value should be used to
limit the impact of the search on the cluster in order to limit the number
of concurrent shard requests
:param min_compatible_shard_node:
:param min_score: Minimum _score for matching documents. Documents with a lower
_score are not included in the search results.
:param pit: Limits the search to a point in time (PIT). If you provide a PIT,
you cannot specify an <index> in the request path.
:param post_filter:
:param pre_filter_shard_size: The default value cannot be changed, which enforces
the execution of a pre-filter roundtrip to retrieve statistics from each
shard so that the ones that surely don’t hold any document matching the query
get skipped.
:param preference: Specify the node or shard the operation should be performed
on (default: random)
:param profile:
:param q: Query in the Lucene query string syntax
:param query: Defines the search definition using the Query DSL.
:param request_cache: Specify if request cache should be used for this request
or not, defaults to true
:param rescore:
:param rest_total_hits_as_int:
:param routing: A comma-separated list of specific routing values
:param runtime_mappings: Defines one or more runtime fields in the search request.
These fields take precedence over mapped fields with the same name.
:param script_fields: Retrieve a script evaluation (based on different fields)
for each hit.
:param scroll:
:param search_after:
:param search_type: Search operation type
:param seq_no_primary_term: If true, returns sequence number and primary term
of the last modification of each hit. See Optimistic concurrency control.
:param size: The number of hits to return. By default, you cannot page through
more than 10,000 hits using the from and size parameters. To page through
more hits, use the search_after parameter.
:param slice:
:param sort:
:param source: Indicates which source fields are returned for matching documents.
These fields are returned in the hits._source property of the search response.
:param source_excludes: A list of fields to exclude from the returned _source
field
:param source_includes: A list of fields to extract and return from the _source
field
:param stats: Stats groups to associate with the search. Each group maintains
a statistics aggregation for its associated searches. You can retrieve these
stats using the indices stats API.
:param stored_fields: List of stored fields to return as part of a hit. If no
fields are specified, no stored fields are included in the response. If this
field is specified, the _source parameter defaults to false. You can pass
_source: true to return both source fields and stored fields in the search
response.
:param suggest:
:param suggest_field: Specifies which field to use for suggestions.
:param suggest_mode: Specify suggest mode
:param suggest_size: How many suggestions to return in response
:param suggest_text: The source text for which the suggestions should be returned.
:param terminate_after: Maximum number of documents to collect for each shard.
If a query reaches this limit, Elasticsearch terminates the query early.
Elasticsearch collects documents before sorting. Defaults to 0, which does
not terminate query execution early.
:param timeout: Specifies the period of time to wait for a response from each
shard. If no response is received before the timeout expires, the request
fails and returns an error. Defaults to no timeout.
:param track_scores: If true, calculate and return document scores, even if the
scores are not used for sorting.
:param track_total_hits: Number of hits matching the query to count accurately.
If true, the exact number of hits is returned at the cost of some performance.
If false, the response does not include the total number of hits matching
the query. Defaults to 10,000 hits.
:param typed_keys: Specify whether aggregation and suggester names should be
prefixed by their respective types in the response
:param version: If true, returns document version as part of a hit.
:param wait_for_completion_timeout: Blocks and waits until the search is completed
up to a certain timeout. When the async search completes within the timeout,
the response won’t include the ID as the results are not stored in the cluster.
"""
if index not in SKIP_IN_PATH:
__path = f"/{_quote(index)}/_async_search"
else:
__path = "/_async_search"
__query: t.Dict[str, t.Any] = {}
__body: t.Dict[str, t.Any] = body if body is not None else {}
# The 'sort' parameter with a colon can't be encoded to the body.
if sort is not None and (
(isinstance(sort, str) and ":" in sort)
or (
isinstance(sort, (list, tuple))
and all(isinstance(_x, str) for _x in sort)
and any(":" in _x for _x in sort)
)
):
__query["sort"] = sort
sort = None
if allow_no_indices is not None:
__query["allow_no_indices"] = allow_no_indices
if allow_partial_search_results is not None:
__query["allow_partial_search_results"] = allow_partial_search_results
if analyze_wildcard is not None:
__query["analyze_wildcard"] = analyze_wildcard
if analyzer is not None:
__query["analyzer"] = analyzer
if batched_reduce_size is not None:
__query["batched_reduce_size"] = batched_reduce_size
if ccs_minimize_roundtrips is not None:
__query["ccs_minimize_roundtrips"] = ccs_minimize_roundtrips
if default_operator is not None:
__query["default_operator"] = default_operator
if df is not None:
__query["df"] = df
if error_trace is not None:
__query["error_trace"] = error_trace
if expand_wildcards is not None:
__query["expand_wildcards"] = expand_wildcards
if filter_path is not None:
__query["filter_path"] = filter_path
if human is not None:
__query["human"] = human
if ignore_throttled is not None:
__query["ignore_throttled"] = ignore_throttled
if ignore_unavailable is not None:
__query["ignore_unavailable"] = ignore_unavailable
if keep_alive is not None:
__query["keep_alive"] = keep_alive
if keep_on_completion is not None:
__query["keep_on_completion"] = keep_on_completion
if lenient is not None:
__query["lenient"] = lenient
if max_concurrent_shard_requests is not None:
__query["max_concurrent_shard_requests"] = max_concurrent_shard_requests
if min_compatible_shard_node is not None:
__query["min_compatible_shard_node"] = min_compatible_shard_node
if pre_filter_shard_size is not None:
__query["pre_filter_shard_size"] = pre_filter_shard_size
if preference is not None:
__query["preference"] = preference
if pretty is not None:
__query["pretty"] = pretty
if q is not None:
__query["q"] = q
if request_cache is not None:
__query["request_cache"] = request_cache
if rest_total_hits_as_int is not None:
__query["rest_total_hits_as_int"] = rest_total_hits_as_int
if routing is not None:
__query["routing"] = routing
if scroll is not None:
__query["scroll"] = scroll
if search_type is not None:
__query["search_type"] = search_type
if source_excludes is not None:
__query["_source_excludes"] = source_excludes
if source_includes is not None:
__query["_source_includes"] = source_includes
if suggest_field is not None:
__query["suggest_field"] = suggest_field
if suggest_mode is not None:
__query["suggest_mode"] = suggest_mode
if suggest_size is not None:
__query["suggest_size"] = suggest_size
if suggest_text is not None:
__query["suggest_text"] = suggest_text
if typed_keys is not None:
__query["typed_keys"] = typed_keys
if wait_for_completion_timeout is not None:
__query["wait_for_completion_timeout"] = wait_for_completion_timeout
if not __body:
if aggregations is not None:
__body["aggregations"] = aggregations
if aggs is not None:
__body["aggs"] = aggs
if collapse is not None:
__body["collapse"] = collapse
if docvalue_fields is not None:
__body["docvalue_fields"] = docvalue_fields
if explain is not None:
__body["explain"] = explain
if ext is not None:
__body["ext"] = ext
if fields is not None:
__body["fields"] = fields
if from_ is not None:
__body["from"] = from_
if highlight is not None:
__body["highlight"] = highlight
if indices_boost is not None:
__body["indices_boost"] = indices_boost
if knn is not None:
__body["knn"] = knn
if min_score is not None:
__body["min_score"] = min_score
if pit is not None:
__body["pit"] = pit
if post_filter is not None:
__body["post_filter"] = post_filter
if profile is not None:
__body["profile"] = profile
if query is not None:
__body["query"] = query
if rescore is not None:
__body["rescore"] = rescore
if runtime_mappings is not None:
__body["runtime_mappings"] = runtime_mappings
if script_fields is not None:
__body["script_fields"] = script_fields
if search_after is not None:
__body["search_after"] = search_after
if seq_no_primary_term is not None:
__body["seq_no_primary_term"] = seq_no_primary_term
if size is not None:
__body["size"] = size
if slice is not None:
__body["slice"] = slice
if sort is not None:
__body["sort"] = sort
if source is not None:
__body["_source"] = source
if stats is not None:
__body["stats"] = stats
if stored_fields is not None:
__body["stored_fields"] = stored_fields
if suggest is not None:
__body["suggest"] = suggest
if terminate_after is not None:
__body["terminate_after"] = terminate_after
if timeout is not None:
__body["timeout"] = timeout
if track_scores is not None:
__body["track_scores"] = track_scores
if track_total_hits is not None:
__body["track_total_hits"] = track_total_hits
if version is not None:
__body["version"] = version
if not __body:
__body = None # type: ignore[assignment]
__headers = {"accept": "application/json"}
if __body is not None:
__headers["content-type"] = "application/json"
return await self.perform_request( # type: ignore[return-value]
"POST", __path, params=__query, headers=__headers, body=__body
)