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(cherry picked from commit e4a9563) Co-authored-by: Quentin Pradet <[email protected]>
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.. _snapshot-lifecycle-management: | ||
|
||
Simulate | ||
-------- | ||
.. py:module:: elasticsearch.client | ||
:no-index: | ||
|
||
.. autoclass:: SimulateClient | ||
:members: |
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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, | ||
Stability, | ||
_quote, | ||
_rewrite_parameters, | ||
_stability_warning, | ||
) | ||
|
||
|
||
class SimulateClient(NamespacedClient): | ||
|
||
@_rewrite_parameters( | ||
body_fields=( | ||
"docs", | ||
"component_template_substitutions", | ||
"index_template_subtitutions", | ||
"mapping_addition", | ||
"pipeline_substitutions", | ||
), | ||
) | ||
@_stability_warning(Stability.EXPERIMENTAL) | ||
async def ingest( | ||
self, | ||
*, | ||
docs: t.Optional[t.Sequence[t.Mapping[str, t.Any]]] = None, | ||
index: t.Optional[str] = None, | ||
component_template_substitutions: t.Optional[ | ||
t.Mapping[str, t.Mapping[str, t.Any]] | ||
] = None, | ||
error_trace: t.Optional[bool] = None, | ||
filter_path: t.Optional[t.Union[str, t.Sequence[str]]] = None, | ||
human: t.Optional[bool] = None, | ||
index_template_subtitutions: t.Optional[ | ||
t.Mapping[str, t.Mapping[str, t.Any]] | ||
] = None, | ||
mapping_addition: t.Optional[t.Mapping[str, t.Any]] = None, | ||
pipeline: t.Optional[str] = None, | ||
pipeline_substitutions: t.Optional[ | ||
t.Mapping[str, t.Mapping[str, t.Any]] | ||
] = None, | ||
pretty: t.Optional[bool] = None, | ||
body: t.Optional[t.Dict[str, t.Any]] = None, | ||
) -> ObjectApiResponse[t.Any]: | ||
""" | ||
Simulate data ingestion. Run ingest pipelines against a set of provided documents, | ||
optionally with substitute pipeline definitions, to simulate ingesting data into | ||
an index. This API is meant to be used for troubleshooting or pipeline development, | ||
as it does not actually index any data into Elasticsearch. The API runs the default | ||
and final pipeline for that index against a set of documents provided in the | ||
body of the request. If a pipeline contains a reroute processor, it follows that | ||
reroute processor to the new index, running that index's pipelines as well the | ||
same way that a non-simulated ingest would. No data is indexed into Elasticsearch. | ||
Instead, the transformed document is returned, along with the list of pipelines | ||
that have been run and the name of the index where the document would have been | ||
indexed if this were not a simulation. The transformed document is validated | ||
against the mappings that would apply to this index, and any validation error | ||
is reported in the result. This API differs from the simulate pipeline API in | ||
that you specify a single pipeline for that API, and it runs only that one pipeline. | ||
The simulate pipeline API is more useful for developing a single pipeline, while | ||
the simulate ingest API is more useful for troubleshooting the interaction of | ||
the various pipelines that get applied when ingesting into an index. By default, | ||
the pipeline definitions that are currently in the system are used. However, | ||
you can supply substitute pipeline definitions in the body of the request. These | ||
will be used in place of the pipeline definitions that are already in the system. | ||
This can be used to replace existing pipeline definitions or to create new ones. | ||
The pipeline substitutions are used only within this request. | ||
`<https://www.elastic.co/guide/en/elasticsearch/reference/master/simulate-ingest-api.html>`_ | ||
:param docs: Sample documents to test in the pipeline. | ||
:param index: The index to simulate ingesting into. This value can be overridden | ||
by specifying an index on each document. If you specify this parameter in | ||
the request path, it is used for any documents that do not explicitly specify | ||
an index argument. | ||
:param component_template_substitutions: A map of component template names to | ||
substitute component template definition objects. | ||
:param index_template_subtitutions: A map of index template names to substitute | ||
index template definition objects. | ||
:param mapping_addition: | ||
:param pipeline: The pipeline to use as the default pipeline. This value can | ||
be used to override the default pipeline of the index. | ||
:param pipeline_substitutions: Pipelines to test. If you don’t specify the `pipeline` | ||
request path parameter, this parameter is required. If you specify both this | ||
and the request path parameter, the API only uses the request path parameter. | ||
""" | ||
if docs is None and body is None: | ||
raise ValueError("Empty value passed for parameter 'docs'") | ||
__path_parts: t.Dict[str, str] | ||
if index not in SKIP_IN_PATH: | ||
__path_parts = {"index": _quote(index)} | ||
__path = f'/_ingest/{__path_parts["index"]}/_simulate' | ||
else: | ||
__path_parts = {} | ||
__path = "/_ingest/_simulate" | ||
__query: t.Dict[str, t.Any] = {} | ||
__body: t.Dict[str, t.Any] = body if body is not None else {} | ||
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 pipeline is not None: | ||
__query["pipeline"] = pipeline | ||
if pretty is not None: | ||
__query["pretty"] = pretty | ||
if not __body: | ||
if docs is not None: | ||
__body["docs"] = docs | ||
if component_template_substitutions is not None: | ||
__body["component_template_substitutions"] = ( | ||
component_template_substitutions | ||
) | ||
if index_template_subtitutions is not None: | ||
__body["index_template_subtitutions"] = index_template_subtitutions | ||
if mapping_addition is not None: | ||
__body["mapping_addition"] = mapping_addition | ||
if pipeline_substitutions is not None: | ||
__body["pipeline_substitutions"] = pipeline_substitutions | ||
__headers = {"accept": "application/json", "content-type": "application/json"} | ||
return await self.perform_request( # type: ignore[return-value] | ||
"POST", | ||
__path, | ||
params=__query, | ||
headers=__headers, | ||
body=__body, | ||
endpoint_id="simulate.ingest", | ||
path_parts=__path_parts, | ||
) |
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Original file line number | Diff line number | Diff line change |
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@@ -0,0 +1,151 @@ | ||
# 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, | ||
Stability, | ||
_quote, | ||
_rewrite_parameters, | ||
_stability_warning, | ||
) | ||
|
||
|
||
class SimulateClient(NamespacedClient): | ||
|
||
@_rewrite_parameters( | ||
body_fields=( | ||
"docs", | ||
"component_template_substitutions", | ||
"index_template_subtitutions", | ||
"mapping_addition", | ||
"pipeline_substitutions", | ||
), | ||
) | ||
@_stability_warning(Stability.EXPERIMENTAL) | ||
def ingest( | ||
self, | ||
*, | ||
docs: t.Optional[t.Sequence[t.Mapping[str, t.Any]]] = None, | ||
index: t.Optional[str] = None, | ||
component_template_substitutions: t.Optional[ | ||
t.Mapping[str, t.Mapping[str, t.Any]] | ||
] = None, | ||
error_trace: t.Optional[bool] = None, | ||
filter_path: t.Optional[t.Union[str, t.Sequence[str]]] = None, | ||
human: t.Optional[bool] = None, | ||
index_template_subtitutions: t.Optional[ | ||
t.Mapping[str, t.Mapping[str, t.Any]] | ||
] = None, | ||
mapping_addition: t.Optional[t.Mapping[str, t.Any]] = None, | ||
pipeline: t.Optional[str] = None, | ||
pipeline_substitutions: t.Optional[ | ||
t.Mapping[str, t.Mapping[str, t.Any]] | ||
] = None, | ||
pretty: t.Optional[bool] = None, | ||
body: t.Optional[t.Dict[str, t.Any]] = None, | ||
) -> ObjectApiResponse[t.Any]: | ||
""" | ||
Simulate data ingestion. Run ingest pipelines against a set of provided documents, | ||
optionally with substitute pipeline definitions, to simulate ingesting data into | ||
an index. This API is meant to be used for troubleshooting or pipeline development, | ||
as it does not actually index any data into Elasticsearch. The API runs the default | ||
and final pipeline for that index against a set of documents provided in the | ||
body of the request. If a pipeline contains a reroute processor, it follows that | ||
reroute processor to the new index, running that index's pipelines as well the | ||
same way that a non-simulated ingest would. No data is indexed into Elasticsearch. | ||
Instead, the transformed document is returned, along with the list of pipelines | ||
that have been run and the name of the index where the document would have been | ||
indexed if this were not a simulation. The transformed document is validated | ||
against the mappings that would apply to this index, and any validation error | ||
is reported in the result. This API differs from the simulate pipeline API in | ||
that you specify a single pipeline for that API, and it runs only that one pipeline. | ||
The simulate pipeline API is more useful for developing a single pipeline, while | ||
the simulate ingest API is more useful for troubleshooting the interaction of | ||
the various pipelines that get applied when ingesting into an index. By default, | ||
the pipeline definitions that are currently in the system are used. However, | ||
you can supply substitute pipeline definitions in the body of the request. These | ||
will be used in place of the pipeline definitions that are already in the system. | ||
This can be used to replace existing pipeline definitions or to create new ones. | ||
The pipeline substitutions are used only within this request. | ||
`<https://www.elastic.co/guide/en/elasticsearch/reference/master/simulate-ingest-api.html>`_ | ||
:param docs: Sample documents to test in the pipeline. | ||
:param index: The index to simulate ingesting into. This value can be overridden | ||
by specifying an index on each document. If you specify this parameter in | ||
the request path, it is used for any documents that do not explicitly specify | ||
an index argument. | ||
:param component_template_substitutions: A map of component template names to | ||
substitute component template definition objects. | ||
:param index_template_subtitutions: A map of index template names to substitute | ||
index template definition objects. | ||
:param mapping_addition: | ||
:param pipeline: The pipeline to use as the default pipeline. This value can | ||
be used to override the default pipeline of the index. | ||
:param pipeline_substitutions: Pipelines to test. If you don’t specify the `pipeline` | ||
request path parameter, this parameter is required. If you specify both this | ||
and the request path parameter, the API only uses the request path parameter. | ||
""" | ||
if docs is None and body is None: | ||
raise ValueError("Empty value passed for parameter 'docs'") | ||
__path_parts: t.Dict[str, str] | ||
if index not in SKIP_IN_PATH: | ||
__path_parts = {"index": _quote(index)} | ||
__path = f'/_ingest/{__path_parts["index"]}/_simulate' | ||
else: | ||
__path_parts = {} | ||
__path = "/_ingest/_simulate" | ||
__query: t.Dict[str, t.Any] = {} | ||
__body: t.Dict[str, t.Any] = body if body is not None else {} | ||
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 pipeline is not None: | ||
__query["pipeline"] = pipeline | ||
if pretty is not None: | ||
__query["pretty"] = pretty | ||
if not __body: | ||
if docs is not None: | ||
__body["docs"] = docs | ||
if component_template_substitutions is not None: | ||
__body["component_template_substitutions"] = ( | ||
component_template_substitutions | ||
) | ||
if index_template_subtitutions is not None: | ||
__body["index_template_subtitutions"] = index_template_subtitutions | ||
if mapping_addition is not None: | ||
__body["mapping_addition"] = mapping_addition | ||
if pipeline_substitutions is not None: | ||
__body["pipeline_substitutions"] = pipeline_substitutions | ||
__headers = {"accept": "application/json", "content-type": "application/json"} | ||
return self.perform_request( # type: ignore[return-value] | ||
"POST", | ||
__path, | ||
params=__query, | ||
headers=__headers, | ||
body=__body, | ||
endpoint_id="simulate.ingest", | ||
path_parts=__path_parts, | ||
) |