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jscheffl pushed a commit to branch v3-1-test
in repository https://gitbox.apache.org/repos/asf/airflow.git


The following commit(s) were added to refs/heads/v3-1-test by this push:
     new dcbfcff6236 [v3-1-test] [Doc] Fixing some typos and spelling errors 
(#57225) (#57521)
dcbfcff6236 is described below

commit dcbfcff6236d2addccfe32e33f422ba025ceb71e
Author: github-actions[bot] 
<41898282+github-actions[bot]@users.noreply.github.com>
AuthorDate: Thu Oct 30 00:25:10 2025 +0100

    [v3-1-test] [Doc] Fixing some typos and spelling errors (#57225) (#57521)
    
    * Fixing some typos and spelling errors
    
    * adding 'chatbot' to spelling_wordlist.txt
    
    * adding 'chatbots' to spelling_wordlist.txt
    
    * removed 'Chatbots' from spelling_wordlist.txt
    
    * Committing new versions of somes files generated by prek
    (cherry picked from commit a04136fa81f34c81214252bd80675598ff686027)
    
    Co-authored-by: Didier Durand 
<[email protected]>
---
 contributing-docs/testing/task_sdk_integration_tests.rst              | 2 +-
 dev/breeze/doc/images/output_ci-image.svg                             | 4 ++--
 dev/breeze/doc/images/output_ci-image.txt                             | 2 +-
 dev/breeze/doc/images/output_ci-image_export-mount-cache.svg          | 2 +-
 dev/breeze/doc/images/output_ci-image_export-mount-cache.txt          | 2 +-
 dev/breeze/doc/images/output_ci-image_import-mount-cache.svg          | 2 +-
 dev/breeze/doc/images/output_ci-image_import-mount-cache.txt          | 2 +-
 dev/breeze/src/airflow_breeze/commands/ci_image_commands.py           | 4 ++--
 docs/spelling_wordlist.txt                                            | 2 ++
 providers/amazon/src/airflow/providers/amazon/aws/hooks/base_aws.py   | 2 +-
 providers/amazon/src/airflow/providers/amazon/aws/hooks/chime.py      | 2 +-
 .../src/airflow/providers/amazon/aws/operators/cloud_formation.py     | 4 ++--
 .../src/airflow/providers/amazon/aws/transfers/azure_blob_to_s3.py    | 4 ++--
 .../apache/beam/src/airflow/providers/apache/beam/operators/beam.py   | 2 +-
 .../celery/src/airflow/providers/celery/executors/celery_executor.py  | 2 +-
 .../src/airflow/providers/celery/executors/celery_executor_utils.py   | 2 +-
 .../google/src/airflow/providers/google/cloud/hooks/cloud_sql.py      | 4 ++--
 .../providers/google/cloud/hooks/vertex_ai/batch_prediction_job.py    | 4 ++--
 .../src/airflow/providers/google/cloud/operators/cloud_batch.py       | 2 +-
 .../google/src/airflow/providers/google/cloud/operators/cloud_run.py  | 2 +-
 providers/google/src/airflow/providers/google/suite/hooks/calendar.py | 2 +-
 providers/http/docs/changelog.rst                                     | 4 ++--
 providers/keycloak/docs/auth-manager/manage/permissions.rst           | 2 +-
 providers/ssh/docs/changelog.rst                                      | 2 +-
 task-sdk/src/airflow/sdk/api/client.py                                | 2 +-
 25 files changed, 33 insertions(+), 31 deletions(-)

diff --git a/contributing-docs/testing/task_sdk_integration_tests.rst 
b/contributing-docs/testing/task_sdk_integration_tests.rst
index 132b2822baf..f7efb2e6f40 100644
--- a/contributing-docs/testing/task_sdk_integration_tests.rst
+++ b/contributing-docs/testing/task_sdk_integration_tests.rst
@@ -85,7 +85,7 @@ reproducibility:
    breeze testing task-sdk-integration-tests 
task_sdk_tests/test_task_sdk_health.py
 
    # Run with custom Docker image
-   DOCKER_IMAGE=my-custom-airflow-imahge:latest breeze testing 
task-sdk-integration-tests
+   DOCKER_IMAGE=my-custom-airflow-image:latest breeze testing 
task-sdk-integration-tests
 
 Running in Your Current Virtual Environment
 ...........................................
diff --git a/dev/breeze/doc/images/output_ci-image.svg 
b/dev/breeze/doc/images/output_ci-image.svg
index 0c614dfc947..62ca31ecad6 100644
--- a/dev/breeze/doc/images/output_ci-image.svg
+++ b/dev/breeze/doc/images/output_ci-image.svg
@@ -118,8 +118,8 @@
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clip-path="url(#breeze-ci-image-line-11)">│</text><text 
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clip-path="url(#breeze-ci-image-line-11)">verify&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;</text><text
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clip-path="url(#breeze-ci-image-line-11)">Verify&#160;CI&#160;image.&#160;&#160;&
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clip-path="url(#breeze-ci-image-line-12)">│</text><text 
class="breeze-ci-image-r4" x="24.4" y="312.8" textLength="256.2" 
clip-path="url(#breeze-ci-image-line-12)">save&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;</text><text
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clip-path="url(#breeze-ci-image-line-12)">Save&#160;CI&#160;image&#160; [...]
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clip-path="url(#breeze-ci-image-line-13)">│</text><text 
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clip-path="url(#breeze-ci-image-line-13)">Load&#160;CI&#160;image&#160; [...]
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clip-path="url(#breeze-ci-image-line-14)">│</text><text 
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clip-path="url(#breeze-ci-image-line-14)">export-mount-cache&#160;&#160;&#160;</text><text
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clip-path="url(#breeze-ci-image-line-14)">Export&#160;content&#160;of&#160;the&#160;the&#160;mount&#160;cache&#160;to&#160;a&#160;directory.&
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clip-path="url(#breeze-ci-image-line-15)">Export&#160;content&#160;of&#160;the&#160;the&#160;mount&#160;cache&#160;to&#160;a&#160;directory.&#160;&
 [...]
+</text><text class="breeze-ci-image-r5" x="0" y="361.6" textLength="12.2" 
clip-path="url(#breeze-ci-image-line-14)">│</text><text 
class="breeze-ci-image-r4" x="24.4" y="361.6" textLength="256.2" 
clip-path="url(#breeze-ci-image-line-14)">export-mount-cache&#160;&#160;&#160;</text><text
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clip-path="url(#breeze-ci-image-line-14)">Export&#160;content&#160;of&#160;the&#160;mount&#160;cache&#160;to&#160;a&#160;directory.&#160;&#16
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+</text><text class="breeze-ci-image-r5" x="0" y="386" textLength="12.2" 
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clip-path="url(#breeze-ci-image-line-15)">import-mount-cache&#160;&#160;&#160;</text><text
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clip-path="url(#breeze-ci-image-line-15)">Export&#160;content&#160;of&#160;the&#160;mount&#160;cache&#160;to&#160;a&#160;directory.&#160;&#160;&#16
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clip-path="url(#breeze-ci-image-line-16)">╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</text><text
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clip-path="url(#breeze-ci-image-line-16)">
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diff --git a/dev/breeze/doc/images/output_ci-image.txt 
b/dev/breeze/doc/images/output_ci-image.txt
index 25b4a0db49a..fcc45c95931 100644
--- a/dev/breeze/doc/images/output_ci-image.txt
+++ b/dev/breeze/doc/images/output_ci-image.txt
@@ -1 +1 @@
-de6e1ee2eb602569a8cd1a3c6c4cbafe
+7745b7d70e4a06b724ed92814d416670
diff --git a/dev/breeze/doc/images/output_ci-image_export-mount-cache.svg 
b/dev/breeze/doc/images/output_ci-image_export-mount-cache.svg
index c1a516dbdef..4c56e91807a 100644
--- a/dev/breeze/doc/images/output_ci-image_export-mount-cache.svg
+++ b/dev/breeze/doc/images/output_ci-image_export-mount-cache.svg
@@ -101,7 +101,7 @@
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textLength="12.2" clip-path="url(#breeze-ci-image-export-mount-cache-line-0)">
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textLength="73.2" 
clip-path="url(#breeze-ci-image-export-mount-cache-line-1)">Usage:</text><text 
class="breeze-ci-image-export-mount-cache-r3" x="97.6" y="44.4" 
textLength="414.8" 
clip-path="url(#breeze-ci-image-export-mount-cache-line-1)">breeze&#160;ci-image&#160;export-mount-cache</text><text
 class="breeze-ci-image-export-mount-cache-r1" x="524.6" y="44.4" 
textLength="12.2" clip-path="url(#breeze-ci-image-exp [...]
 </text><text class="breeze-ci-image-export-mount-cache-r1" x="1464" y="68.8" 
textLength="12.2" clip-path="url(#breeze-ci-image-export-mount-cache-line-2)">
-</text><text class="breeze-ci-image-export-mount-cache-r1" x="12.2" y="93.2" 
textLength="646.6" 
clip-path="url(#breeze-ci-image-export-mount-cache-line-3)">Export&#160;content&#160;of&#160;the&#160;the&#160;mount&#160;cache&#160;to&#160;a&#160;directory.</text><text
 class="breeze-ci-image-export-mount-cache-r1" x="1464" y="93.2" 
textLength="12.2" clip-path="url(#breeze-ci-image-export-mount-cache-line-3)">
+</text><text class="breeze-ci-image-export-mount-cache-r1" x="12.2" y="93.2" 
textLength="597.8" 
clip-path="url(#breeze-ci-image-export-mount-cache-line-3)">Export&#160;content&#160;of&#160;the&#160;mount&#160;cache&#160;to&#160;a&#160;directory.</text><text
 class="breeze-ci-image-export-mount-cache-r1" x="1464" y="93.2" 
textLength="12.2" clip-path="url(#breeze-ci-image-export-mount-cache-line-3)">
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textLength="12.2" 
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clip-path="url(#breeze-ci-image-export-mount-cache-line-6)">*</text><text 
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textLength="146.4" 
clip-path="url(#breeze-ci-image-export-mount-cache-line-6)">--cache-file</text><text
 c [...]
diff --git a/dev/breeze/doc/images/output_ci-image_export-mount-cache.txt 
b/dev/breeze/doc/images/output_ci-image_export-mount-cache.txt
index 6d1c1347207..32ccab745cc 100644
--- a/dev/breeze/doc/images/output_ci-image_export-mount-cache.txt
+++ b/dev/breeze/doc/images/output_ci-image_export-mount-cache.txt
@@ -1 +1 @@
-824109d9d232ba19a9aa0781ba8fccd9
+ebc1ae7a092c1e541957fb1e79829249
diff --git a/dev/breeze/doc/images/output_ci-image_import-mount-cache.svg 
b/dev/breeze/doc/images/output_ci-image_import-mount-cache.svg
index 32eb4fdfebe..5b31140f327 100644
--- a/dev/breeze/doc/images/output_ci-image_import-mount-cache.svg
+++ b/dev/breeze/doc/images/output_ci-image_import-mount-cache.svg
@@ -101,7 +101,7 @@
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textLength="414.8" 
clip-path="url(#breeze-ci-image-import-mount-cache-line-1)">breeze&#160;ci-image&#160;import-mount-cache</text><text
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textLength="12.2" clip-path="url(#breeze-ci-image-imp [...]
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textLength="12.2" clip-path="url(#breeze-ci-image-import-mount-cache-line-2)">
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clip-path="url(#breeze-ci-image-import-mount-cache-line-3)">Export&#160;content&#160;of&#160;the&#160;the&#160;mount&#160;cache&#160;to&#160;a&#160;directory.</text><text
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textLength="12.2" clip-path="url(#breeze-ci-image-import-mount-cache-line-3)">
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clip-path="url(#breeze-ci-image-import-mount-cache-line-3)">Export&#160;content&#160;of&#160;the&#160;mount&#160;cache&#160;to&#160;a&#160;directory.</text><text
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diff --git a/dev/breeze/doc/images/output_ci-image_import-mount-cache.txt 
b/dev/breeze/doc/images/output_ci-image_import-mount-cache.txt
index 00f5024812d..7549b6730ab 100644
--- a/dev/breeze/doc/images/output_ci-image_import-mount-cache.txt
+++ b/dev/breeze/doc/images/output_ci-image_import-mount-cache.txt
@@ -1 +1 @@
-65be4537eea8d56d3ddc34d4ccab60c7
+669f8d8b36a1d9dde983862db6a69ce4
diff --git a/dev/breeze/src/airflow_breeze/commands/ci_image_commands.py 
b/dev/breeze/src/airflow_breeze/commands/ci_image_commands.py
index 184562da628..71655db360b 100644
--- a/dev/breeze/src/airflow_breeze/commands/ci_image_commands.py
+++ b/dev/breeze/src/airflow_breeze/commands/ci_image_commands.py
@@ -930,7 +930,7 @@ def export_mount_cache(
     cache_file: Path,
 ):
     """
-    Export content of the the mount cache to a directory.
+    Export content of the mount cache to a directory.
     """
     perform_environment_checks()
     make_sure_builder_configured(params=BuildCiParams(builder=builder))
@@ -995,7 +995,7 @@ def import_mount_cache(
     cache_file: Path,
 ):
     """
-    Export content of the the mount cache to a directory.
+    Export content of the mount cache to a directory.
     """
     perform_environment_checks()
     make_sure_builder_configured(params=BuildCiParams(builder=builder))
diff --git a/docs/spelling_wordlist.txt b/docs/spelling_wordlist.txt
index a4dbbdf3202..5d673b7b860 100644
--- a/docs/spelling_wordlist.txt
+++ b/docs/spelling_wordlist.txt
@@ -253,6 +253,8 @@ chakra
 Changelog
 changelog
 charset
+chatbot
+chatbots
 Checklicence
 checklicence
 CheckOperator
diff --git 
a/providers/amazon/src/airflow/providers/amazon/aws/hooks/base_aws.py 
b/providers/amazon/src/airflow/providers/amazon/aws/hooks/base_aws.py
index 979cb4bc345..7097807b78a 100644
--- a/providers/amazon/src/airflow/providers/amazon/aws/hooks/base_aws.py
+++ b/providers/amazon/src/airflow/providers/amazon/aws/hooks/base_aws.py
@@ -790,7 +790,7 @@ class AwsGenericHook(BaseHook, Generic[BaseAwsConnection]):
     async def get_async_conn(self):
         """Get an aiobotocore client to use for async operations."""
         # We have to wrap the call `self.get_client_type` in another call 
`_get_async_conn`,
-        # because one of it's arguments `self.region_name` is a `@property` 
decorated function
+        # because one of its arguments `self.region_name` is a `@property` 
decorated function
         # calling the cached property `self.conn_config` at the end.
         return await sync_to_async(self._get_async_conn)()
 
diff --git a/providers/amazon/src/airflow/providers/amazon/aws/hooks/chime.py 
b/providers/amazon/src/airflow/providers/amazon/aws/hooks/chime.py
index 8201f32e76f..bdf0f220a18 100644
--- a/providers/amazon/src/airflow/providers/amazon/aws/hooks/chime.py
+++ b/providers/amazon/src/airflow/providers/amazon/aws/hooks/chime.py
@@ -33,7 +33,7 @@ class ChimeWebhookHook(HttpHook):
     """
     Interact with Amazon Chime Webhooks to create notifications.
 
-    .. warning:: This hook is only designed to work with web hooks and not 
chat bots.
+    .. warning:: This hook is only designed to work with web hooks and not 
chatbots.
 
     :param chime_conn_id: :ref:`Amazon Chime Connection ID 
<howto/connection:chime>`
         with Endpoint as `https://hooks.chime.aws` and the webhook token
diff --git 
a/providers/amazon/src/airflow/providers/amazon/aws/operators/cloud_formation.py
 
b/providers/amazon/src/airflow/providers/amazon/aws/operators/cloud_formation.py
index e4f3d211bea..d4bfcc95322 100644
--- 
a/providers/amazon/src/airflow/providers/amazon/aws/operators/cloud_formation.py
+++ 
b/providers/amazon/src/airflow/providers/amazon/aws/operators/cloud_formation.py
@@ -32,7 +32,7 @@ if TYPE_CHECKING:
 
 class CloudFormationCreateStackOperator(AwsBaseOperator[CloudFormationHook]):
     """
-    An operator that creates a AWS CloudFormation stack.
+    An operator that creates an AWS CloudFormation stack.
 
     .. seealso::
         For more information on how to use this operator, take a look at the 
guide:
@@ -68,7 +68,7 @@ class 
CloudFormationCreateStackOperator(AwsBaseOperator[CloudFormationHook]):
 
 class CloudFormationDeleteStackOperator(AwsBaseOperator[CloudFormationHook]):
     """
-    An operator that deletes a AWS CloudFormation stack.
+    An operator that deletes an AWS CloudFormation stack.
 
     .. seealso::
         For more information on how to use this operator, take a look at the 
guide:
diff --git 
a/providers/amazon/src/airflow/providers/amazon/aws/transfers/azure_blob_to_s3.py
 
b/providers/amazon/src/airflow/providers/amazon/aws/transfers/azure_blob_to_s3.py
index e58d43393c8..93283797034 100644
--- 
a/providers/amazon/src/airflow/providers/amazon/aws/transfers/azure_blob_to_s3.py
+++ 
b/providers/amazon/src/airflow/providers/amazon/aws/transfers/azure_blob_to_s3.py
@@ -49,12 +49,12 @@ class AzureBlobStorageToS3Operator(BaseOperator):
     :param prefix: Prefix string which filters objects whose name begin with
         this prefix. (templated)
     :param delimiter: The delimiter by which you want to filter the objects. 
(templated)
-        For e.g to lists the CSV files from in a directory in GCS you would use
+        For e.g. to lists the CSV files from in a directory in GCS you would 
use
         delimiter='.csv'.
     :param aws_conn_id: Connection id of the S3 connection to use
     :param dest_s3_key: The base S3 key to be used to store the files. 
(templated)
     :param dest_verify: Whether or not to verify SSL certificates for S3 
connection.
-        By default SSL certificates are verified.
+        By default, SSL certificates are verified.
         You can provide the following values:
 
         - ``False``: do not validate SSL certificates. SSL will still be used
diff --git 
a/providers/apache/beam/src/airflow/providers/apache/beam/operators/beam.py 
b/providers/apache/beam/src/airflow/providers/apache/beam/operators/beam.py
index 3ac04cd4c57..38901386695 100644
--- a/providers/apache/beam/src/airflow/providers/apache/beam/operators/beam.py
+++ b/providers/apache/beam/src/airflow/providers/apache/beam/operators/beam.py
@@ -161,7 +161,7 @@ class BeamBasePipelineOperator(BaseOperator, 
BeamDataflowMixin, ABC):
     """
     Abstract base class for Beam Pipeline Operators.
 
-    :param runner: Runner on which pipeline will be run. By default 
"DirectRunner" is being used.
+    :param runner: Runner on which pipeline will be run. By default, 
"DirectRunner" is being used.
         Other possible options: DataflowRunner, SparkRunner, FlinkRunner, 
PortableRunner.
         See: :class:`~providers.apache.beam.hooks.beam.BeamRunnerType`
         See: https://beam.apache.org/documentation/runners/capability-matrix/
diff --git 
a/providers/celery/src/airflow/providers/celery/executors/celery_executor.py 
b/providers/celery/src/airflow/providers/celery/executors/celery_executor.py
index 95c4c97f12c..d48eb1464c4 100644
--- a/providers/celery/src/airflow/providers/celery/executors/celery_executor.py
+++ b/providers/celery/src/airflow/providers/celery/executors/celery_executor.py
@@ -344,7 +344,7 @@ class CeleryExecutor(BaseExecutor):
     def _send_tasks(self, task_tuples_to_send: Sequence[TaskInstanceInCelery]):
         first_task = next(t[-1] for t in task_tuples_to_send)
 
-        # Celery state queries will stuck if we do not use one same backend
+        # Celery state queries will be stuck if we do not use one same backend
         # for all tasks.
         cached_celery_backend = first_task.backend
 
diff --git 
a/providers/celery/src/airflow/providers/celery/executors/celery_executor_utils.py
 
b/providers/celery/src/airflow/providers/celery/executors/celery_executor_utils.py
index 76202dd139f..fe9323fedbf 100644
--- 
a/providers/celery/src/airflow/providers/celery/executors/celery_executor_utils.py
+++ 
b/providers/celery/src/airflow/providers/celery/executors/celery_executor_utils.py
@@ -122,7 +122,7 @@ def on_celery_import_modules(*args, **kwargs):
     """
     Preload some "expensive" airflow modules once, so other task processes 
won't have to import it again.
 
-    Loading these for each task adds 0.3-0.5s *per task* before the task can 
run. For long running tasks this
+    Loading these for each task adds 0.3-0.5s *per task* before the task can 
run. For long-running tasks this
     doesn't matter, but for short tasks this starts to be a noticeable impact.
     """
     import jinja2.ext  # noqa: F401
diff --git 
a/providers/google/src/airflow/providers/google/cloud/hooks/cloud_sql.py 
b/providers/google/src/airflow/providers/google/cloud/hooks/cloud_sql.py
index 32b86cd9c02..409bb2cce30 100644
--- a/providers/google/src/airflow/providers/google/cloud/hooks/cloud_sql.py
+++ b/providers/google/src/airflow/providers/google/cloud/hooks/cloud_sql.py
@@ -502,7 +502,7 @@ class CloudSqlProxyRunner(LoggingMixin):
     :param project_id: Optional id of the Google Cloud project to connect to - 
it overwrites
         default project id taken from the Google Cloud connection.
     :param sql_proxy_version: Specific version of SQL proxy to download
-        (for example 'v1.13'). By default latest version is downloaded.
+        (for example 'v1.13'). By default, latest version is downloaded.
     :param sql_proxy_binary_path: If specified, then proxy will be
         used from the path specified rather than dynamically generated. This 
means
         that if the binary is not present in that path it will also be 
downloaded.
@@ -687,7 +687,7 @@ class CloudSqlProxyRunner(LoggingMixin):
             self.log.info("Skipped removing proxy - it was not downloaded: 
%s", self.sql_proxy_path)
         if os.path.isfile(self.credentials_path):
             self.log.info("Removing generated credentials file %s", 
self.credentials_path)
-            # Here file cannot be delete by concurrent task (each task has its 
own copy)
+            # Here file cannot be deleted by concurrent task (each task has 
its own copy)
             os.remove(self.credentials_path)
 
     def get_proxy_version(self) -> str | None:
diff --git 
a/providers/google/src/airflow/providers/google/cloud/hooks/vertex_ai/batch_prediction_job.py
 
b/providers/google/src/airflow/providers/google/cloud/hooks/vertex_ai/batch_prediction_job.py
index 66a1e7ee0a6..61044e17b27 100644
--- 
a/providers/google/src/airflow/providers/google/cloud/hooks/vertex_ai/batch_prediction_job.py
+++ 
b/providers/google/src/airflow/providers/google/cloud/hooks/vertex_ai/batch_prediction_job.py
@@ -110,7 +110,7 @@ class BatchPredictionJobHook(GoogleBaseHook, 
OperationHelper):
         :param project_id: Required. Project to run training in.
         :param region: Required. Location to run training in.
         :param job_display_name: Required. The user-defined name of the 
BatchPredictionJob. The name can be
-            up to 128 characters long and can be consist of any UTF-8 
characters.
+            up to 128 characters long and can consist of any UTF-8 characters.
         :param model_name: Required. A fully-qualified model resource name or 
model ID.
         :param instances_format: Required. The format in which instances are 
provided. Must be one of the
             formats listed in `Model.supported_input_storage_formats`. Default 
is "jsonl" when using
@@ -267,7 +267,7 @@ class BatchPredictionJobHook(GoogleBaseHook, 
OperationHelper):
         :param project_id: Required. Project to run training in.
         :param region: Required. Location to run training in.
         :param job_display_name: Required. The user-defined name of the 
BatchPredictionJob. The name can be
-            up to 128 characters long and can be consist of any UTF-8 
characters.
+            up to 128 characters long and can consist of any UTF-8 characters.
         :param model_name: Required. A fully-qualified model resource name or 
model ID.
         :param instances_format: Required. The format in which instances are 
provided. Must be one of the
             formats listed in `Model.supported_input_storage_formats`. Default 
is "jsonl" when using
diff --git 
a/providers/google/src/airflow/providers/google/cloud/operators/cloud_batch.py 
b/providers/google/src/airflow/providers/google/cloud/operators/cloud_batch.py
index bc6da9ab502..e1cb8d9b3d7 100644
--- 
a/providers/google/src/airflow/providers/google/cloud/operators/cloud_batch.py
+++ 
b/providers/google/src/airflow/providers/google/cloud/operators/cloud_batch.py
@@ -244,7 +244,7 @@ class CloudBatchListTasksOperator(GoogleCloudBaseOperator):
     :param job_name: Required. The name of the job for which to list tasks.
     :param gcp_conn_id: The connection ID used to connect to Google Cloud.
     :param filter: The filter based on which to list the jobs. If left empty, 
all the jobs are listed.
-    :param group_name: The name of the group that owns the task. By default 
it's `group0`.
+    :param group_name: The name of the group that owns the task. By default, 
it's `group0`.
     :param limit: The number of tasks to list.
         If left empty, all the tasks matching the filter will be returned.
     :param impersonation_chain: Optional service account to impersonate using 
short-term
diff --git 
a/providers/google/src/airflow/providers/google/cloud/operators/cloud_run.py 
b/providers/google/src/airflow/providers/google/cloud/operators/cloud_run.py
index b0da1debc36..4542e643f75 100644
--- a/providers/google/src/airflow/providers/google/cloud/operators/cloud_run.py
+++ b/providers/google/src/airflow/providers/google/cloud/operators/cloud_run.py
@@ -141,7 +141,7 @@ class CloudRunUpdateJobOperator(GoogleCloudBaseOperator):
 
 class CloudRunDeleteJobOperator(GoogleCloudBaseOperator):
     """
-    Deletes a job and wait for the the operation to be completed. Pushes the 
deleted job to xcom.
+    Deletes a job and wait for the operation to be completed. Pushes the 
deleted job to xcom.
 
     :param project_id: Required. The ID of the Google Cloud project that the 
service belongs to.
     :param region: Required. The ID of the Google Cloud region that the 
service belongs to.
diff --git 
a/providers/google/src/airflow/providers/google/suite/hooks/calendar.py 
b/providers/google/src/airflow/providers/google/suite/hooks/calendar.py
index ddc0078bba1..163f117d74d 100644
--- a/providers/google/src/airflow/providers/google/suite/hooks/calendar.py
+++ b/providers/google/src/airflow/providers/google/suite/hooks/calendar.py
@@ -104,7 +104,7 @@ class GoogleCalendarHook(GoogleBaseHook):
             only the participant is returned.
         :param max_results: Optional. Maximum number of events returned on one 
result page.
             Incomplete pages can be detected by a non-empty ``nextPageToken`` 
field in the response.
-            By default the value is 250 events. The page size can never be 
larger than 2500 events
+            By default, the value is 250 events. The page size can never be 
larger than 2500 events
         :param order_by: Optional. Acceptable values are ``"startTime"`` or 
"updated"
         :param private_extended_property: Optional. Extended properties 
constraint specified as
             ``propertyName=value``. Matches only private properties. This 
parameter might be repeated
diff --git a/providers/http/docs/changelog.rst 
b/providers/http/docs/changelog.rst
index 2dbe2cc30ab..a5931019828 100644
--- a/providers/http/docs/changelog.rst
+++ b/providers/http/docs/changelog.rst
@@ -270,7 +270,7 @@ Bug Fixes
 Misc
 ~~~~
 
-* ``add lowerbount to requests-toolbelt and replace requests_toolbelt with 
requests-toolbelt (#43020)``
+* ``add lower bound to requests-toolbelt and replace requests_toolbelt with 
requests-toolbelt (#43020)``
 * ``Set lower bound to asgiref>=2.3.0 (#43001)``
 
 
@@ -569,7 +569,7 @@ Misc
 Features
 ~~~~~~~~
 
-* ``Add non login-password auth support for SimpleHttpOpeator (#29206)``
+* ``Add non login-password auth support for SimpleHttpOperator (#29206)``
 
 4.2.0
 .....
diff --git a/providers/keycloak/docs/auth-manager/manage/permissions.rst 
b/providers/keycloak/docs/auth-manager/manage/permissions.rst
index 94d665ac63d..fc1e1e252bf 100644
--- a/providers/keycloak/docs/auth-manager/manage/permissions.rst
+++ b/providers/keycloak/docs/auth-manager/manage/permissions.rst
@@ -86,7 +86,7 @@ This will create
 
 More resources about permissions can be found in the official documentation of 
Keycloak:
 
-1- `Keylcloak Authorization Process 
<https://www.keycloak.org/docs/latest/authorization_services/index.html#the-authorization-process>`_
+1- `Keycloak Authorization Process 
<https://www.keycloak.org/docs/latest/authorization_services/index.html#the-authorization-process>`_
 
 2- `Keycloak Permission Overview 
<https://www.keycloak.org/docs/latest/authorization_services/index.html#_permission_overview>`_
 
diff --git a/providers/ssh/docs/changelog.rst b/providers/ssh/docs/changelog.rst
index 358835f82e0..b722b19e47b 100644
--- a/providers/ssh/docs/changelog.rst
+++ b/providers/ssh/docs/changelog.rst
@@ -674,7 +674,7 @@ Bug Fixes
    * ``Updated documentation for June 2021 provider release (#16294)``
    * ``Add Connection Documentation to more Providers (#15408)``
    * ``More documentation update for June providers release (#16405)``
-   * ``Synchronizes updated changelog after buggfix release (#16464)``
+   * ``Synchronizes updated changelog after bugfix release (#16464)``
 
 1.3.0
 .....
diff --git a/task-sdk/src/airflow/sdk/api/client.py 
b/task-sdk/src/airflow/sdk/api/client.py
index 6945c2dfbcf..bc735f68474 100644
--- a/task-sdk/src/airflow/sdk/api/client.py
+++ b/task-sdk/src/airflow/sdk/api/client.py
@@ -778,7 +778,7 @@ class BearerAuth(httpx.Auth):
         yield request
 
 
-# This exists as a aid for debugging or local running via the `dry_run` 
argument to Client. It doesn't make
+# This exists as an aid for debugging or local running via the `dry_run` 
argument to Client. It doesn't make
 # sense for returning connections etc.
 def noop_handler(request: httpx.Request) -> httpx.Response:
     path = request.url.path

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