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feat(datasets): add SparkStreamingDataSet #198

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merged 100 commits into from
May 31, 2023

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Description

This PR is a continue for the closed PR #168
to add a spark_stream_dataset to the Kedro dataset plugin

Development notes

1 spark dataset and unit tests

Checklist

  • Opened this PR as a 'Draft Pull Request' if it is work-in-progress
  • Updated the documentation to reflect the code changes
  • Added a description of this change in the relevant RELEASE.md file
  • Added tests to cover my changes

astrojuanlu and others added 30 commits May 1, 2023 19:13
Signed-off-by: Juan Luis Cano Rodríguez <[email protected]>
Signed-off-by: Tingting_Wan <[email protected]>
Signed-off-by: Tingting_Wan <[email protected]>
…org#161)

* Include missing requirements files in sdist

Fix kedro-orggh-86.

Signed-off-by: Juan Luis Cano Rodríguez <[email protected]>

* Migrate most project metadata to `pyproject.toml`

See kedro-org/kedro#2334.

Signed-off-by: Juan Luis Cano Rodríguez <[email protected]>

* Move requirements to `pyproject.toml`

Signed-off-by: Juan Luis Cano Rodríguez <[email protected]>

---------

Signed-off-by: Juan Luis Cano Rodríguez <[email protected]>
Signed-off-by: Tingting_Wan <[email protected]>
Signed-off-by: Tingting_Wan <[email protected]>
Signed-off-by: Tingting_Wan <[email protected]>
Signed-off-by: Tingting_Wan <[email protected]>
Co-authored-by: Deepyaman Datta <[email protected]>
Signed-off-by: Tingting_Wan <[email protected]>
Signed-off-by: Tingting_Wan <[email protected]>
Signed-off-by: Tingting_Wan <[email protected]>
* Upgrade Polars

Signed-off-by: Juan Luis Cano Rodríguez <[email protected]>

* Update Polars to 0.17.x

---------

Signed-off-by: Juan Luis Cano Rodríguez <[email protected]>
Signed-off-by: Tingting_Wan <[email protected]>
* Migrate kedro-airflow to static metadata

See kedro-org/kedro#2334.

Signed-off-by: Juan Luis Cano Rodríguez <[email protected]>

* Add explicit PEP 518 build requirements for kedro-datasets

Signed-off-by: Juan Luis Cano Rodríguez <[email protected]>

* Typos

Co-authored-by: Merel Theisen <[email protected]>

Signed-off-by: Juan Luis Cano Rodríguez <[email protected]>

* Remove dangling reference to requirements.txt

Signed-off-by: Juan Luis Cano Rodríguez <[email protected]>

* Add release notes

Signed-off-by: Juan Luis Cano Rodríguez <[email protected]>

---------

Signed-off-by: Juan Luis Cano Rodríguez <[email protected]>
Signed-off-by: Tingting_Wan <[email protected]>
* Migrate kedro-telemetry to static metadata

See kedro-org/kedro#2334.

Signed-off-by: Juan Luis Cano Rodríguez <[email protected]>

* Add release notes

Signed-off-by: Juan Luis Cano Rodríguez <[email protected]>

---------

Signed-off-by: Juan Luis Cano Rodríguez <[email protected]>
Signed-off-by: Tingting_Wan <[email protected]>
* Add unit test + lint test on GA

* trigger GA - will revert

Signed-off-by: Ankita Katiyar <[email protected]>

* Fix lint

Signed-off-by: Ankita Katiyar <[email protected]>

* Add end to end tests

* Add cache key

Signed-off-by: Ankita Katiyar <[email protected]>

* Add cache action

Signed-off-by: Ankita Katiyar <[email protected]>

* Rename workflow files

Signed-off-by: Ankita Katiyar <[email protected]>

* Lint + add comment + default bash

Signed-off-by: Ankita Katiyar <[email protected]>

* Add windows test

Signed-off-by: Ankita Katiyar <[email protected]>

* Update workflow name + revert changes to READMEs

Signed-off-by: Ankita Katiyar <[email protected]>

* Add kedro-telemetry/RELEASE.md to trufflehog ignore

Signed-off-by: Ankita Katiyar <[email protected]>

* Add pytables to test_requirements remove from workflow

Signed-off-by: Ankita Katiyar <[email protected]>

* Revert "Add pytables to test_requirements remove from workflow"

This reverts commit 8203daa.

* Separate pip freeze step

Signed-off-by: Ankita Katiyar <[email protected]>

---------

Signed-off-by: Ankita Katiyar <[email protected]>
Signed-off-by: Tingting_Wan <[email protected]>
* Migrate kedro-docker to static metadata

See kedro-org/kedro#2334.

Signed-off-by: Juan Luis Cano Rodríguez <[email protected]>

* Address packaging warning

Signed-off-by: Juan Luis Cano Rodríguez <[email protected]>

* Fix tests

Signed-off-by: Juan Luis Cano Rodríguez <[email protected]>

* Actually install current plugin with dependencies

Signed-off-by: Juan Luis Cano Rodríguez <[email protected]>

* Add release notes

Signed-off-by: Juan Luis Cano Rodríguez <[email protected]>

---------

Signed-off-by: Juan Luis Cano Rodríguez <[email protected]>
Signed-off-by: Tingting_Wan <[email protected]>
Currently opening gitpod will installed a Python 3.11 which breaks everything because we don't support it set. This PR introduce a simple .gitpod.yml to get it started.

Signed-off-by: Tingting_Wan <[email protected]>
* Update APIDataSet

Signed-off-by: Nok Chan <[email protected]>

* Sync ParquetDataSet

Signed-off-by: Nok Chan <[email protected]>

* Sync Test

Signed-off-by: Nok Chan <[email protected]>

* Linting

Signed-off-by: Nok Chan <[email protected]>

* Revert Unnecessary ParquetDataSet Changes

Signed-off-by: Nok Chan <[email protected]>

* Sync release notes

Signed-off-by: Nok Chan <[email protected]>

---------

Signed-off-by: Nok Chan <[email protected]>
Signed-off-by: Tingting_Wan <[email protected]>
Signed-off-by: Tingting_Wan <[email protected]>
Signed-off-by: Tingting_Wan <[email protected]>
Signed-off-by: Tingting_Wan <[email protected]>
Signed-off-by: Tingting_Wan <[email protected]>
…ream-datasets

# Conflicts:
#	.github/workflows/check-plugin.yml
#	kedro-datasets/tests/api/test_api_dataset.py
Signed-off-by: Tingting_Wan <[email protected]>
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LGTM overall, minor comments, and one design question. I haven't read the docs, but I assume Jo/others sufficiently reviewed them. :) I can take a look later today on the train perhaps, but no need to wait.

Comment on lines +89 to +91
if self._schema is not None:
if isinstance(self._schema, dict):
self._schema = SparkDataSet._load_schema_from_file(self._schema)
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@noklam is it OK from a design perspective that SparkStreamingDataSet uses a private method of SparkDataSet? Feels a bit off to me, but perhaps no clear issues if their requirements are the same.

# Handle schema load argument
self._schema = self._load_args.pop("schema", None)
if self._schema is not None:
if isinstance(self._schema, dict):
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Nit: wonder why this is a nested if statement rather than using and? But it's the same on SparkDataSet, so I guess it's consistent. 🤷 Quite possible I did it when adding schema handling.

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I missed these comment - maybe it should just inherit the SparkDataSet class? #135 I think in general we need to look at all SparkDataSet, many of it is weird but it's quite tricky to remove the code.

the path handling is particular confusing because it's unique for Spark. @deepyaman

Comment on lines +89 to +91
if self._schema is not None:
if isinstance(self._schema, dict):
self._schema = SparkDataSet._load_schema_from_file(self._schema)
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Fine with requiring schema; schema concept is more critical in streaming anyway.

@deepyaman deepyaman changed the title feat(datasets): Add stream datasets and unit tests feat(datasets): add SparkStreamingDataSet May 30, 2023
noklam and others added 18 commits May 30, 2023 09:51
* fixkedro- docker e2e test

Signed-off-by: Nok Chan <[email protected]>

* fix: add timeout to request to satisfy bandit lint

---------

Signed-off-by: Nok Chan <[email protected]>
Co-authored-by: Deepyaman Datta <[email protected]>
Signed-off-by: Tom Kurian <[email protected]>
* ci: install the plugin alongside test requirements

* ci: install the plugin alongside test requirements

* Update kedro-airflow.yml

* Update kedro-datasets.yml

* Update kedro-docker.yml

* Update kedro-telemetry.yml

* Update kedro-airflow.yml

* Update kedro-datasets.yml

* Update kedro-airflow.yml

* Update kedro-docker.yml

* Update kedro-telemetry.yml

* ci(telemetry): update isort config to correct sort

* Don't use profile ¯\_(ツ)_/¯

Signed-off-by: Deepyaman Datta <[email protected]>

* chore(datasets): remove empty `tool.black` section

* chore(docker): remove empty `tool.black` section

---------

Signed-off-by: Deepyaman Datta <[email protected]>
Signed-off-by: Tom Kurian <[email protected]>
…ro-org#203)

* Create check-release.yml

* change from test pypi to pypi

* split into jobs and move version logic into script

* update github actions output

* lint

* changes based on review

* changes based on review

* fix script to not append continuously

* change pypi api token logic

Signed-off-by: Tom Kurian <[email protected]>
* Less strict pin on Kedro for datasets

Signed-off-by: Merel Theisen <[email protected]>
Signed-off-by: Tom Kurian <[email protected]>
* ci: don't run checks on both `push`/`pull_request`

* ci: don't run checks on both `push`/`pull_request`

* ci: don't run checks on both `push`/`pull_request`

* ci: don't run checks on both `push`/`pull_request`

Signed-off-by: Tom Kurian <[email protected]>
…tests checked. (kedro-org#215)

* Create merge-gatekeeper.yml

* Update .github/workflows/merge-gatekeeper.yml

---------

Co-authored-by: Sajid Alam <[email protected]>
Signed-off-by: Tom Kurian <[email protected]>
* remove circleci setup files and utils

* remove circleci configs in kedro-telemetry

* remove redundant .github in kedro-telemetry

* Delete continue_config.yml

* Update check-release.yml

* lint

* increase timeout to 40 mins for docker e2e tests

Signed-off-by: Tom Kurian <[email protected]>
* [FEAT] add save method to APIDataset

Signed-off-by: jmcdonnell <[email protected]>

* [ENH] create save_args parameter for api_dataset

Signed-off-by: jmcdonnell <[email protected]>

* [ENH] add tests for socket + http errors

Signed-off-by: <[email protected]>
Signed-off-by: jmcdonnell <[email protected]>

* [ENH] check save data is json

Signed-off-by: <[email protected]>
Signed-off-by: jmcdonnell <[email protected]>

* [FIX] clean code

Signed-off-by: jmcdonnell <[email protected]>

* [ENH] handle different data types

Signed-off-by: jmcdonnell <[email protected]>

* [FIX] test coverage for exceptions

Signed-off-by: jmcdonnell <[email protected]>

* [ENH] add examples in APIDataSet docstring

Signed-off-by: jmcdonnell <[email protected]>

* sync APIDataSet  from kedro's `develop` (kedro-org#184)

* Update APIDataSet

Signed-off-by: Nok Chan <[email protected]>

* Sync ParquetDataSet

Signed-off-by: Nok Chan <[email protected]>

* Sync Test

Signed-off-by: Nok Chan <[email protected]>

* Linting

Signed-off-by: Nok Chan <[email protected]>

* Revert Unnecessary ParquetDataSet Changes

Signed-off-by: Nok Chan <[email protected]>

* Sync release notes

Signed-off-by: Nok Chan <[email protected]>

---------

Signed-off-by: Nok Chan <[email protected]>
Signed-off-by: jmcdonnell <[email protected]>

* [FIX] remove support for delete method

Signed-off-by: jmcdonnell <[email protected]>

* [FIX] lint files

Signed-off-by: jmcdonnell <[email protected]>

* [FIX] fix conflicts

Signed-off-by: jmcdonnell <[email protected]>

* [FIX] remove fail save test

Signed-off-by: jmcdonnell <[email protected]>

* [ENH] review suggestions

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* [ENH] fix tests

Signed-off-by: jmcdonnell <[email protected]>

* [FIX] reorder arguments

Signed-off-by: jmcdonnell <[email protected]>

---------

Signed-off-by: jmcdonnell <[email protected]>
Signed-off-by: <[email protected]>
Signed-off-by: Nok Chan <[email protected]>
Co-authored-by: jmcdonnell <[email protected]>
Co-authored-by: Nok Lam Chan <[email protected]>
Signed-off-by: Tom Kurian <[email protected]>
…g#212)

* ci: Automatically extract release notes

Signed-off-by: Ankita Katiyar <[email protected]>

* fix lint

Signed-off-by: Ankita Katiyar <[email protected]>

* Raise exceptions

Signed-off-by: Ankita Katiyar <[email protected]>

* Lint

Signed-off-by: Ankita Katiyar <[email protected]>

* Lint

Signed-off-by: Ankita Katiyar <[email protected]>

---------

Signed-off-by: Ankita Katiyar <[email protected]>
Signed-off-by: Tom Kurian <[email protected]>
* Add metadata attribute to all datasets

Signed-off-by: Ahdra Merali <[email protected]>
Signed-off-by: Tom Kurian <[email protected]>
…icks (kedro-org#206)

* committing first version of UnityTableCatalog with unit tests. This datasets allows users to interface with Unity catalog tables in Databricks to both read and write.

Signed-off-by: Danny Farah <[email protected]>
Signed-off-by: Jannic Holzer <[email protected]>

* renaming dataset

Signed-off-by: Danny Farah <[email protected]>
Signed-off-by: Jannic Holzer <[email protected]>

* adding mlflow connectors

Signed-off-by: Danny Farah <[email protected]>
Signed-off-by: Jannic Holzer <[email protected]>

* fixing mlflow imports

Signed-off-by: Danny Farah <[email protected]>
Signed-off-by: Jannic Holzer <[email protected]>

* cleaned up mlflow for initial release

Signed-off-by: Danny Farah <[email protected]>
Signed-off-by: Jannic Holzer <[email protected]>

* cleaned up mlflow references from setup.py for initial release

Signed-off-by: Danny Farah <[email protected]>
Signed-off-by: Jannic Holzer <[email protected]>

* fixed deps in setup.py

Signed-off-by: Danny Farah <[email protected]>
Signed-off-by: Jannic Holzer <[email protected]>

* adding comments before intiial PR

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Signed-off-by: Jannic Holzer <[email protected]>

* moved validation to dataclass

Signed-off-by: Danny Farah <[email protected]>
Signed-off-by: Jannic Holzer <[email protected]>

* bug fix in type of partition column and cleanup

Signed-off-by: Danny Farah <[email protected]>
Signed-off-by: Jannic Holzer <[email protected]>

* updated docstring for ManagedTableDataSet

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Signed-off-by: Jannic Holzer <[email protected]>

* added backticks to catalog

Signed-off-by: Danny Farah <[email protected]>
Signed-off-by: Jannic Holzer <[email protected]>

* fixing regex to allow hyphens

Signed-off-by: Danny Farah <[email protected]>
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* Update kedro-datasets/kedro_datasets/databricks/managed_table_dataset.py

Co-authored-by: Jannic <[email protected]>
Signed-off-by: Jannic Holzer <[email protected]>

* Update kedro-datasets/kedro_datasets/databricks/managed_table_dataset.py

Co-authored-by: Jannic <[email protected]>
Signed-off-by: Danny Farah <[email protected]>
Signed-off-by: Jannic Holzer <[email protected]>

* Update kedro-datasets/kedro_datasets/databricks/managed_table_dataset.py

Co-authored-by: Jannic <[email protected]>
Signed-off-by: Danny Farah <[email protected]>
Signed-off-by: Jannic Holzer <[email protected]>

* Update kedro-datasets/kedro_datasets/databricks/managed_table_dataset.py

Co-authored-by: Jannic <[email protected]>
Signed-off-by: Danny Farah <[email protected]>
Signed-off-by: Jannic Holzer <[email protected]>

* Update kedro-datasets/kedro_datasets/databricks/managed_table_dataset.py

Co-authored-by: Jannic <[email protected]>
Signed-off-by: Danny Farah <[email protected]>
Signed-off-by: Jannic Holzer <[email protected]>

* Update kedro-datasets/kedro_datasets/databricks/managed_table_dataset.py

Co-authored-by: Jannic <[email protected]>
Signed-off-by: Danny Farah <[email protected]>
Signed-off-by: Jannic Holzer <[email protected]>

* Update kedro-datasets/kedro_datasets/databricks/managed_table_dataset.py

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Signed-off-by: Danny Farah <[email protected]>
Signed-off-by: Jannic Holzer <[email protected]>

* Update kedro-datasets/test_requirements.txt

Co-authored-by: Jannic <[email protected]>
Signed-off-by: Danny Farah <[email protected]>
Signed-off-by: Jannic Holzer <[email protected]>

* Update kedro-datasets/kedro_datasets/databricks/managed_table_dataset.py

Co-authored-by: Jannic <[email protected]>
Signed-off-by: Danny Farah <[email protected]>
Signed-off-by: Jannic Holzer <[email protected]>

* Update kedro-datasets/kedro_datasets/databricks/managed_table_dataset.py

Co-authored-by: Jannic <[email protected]>
Signed-off-by: Danny Farah <[email protected]>
Signed-off-by: Jannic Holzer <[email protected]>

* Update kedro-datasets/kedro_datasets/databricks/managed_table_dataset.py

Co-authored-by: Jannic <[email protected]>
Signed-off-by: Danny Farah <[email protected]>
Signed-off-by: Jannic Holzer <[email protected]>

* Update kedro-datasets/kedro_datasets/databricks/managed_table_dataset.py

Co-authored-by: Jannic <[email protected]>
Signed-off-by: Danny Farah <[email protected]>
Signed-off-by: Jannic Holzer <[email protected]>

* adding backticks to catalog

Signed-off-by: Danny Farah <[email protected]>
Signed-off-by: Jannic Holzer <[email protected]>

* Require pandas < 2.0 for compatibility with spark < 3.4

Signed-off-by: Jannic Holzer <[email protected]>

* Replace use of walrus operator

Signed-off-by: Jannic Holzer <[email protected]>

* Add test coverage for validation methods

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* Remove unused versioning functions

Signed-off-by: Jannic Holzer <[email protected]>

* Fix exception catching for invalid schema, add test for invalid schema

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* Add pylint ignore

Signed-off-by: Jannic Holzer <[email protected]>

* Add tests/databricks to ignore for no-spark tests

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* Update kedro-datasets/kedro_datasets/databricks/managed_table_dataset.py

Co-authored-by: Nok Lam Chan <[email protected]>

* Update kedro-datasets/kedro_datasets/databricks/managed_table_dataset.py

Co-authored-by: Nok Lam Chan <[email protected]>

* Remove spurious mlflow test dependency

Signed-off-by: Jannic Holzer <[email protected]>

* Add explicit check for database existence

Signed-off-by: Jannic Holzer <[email protected]>

* Remove character limit for table names

Signed-off-by: Jannic Holzer <[email protected]>

* Refactor validation steps in ManagedTable

Signed-off-by: Jannic Holzer <[email protected]>

* Remove spurious checks for table and schema name existence

Signed-off-by: Jannic Holzer <[email protected]>

---------

Signed-off-by: Danny Farah <[email protected]>
Signed-off-by: Jannic Holzer <[email protected]>
Co-authored-by: Danny Farah <[email protected]>
Co-authored-by: Danny Farah <[email protected]>
Co-authored-by: Nok Lam Chan <[email protected]>
Signed-off-by: Tom Kurian <[email protected]>
* Update APIDataset docs and refactor

* Acknowledge community contributor

* Fix more broken doc

Signed-off-by: Nok Chan <[email protected]>

* Lint

Signed-off-by: Juan Luis Cano Rodríguez <[email protected]>

* Fix release notes of upcoming kedro-datasets

---------

Signed-off-by: Nok Chan <[email protected]>
Signed-off-by: Juan Luis Cano Rodríguez <[email protected]>
Co-authored-by: Juan Luis Cano Rodríguez <[email protected]>
Co-authored-by: Jannic <[email protected]>
Signed-off-by: Tom Kurian <[email protected]>
* Modify release version and RELEASE.md

Signed-off-by: Jannic Holzer <[email protected]>

* Add proper name for ManagedTableDataSet

Signed-off-by: Jannic Holzer <[email protected]>

* Update kedro-datasets/RELEASE.md

Co-authored-by: Juan Luis Cano Rodríguez <[email protected]>

* Revert lost semicolon for release 1.2.0

Signed-off-by: Jannic Holzer <[email protected]>

---------

Signed-off-by: Jannic Holzer <[email protected]>
Co-authored-by: Juan Luis Cano Rodríguez <[email protected]>
Signed-off-by: Tom Kurian <[email protected]>
* Fix APIDataSet docstring

Signed-off-by: Juan Luis Cano Rodríguez <[email protected]>

* Add release notes

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* Separate [docs] extras from [all] in kedro-datasets

Fix kedro-orggh-143.

Signed-off-by: Juan Luis Cano Rodríguez <[email protected]>

---------

Signed-off-by: Juan Luis Cano Rodríguez <[email protected]>
Signed-off-by: Tom Kurian <[email protected]>
Co-authored-by: Deepyaman Datta <[email protected]>
Signed-off-by: Tom Kurian <[email protected]>
@kuriantom369 kuriantom369 force-pushed the add-stream-datasets branch from 4468c76 to 7f25f3c Compare May 30, 2023 08:52
@noklam noklam mentioned this pull request May 30, 2023
5 tasks
@noklam noklam self-requested a review May 30, 2023 16:22
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This is huge 🔥 , thank you both @tingtingQB and @kuriantom369. I'm gonna release it in 1.3.1 if nothing fails in CI.

Signed-off-by: Tom Kurian <[email protected]>
@noklam noklam merged commit 2acb007 into kedro-org:main May 31, 2023
@@ -0,0 +1,44 @@
# Spark Streaming
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Really like how concise is this file here!

`YAML API <https://kedro.readthedocs.io/en/stable/data/\
data_catalog.html#use-the-data-catalog-with-the-yaml-api>`_:
.. code-block:: yaml
raw.new_inventory:
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Suggested change
raw.new_inventory:
raw.new_inventory:

data_catalog.html#use-the-data-catalog-with-the-yaml-api>`_:
.. code-block:: yaml
raw.new_inventory:
type: streaming.extras.datasets.spark_streaming_dataset.SparkStreamingDataSet
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Suggested change
type: streaming.extras.datasets.spark_streaming_dataset.SparkStreamingDataSet
type: spark.SparkStreamingDataSet

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Also, the docstring has some problems:

sphinx.errors.SphinxWarning: /home/docs/checkouts/readthedocs.org/user_builds/kedro/envs/2485/lib/python3.8/site-packages/kedro_datasets/spark/spark_streaming_dataset.py:docstring of kedro_datasets.spark.spark_streaming_dataset.SparkStreamingDataSet:5:Unexpected indentation.

https://readthedocs.org/projects/kedro/builds/20874133/

Will open a PR to fix this along with @idanov comments.

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