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Why? 📖

Allow users to automatically create feature sets readers and features

What? 🔧

  • A class that extract readers and features from a SQL String and infer data types with a sample DataFrame

@ralphrass ralphrass self-assigned this Mar 7, 2024
@ralphrass ralphrass changed the title feat: add feature set creation script feat(MLOP-2145): add feature set creation script Mar 8, 2024
@albjoaov
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albjoaov commented Mar 8, 2024

Working on some suggestions here #352. WDYT?

ralphrass and others added 2 commits March 8, 2024 11:43
* feat(updating-auto-fs-creation): adding methods to the class as private and add Table dataclass

* feat(updating-auto-fs-creation): using dataclass and adding typing

* feat(updating-auto-fs-creation): finish using all type hints and apply format

* feat(updating-auto-fs-creation): add docstring and auto-infer by df

* fix(updating-auto-fs-creation): remove unused format

* feat(updating-auto-fs-creation): creating flake8 ignore list

* feat(updating-auto-fs-creation): apply fmt

* feat(updating-auto-fs-creation): init file

* feat(updating-auto-fs-creation): making more readable

* feat(updating-auto-fs-creation): remove wrong file

* feat(updating-auto-fs-creation): apply fmt

* feat(updating-auto-fs-creation): ignoring mypy

* feat(updating-auto-fs-creation): add unit test

* feat(updating-auto-fs-creation): using Dataframe from pyspark
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sonarqubecloud bot commented Mar 8, 2024

Quality Gate Passed Quality Gate passed

Issues
3 New issues
0 Accepted issues

Measures
0 Security Hotspots
No data about Coverage
0.0% Duplication on New Code

See analysis details on SonarCloud

@ralphrass ralphrass marked this pull request as ready for review April 11, 2024 13:40
@ralphrass ralphrass requested a review from a team as a code owner April 11, 2024 13:40
@ralphrass ralphrass merged commit 688a5b3 into staging Apr 11, 2024
ralphrass added a commit that referenced this pull request Apr 15, 2024
* feat: add feature set creation script

* feat(mlop-2145): updating auto fs creation (#352)

* feat(updating-auto-fs-creation): adding methods to the class as private and add Table dataclass

* feat(updating-auto-fs-creation): using dataclass and adding typing

* feat(updating-auto-fs-creation): finish using all type hints and apply format

* feat(updating-auto-fs-creation): add docstring and auto-infer by df

* fix(updating-auto-fs-creation): remove unused format

* feat(updating-auto-fs-creation): creating flake8 ignore list

* feat(updating-auto-fs-creation): apply fmt

* feat(updating-auto-fs-creation): init file

* feat(updating-auto-fs-creation): making more readable

* feat(updating-auto-fs-creation): remove wrong file

* feat(updating-auto-fs-creation): apply fmt

* feat(updating-auto-fs-creation): ignoring mypy

* feat(updating-auto-fs-creation): add unit test

* feat(updating-auto-fs-creation): using Dataframe from pyspark

---------

Co-authored-by: João Albuquerque <[email protected]>
ralphrass added a commit that referenced this pull request Apr 15, 2024
* feat(MLOP-2145): add feature set creation script (#351)

* feat: add feature set creation script

* feat(mlop-2145): updating auto fs creation (#352)

* feat(updating-auto-fs-creation): adding methods to the class as private and add Table dataclass

* feat(updating-auto-fs-creation): using dataclass and adding typing

* feat(updating-auto-fs-creation): finish using all type hints and apply format

* feat(updating-auto-fs-creation): add docstring and auto-infer by df

* fix(updating-auto-fs-creation): remove unused format

* feat(updating-auto-fs-creation): creating flake8 ignore list

* feat(updating-auto-fs-creation): apply fmt

* feat(updating-auto-fs-creation): init file

* feat(updating-auto-fs-creation): making more readable

* feat(updating-auto-fs-creation): remove wrong file

* feat(updating-auto-fs-creation): apply fmt

* feat(updating-auto-fs-creation): ignoring mypy

* feat(updating-auto-fs-creation): add unit test

* feat(updating-auto-fs-creation): using Dataframe from pyspark

---------
lecardozo pushed a commit that referenced this pull request Feb 18, 2025
🤖 I have created a release *beep* *boop*
---


##
[1.5.0](v1.4.8...v1.5.0)
(2025-02-18)


### Features

* **MLOP-1985:** optional params
([#347](#347))
([9bcca0e](9bcca0e))
* **MLOP-2145:** add feature set creation script
([#351](#351))
([688a5b3](688a5b3))
* **MLOP-2236:** add NTZ
([#360](#360))
([2a5a6e8](2a5a6e8))
* **mlop-2269:** bump versions
([#355](#355))
([887fbb2](887fbb2))
* **mlop-2455:** add release please workflow
([#398](#398))
([353a9b5](353a9b5))
* **mlop-2456:** add protection to host setting on cassandra_client
([#385](#385))
([ab551c0](ab551c0))
* optional row count validation
([#340](#340))
([2a19009](2a19009))


### Bug Fixes

* Cassandra config keys
([#366](#366))
([81c2c17](81c2c17))
* cassandra configs
([#364](#364))
([6363e03](6363e03))
* include extra-files config for version bump
([#400](#400))
([49c91fa](49c91fa))
* **MLOP-2519:** avoid configuring logger at lib level
([#393](#393))
([b7c7d48](b7c7d48))
* move incremental filter
([#388](#388))
([b802f69](b802f69))
* new type
([#368](#368))
([b1949cd](b1949cd))
* parameter, libs
([#341](#341))
([ca1a16d](ca1a16d))
* performance adjustments, migrate
([#378](#378))
([52d4911](52d4911))
* performance improvements
([#374](#374))
([11cc5d5](11cc5d5))
* publish and dev versions
([#359](#359))
([cbda73d](cbda73d))
* release-please action runner
([#402](#402))
([216bd50](216bd50))
* remove unwanted configs for release-please
([#403](#403))
([b2b554e](b2b554e))
* rollback repartition
([#386](#386))
([a11a699](a11a699))
* Rollback to latest stable release
([#391](#391))
([5e6f416](5e6f416))
* sphinx version
([#356](#356))
([5af8a05](5af8a05))
* version, format
([#376](#376))
([5f7028b](5f7028b))

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
albjoaov added a commit that referenced this pull request Feb 19, 2025
🤖 I have created a release *beep* *boop*
---


##
[1.5.0](1.4.7...1.5.0)
(2025-02-19)


### Features

* **MLOP-1985:** optional params
([#347](#347))
([9bcca0e](9bcca0e))
* **MLOP-2145:** add feature set creation script
([#351](#351))
([688a5b3](688a5b3))
* **MLOP-2236:** add NTZ
([#360](#360))
([2a5a6e8](2a5a6e8))
* **mlop-2269:** bump versions
([#355](#355))
([887fbb2](887fbb2))
* **mlop-2455:** add release please workflow
([#398](#398))
([353a9b5](353a9b5))
* **mlop-2456:** add protection to host setting on cassandra_client
([#385](#385))
([ab551c0](ab551c0))
* optional row count validation
([#340](#340))
([2a19009](2a19009))


### Bug Fixes

* Cassandra config keys
([#366](#366))
([81c2c17](81c2c17))
* cassandra configs
([#364](#364))
([6363e03](6363e03))
* include extra-files config for version bump
([#400](#400))
([49c91fa](49c91fa))
* **MLOP-2519:** avoid configuring logger at lib level
([#393](#393))
([b7c7d48](b7c7d48))
* **mlop-2649:** fix release process
([#406](#406))
([880bc0c](880bc0c))
* move incremental filter
([#388](#388))
([b802f69](b802f69))
* new type
([#368](#368))
([b1949cd](b1949cd))
* parameter, libs
([#341](#341))
([ca1a16d](ca1a16d))
* performance adjustments, migrate
([#378](#378))
([52d4911](52d4911))
* performance improvements
([#374](#374))
([11cc5d5](11cc5d5))
* publish and dev versions
([#359](#359))
([cbda73d](cbda73d))
* release-please action runner
([#402](#402))
([216bd50](216bd50))
* remove unwanted configs for release-please
([#403](#403))
([b2b554e](b2b554e))
* rollback repartition
([#386](#386))
([a11a699](a11a699))
* Rollback to latest stable release
([#391](#391))
([5e6f416](5e6f416))
* sphinx version
([#356](#356))
([5af8a05](5af8a05))
* version, format
([#376](#376))
([5f7028b](5f7028b))

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

---------

Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: joao.albuquerque <[email protected]>
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2 participants