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test: Spark3.3 #2074

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#xxx

What changes are proposed in this pull request?

Briefly describe the changes included in this Pull Request.

How is this patch tested?

  • I have written tests (not required for typo or doc fix) and confirmed the proposed feature/bug-fix/change works.

Does this PR change any dependencies?

  • No. You can skip this section.
  • Yes. Make sure the dependencies are resolved correctly, and list changes here.

Does this PR add a new feature? If so, have you added samples on website?

  • No. You can skip this section.
  • Yes. Make sure you have added samples following below steps.
  1. Find the corresponding markdown file for your new feature in website/docs/documentation folder.
    Make sure you choose the correct class estimators/transformers and namespace.
  2. Follow the pattern in markdown file and add another section for your new API, including pyspark, scala (and .NET potentially) samples.
  3. Make sure the DocTable points to correct API link.
  4. Navigate to website folder, and run yarn run start to make sure the website renders correctly.
  5. Don't forget to add <!--pytest-codeblocks:cont--> before each python code blocks to enable auto-tests for python samples.
  6. Make sure the WebsiteSamplesTests job pass in the pipeline.

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Hey @JessicaXYWang 👋!
Thank you so much for contributing to our repository 🙌.
Someone from SynapseML Team will be reviewing this pull request soon.

We use semantic commit messages to streamline the release process.
Before your pull request can be merged, you should make sure your first commit and PR title start with a semantic prefix.
This helps us to create release messages and credit you for your hard work!

Examples of commit messages with semantic prefixes:

  • fix: Fix LightGBM crashes with empty partitions
  • feat: Make HTTP on Spark back-offs configurable
  • docs: Update Spark Serving usage
  • build: Add codecov support
  • perf: improve LightGBM memory usage
  • refactor: make python code generation rely on classes
  • style: Remove nulls from CNTKModel
  • test: Add test coverage for CNTKModel

To test your commit locally, please follow our guild on building from source.
Check out the developer guide for additional guidance on testing your change.

@JessicaXYWang JessicaXYWang force-pushed the spark3.3 branch 2 times, most recently from 296c3a3 to 9601b4a Compare September 14, 2023 03:05
mhamilton723 and others added 27 commits September 13, 2023 20:29
…ft#2013)

* modified the search engine in the demo notebook to bing

* reformatted

* Update notebooks/features/cognitive_services/CognitiveServices - LangchainTransformer.ipynb

---------

Co-authored-by: Mark Hamilton <[email protected]>
Bumps [semver](https://github.com/npm/node-semver) from 5.7.1 to 5.7.2.
- [Release notes](https://github.com/npm/node-semver/releases)
- [Changelog](https://github.com/npm/node-semver/blob/v5.7.2/CHANGELOG.md)
- [Commits](npm/node-semver@v5.7.1...v5.7.2)

---
updated-dependencies:
- dependency-name: semver
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Mark Hamilton <[email protected]>
…crosoft#2008)

* add prerequisites - openai and cognitive services resources

* Update notebooks/documentation/prerequisites_azure_resources.ipynb

Co-authored-by: Mark Hamilton <[email protected]>

* Update notebooks/documentation/prerequisites_platforms.ipynb

Co-authored-by: Mark Hamilton <[email protected]>

* Update notebooks/documentation/prerequisites_azure_resources.ipynb

Co-authored-by: Mark Hamilton <[email protected]>

* Update notebooks/documentation/prerequisites_azure_resources.ipynb

Co-authored-by: Mark Hamilton <[email protected]>

* Update notebooks/documentation/prerequisites_azure_resources.ipynb

Co-authored-by: Mark Hamilton <[email protected]>

* Update notebooks/documentation/prerequisites_azure_resources.ipynb

Co-authored-by: Mark Hamilton <[email protected]>

* Update notebooks/documentation/prerequisites_platforms.ipynb

Co-authored-by: Mark Hamilton <[email protected]>

* Update notebooks/documentation/prerequisites_platforms.ipynb

Co-authored-by: Mark Hamilton <[email protected]>

* Update notebooks/documentation/prerequisites_platforms.ipynb

Co-authored-by: Mark Hamilton <[email protected]>

* update setting up docs

* Update notebooks/documentation/prerequisites_azure_resources.ipynb

Co-authored-by: Mark Hamilton <[email protected]>

* Update notebooks/documentation/prerequisites_azure_resources.ipynb

Co-authored-by: Mark Hamilton <[email protected]>

* Apply suggestions from code review

Co-authored-by: Mark Hamilton <[email protected]>

---------

Co-authored-by: Mark Hamilton <[email protected]>
…oft#1979)

* update doc for fabric

* use previous multivariate anomaly detection notebook

* revert change

* bring back reviewers changes

* use master isolationForestNotebook

* format and doc bug fix

* fix Multivariate Anomaly Detection doc version

* Update notebooks/features/cognitive_services/CognitiveServices - Multivariate Anomaly Detection.ipynb

Co-authored-by: Mark Hamilton <[email protected]>

* Update notebooks/features/lightgbm/LightGBM - Overview.ipynb

Co-authored-by: Mark Hamilton <[email protected]>

* Update notebooks/features/classification/Classification - Before and After SynapseML.ipynb

* Update notebooks/features/responsible_ai/Interpretability - Tabular SHAP explainer.ipynb

---------
* docs: Refactor docs and doc generation system

* remove old docusaurus versions

* fix broken links

* fix old references

* fix build issues

* small fix

* fix notebook upload

* standardize header

* remove boilerplate

* remove boilerplate

* update boilerplate

* update boilerplate

* fix docgen structure

* fixes
* docs: fix broken links

* Update docs/Explore Algorithms/AI Services/Advanced Usage - Async, Batching, and Multi-Key.ipynb
* add QandA notebook.

Co-authored-by: Kartavya Neema <[email protected]>
Co-authored-by: Amir Jafari <[email protected]>

* address comments.

Co-authored-by: Kartavya Neema <[email protected]>
Co-authored-by: Amir Jafari <[email protected]>

* rename cog services to ai services

* add test to exclude, wait for synapse fix

---------

Co-authored-by: Kartavya Neema <[email protected]>
Co-authored-by: Amir Jafari <[email protected]>
Co-authored-by: Mark Hamilton <[email protected]>
Bumps [actions/checkout](https://github.com/actions/checkout) from 2 to 3.
- [Release notes](https://github.com/actions/checkout/releases)
- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)
- [Commits](actions/checkout@v2...v3)

---
updated-dependencies:
- dependency-name: actions/checkout
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Mark Hamilton <[email protected]>
* Improve LGBM exception and logging

* added log
* fix broken links

* fix broken links
* docs: initial POC of Jessica's fabric doc generator

* update fabric channel

* update fabric channel - rst file

* update fabric channel

* update fabric channel

* add readme, resolve conflict

* add install requires

* update fabric channel

* format channel

* add back WebsiteChannel

* formatting docgen

* Update tools/docgen/docgen/core.py

* Update tools/docgen/docgen/core.py

* fix index issue

* raise warning for if statementmeta in notebookcell output

---------

Co-authored-by: Jessica Wang <[email protected]>
Co-authored-by: JessicaXYWang <[email protected]>
* improve readme
add missing package dependency
fix channel resolution

* revert docgen module prefix

* remove module_name prefix

---------
lhrotk and others added 9 commits September 13, 2023 20:29
* support langchain transformer on fabric

* avoid addtional param

* format code

---------

Co-authored-by: cruise <[email protected]>
* Fixed broken link for developer setup guide

* Fixed broken link for developer setup guide

* Fixed broken link for developer setup guide

---------

Co-authored-by: Brendan Walsh <[email protected]>
Co-authored-by: Mark Hamilton <[email protected]>
Bumps [actions/checkout](https://github.com/actions/checkout) from 3 to 4.
- [Release notes](https://github.com/actions/checkout/releases)
- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)
- [Commits](actions/checkout@v3...v4)

---
updated-dependencies:
- dependency-name: actions/checkout
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
* add vector column option

* add the vector option

* vector fields are added and code compiles, untested

* fix bug on checkparity when the index exists

* add FloatType to edm-spark type conversions

* fix synonymmap

* core functionality works

* add no nested field vector check

* add vector validation check

* modify vector columns behavior when column doesn't exist in df schema

* add another test

* clean up the unit test file

* add more tests

* add openai embedding pipeline test

* address comments

* address comments

* address comments

* update notebook

* change index name in notebook
Verified that 0.9.4 has a dependency issues and reached out to owner who kindly cut a new release
@JessicaXYWang
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/azp run

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Azure Pipelines could not run because the pipeline triggers exclude this branch/path.

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