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docs: simplify data downloading and add mlflow to uplift modelling
Related Issues/PRs
None
What changes are proposed in this pull request?
- Simplified data downloading section in notebooks.
- Added mlflow logging and loading to uplift modelling sample.
- Updated saving dataframe with delta format.
How is this patch tested?
- [x] 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?
- [x] 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?
- [x] No. You can skip this section.
- [ ] Yes. Make sure you have added samples following below steps.
- Find the corresponding markdown file for your new feature in
website/docs/documentationfolder. Make sure you choose the correct classestimators/transformersand namespace. - Follow the pattern in markdown file and add another section for your new API, including pyspark, scala (and .NET potentially) samples.
- Make sure the
DocTablepoints to correct API link. - Navigate to website folder, and run
yarn run startto make sure the website renders correctly. - Don't forget to add
<!--pytest-codeblocks:cont-->before each python code blocks to enable auto-tests for python samples. - Make sure the
WebsiteSamplesTestsjob pass in the pipeline.
AB#1991714
Hey @thinkall :wave:! Thank you so much for contributing to our repository :raised_hands:. Someone from SynapseML Team will be reviewing this pull request soon. We appreciate your patience and contributions :100:!
/azp run
Azure Pipelines successfully started running 1 pipeline(s).
Codecov Report
Merging #1659 (86ccb72) into master (95f451a) will increase coverage by
0.03%. The diff coverage isn/a.
@@ Coverage Diff @@
## master #1659 +/- ##
==========================================
+ Coverage 85.60% 85.63% +0.03%
==========================================
Files 272 272
Lines 14230 14230
Branches 739 739
==========================================
+ Hits 12181 12186 +5
+ Misses 2049 2044 -5
| Impacted Files | Coverage Δ | |
|---|---|---|
| ...zure/synapse/ml/stages/PartitionConsolidator.scala | 95.74% <0.00%> (-2.13%) |
:arrow_down: |
| .../azure/synapse/ml/downloader/ModelDownloader.scala | 88.88% <0.00%> (+1.23%) |
:arrow_up: |
| ...crosoft/azure/synapse/ml/io/http/HTTPClients.scala | 75.00% <0.00%> (+7.35%) |
:arrow_up: |
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