Synapseml

Features
- **SubscriptionKey and Temperature**: Added parameters for enhanced configurability. ([2324], authored by sss04)
- **Global Parameters**: Introduced global parameters for broader flexibility. ([2318], authored by sss04)

Bugfixes
- **Certified Events**: Fixed certified events emitting issue. ([2335], authored by mhamilton723)
- **OpenAIPrompt**: Fixed various bugs. ([2334], authored by sss04)
- **LangChain Error Handling**: Resolved crashes with `openai > 1.0.0`. ([2307], authored by lhrotk and mslhrotk)

Build
- **SynapseML**: Bumped to version `1.0.9`. ([2338], authored by mhamilton723)
- **Sklearn Datasets**: Removed dependency. ([2337], authored by mhamilton723)
- **NLTK Version**: Pinned an older version of `nltk`. ([2309], authored by FarrukhMasud and FMasudMsft)

Fixes
- **Azure Maps**: Fixed failing tests. ([2325], authored by mhamilton723)

Improvements
- **OpenAIDefaults**: Wrapped for Python for easier usage. ([2327], authored by sss04)
- **Response Format**: Added `responseFormat` parameter in OpenAI Chat Completion Request. ([2329], authored by FarrukhMasud and FMasudMsft)
- **Post-Processing**: Improved settings for better intelligence. ([2325], authored by FarrukhMasud and FMasudMsft)
- **Optional Params Optimization**: Optimized `getOptionalParams` in `HasOpenAITextParams`. ([2315], authored by FarrukhMasud and FMasudMsft)

Documentation

Maintenance
- **Azure Key Vault**: Updated task version. ([2313], authored by FarrukhMasud and FMasudMsft)
- **Failing Test**: Disabled a failing test. ([2311], authored by FarrukhMasud and FMasudMsft)


v1.0.9-spark3.5


v1.0.9-spark3.3


v1.0.8-spark3.5


v1.0.8-spark3.3

Acknowledgements
We would like to acknowledge the developers and contributors, both internal and external who helped create this version of SynapseML.\n



Changes:

* bd5b4013a14eed84d4ecf6b87ec6f6bc66925eaa chore: bump synapseml to 1.0.7 (2298)
* 9905ae80a2805e37aeeb2a0c1e811caf4a38b557 chore: bump synapseml to 1.0.6 (2295)
* 8e1c6f881daca538913a966f7aa02bdf3959822a feat: Change Fabric Cog Service Token to Support Billing (2291)
* 6854b5f475db6fb6cb52bbe93cd700ee1ca612e8 chore: update pipeline branches
* c52758c55970b52ef0215ff130662eebdecc395c Update pipeline.yaml
* f3953bc403ce25470b38ec2530581c1be5ff7789 fix: update default anomaly detector version to compatible non-preview (2280)
* 478e8a24812195d1cef32035ee865dc72e7d7bf9 fix: fix openai prompt behavior on RAI errors (2279)

This list of changes was [auto generated](https://msdata.visualstudio.com/A365/_build/results?buildId=144812465&view=logs).

v1.0.7-spark3.5


v1.0.7-spark3.3

Acknowledgements
We would like to acknowledge the developers and contributors, both internal and external who helped create this version of SynapseML.\n



Changes:

* 9905ae80a2805e37aeeb2a0c1e811caf4a38b557 chore: bump synapseml to 1.0.6 (2295)
* 8e1c6f881daca538913a966f7aa02bdf3959822a feat: Change Fabric Cog Service Token to Support Billing (2291)
* 6854b5f475db6fb6cb52bbe93cd700ee1ca612e8 chore: update pipeline branches
* c52758c55970b52ef0215ff130662eebdecc395c Update pipeline.yaml
* f3953bc403ce25470b38ec2530581c1be5ff7789 fix: update default anomaly detector version to compatible non-preview (2280)
* 478e8a24812195d1cef32035ee865dc72e7d7bf9 fix: fix openai prompt behavior on RAI errors (2279)

This list of changes was [auto generated](https://msdata.visualstudio.com/A365/_build/results?buildId=144811847&view=logs).

Acknowledgements
We would like to acknowledge the developers and contributors, both internal and external who helped create this version of SynapseML.\n



Changes:

* 392f60112bdd965cab3190d57fbfcdb31083f7c2 chore: bump synapseml version to v1.0.5 (2273)
* 5c9d30407726be0fc9710a50c61f2af609471b31 chore: make debugging getterSetter tests easier (2272)
* eb309feccb2179896335ded54baa3c33efc86665 fix: tiny bug fix to avoid KeyError (2264)
* 72f99c852523bde612bd9a1b77d12862f66c52ac Update pipeline.yaml
* 8a631711f01c7c202d0b8708bafb2d5ec9bdd007 Update conda.yml
* c7ebfb290da6fc2ea664c53d2c06568698b7f438 Update conda.yml
* 8dc849773d0138bc4c5142dd6ac58d221ec675d5 chore: fix typo in conda env stage name
* 7956d93df4404fa3855e2137e6137f7357e4f2a9 chore: fix conda caching in builds (2261)
* 84ed59d859b70977fa10b61a1cce98fc661dc0dd chore: improve test reliability (2260)
* e3c878425ab00e6f5fbaa9b8c0ddfe72b61161ff chore: Allow logging without inheritance (2257)
<details><summary><b>See More</b></summary>

* 7c23d835d713d5e02798cd6a8b49db6389355541 Enable custom headers in OpenAIPrompt (2259)
* 6da5f57401d7032ebd4fdccdba3e3ca5fbac6c83 feat: Add custom embedder (2236)
* 12d8113711231ea45b49189ce260fdfc3a59c718 chore: Add feature name to log_verb (2255)
* 46f16e085ff8866bcbc7b6615709e8d903bd2e0c chore: give tests more time (2254)
* d453ba2a8c0e4fa83d5387ac0a7d7025abbe84bd build: bump braces from 3.0.2 to 3.0.3 in /website (2239)
* 5a191b591f7e5c61b4b1fe76bd4c98bef25e4c46 chore: improve local python development (2252)
* 8fb3e0ae93b5881b9d0e0479f0c91545f04c2eb6 build: bump ws from 7.5.9 to 7.5.10 in /website (2241)
* 33180ef9a93f0da31a1b8fbdb6b892135665e79e chore: fix remaining build errors (2250)
* a7029851ee51d1bf7534c764e5552b7638d8480b chore: fix databricks tests and MAD test errors (2249)
* c033077a3a20f5779fd7efc7b2beab98937efb34 feat: Enable GPT-4 in OpenAIPrompt (2248)
* b19b991b4fd76e5588b2e4902a7d8909c7778977 chore: fix synapse tests and forms (2245)
* a5df69c8a7aaf7af48aaff5d7a34265d2b3472b3 fix: Make setCustomHeaders compatible with Pyspark (2247)
* c94d84a144494fb61952d348bcd8a3614d7316a3 feat: Adding Custom Url Endpoints and Headers (2232)
* 4c7f11ffa76e91318a471a85cf26b958292c222d docs: Update Developer Setup to remove WinUtils step and include ScalaTest Configuration update. (2244)
* 5b2746b0901c802eb10dd5045765eb9595b18fac chore: fix errors in build pipeline (2243)
* 440f18e8ad5dbeef7045eeb9e8fa1b38d531ce9f fix platform detection logic (2234)
* 91e552c1bc4f38bd286724c9a9cc7ecbdc8d2cd0 chore: stop conda from using --force (2238)
* a8820fee67975f14dbaf5ec2df94645028cfa8b1 chore: update generate fabric doc (2214)
* 5c3734280dd364743ab47f61fcb54914e35951b5 chore: update resource location (2225)
* a31b3f0d844a4fa7c5644d76198a2df2672d9962 chore: update esrp names
* 04897e059502d9c705894f51d190599df4ea65ca chore: remove names from ESRP install
* 7b54e8900be2156b410704a8b2e31971b9468835 chore: switch to msi based tokens (2221)
* a72b94bc62b88ea5833d6e9fe1663a68027962f7 Update clean-acr.yml
* 80a5cb84811cba01f074261152eff0f58dbfe97b chore: fix clean acr (2222)
* 42371e444bcc5bdf5f8010c256e8d177a13c52fd Added files for onebranch builds
* 93829b1708e3480b041e7fa2729bc7f1a0608675 Update clean-acr.yml
* d234d79ab2bec95095f1743b453c036e38d58f1c chore: fix esrp to use new auth (2218)
* d0a21610c58693d158fcc853432a4283472f0ec6 chore: add support for dimensions parameter to OpenAIEmbedding (2215)
* edb8c5406c4340a4466f01f7372c9b891549dcc7 ci: set pull-requests read permission (2217)
* e10a91e192fcdad430174e9cfc6e10e7135e8f9d Update OpenAI.ipynb (Typo "Azure Open AI"→"Azure OpenAI") (2216)
* 1ed7dd22fd0837061ed6835b03813e11dc013a64 chore: remove hack for materializing keys (2211)
* 786e59aee653a963e7cf7284420142ba7238ddc2 docs: update isolation forest doc (2210)
* 44873989ac217a5816ad599749942a8dddcf1c07 chore: break up build steps to improve stability (2208)
* 07b2451e3b3ad123f5708911e359bdedae5602fd chore: add conda env caching (2207)
* d789b02b9edfd095a1b0af5ba9177d06e195b1da chore: remove storage keys and dotnet (2205)
* 139b13bda19b7c364c5cc076123690f4aa054adb chore: fix synapse notebook demo (2204)
* 1c6970213524510966cf373ac51528a169c558c0 chore: add more build retries (2203)
* 605faa40229220c5cfb9b58a7b0e988ca90b5917 chore: add more retries to build steps (2201)
* 23fe098916823a381124d021b0307ca1de937a56 docs: update multivariate anomaly detection - fabric doc edit (2191)
* 5adc9ba2daf177e312febef791d8b05b170d9df2 chore: fix website version list

This list of changes was [auto generated](https://msdata.visualstudio.com/A365/_build/results?buildId=139270573&view=logs).</details>

v1.0.5-spark3.5


v1.0.5-spark3.3


v1.0.4-spark3.5


v1.0.4-spark3.3