Files
azuredatastudio/extensions/machine-learning
Alex Ma 8c2cea4ea6 Added saving query (#16883)
* removed clear results and results visible.

* revert changes, still work in progress

* added small debug message

* added flag for state

* removed clear in queryResultsView

* moved carbon edit message

* simplifcation

* fixed spacing

* added clarifying message

* added clarifying comment

* added original tab clear line for future things

* added support for regular saves

* removed vscode changes

* added queryEditorTextInput to other versions

* added stuff

* reverted changes to queryTextEditorInput

* deleted duplicates

* moved untitledQueryEditorInput

* added FileQueryEditorInput constructor

* added instantiation

* added queryEditorTest

* added temporary state for save editor input

* added back in FileQueryEditorInput

* added example of both to test

* restored input.

* Added current results processing

* removed queryeditor import

* added disable dispose, WIP

* added small change to dispose

* added oldUri

* added small changes for adding renameQuery

* added first parts of renameQuery, need to add more in other parts. (Place next to disposeQuery).

* moved rename around in queryModel

* added rename to testQueryManagementServices, now need to add to queryrunner.

* added to queryRunner, need to test

* added renameQuery calls

* added renameQuery to extensions

* moved untitledQueryEditorInput to its old location

* removed duplicate untitledQueryEditorInput

* test import

* test blah

* moved fileQueryEditorInput to services

* deleted original fileQueryEditorInput

* Moved fileQueryEditorInput to new location

* added workbenchinstantiationservice

* added titledQueryEditorInput

* restored untitledQueryEditorInput.ts

* removed instantiation service

* made changes to titledQueryEditorInput

* Revert "deleted original fileQueryEditorInput"

This reverts commit dd5eb19ea1489d9c0dda159e6a798975240dab65.

* reverted back to pre move

* added altered untitledQueryEditorInput

* temporarily using old version of save until determining point where new URI is assigned.

* renamed oldUri to newUri to better reflect its actual use.

* added some debug messages for examining how uris work

* made small changes to untitledQueryEditorInput

* restored save to have actual code.

* moved renameQuery to proposed.

* added partially working save as for results (Pressing run breaks query)

* removed instantiationservice

* added newUri for dataservice

* added queryRunner.uri for queryModelService

* moved untitledQueryEditorInput to old location

* changed todomessage

* added explanation messages

* fixed spaces and added description

* moved untitledQueryEditorInput to new location

* added rename for connectionmanagementservice

* added carbon edit message

* removed carbon edit to editorservice

* removed another space

* added get and set for isSaving value

* removed accessor

* Update azdata.proposed.d.ts

added space

* fixed azdata.proposed

* added changeConnectionUriForQuery

* restored request

* replaced changeconnectionuri to changeuri

* Revert "replaced changeconnectionuri to changeuri"

This reverts commit eed8e518dee69cf2922ff86dc1763e6fb7715a71.

* made required changes

* fixed exclamation mark

* removed error on queryRunner changeconnection

* added save connect button status

* added additional state properties to save

* added wip setstate

* added changes for better naming

* added changes in preparation for vscode merge

* take screenshot of failed test before close editor (#16876)

* Add setting for enabling using new markdown renderer (#16864)

* Add setting for enabling using new markdown renderer

* Use const

* Fix circular dependency

* Default setting to false

* fix refresh node and add sample (#16888)

* Merge from vscode e3c4990c67c40213af168300d1cfeb71d680f877 (#16569)

* Bump VS Code version to latest sync point (#16891)

* Fix duplicate editor windows on reload (#16893)

* reset the icon before use (#16896)

* Undo merge icon change (#16894)

* disable cancel button after clicked once (#16783)

* disable cancel button after clicked once

* remove enabling of cancel button when cancelling

* Update sqlite version for smoke tests (#16903)

* update sqlite

* bump distro

Co-authored-by: chgagnon <chgagnon@microsoft.com>

* add autoCutoverConfiguration to getMigrationStatus (#16803)

* Enable scripting for triggers and other objects (#16885)

* WIP 1

* Add parentName to azdata

* Add some additional types for scripting

* Add parent type name to support view subobjects

* bump dependencies and address review comments

* Modify treeDataChange event (#125214) (#16907)

Modify treeDataChange event to support firing arrays.

* Move create new option for publish to top and filter out system dbs (#16908)

* Move create new option for publish to top

* Move New tag to description

* fix

* Open project to default location (#16910)

* Have create proj from database show default save location as option (#16909)

* Default create proj location to setting

* update icons

* undo

* Put search/ status/refresh in single line (#16898)

* add horizontal scroll bar to output (#16918)

* Fix extension linting warnings and enable extension linting in pipelines (#16922)

* Fix extension linting errors

* fix test

* Update public preview readme for sql migration extension (#16920)

* Add sql bindings package reference to project (#16912)

* list packages and add packages working

* cleanup and remove list packages

* cleanup

* change to pull in latest package version

* Add STS root folder override (#16927)

* Add STS root folder override

* Display message to user

* Show once for any service

* Fix some unhandled promise lint errors (#16924)

* Moved items around to handle new untitledQueryEditorInput location (#16914)

* moved items around to handle new untitledQueryEditorInput location

* added editor inputs to constants.

* added interface for untitledQueryEditorInput

* added IUntitledQueryEditorInput

* Revert "added IUntitledQueryEditorInput"

This reverts commit 67955eb289458e7ac4e7e5ce0ee077f38ed82a2c.

* Revert "added interface for untitledQueryEditorInput"

This reverts commit 88552dbd811b643fd51d5d21f4571b677d7bfc73.

* Revert "Revert "added interface for untitledQueryEditorInput""

This reverts commit 13a89c40e4cb0a3fa495f5b150c066892387e509.

* Revert "Revert "added IUntitledQueryEditorInput""

This reverts commit 8b2258ab49275a271a39036ea1734feca98ee753.

* added extends for IUntitledQueryEditorInput

* added casting in editorGroupView

* Revert "added casting in editorGroupView"

This reverts commit 61500ea43690b08ba2393808a8d118abc60da4ac.

* Revert "Moved items around to handle new untitledQueryEditorInput location (#16914)"

This reverts commit 87a663ee6b7cc3330c0528b20fb74f557451f911.

* Revert "Fix some unhandled promise lint errors (#16924)"

This reverts commit 73218a840df188f1ae26ff1c2e1aa5b85b9cfcb0.

* Revert "Add STS root folder override (#16927)"

This reverts commit 35936d464f2e452cd29659fffef20018ac6ffdd4.

* Revert "Add sql bindings package reference to project (#16912)"

This reverts commit 72d29ed7a7d298716ba159548af1f08adc82db25.

* Revert "Update public preview readme for sql migration extension (#16920)"

This reverts commit 3b3c3921557aabe86c927e6a833c0c41b48f7e23.

* Revert "Fix extension linting warnings and enable extension linting in pipelines (#16922)"

This reverts commit f5ea3e69ae5132c09eba699e8c25d1a1a66e0914.

* Revert "add horizontal scroll bar to output (#16918)"

This reverts commit 76bf86a2536edfe84b0f323571e489d69fe9fe00.

* Revert "Put search/ status/refresh in single line (#16898)"

This reverts commit d9553d09141c159e8b1cc27f6422e51b68800c7c.

* Revert "Have create proj from database show default save location as option (#16909)"

This reverts commit 88b9b7734b467a2552dfeea9c844b90361a660de.

* Revert "Open project to default location (#16910)"

This reverts commit a46170b347a28ff77f40883b055153823a86308e.

* Revert "Move create new option for publish to top and filter out system dbs (#16908)"

This reverts commit 4be47daf63771b6c3b12b786ba687dfc6ca0e3c6.

* Revert "Modify treeDataChange event (#125214) (#16907)"

This reverts commit 4161c21abcc78a9b5a65e52ae7d7f960ea71219b.

* Revert "Enable scripting for triggers and other objects (#16885)"

This reverts commit 2ece3ffb12478faf0f49df1e66bcc7acc0631500.

* Revert "add autoCutoverConfiguration to getMigrationStatus (#16803)"

This reverts commit 366633e7247d508138b45e902d7e034c79763dec.

* Revert "Update sqlite version for smoke tests (#16903)"

This reverts commit 64f66d7b18418b028cfa56b984d6f9979f65cc50.

* Revert "disable cancel button after clicked once (#16783)"

This reverts commit 12044e30746f44188d46a781f582781bf3638762.

* Revert "Undo merge icon change (#16894)"

This reverts commit 0801d14267a9980a2c29374666ad7fee14dfcafb.

* Revert "reset the icon before use (#16896)"

This reverts commit 971c39e8bc5c774fb49d81c5c36617ec45b4078c.

* Revert "Fix duplicate editor windows on reload (#16893)"

This reverts commit 4df3085b09b645a3ef2728c3ab3778fb7a63f2ba.

* Revert "Bump VS Code version to latest sync point (#16891)"

This reverts commit c1bc6639efcdf69d9b9c57cc44af3a1d19514f83.

* Revert "Merge from vscode e3c4990c67c40213af168300d1cfeb71d680f877 (#16569)"

This reverts commit c92da9c02ee221ca69813af69b039d3f3846aa42.

* Revert "fix refresh node and add sample (#16888)"

This reverts commit df820f6c03d167d933d089bfadf5296a7dcaf834.

* Revert "Add setting for enabling using new markdown renderer (#16864)"

This reverts commit e3c036dfbaa0a1e1588f348eb9eb4a7edb4f9bda.

* Revert "take screenshot of failed test before close editor (#16876)"

This reverts commit d466b19a6e56a43654c779c1dab60724b1f0c3db.

* fix spaces

* changed uri to public

* fixed formatting on azdata.proposed

* added queryprovider at the end

* changed already in connections list message.

* added notifyconnectionurichanged

* added changes to fix

* fixed testQueryModelService

* fixed leftover stuff

* more renames

* Added small changes

* added messages to untitledQueryEditorInput

* added work in progress fileQueryEditorInput save as

* fixed space

* removed changeUri

* remove saveAs from queryEditorInput

* removed undefined from createFileQueryEditorInput in untitled.

* changed saveAs for fileQueryEditorInput

* changed saveAs to use createInstance

* bumped version of STS in config.json

* bump version of dataprotocol-client

* update to yarn.lock

* more changes

* removed space for untitledQueryEditorInput

* some refactoring done

* removed already has provider check due to existing provider still existing

* added a comment

* fixed typo

* change results order around

* added already existing connection message

* restored untitledQueryEditorInput

* removed message

* added existing connection

* Revert "added existing connection"

This reverts commit 3cc34f6b1e670bb7b257e046f53560471badfd34.

* add try catch to restore older overwrite file behavior

* added types and error handling

* added error comments.

* changed message of both files

* fixed formatting for azdata.proposed.d.ts

Co-authored-by: Lucy Zhang <luczhan@microsoft.com>
Co-authored-by: Charles Gagnon <chgagnon@microsoft.com>
Co-authored-by: Alan Ren <alanren@microsoft.com>
Co-authored-by: Cory Rivera <corivera@microsoft.com>
Co-authored-by: stuti149 <87131830+stuti149@users.noreply.github.com>
Co-authored-by: Rachel Kim <rackim@microsoft.com>
Co-authored-by: Karl Burtram <karlb@microsoft.com>
Co-authored-by: Barbara Valdez <34872381+barbaravaldez@users.noreply.github.com>
Co-authored-by: Kim Santiago <31145923+kisantia@users.noreply.github.com>
2021-09-03 09:45:32 -07:00
..
2021-09-03 09:45:32 -07:00

Machine Learning extension for Azure Data Studio

The Machine Learning extension for Azure Data Studio enables you to manage packages, import machine learning models, make predictions, and create notebooks to run experiments for SQL databases.

For more information, see the Machine Learning extension documentation.

Installation

Find the Machine Learning extension in Azure Data Studio and install the latest available version.

The following prerequisites need to be installed on the computer you run Azure Data Studio on:

  • Python 3. Specify the local path to a preexisting Python installation under Settings. If you have used a Python kernel notebook in Azure Data Studio, the extension will use the path from the notebook by default.
  • Microsoft ODBC driver 17 for SQL Server for Windows, macOS, or Linux.
  • R 3.5 (optional). Enable R and specify the local path to a preexisting R installation under Settings. This is only required if you want to manage R packages in your database.

For more information on how to install and configure the prerequisites, see the Machine Learning extension documentation.

Manage packages

You can install and uninstall Python and R packages in your SQL database with Azure Data Studio. The packages you install can be used in Python or R scripts running in-database using the sp_execute_external_script T-SQL statement. This feature is currently limited to work with SQL Server Machine Learning Services.

Click on Manage packages in database to install or uninstall a Python or R package. For more information, see how to manage packages with the Machine Learning extension.

Make predictions

With the extension, you can use an ONNX model to make predictions. The model can either be an existing model stored in your database or an imported model. This feature is currently limited to work with Azure SQL Edge.

Click on Make predictions and choose between importing an ONNX model or use an existing model stored in your database. A T-SQL script will then be generated, which you can use to make predictions. For more information, see how to make predictions with the Machine Learning extension.

Import models

The Machine Learning extension can import ONNX models into your database. You can then use these models to make predictions. This feature is currently limited to work with Azure SQL Edge.

Click on Import models and choose between importing a model from a file or from Azure Machine Learning. For more information, see how to import models with the Machine Learning extension.

Create notebook

You can run experiments and create models in Python with a notebook in Azure Data Studio. You can also run T-SQL code, and run Python and R with SQL Server Machine Learning Services, in a notebook.

Click on Create notebook to create a new notebook in Azure Data Studio. For more information, see how to create a notebook with the Machine Learning extension.

Code of Conduct

This project has adopted the Microsoft Open Source Code of Conduct. For more information see the Code of Conduct FAQ or contact opencode@microsoft.com with any additional questions or comments.

Privacy Statement

The Microsoft Enterprise and Developer Privacy Statement describes the privacy statement of this software.

License

Copyright (c) Microsoft Corporation. All rights reserved.

Licensed under the Source EULA.