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Scoring services#204

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djm21 wants to merge 83 commits intomastersassoftware/python-sasctl:masterfrom scoring_servicessassoftware/python-sasctl:scoring_servicesCopy head branch name to clipboard

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Commits on Jun 20, 2024

• testing

  

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• "Testing."

  

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• Fixing comments

  

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• Getting a model and input mapping

  

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• Creating score definition JSON information

  

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• Adding comments and adjusting for various API call and responses

  

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• Exits program after an error

  

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• Added original score_execution implementation

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Commits on Jun 21, 2024

• refactor: swap in Service class for ScoreDefinitions class

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Commits on Jun 25, 2024

• Refactoring and adjusting for invalid HTTP status codes

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Commits on Jun 26, 2024

• Raising exception if input file for table does not exist

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• Added import statements

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• Rename score_execution.py to src/_services/score_execution.py

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Commits on Jun 28, 2024

• Rename score_definition.py to src/sasctl/_services/score_definition.py

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Commits on Jul 1, 2024

• refactor: move score_execution to appropriate directory

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• refactor: remove redundant score_definition.py; leave plural form to match API

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• chore: apply black linter

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• refactor: add comments and proper indenting for classmethod

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Commits on Jul 3, 2024

• fix: proper call to model_repository in score_definitions.py

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• fix: proper call to cls for score execution and black formatting

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• First draft of unit testing for score definitions and score execution

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Commits on Jul 5, 2024

• Added comments for test cases in test.score_definitions.py and started building out functions/calls to test for score_execution

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Commits on Jul 11, 2024

• Testing requests approach to pass get_model test

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• refactor: adjust score_definitions.py for easier unit testing

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• test: update unit tests and put in draft score_definitions test

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Commits on Oct 21, 2024

• Formatting score definitions and running binary classification to test scoring services on an example notebook

  

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• Adding fail cases for get_table and upload_file

  

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• First version of all test cases for score definition

  

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• Reformatting

  

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• Reformatting with black version 24.4.2

  

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• Skipping this file for build

  

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• Adding new notebook for Azure Open AI example

  

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• Update register_Azure_Open_AI_REST_Call.ipynb

  

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• Update README.md

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• Edited new Azure OpenAI GPT model example.

  

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• Edited examples README.md file.

  

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• updated casing in model properties so they are correctly read

  

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• GitHub test changes

  

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• Updated xgboost version in tox.ini file

  

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• remove tests for python 3.6 and 3.7 to allow for compatibility with xgboost version 1.7.3

  

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• fix formatting error in build-test-deploy.yml

  

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• update GitHub scoring to allow for compatibility with swat

  

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• change to conftest.py to try to fix issues with GitHub actions

  

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• pinned scikit-learn to 1.5.0 for tox testing

  

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• scikit-learn version less than 1.5.0 for python versions that do not support 1.5.0

  

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• changed scikit-learn to less than 1.5.0 in tox.ini

  

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• further changes to github testing

  

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• more changes to github testing

  

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• change numpy to be less than version 2.0.0 in tox tests

  

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• updated unit tests to align with code changes

  

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• prep for release

  

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• Updating files for testing

  

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• Adding proper return value for successfu; get_definition call

  

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• Raised http error for failed delete API call

  

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• tests: adjustment to score_execution tests

  

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• reformat: adjust score_execution.py to use same style of internal service call

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• tests: fix test_score_execution json reading error

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• Adding frameworks for the rest of score_execution unit tests

  

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• Pushing with all successful test cases

  

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• Fixed mapping issue in score_definitions

  

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• Fixed import statements

  

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• Removed extra print statement and Class call

  

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• Corrected status code comparisons

  

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• Fixed incorrect get_table syntax

  

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• filter changed

  

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• chore: add score-definitions and score-execution service into services.py

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• chore: fix spelling errors

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• fix: proper call to the object uri in modelManagement for score definitions

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• feat: change base score definition to use CAS Gateway

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• refactor: swap model_id to model for ease of use in argument choice

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• feat: add new task to score models in SAS Model Manager

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• Added docstrings and removed list_executions unit tests in test_score_execution.py

  

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• Added this to fix code quality linting error

  

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• Edited test_score_definitions for syntax issue

  

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• black reformatting

  

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• checking black formatting

  

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• added cas gateway optional parameter

  

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• Add files via upload

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• score testing example

  

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• Merge branch 'refs/heads/master' into scoring_services

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Commits on Oct 23, 2024

• pushing correct version

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• Use gateway with score_model_with_cas call

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Commits on Oct 28, 2024

• black reformatting

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