raising a work around for command job and spark job name lowering case

[achauhan-scc]

Description

Problem:

Updates of job are failing using SDK V2. Two issues

• SDK is failing to parse the API response.
• Even only allowed properties (Tags) are modified, API validation is failing claiming other properties are modified.

Fixes:

• "from_rest_object" of Sweep Job is not converting API object to SDK object for objective property which causing a failure, as a fix converting objective to SDK object, sweep_job.py (330)
• while fetching the job from API SDK is using older version of rest object which causing to drop a property resource as fix repopulating that value from trails, (API is also doing the similar logic) -> sweep_job.py (271 - 274)
• API is sending the fully qualified path for environment, SDK was missing a check of is_ARM_id_for_resource, before calling the resolver, as fix added the check so SDK do not resolve the environment path if its fully qualified. -> job_operations.py (1476 - 1480)

All SDK Contribution checklist:

• The pull request does not introduce [breaking changes]
• CHANGELOG is updated for new features, bug fixes or other significant changes.
• I have read the contribution guidelines.

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• Pull request includes test coverage for the included changes.

[azure-sdk]

API change check

APIView has identified API level changes in this PR and created following API reviews.

azure-ai-ml