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Add alias support to model URI parsing and disallow reserved aliases #8164

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merged 5 commits into from Apr 6, 2023

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Related Issues/PRs

#8001
#8055
#8094

What changes are proposed in this pull request?

This PR adds alias support to model URI parsing and disallows reserved aliases for latest and version numbers (v###).

How is this patch tested?

  • Existing unit/integration tests
  • New unit/integration tests
  • Manual tests (describe details, including test results, below)

Does this PR change the documentation?

  • No. You can skip the rest of this section.
  • Yes. Make sure the changed pages / sections render correctly in the documentation preview.

Release Notes

Is this a user-facing change?

  • No. You can skip the rest of this section.
  • Yes. Give a description of this change to be included in the release notes for MLflow users.

This PR adds alias support to model URI parsing and disallows reserved aliases for latest and version numbers (v###).

What component(s), interfaces, languages, and integrations does this PR affect?

Components

  • area/artifacts: Artifact stores and artifact logging
  • area/build: Build and test infrastructure for MLflow
  • area/docs: MLflow documentation pages
  • area/examples: Example code
  • area/model-registry: Model Registry service, APIs, and the fluent client calls for Model Registry
  • area/models: MLmodel format, model serialization/deserialization, flavors
  • area/recipes: Recipes, Recipe APIs, Recipe configs, Recipe Templates
  • area/projects: MLproject format, project running backends
  • area/scoring: MLflow Model server, model deployment tools, Spark UDFs
  • area/server-infra: MLflow Tracking server backend
  • area/tracking: Tracking Service, tracking client APIs, autologging

Interface

  • area/uiux: Front-end, user experience, plotting, JavaScript, JavaScript dev server
  • area/docker: Docker use across MLflow's components, such as MLflow Projects and MLflow Models
  • area/sqlalchemy: Use of SQLAlchemy in the Tracking Service or Model Registry
  • area/windows: Windows support

Language

  • language/r: R APIs and clients
  • language/java: Java APIs and clients
  • language/new: Proposals for new client languages

Integrations

  • integrations/azure: Azure and Azure ML integrations
  • integrations/sagemaker: SageMaker integrations
  • integrations/databricks: Databricks integrations

How should the PR be classified in the release notes? Choose one:

  • rn/breaking-change - The PR will be mentioned in the "Breaking Changes" section
  • rn/none - No description will be included. The PR will be mentioned only by the PR number in the "Small Bugfixes and Documentation Updates" section
  • rn/feature - A new user-facing feature worth mentioning in the release notes
  • rn/bug-fix - A user-facing bug fix worth mentioning in the release notes
  • rn/documentation - A user-facing documentation change worth mentioning in the release notes

Signed-off-by: Arpit Jasapara <arpit.jasapara@databricks.com>
@github-actions github-actions bot added area/model-registry Model registry, model registry APIs, and the fluent client calls for model registry rn/feature Mention under Features in Changelogs. labels Apr 4, 2023
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mlflow-automation commented Apr 4, 2023

Documentation preview for 83afd5e will be available here when this CircleCI job completes successfully.

More info

mlflow/utils/validation.py Outdated Show resolved Hide resolved
mlflow/utils/validation.py Outdated Show resolved Hide resolved
Signed-off-by: Arpit Jasapara <arpit.jasapara@databricks.com>
Signed-off-by: Arpit Jasapara <arpit.jasapara@databricks.com>
@arpitjasa-db arpitjasa-db requested a review from harupy April 4, 2023 22:58
suffix = m.group("suffix") if "suffix" in m.groupdict() else None
alias = m.group("alias") if "alias" in m.groupdict() else None
if (
(model_name is None or model_name == "")
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Suggested change
(model_name is None or model_name == "")

I think this line can be removed because the model_name group is not optional.

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Yeah I replaced it with model_name.strip() to make sure the name isn't just whitespace

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@harupy harupy left a comment

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LGTM once the remaining comments are addressed :)

Signed-off-by: Arpit Jasapara <arpit.jasapara@databricks.com>
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@BenWilson2 BenWilson2 left a comment

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LGTM! :)

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@smurching smurching left a comment

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Basically LGTM, just had minor comments. Thanks @arpitjasa-db !

Signed-off-by: Arpit Jasapara <arpit.jasapara@databricks.com>
@arpitjasa-db arpitjasa-db merged commit 93ee352 into mlflow:master Apr 6, 2023
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5 participants