From c06ea3adb9851e058a8b8cd8cabcca3bae00eadc Mon Sep 17 00:00:00 2001 From: manu-sj <152865565+manu-sj@users.noreply.github.com> Date: Wed, 8 Jul 2026 11:43:33 +0200 Subject: [PATCH] [FSTORE-2049] Add support for Mandatory Tags in Models and Deployments (#611) * [FSTORE-2049] Add support for Mandatory Tags in Models and Deployments https://hopsworks.atlassian.net/browse/FSTORE-2049 Document tags on models and deployments and the new mandatory tags feature. Extend the tags guide with model and deployment add_tag, get_tags and delete_tag examples, and note that model and deployment tags are stored and retrievable but not indexed for free text search. Add a mandatory tags guide covering cluster-wide and project-specific configuration across all artifact types and the missing_mandatory_tags surfacing on models and deployments. Register the new page in the nav. Signed-off-by: Manu Sathyarajan Joseph Co-Authored-By: Claude Opus 4.7 (1M context) * [FSTORE-2049] Add support for Mandatory Tags in Models and Deployments https://hopsworks.atlassian.net/browse/FSTORE-2049 Give the model and deployment example tabs distinct labels. Two consecutive tabs titled "Python" in one tab group render ambiguously in mkdocs-material; label them "Model (Python)" and "Deployment (Python)" in the tags and mandatory tags guides. Signed-off-by: Manu Sathyarajan Joseph Co-Authored-By: Claude Opus 4.7 (1M context) * [FSTORE-2049] Add support for Mandatory Tags in Models and Deployments https://hopsworks.atlassian.net/browse/FSTORE-2049 Name the unaffected artifacts explicitly in the mandatory tags example instead of the ambiguous "feature store artifacts". Signed-off-by: Manu Sathyarajan Joseph Co-Authored-By: Claude Opus 4.7 (1M context) * [FSTORE-2049] Add support for Mandatory Tags in Models and Deployments https://hopsworks.atlassian.net/browse/FSTORE-2049 Replace the ambiguous [tags][tags] autorefs cross-references in the mandatory tags guide with explicit relative links to tags.md, fixing the strict CI build (mkdocs_autorefs found four pages defining a "tags" anchor and aborted). Correct the missing_mandatory_tags refresh semantics: the property is populated at fetch time and add_tag does not update the object in hand, so the model and deployment examples now refetch the artifact and check the property again. Document the write-path enforcement: the bulk tag REST endpoint (PUT .../tags with the full tag set) rejects a set omitting a mandatory tag with HTTP 400 INVALID_MANDATORY_TAG (370008), while single-tag writes such as add_tag() are not gated. Clarify per-artifact enforcement: feature groups, feature views and training datasets are validated at creation and rejected when a mandatory tag is missing, while models and deployments are created regardless and surface the gap via missing_mandatory_tags. Drop the unsupported "before it is promoted" claim from the intro, and extend the tags guide enumerations to include models and deployments now that they support tags. Signed-off-by: Manu Sathyarajan Joseph Co-Authored-By: Claude Fable 5 * [FSTORE-2049] Add support for Mandatory Tags in Models and Deployments https://hopsworks.atlassian.net/browse/FSTORE-2049 Update the mandatory tags guide so models and deployments are documented the same way as feature groups, feature views and training datasets: enforced at creation and surfaced on read. The create request is validated against the configured mandatory tags, so a missing mandatory tag rejects the create with HTTP 400, and an artifact created before a tag became mandatory stays valid but warns on fetch. Merge the previously split per-artifact enforcement section into a single description covering all five artifact types. Add create-time examples passing the mandatory tag through create_model(tags=...), model.deploy(tags=...) and create_deployment(tags=...) with concrete literal values so creation succeeds. Show the get-time UserWarning: Missing mandatory tags emitted when refetching a pre-existing model or deployment. This corrects the earlier surface-only description that singled out models and deployments as non-blocking. Signed-off-by: Manu Sathyarajan Joseph Co-Authored-By: Claude Fable 5 * [FSTORE-2049] Add support for Mandatory Tags in Models and Deployments https://hopsworks.atlassian.net/browse/FSTORE-2049 Update the mandatory tags examples to pass tags in the shared name/value list form accepted by the Tag normalizer, matching how feature groups take tags. The create-time examples for create_model, model.deploy, and create_deployment previously passed tags as a {tag_name: tag_value} mapping, which the Tag normalizer does not accept and would silently drop. Each now passes a list of {"name": ..., "value": ...} dictionaries. The surrounding prose is updated to describe the accepted shape. Signed-off-by: Manu Sathyarajan Joseph Co-Authored-By: Claude Fable 5 * [FSTORE-2049] Add support for Mandatory Tags in Models and Deployments https://hopsworks.atlassian.net/browse/FSTORE-2049 Drop the separate model and deployment tags subsection from the tags guide. The add_tag, get_tag, get_tags, and delete_tag APIs are identical across artifact types, so extend the existing note to say the same APIs work for feature views, training datasets, models, and deployments rather than repeating the examples. Signed-off-by: Manu Sathyarajan Joseph Co-Authored-By: Claude Fable 5 * [FSTORE-2049] Add support for Mandatory Tags in Models and Deployments https://hopsworks.atlassian.net/browse/FSTORE-2049 Correct the location for configuring project-specific mandatory tags. They are set by an administrator from Cluster settings > Projects by selecting the project, not from the project's own settings. Signed-off-by: Manu Sathyarajan Joseph Co-Authored-By: Claude Fable 5 * [FSTORE-2049] Add support for Mandatory Tags in Models and Deployments https://hopsworks.atlassian.net/browse/FSTORE-2049 Remove the single-tag and bulk tag writes section and inline its HTTP 400 detail into the two places that referenced it, so the mandatory tags guide focuses on creation-time enforcement without the extra section. Signed-off-by: Manu Sathyarajan Joseph Co-Authored-By: Claude Fable 5 * [FSTORE-2049] Add support for Mandatory Tags in Models and Deployments https://hopsworks.atlassian.net/browse/FSTORE-2049 Add feature group, feature view, and training dataset examples to the attach-mandatory-tags-at-creation section, so the tags argument is shown for all five artifact types rather than only models and deployments. Signed-off-by: Manu Sathyarajan Joseph Co-Authored-By: Claude Fable 5 * [FSTORE-2049] Add support for Mandatory Tags in Models and Deployments https://hopsworks.atlassian.net/browse/FSTORE-2049 Add UI screenshots to the mandatory tags configuration section: the cluster-wide governance policies under Cluster settings > Tag Schemas, and the project-specific mandatory tags under Cluster settings > Projects when editing a project. Signed-off-by: Manu Sathyarajan Joseph Co-Authored-By: Claude Fable 5 --------- Signed-off-by: Manu Sathyarajan Joseph Co-authored-by: Claude Opus 4.7 (1M context) (cherry picked from commit 7d11815746ba3c7f7be983f45dc9ac93d55516a2) --- .../tags/cluster_wide_mandatory_tags.png | Bin 0 -> 136589 bytes .../guides/tags/project_mandatory_tags.png | Bin 0 -> 146213 bytes docs/user_guides/fs/tags/mandatory_tags.md | 186 ++++++++++++++++++ docs/user_guides/fs/tags/tags.md | 7 +- mkdocs.yml | 1 + 5 files changed, 191 insertions(+), 3 deletions(-) create mode 100644 docs/assets/images/guides/tags/cluster_wide_mandatory_tags.png create mode 100644 docs/assets/images/guides/tags/project_mandatory_tags.png create mode 100644 docs/user_guides/fs/tags/mandatory_tags.md diff --git a/docs/assets/images/guides/tags/cluster_wide_mandatory_tags.png b/docs/assets/images/guides/tags/cluster_wide_mandatory_tags.png new file mode 100644 index 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Mandatory Tags + +## Introduction + +Mandatory tags let a Hopsworks administrator require that specific tag schemas are populated on artifacts. +They build on top of [tags](tags.md) and are used to enforce governance rules, such as requiring every model to declare a data owner. + +A mandatory tag is a tag schema that has been marked as required for one or more artifact types. +The supported artifact types are feature groups, feature views, training datasets, models and deployments. + +## Prerequisites + +A mandatory tag references an existing tag schema. +Define the tag schema first, as described in the [Tags](tags.md) guide, before marking it mandatory. + +Only administrators can configure mandatory tags. +Attaching the tag values afterwards is done by any project member with write access to the artifact. + +## Configure mandatory tags + +Mandatory tags are configured in two scopes. + +- Cluster-wide mandatory tags apply to every project on the cluster. + They are configured by an administrator in the `Cluster settings` > `Tag schemas` section. + + Configure cluster-wide mandatory tags under Cluster settings, Tag Schemas + +- Project-specific mandatory tags apply only to a single project. + They are configured by an administrator in the `Cluster settings` > `Projects` section, by selecting the project. + + Configure project-specific mandatory tags under Cluster settings, Projects, by editing a project + +For each mandatory tag you select the artifact types it applies to. +A tag schema can be mandatory for any combination of feature groups, feature views, training datasets, models and deployments. +For example, a `data_owner` schema can be marked mandatory for models and deployments only, leaving feature groups, feature views and training datasets unaffected. + +## Enforcement per artifact type + +All five artifact types, feature groups, feature views, training datasets, models and deployments, enforce mandatory tags the same way. + +The create request is validated against the configured mandatory tags. +If any mandatory tag is missing from the tags provided at creation, the artifact is not created and the request is rejected with an HTTP 400 error that lists the missing tag names. +The bulk tag endpoint applies the same validation. + +An artifact created before a tag was marked mandatory stays valid and is not deleted. +The missing tag is surfaced on read through the `missing_mandatory_tags` property, described in [Missing mandatory tags on pre-existing artifacts](#missing-mandatory-tags-on-pre-existing-artifacts), and on the artifact page in the UI. + +## Attach mandatory tags at creation + +Pass the mandatory tag values in the `tags` argument of the create call so the create request carries them and passes validation. +The `tags` argument takes the same shape as feature group tags: a `{"name": ..., "value": ...}` dictionary, a list of such dictionaries, or `Tag` objects, where the value is a single primitive or a dictionary matching the tag schema. + +=== "Feature Group (Python)" + + ```python + fs = project.get_feature_store() + + # data_owner is mandatory for feature groups; pass it at creation + fg = fs.create_feature_group( + name="transactions", + version=1, + primary_key=["id"], + tags=[{"name": "data_owner", "value": "email@hopsworks.ai"}], + ) + fg.insert(df) + ``` + +=== "Feature View (Python)" + + ```python + fs = project.get_feature_store() + fg = fs.get_feature_group("transactions", version=1) + + # data_owner is mandatory for feature views; pass it at creation + fv = fs.create_feature_view( + name="transactions_fv", + version=1, + query=fg.select_all(), + tags=[{"name": "data_owner", "value": "email@hopsworks.ai"}], + ) + ``` + +=== "Training Dataset (Python)" + + ```python + fs = project.get_feature_store() + fv = fs.get_feature_view("transactions_fv", version=1) + + # data_owner is mandatory for training datasets; pass it at creation + td_version, td_job = fv.create_training_data( + tags=[{"name": "data_owner", "value": "email@hopsworks.ai"}], + ) + ``` + +=== "Model (Python)" + + ```python + mr = project.get_model_registry() + + # data_owner is mandatory for models; pass it at creation + model = mr.python.create_model( + name="fraud_model", + metrics={"accuracy": 0.94}, + tags=[{"name": "data_owner", "value": "email@hopsworks.ai"}], + ) + model.save("/path/to/model_artifacts") + + # Deploy the model; pass the mandatory deployment tag on the deploy call + deployment = model.deploy( + name="fraudmodeldeployment", + tags=[{"name": "data_owner", "value": "email@hopsworks.ai"}], + ) + ``` + +=== "Deployment (Python)" + + ```python + ms = project.get_model_serving() + + # Build a predictor for an already-saved model + predictor = ms.create_predictor(model) + + # data_owner is mandatory for deployments; pass it at creation + deployment = ms.create_deployment( + predictor, + name="fraudmodeldeployment", + tags=[{"name": "data_owner", "value": "email@hopsworks.ai"}], + ) + deployment.save() + ``` + +Omitting a mandatory tag from the `tags` argument rejects the create request with an HTTP 400 error that lists the missing tag names. + +## Missing mandatory tags on pre-existing artifacts + +Marking a tag mandatory does not retroactively reject artifacts that already exist without it. +An artifact created before the tag became mandatory stays valid, and Hopsworks surfaces the gap on read rather than deleting the artifact. + +Fetching such an artifact emits a Python `UserWarning` listing the missing tag names. +The same list is available on the fetched object through the `missing_mandatory_tags` property and is shown on the artifact page in the UI. +The property is populated when the object is fetched from the backend and reflects the state at fetch time. +Adding a tag does not update the property on the object in hand, so fetch the artifact again to see the updated list. + +=== "Model (Python)" + + ```python + mr = project.get_model_registry() + + # If data_owner is mandatory but was never set on this model, + # the fetch emits: UserWarning: Missing mandatory tags: ['data_owner'] + model = mr.get_model("fraud_model", version=1) + + # Names of mandatory tags that are required for this model but not yet set + missing = [tag["name"] for tag in model.missing_mandatory_tags] + + # Set the missing tag + if "data_owner" in missing: + model.add_tag("data_owner", "email@hopsworks.ai") + + # missing_mandatory_tags reflects the state at fetch time, + # so fetch the model again to see the updated list (no warning now) + model = mr.get_model("fraud_model", version=1) + print(model.missing_mandatory_tags) # [] + ``` + +=== "Deployment (Python)" + + ```python + ms = project.get_model_serving() + + # If data_owner is mandatory but was never set on this deployment, + # the fetch emits: UserWarning: Missing mandatory tags: ['data_owner'] + deployment = ms.get_deployment("fraudmodeldeployment") + + missing = [tag["name"] for tag in deployment.missing_mandatory_tags] + + # Set the missing tag + if "data_owner" in missing: + deployment.add_tag("data_owner", "email@hopsworks.ai") + + # Fetch the deployment again to see the updated list (no warning now) + deployment = ms.get_deployment("fraudmodeldeployment") + print(deployment.missing_mandatory_tags) # [] + ``` + +After the tag is set, it no longer appears in `missing_mandatory_tags` on the next fetch, and the fetch no longer warns. diff --git a/docs/user_guides/fs/tags/tags.md b/docs/user_guides/fs/tags/tags.md index f51ccceee4..6fc582829c 100644 --- a/docs/user_guides/fs/tags/tags.md +++ b/docs/user_guides/fs/tags/tags.md @@ -2,7 +2,7 @@ ## Introduction -Hopsworks feature store enables users to attach tags to artifacts, such as feature groups, feature views or training datasets. +Hopsworks feature store enables users to attach tags to artifacts, such as feature groups, feature views, training datasets, models or deployments. A tag is a `{key: value}` pair which provides additional information about the data managed by Hopsworks. Tags allow you to design custom metadata for your artifacts. @@ -73,7 +73,7 @@ Where the type is a valid primitive type: `string`, `boolean`, `integer`, `numbe ## Step 2: Attach a tag to an artifact -Once the tag schema has been created, you can attach a tag with that schema to a feature group, feature view or training datasets either using the feature store APIs, or by using the UI. +Once the tag schema has been created, you can attach a tag with that schema to a feature group, feature view, training dataset, model or deployment either using the APIs, or by using the UI. ### Using the API @@ -120,7 +120,7 @@ Finally you can remove a tag from a given artifact by calling the `delete_tag()` fg.delete_tag("data_privacy") ``` -The same APIs work for feature views and training dataset alike. +The same APIs work for feature views, training datasets, models and deployments alike. ### Using the UI @@ -139,6 +139,7 @@ From there you can select the tag schema of the tag you want to attach and popul Hopsworks indexes the tags attached to feature groups, feature views and training datasets. The tags will then be searchable using the free text search box located at the top of the UI. +Tags attached to models and deployments are stored and retrievable through the APIs and the UI, but they are not indexed for free text search.

diff --git a/mkdocs.yml b/mkdocs.yml index e954d5ca3d..f86f984740 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -132,6 +132,7 @@ nav: # - API Key: user_guides/integrations/databricks/api_key.md - Sharing: user_guides/fs/sharing/sharing.md - Tags: user_guides/fs/tags/tags.md + - Mandatory Tags: user_guides/fs/tags/mandatory_tags.md - Provenance: user_guides/fs/provenance/provenance.md - Feature Monitoring: - user_guides/fs/feature_monitoring/index.md
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