Create tags table

.github/workflows/setup-python-environment.yml

@@ -152,6 +152,8 @@ jobs:
         if: ${{ inputs.os == 'ubuntu-latest' && inputs.python-version == '3.8' }}
 
       - name: Check for alembic branch divergence
+        env:
+          ZENML_DEBUG: 0
         run: |
           bash scripts/check-alembic-branches.sh
 

examples/quickstart/steps/training_data_loader.py

@@ -12,7 +12,7 @@ def training_data_loader() -> (
 ):
     """Load the Census Income dataset as tuple of Pandas DataFrame / Series."""
     # Load the dataset
-    url = "https://archive.ics.uci.edu/ml/machine-learning-databases/adult/adult.data"
+    url = "http://archive.ics.uci.edu/ml/machine-learning-databases/adult/adult.data"
     column_names = [
         "age",
         "workclass",

scripts/check-alembic-branches.sh

@@ -5,6 +5,7 @@ output=$(alembic branches)
 
 # Check if there's any output
 if [[ -n "$output" ]]; then
+  echo $output
   echo "Warning: Diverging Alembic branches detected."
   exit 1  # Exit with failure status
 else

src/zenml/cli/__init__.py

@@ -1578,3 +1578,4 @@ def my_pipeline(...):
 from zenml.cli.stack_recipes import *  # noqa
 from zenml.cli.user_management import *  # noqa
 from zenml.cli.workspace import *  # noqa
+from zenml.cli.tag import *  # noqa

src/zenml/cli/model.py

@@ -13,7 +13,7 @@
 #  permissions and limitations under the License.
 """CLI functionality to interact with Model Control Plane."""
 # from functools import partial
-from typing import Any, List, Optional
+from typing import Any, Dict, List, Optional
 
 import click
 
@@ -23,22 +23,58 @@
 from zenml.cli.cli import TagGroup, cli
 from zenml.client import Client
 from zenml.enums import CliCategories, ModelStages
+from zenml.exceptions import EntityExistsError
 from zenml.logger import get_logger
 from zenml.models.model_models import (
     ModelFilterModel,
     ModelRequestModel,
+    ModelResponseModel,
     ModelUpdateModel,
     ModelVersionArtifactFilterModel,
     ModelVersionFilterModel,
     ModelVersionPipelineRunFilterModel,
+    ModelVersionResponseModel,
     ModelVersionUpdateModel,
 )
-
-# from zenml.utils.pagination_utils import depaginate
+from zenml.utils.dict_utils import remove_none_values
 
 logger = get_logger(__name__)
 
 
+def _model_to_print(model: ModelResponseModel) -> Dict[str, Any]:
+    return {
+        "id": model.id,
+        "name": model.name,
+        "latest_version": model.latest_version,
+        "description": model.description,
+        "tags": [t.name for t in model.tags],
+        "use_cases": model.use_cases,
+        "audience": model.audience,
+        "limitations": model.limitations,
+        "trade_offs": model.trade_offs,
+        "ethics": model.ethics,
+        "license": model.license,
+        "updated": model.updated.date(),
+    }
+
+
+def _model_version_to_print(
+    model_version: ModelVersionResponseModel,
+) -> Dict[str, Any]:
+    return {
+        "id": model_version.id,
+        "name": model_version.name,
+        "number": model_version.number,
+        "description": model_version.description,
+        "stage": model_version.stage,
+        "artifact_objects_count": len(model_version.artifact_object_ids),
+        "model_objects_count": len(model_version.model_object_ids),
+        "deployments_count": len(model_version.deployment_ids),
+        "pipeline_runs_count": len(model_version.pipeline_run_ids),
+        "updated": model_version.updated.date(),
+    }
+
+
 @cli.group(cls=TagGroup, tag=CliCategories.MODEL_CONTROL_PLANE)
 def model() -> None:
     """Interact with models and model versions in the Model Control Plane."""
@@ -57,11 +93,10 @@ def list_models(**kwargs: Any) -> None:
     if not models:
         cli_utils.declare("No models found.")
         return
-
-    cli_utils.print_pydantic_models(
-        models,
-        exclude_columns=["user", "workspace"],
-    )
+    to_print = []
+    for model in models:
+        to_print.append(_model_to_print(model))
+    cli_utils.print_table(to_print)
 
 
 @model.command("register", help="Register a new model.")
@@ -151,28 +186,26 @@ def register_model(
         limitations: The know limitations of the model.
         tag: Tags associated with the model.
     """
-    model = Client().create_model(
-        ModelRequestModel(
-            name=name,
-            license=license,
-            description=description,
-            audience=audience,
-            use_cases=use_cases,
-            trade_offs=tradeoffs,
-            ethics=ethical,
-            limitations=limitations,
-            tags=tag,
-            user=Client().active_user.id,
-            workspace=Client().active_workspace.id,
+    try:
+        model = Client().create_model(
+            ModelRequestModel(
+                name=name,
+                license=license,
+                description=description,
+                audience=audience,
+                use_cases=use_cases,
+                trade_offs=tradeoffs,
+                ethics=ethical,
+                limitations=limitations,
+                tags=tag,
+                user=Client().active_user.id,
+                workspace=Client().active_workspace.id,
+            )
         )
-    )
+    except (EntityExistsError, ValueError) as e:
+        cli_utils.error(str(e))
 
-    cli_utils.print_pydantic_models(
-        [
-            model,
-        ],
-        exclude_columns=["user", "workspace"],
-    )
+    cli_utils.print_table([_model_to_print(model)])
 
 
 @model.command("update", help="Update an existing model.")
@@ -227,7 +260,15 @@ def register_model(
 @click.option(
     "--tag",
     "-t",
-    help="Tags associated with the model.",
+    help="Tags to be added to the model.",
+    type=str,
+    required=False,
+    multiple=True,
+)
+@click.option(
+    "--remove-tag",
+    "-r",
+    help="Tags to be removed from the model.",
     type=str,
     required=False,
     multiple=True,
@@ -242,6 +283,7 @@ def update_model(
     ethical: Optional[str],
     limitations: Optional[str],
     tag: Optional[List[str]],
+    remove_tag: Optional[List[str]],
 ) -> None:
     """Register a new model in the Model Control Plane.
 
@@ -254,31 +296,31 @@ def update_model(
         tradeoffs: The tradeoffs of the model.
         ethical: The ethical implications of the model.
         limitations: The know limitations of the model.
-        tag: Tags associated with the model.
+        tag: Tags to be added to the model.
+        remove_tag: Tags to be removed from the model.
     """
     model_id = Client().get_model(model_name_or_id=model_name_or_id).id
-    model = Client().update_model(
-        model_id=model_id,
-        model_update=ModelUpdateModel(
+    update_dict = remove_none_values(
+        dict(
             license=license,
             description=description,
             audience=audience,
             use_cases=use_cases,
             trade_offs=tradeoffs,
             ethics=ethical,
             limitations=limitations,
-            tags=tag,
+            add_tags=tag,
+            remove_tags=remove_tag,
             user=Client().active_user.id,
             workspace=Client().active_workspace.id,
-        ),
+        )
     )
 
-    cli_utils.print_pydantic_models(
-        [
-            model,
-        ],
-        exclude_columns=["user", "workspace"],
+    model = Client().update_model(
+        model_id=model_id,
+        model_update=ModelUpdateModel(**update_dict),
     )
+    cli_utils.print_table([_model_to_print(model)])
 
 
 @model.command("delete", help="Delete an existing model.")
@@ -342,29 +384,11 @@ def list_model_versions(model_name_or_id: str, **kwargs: Any) -> None:
         cli_utils.declare("No model versions found.")
         return
 
+    to_print = []
     for model_version in model_versions:
-        model_version.artifact_objects_count = len(  # type: ignore[attr-defined]
-            model_version.artifact_object_ids
-        )
-        model_version.model_objects_count = len(model_version.model_object_ids)  # type: ignore[attr-defined]
-        model_version.deployments_count = len(model_version.deployment_ids)  # type: ignore[attr-defined]
-        model_version.pipeline_runs_count = len(model_version.pipeline_run_ids)  # type: ignore[attr-defined]
+        to_print.append(_model_version_to_print(model_version))
 
-    cli_utils.print_pydantic_models(
-        model_versions,
-        columns=[
-            "id",
-            "name",
-            "number",
-            "description",
-            "stage",
-            "artifact_objects_count",
-            "model_objects_count",
-            "deployments_count",
-            "pipeline_runs_count",
-            "updated",
-        ],
-    )
+    cli_utils.print_table(to_print)
 
 
 @version.command("update", help="Update an existing model version stage.")
@@ -409,31 +433,23 @@ def update_model_version(
         )
     except RuntimeError:
         if not force:
-            cli_utils.print_pydantic_models(
-                Client().list_model_versions(
-                    model_name_or_id=model_version.model.id,
-                    model_version_filter_model=ModelVersionFilterModel(
-                        stage=stage
-                    ),
-                ),
-                columns=[
-                    "id",
-                    "name",
-                    "number",
-                    "description",
-                    "stage",
-                    "artifact_objects_count",
-                    "model_objects_count",
-                    "deployments_count",
-                    "pipeline_runs_count",
-                    "updated",
-                ],
+            cli_utils.print_table(
+                [
+                    _model_version_to_print(
+                        Client().get_model_version(
+                            model_name_or_id=model_version.model.id,
+                            model_version_name_or_number_or_id=stage,
+                        )
+                    )
+                ]
             )
+
             confirmation = cli_utils.confirmation(
-                "Are you sure you want to change the status of this model "
-                f"version to '{stage}'? This stage is already taken by "
-                "another model version and if you will proceed the current "
-                "model version in this stage will be archived."
+                "Are you sure you want to change the status of model "
+                f"version '{model_version_name_or_number_or_id}' to "
+                f"'{stage}'?\nThis stage is already taken by "
+                "model version shown above and if you will proceed this "
+                "model version will get into archived stage."
             )
             if not confirmation:
                 cli_utils.declare("Model version stage update canceled.")