Tag

Tag(
    name: str,
    color: Optional[ColorVariants] = None,
    exclusive: Optional[bool] = None,
    cascade: Optional[bool] = None,
)

from zenml import Tag, add_tags

tag = Tag(name="production")
add_tags(tag)

from zenml import Tag, add_tags
from zenml.enums import ColorVariants

# Create a red tag for critical issues
critical_tag = Tag(
    name="critical",
    color=ColorVariants.RED
)

# Create a green tag for approved items
approved_tag = Tag(
    name="approved",
    color=ColorVariants.GREEN
)

add_tags([critical_tag, approved_tag])

from zenml import Tag
from zenml.enums import ColorVariants

tags = [
    Tag(name="error", color=ColorVariants.RED),
    Tag(name="warning", color=ColorVariants.ORANGE),
    Tag(name="pending", color=ColorVariants.YELLOW),
    Tag(name="success", color=ColorVariants.GREEN),
    Tag(name="info", color=ColorVariants.BLUE),
    Tag(name="feature", color=ColorVariants.PURPLE),
    Tag(name="special", color=ColorVariants.PINK),
    Tag(name="archived", color=ColorVariants.GRAY),
]

from zenml import Tag, add_tags
from zenml.enums import ColorVariants

# Create mutually exclusive status tags
status_tags = [
    Tag(name="draft", color=ColorVariants.GRAY, exclusive=True),
    Tag(name="review", color=ColorVariants.YELLOW, exclusive=True),
    Tag(name="approved", color=ColorVariants.GREEN, exclusive=True),
]

# Only one status tag can be applied at a time
add_tags(Tag(name="draft", exclusive=True))
# Adding "approved" would remove "draft" if exclusive is enforced

from zenml import Tag, add_tags
from zenml.enums import ColorVariants

env_tags = [
    Tag(name="dev", color=ColorVariants.BLUE),
    Tag(name="staging", color=ColorVariants.YELLOW),
    Tag(name="production", color=ColorVariants.GREEN),
]

# Tag a pipeline run
add_tags(Tag(name="production", color=ColorVariants.GREEN))

from zenml import Tag, add_tags
from zenml.enums import ColorVariants

priority_tags = [
    Tag(name="p0-critical", color=ColorVariants.RED, exclusive=True),
    Tag(name="p1-high", color=ColorVariants.ORANGE, exclusive=True),
    Tag(name="p2-medium", color=ColorVariants.YELLOW, exclusive=True),
    Tag(name="p3-low", color=ColorVariants.GRAY, exclusive=True),
]

# Mark a run as high priority
add_tags(Tag(name="p1-high", color=ColorVariants.ORANGE))

from zenml import step, Tag, add_tags
from zenml.enums import ColorVariants
import pandas as pd

@step
def validate_data() -> pd.DataFrame:
    df = pd.read_csv("data.csv")
    
    quality_score = calculate_quality(df)
    
    if quality_score > 0.95:
        tag = Tag(name="excellent-quality", color=ColorVariants.GREEN)
    elif quality_score > 0.85:
        tag = Tag(name="good-quality", color=ColorVariants.BLUE)
    elif quality_score > 0.70:
        tag = Tag(name="acceptable-quality", color=ColorVariants.YELLOW)
    else:
        tag = Tag(name="poor-quality", color=ColorVariants.RED)
    
    add_tags(tag)
    return df

from zenml import Tag, add_tags
from zenml.enums import ColorVariants

team_tags = [
    Tag(name="team-ml", color=ColorVariants.PURPLE),
    Tag(name="team-data", color=ColorVariants.BLUE),
    Tag(name="team-platform", color=ColorVariants.GREEN),
]

add_tags(Tag(name="team-ml", color=ColorVariants.PURPLE))

from zenml import step, Tag, add_tags
from zenml.enums import ColorVariants

@step
def experiment_step(experiment_name: str) -> None:
    # Tag with experiment identifier
    experiment_tag = Tag(
        name=f"exp-{experiment_name}",
        color=ColorVariants.PURPLE
    )
    
    add_tags([
        experiment_tag,
        Tag(name="experiment", color=ColorVariants.BLUE)
    ])

from zenml import Tag
from zenml.enums import ColorVariants

lifecycle_tags = [
    Tag(name="created", color=ColorVariants.GRAY),
    Tag(name="in-progress", color=ColorVariants.YELLOW),
    Tag(name="completed", color=ColorVariants.GREEN),
    Tag(name="failed", color=ColorVariants.RED),
    Tag(name="archived", color=ColorVariants.GRAY),
]

from zenml import Tag, add_tags
from zenml.enums import ColorVariants

# Create a tag that cascades to child resources
project_tag = Tag(
    name="project-alpha",
    color=ColorVariants.PURPLE,
    cascade=True  # Will cascade to all child resources
)

add_tags(project_tag, pipeline="training_pipeline")