from prefect import flow
from prefect.artifacts import create_table_artifact

@flow
async def create_table():
    highest_churn_possibility = [
        {"customer_id": "12345", "name": "John Smith", "churn_probability": 0.85},
        {"customer_id": "56789", "name": "Jane Jones", "churn_probability": 0.65}
    ]

    create_table_artifact(
        key="personalized-reachout",
        table=highest_churn_possibility,
        description="# Marvin, please reach out to these customers today!"
    )

from prefect import flow
from prefect.artifacts import create image artifact

@flow 
async def create_image():
  # Do something to create an image and upload to a url
  image_url = "https://images.prismic.io/unitelabs/aC5CHidWJ-7kSahs_HeroSection.png?auto=format%2Ccompress&rect=27%2C0%2C5706%2C3804&width=3840"
  create_image_artifact(image_url=image_url, description="A gif.", key="gif")
  return image_url

from prefect import flow
from prefect.artifacts import create_markdown_artifact

@flow 
async def markdown_flow():
  na_revenue = 500000
  markdown_report = f"""# Sales Report
  ## Summary
  In the past quarter, our company saw a significant increase in sales, with a total revenue of $1,000, 000.
  This represents a 20% increase over the same period last year.
  ...
  """

from prefect import flow
from prefect.artifacts import create_progress_artifact, update_progress_artifact
from time import sleep

def fetch_batch(i: int):
  # Simulate fetching a batch of data
  sleep (2)

@flow
async def fetch_in_batches ():
  progress_artifact_id = create_progress_artifact(
      progress = 0.0,
      description = "Indicates the progress of fetching data in batches.")
  
  for i in range(1, 11):
    fetch_batch (i)
    update_progress_artifact(artifact_id=progress_artifact_id, progress=i * 10)

from prefect import flow
from prefect.artifacts import create_link_artifact

@flow
async def create_link():
  create_link_artifact(
        key="irregular-data",
        link="https://unitelabs.io",
        description="Unitelabs",
    )