Hopsworks feature push

hopsworks_feature_push.py

import os
from dotenv import load_dotenv
from my_hopsworks.connector import FeatureStoreManager

load_dotenv()

hopsworks_api_key_value: str = os.environ.get("HOPSWORKS_API_KEY_VALUE")

manager = FeatureStoreManager(hopsworks_api_key_value)

users_fg = manager.fs.get_or_create_feature_group(
    name="users",
    version=1,
    description="users data",
    primary_key=["id"]
)

users_fg.insert(
    u,
    write_options={"wait_for_job": True},
)

feature_descriptions = [
    {"name": "id", "description": "user id"},
    {"name": "age", "description": "age"},
    {"name": "name", "description": "name"},
    {"name": "email", "description": "contact email"},
    {"name": "title", "description": "title"},
    {"name": "gender", "description": "gender"},
    {"name": "height", "description": "height"},
    {"name": "weight", "description": "weight"},
    {"name": "address", "description": "contact address"},
    {"name": "language", "description": "primary contact language"},
    {"name": "telephone", "description": "primary contact telephone"},
    {"name": "blood_type", "description": "contact blood type"},
    {"name": "created_at", "description": "created at date"},
    {"name": "occupation", "description": "occupation"},
    {"name": "updated_at", "description": "updated at date"},
    {"name": "nationality", "description": "nationality"},
    {"name": "academic_degree", "description": "academic degree"},
    {"name": "average_age", "description": "nationality"},
]

for desc in feature_descriptions:
    users_fg.update_feature_description(desc["name"], desc["description"])