Usage Guide 0.7.4

import atoti as tt
from atoti import Session

# Create the session

# JWT config parameters used by the Atoti Python API. These should be the same as the keys in jwt.properties
jwt_config = tt.JwtConfig(
    key_pair=tt.KeyPair(
        public_key="{publicKey}",
        private_key="{privateKey}"
    )
)

session = tt.Session(
    name="atoti",
    port=6060,
    jwt=jwt_config,
    same_site="none",
    authentication=tt.BasicAuthenticationConfig()
)

# Add an authenticated user. This is required in order for Limits to send REST requests to the server. Note that the ACTIVITI Roles must be added.
user_service_client = UserServiceClient.from_session(session)

role_activiti_user = user_service_client.create_role("ROLE_ACTIVITI_USER", restrictions={})
role_activiti_admin = user_service_client.create_role("ROLE_ACTIVITI_ADMIN", restrictions={})
role_managers = user_service_client.create_role("ROLE_MANAGERS", restrictions={})
role_limits = user_service_client.create_role("ROLE_LIMITS", restrictions={})

admin = user_service_client.basic.create_user("admin", password="admin")
user_service_client.individual_roles[admin.username].add(role_activiti_user.name)
user_service_client.individual_roles[admin.username].add(role_activiti_admin.name)
user_service_client.individual_roles[admin.username].add(role_managers.name)
user_service_client.individual_roles[admin.username].add(role_limits.name)

user1 = user_service_client.basic.create_user("user1", password="user1")
user_service_client.individual_roles[user1.username].add(role_activiti_user.name)
user_service_client.individual_roles[user1.username].add(role_limits.name)
user_service_client.individual_roles[user1.username].add("ROLE_USER")

manager1 = user_service_client.basic.create_user("manager1", password="manager1")
user_service_client.individual_roles[manager1.username].add(role_activiti_user.name)
user_service_client.individual_roles[manager1.username].add(role_limits.name)
user_service_client.individual_roles[manager1.username].add("ROLE_USER")
user_service_client.individual_roles[manager1.username].add(role_managers.name)

# At this point the Atoti session will attempt to connect to the module. However, as the cube
# has not yet been created the connection request will not be sent.

# So let's create the cube:
# 1. Create the data table
session.create_table(
    "Cars",
    types={
        "CarName": tt.type.STRING,
        "Price": tt.type.FLOAT,
        "Date": tt.type.LOCAL_DATE,
    },
    keys=["CarName", "Date"]
)

# Note that we need to supply a slicing "Date" hierarchy. This is required by the LookUpPostProcessor
# to evaluate the Limit.

# 2. Load some data into the table
cars_table.load_csv("cars.csv")

# 3. Create the cube from the table
cube = session.create_cube(
    base_table=cars_table,
    name="Cars_Cube",
)

# 4. Set the date hierarchy as slicing, as per above
cube.hierarchies["Date"].slicing = True