"""
Import simple test data for testing getting itemrec
"""
import predictionio

APP_KEY = "tGgZ7bJDpSyxLndJUBWgyAUwfBgVSTjO6KkhjnMpzCi7vSgPoYnXYptyVlg3vjLH"
API_URL = "http://localhost:8000"

MIN_VERSION = '0.5.0'
if predictionio.__version__ < MIN_VERSION:
    err = "Require PredictionIO Python SDK version >= %s" % MIN_VERSION
    raise Exception(err)

if __name__ == "__main__":
	client = predictionio.Client(APP_KEY, 1, API_URL)

	client.create_user("u0")
	client.create_user("u1")
	client.create_user("u2")
	client.create_user("u3")

	client.create_item("i0", ("t1",), {"custom1": "i0c1"})
	client.create_item("i1", ("t1","t2"), {"custom1": "i1c1", "custom2": "i1c2"})
	client.create_item("i2", ("t1","t2"), {"custom2": "i2c2"})
	client.create_item("i3", ("t1",))

	client.identify("u0")
	client.record_action_on_item("rate", "i0", { "pio_rate": 2 })
	client.record_action_on_item("rate", "i1", { "pio_rate": 3 })
	client.record_action_on_item("rate", "i2", { "pio_rate": 4 })
	
	client.identify("u1")
	client.record_action_on_item("rate", "i2", { "pio_rate": 4 })
	client.record_action_on_item("rate", "i3", { "pio_rate": 1 })

	client.identify("u2")
	client.record_action_on_item("rate", "i1", { "pio_rate": 2 })
	client.record_action_on_item("rate", "i2", { "pio_rate": 1 })
	client.record_action_on_item("rate", "i3", { "pio_rate": 3 })

	client.identify("u3")
	client.record_action_on_item("rate", "i0", { "pio_rate": 5 })
	client.record_action_on_item("rate", "i1", { "pio_rate": 3 })
	client.record_action_on_item("rate", "i3", { "pio_rate": 2 })

	client.close()