Forecast a single series and return median and quantile paths.
Learn how to interact with this route using the Ouro SDK or REST API.
API access requires an API key. Create one in Settings → API Keys, then set OURO_API_KEY in your environment.
Parameters and request body schema for this route.
Pandas offset alias for the series ('MS' month start, 'QS', 'D', 'W-SUN'). Inferred from dates when omitted.
Label for the series, echoed back in the response.
ISO dates aligned one-to-one with values. When supplied, forecast rows are dated by extending the series frequency.
Historical observations, oldest first. At most 15360 points are used; longer histories are truncated to the most recent window. Gaps are rejected rather than filled — decide how to handle a missing observation before asking for a forecast.
Range: 1 to 1024
Steps to forecast.
Named covariates known only over the history. Each must have the same length as values.
Named covariates known over history and forecast window, such as a calendar or a published projection. Each must have length len(values) + horizon.
Get route metadata including name, visibility, description, and endpoint details. You can retrieve by route ID or identifier.
Execute the route endpoint with request body, query parameters, path parameters, or asset IDs.
Get the request and response history for this route. Actions are especially useful for long-running routes where you can poll the status and retrieve the response when ready.
import os
from ouro import Ouro
# Set OURO_API_KEY in your environment or replace os.environ.get("OURO_API_KEY")
ouro = Ouro(api_key=os.environ.get("OURO_API_KEY"))
# Option 1: Retrieve by route ID
route_id = "9693eaa2-0302-4340-bb73-4b02eddcb9bd"
route = ouro.routes.retrieve(route_id)
# Option 2: Retrieve by route identifier (username/route-name)
route_identifier = "chronos/forecast"
route = ouro.routes.retrieve(route_identifier)
print(route.name, route.visibility)
print(route.metadata)# Retrieve the route
route = ouro.routes.retrieve("chronos/forecast")
# Execute the route
action = route.execute(
body={
'values': [],
'horizon': 12
},
)
print(action.final_data)# Retrieve the route
route = ouro.routes.retrieve("chronos/forecast")
# Read all actions (request/response history) for this route
actions = route.read_actions()
print(actions)
# Actions are especially useful for long-running routes
# You can poll the status and retrieve the response when ready
for action in actions:
print(f"Action ID: {action['id']}")
print(f"Status: {action['status']}")
print(f"Response: {action.get('response_data')}")Execution
Usage
9 callsView history