Sandbox

The sandbox is a safe test space filled with processed street data from our models. You run your own models against it, see how they behave, fix problems early, and move to the real world with more confidence.

What flows through the sandboxCopy link

Street state produced by our models, already processed for testing:

• occupancy — free and occupied spaces over time
• flow — vehicle and pedestrian movement rates
• movement classes — vehicles, pedestrians, cyclists, heavy vehicles
• related urban conditions on measured corridors

You get the data as structured objects matching the production data model, so code written against the sandbox ports directly to live corridors.

How to use itCopy link

1. Request a cv_test_ key — it is scoped to sandbox datasets and test corridors only.

2. List available datasets:

   Copy

   curl -H "Authorization: Bearer cv_test_..." \
     "https://api.civimatica.com/v1/sandbox/datasets"

3. Pull a dataset and run your model against it. Datasets are sequences of street-state observations in jsonl, so you can replay a corridor hour by hour.

4. Compare your model's output against the state our models produced for the same segments.

ExampleCopy link

A robotics team replays an evening rush dataset through its navigation model before putting a robot outside — checking how it reads kerb occupancy, parked vehicles, and pedestrian flow on a real corridor.

LimitsCopy link

Sandbox data is processed street state, not imagery. It is free to use for evaluation; do not redistribute datasets outside your organisation.