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We expose two gRPC endpoints to ingest:

  1. batches of driver location pings
  2. batches of trips

A driver location ping takes the form:

(time, driver_id, lat, lng)

A trip takes the form:

(id, scheduled_for, expected_pay, lat, lng)

Note about scalability: Postgres might not be the right tool for this kind of time-series data, so maybe we can assume that somewhere downstream these locations are persisted to something like RedisTimeSeries and periodically compacted into Postgres using a RedisGears Python function.