Data Ingestion Pipeline for Bucketized Search and Selection

A computing system, comprising:

• one or more processors;
• and
• one or more non-transitory, computer-readable media storing instructions that are executable by the one or more processors to cause the computing system to perform operations, the operations comprising:
• accessing a data structure comprising a plurality of delivery zones, a plurality of merchants, and a travel duration associated with each respective delivery zone of the plurality of delivery zones;
• generating, based at least in part on the accessed data structure, an index data structure comprising for each delivery zone of the plurality of delivery zones:
• (i) a first travel duration bucket;
• (ii) a second travel duration bucket;
• and
• (iii) one or more merchants associated with the first travel duration bucket and one or more merchants associated with the second travel duration bucket;
• accessing data associated with a delivery service request comprising at least a drop-off location;
• responsive to accessing the data associated with the delivery service request:
• (i) determining a first delivery zone of the plurality of delivery zones comprising the drop-off location;
• and
• (ii) parsing the index data structure to determine one or more merchants in a first travel duration bucket associated with the first delivery zone and one or more merchants in a second travel duration bucket associated with the first delivery zone, wherein the first travel duration bucket and second travel duration bucket are non-overlapping sets of merchants;
• selecting a cross-bucket subset of merchants comprising a first subset of merchants from the first travel duration bucket and a second subset of merchants from the second travel duration bucket;
• and
• transmitting data comprising instructions that, when executed by a client device, cause the cross-bucket subset of merchants to be provided for display via an interface of the client device.

One or more non-transitory computer readable media storing instructions that are executable by one or more processors to perform operations comprising:

• accessing a data structure comprising a plurality of delivery zones, a plurality of merchants, and a travel duration associated with each respective delivery zone of the plurality of delivery zones;
• generating, based at least in part on the accessed data structure, an index data structure comprising for each delivery zone of the plurality of delivery zones:
• (i) a first travel duration bucket;
• (ii) a second travel duration bucket;
• and
• (iii) one or more merchants associated with the first travel duration bucket and one or more merchants associated with the second travel duration bucket;
• accessing data associated with a delivery service request comprising at least a drop-off location;
• responsive to accessing the data associated with the delivery service request:
• (i) determining a first delivery zone of the plurality of delivery zones comprising the drop-off location;
• and
• (ii) parsing the index data structure to determine one or more merchants in a first travel duration bucket associated with the first delivery zone and one or more merchants in a second travel duration bucket associated with the first delivery zone, wherein the first travel duration bucket and second travel duration bucket are non-overlapping sets of merchants;
• selecting a cross-bucket subset of merchants comprising a first subset of merchants from the first travel duration bucket and a second subset of merchants from the second travel duration bucket;
• and
• transmitting data comprising instructions that, when executed by a client device, cause the cross-bucket subset of merchants to be provided for display via an interface of the client device.