Bifurcated system for querying multiple data types

A non-transitory computer-readable medium having instructions stored thereon that are executable by a computing system to perform operations comprising:

• receiving, from one or more user devices, a plurality of requests to execute queries;
• executing, for a first query specified by one of the plurality of requests, a first service included in a first pipeline of the computing system, wherein executing the first service is performed based on the first query specifying a first type of data to access, wherein executing the first service includes accessing, for the first query, a first database, wherein the first database is included in the first pipeline of the system and stores the first type of data, and wherein the first type of data is real-time data;
• executing, for a second query specified by one of the plurality of requests, a second service included in a second, separate pipeline of the system, wherein executing the second service is performed based on the second query specifying a second, different type of data to access, wherein executing the second service includes accessing, for the second query, a second database, wherein the second database is included in the second pipeline of the system and stores the second, different type of data, and wherein the second, different type of data is batch data;
• transmitting, to a user device corresponding to the first query, results of accessing the first database;
• and
• transmitting, to a user device corresponding to the second query, results of accessing the second database.

A bifurcated system, comprising:

• an online data processing service;
• an offline data processing service;
• a non-transitory computer-readable medium having stored thereon instructions that are executable by the online data processing service and the offline data processing service to cause the system to perform operations comprising:
• receiving, from one or more user devices, a plurality of requests to execute queries;
• executing, for a first query specified by one of the plurality of requests, the online data processing service included in a first portion of the bifurcated system, wherein executing the online data processing service is performed based on the first query specifying a first type of geolocation data to access, and wherein the first type of geolocation data is real-time data;
• accessing, via the online data processing service and for the first query, a first database, wherein the first database is included in the first portion of the bifurcated system and stores the first type of geolocation data;
• executing, for a second query specified by one of the plurality of requests, the offline data processing service of the bifurcated system, wherein executing the offline data processing service is performed based on the second query specifying a second, different type of geolocation data to access, and wherein the second, different type of geolocation data is batch data;
• accessing, via the offline data processing service and for the second query, a second database, wherein the second database is included in a second, separate portion of the bifurcated system and stores the second type of geolocation data;
• and
• transmitting results of accessing the first database to a user device corresponding to the first query and results of accessing the second database to a user device corresponding to the second query, wherein transmitting the results of accessing the first database is performed prior to transmitting the results of accessing the second database.