Read IO Path (Single Shard)
Let us take the case of a single key read.
Step 1. Identify Tablet Leader
The user-issued read request first hits the YQL query layer on a port with the appropriate protocol (Cassandra, Redis, PostgreSQL(beta), etc). This user request is translated by the YQL layer into an internal key. The YQL layer then finds this tablet as well as the YB-TServers hosting it by making an RPC call to the YB-Master, and caches the response for future. The YQL layer then issues the read to the YB-TServer that hosts the leader tablet-peer. The read is handled by the leader of the RAFT group of the tablet owning the internal key. The leader of the tablet RAFT group which handles the read request performs the read from its DocDB and returns the result to the user.
As mentioned before in the write IO path section, the YugaByte smart client can route the application requests directly to the correct YB-TServer avoiding any extra network hops or master lookups.
Step 2. Tablet Leader Performs the Read Operation (Default Strongly Consistent Read)
Continuing our previous example, let us assume the user wants to read the value where the primary key column K has a value k from table T1. From the previous example, the table T1 has a key column K and a value column V. The read flow is depicted below.
Note that the read queries can be quite complex - even though the example here talks about a simple key-value like table lookup. The YQL query layer has a fully optimized query engine to handle queries which contain expressions, built-in function calls, arithmetic operations in cases where valid, etc.