findface-tarantool-server

The findface-tarantool-server service provides interaction between the findface-sf-api service and the Tarantool-based feature vector database in the following way:

Tip

See Tarantool official documentation for details.

  • From findface-sf-api, findface-tarantool-server receives data, such as information of detected objects, to write into the feature vector database.

  • By request from findface-sf-api, findface-tarantool-server performs database searches and returns search results.

Multiple findface-tarantool-server shards can be created on each Tarantool host to increase search speed. Their running concurrently leads to a remarkable increase in performance (70x-100x).

Functionality:

  • saving object data to the feature vector database,

  • database search,

  • implementation of direct API requests to the database.

Important

In a multi-shard environment, the configuration has to be done for each shard.

When configuring findface-tarantool-server, refer to the following parameters:

Parameter

Description

force_recovery

Enables automatic database recovery. In this case, each time an error occurs while reading a snapshot or xlog file, Tarantool will skip invalid records, read as much data as possible, and re-build the file.

license_ntls_server

IP address and port of the findface-ntls license server.

memtx_memory

Maximum RAM that can be used by a Tarantool shard. Set in bytes, depending on the number of objects the shard handles. Consult our experts by support@ntechlab.com before setting this parameter.

meta_scheme

A database structure to store the object recognition results. The structure is created as a set of fields. Describe each field with the following parameters: id: field id; name: field name, must be the same as the name of a relevant object parameter; field_type: data type; default: field default value, if a default value exceeds 1e14 – 1, use a string data type to specify it, for example, "123123.." instead of 123123...

The default database structure is passed from /opt/findface-multi/configs/findface-tarantool-server/tnt-schema.lua to the meta_scheme parameter. See Modify Feature Vector Database Structure for details.