13.6. Redis Connector
The Redis connector allows querying of live data stored in Redis. This can be used to join data between different systems like Redis and Hive.
Each Redis key/value pair is presented as a single row in Presto. Rows can be broken down into cells by using table definition files.
Only Redis string and hash value types are supported; sets and zsets cannot be queried from Presto.
The connector requires Redis 2.8.0 or later.
Configuration
To configure the Redis connector, create a catalog properties file
~/.prestoadmin/catalog/redis.properties
with the following content,
replacing the properties as appropriate:
connector.name=redis
redis.table-names=schema1.table1,schema1.table2
redis.nodes=host:port
Multiple Redis Servers
You can have as many catalogs as you need, so if you have additional
Redis servers, simply add another properties file to `~/.prestoadmin/catalog
with a different name (making sure it ends in .properties
).
Configuration Properties
The following configuration properties are available:
Property Name | Description |
---|---|
redis.table-names |
List of all tables provided by the catalog |
redis.default-schema |
Default schema name for tables |
redis.nodes |
Location of the Redis server |
redis.scan-count |
Redis parameter for scanning of the keys |
redis.key-prefix-schema-table |
Redis keys have schema-name:table-name prefix |
redis.key-delimiter |
Delimiter separating schema_name and table_name if redis.key-prefix-schema-table is used |
redis.table-description-dir |
Directory containing table description files |
redis.hide-internal-columns |
Controls whether internal columns are part of the table schema or not |
redis.database-index |
Redis database index |
redis.password |
Redis server password |
redis.table-names
Comma-separated list of all tables provided by this catalog. A table name
can be unqualified (simple name) and will be put into the default schema
(see below) or qualified with a schema name (<schema-name>.<table-name>
).
For each table defined here, a table description file (see below) may exist. If no table description file exists, the table will only contain internal columns (see below).
This property is required; there is no default and at least one table must be defined.
redis.default-schema
Defines the schema which will contain all tables that were defined without a qualifying schema name.
This property is optional; the default is default
.
redis.nodes
The hostname:port
pair for the Redis server.
This property is required; there is no default.
Redis clusters are not supported.
redis.scan-count
The internal COUNT parameter for Redis SCAN command when connector is using SCAN to find keys for the data. This parameter can be used to tune performance of the Redis connector.
This property is optional; the default is 100
.
redis.key-prefix-schema-table
If true, only keys prefixed with the schema-name:table-name
are be scanned
for a table, and all other keys will be filtered out. If false, all keys are
scanned.
This property is optional; the default is false
.
redis.key-delimiter
The character used for separating schema-name
and table-name
when
redis.key-prefix-schema-table
is true
This property is optional; the default is :
.
redis.table-description-dir
References a folder within Presto deployment that holds one or more JSON
files (must end with .json
) which contain table description files.
This property is optional; the default is etc/redis
.
redis.hide-internal-columns
In addition to the data columns defined in a table description file, the
connector maintains a number of additional columns for each table. If
these columns are hidden, they can still be used in queries but do not
show up in DESCRIBE <table-name>
or SELECT *
.
This property is optional; the default is true
.
redis.database-index
The Redis database to query.
This property is optional; the default is 0
.
redis.password
The password for password-protected Redis server.
This property is optional; the default is null
.
Internal Columns
For each defined table, the connector maintains the following columns:
Column name | Type | Description |
---|---|---|
_key |
VARCHAR | Redis key. |
_value |
VARCHAR | Redis value corresponding to the key. |
_key_length |
BIGINT | Number of bytes in the key. |
_value_length |
BIGINT | Number of bytes in the value. |
_key_corrupt |
BOOLEAN | True if the decoder could not decode the key for this row. When true, data columns mapped from the key should be treated as invalid. |
_value_corrupt |
BOOLEAN | True if the decoder could not decode the message for this row. When true, data columns mapped from the value should be treated as invalid. |
For tables without a table definition file, the _key_corrupt
and
_value_corrupt
columns will always be false
.
Table Definition Files
With the Redis connector it’s possible to further reduce Redis key/value pairs into granular cells provided the key/value sting follow a particular format. This process will define new columns that can be further queried from Presto.
A table definition file consists of a JSON definition for a table. The
name of the file can be arbitrary but must end in .json
.
{
"tableName": ...,
"schemaName": ...,
"key": {
"dataFormat": ...,
"fields": [
...
]
},
"value": {
"dataFormat": ...,
"fields": [
...
]
}
}
Field | Required | Type | Description |
---|---|---|---|
tableName |
required | string | Presto table name defined by this file. |
schemaName |
optional | string | Schema which will contain the table. If omitted, the default schema name is used. |
key |
optional | JSON object | Field definitions for data columns mapped to the value key. |
value |
optional | JSON object | Field definitions for data columns mapped to the value itself. |
Please refer to the Kafka connector page for the description of the dataFormat
as well as various available decoders.
In addition to the above Kafka types, the Redis connector supports hash
type for the value
field which represent data stored in the Redis hash.
{
"tableName": ...,
"schemaName": ...,
"value": {
"dataFormat": "hash",
"fields": [
...
]
}
}