Redis Data Model
Redis is an open-source’s, high-performance, and in-memory data structure store, commonly used for caching.
Supported Redis Data Types:
Binary-safe Strings.
Lists: collections of string elements sorted according to the order of insertion. They are basically linked lists.
Sets: collections of unique, unsorted string elements.
Sorted Sets (ZSets): similar to sets but where every string element is associated to a floating number value, called score. The elements are always taken sorted by their score, so unlike sets it is possible to retrieve a range of elements (for example you may ask: give me the top 10, or the bottom 10).
Hashes: maps composed of fields associated with values. Both the field and the value are strings. This is very similar to Ruby or Python hashes.
Tables
Generally, querying Redis tables is the same as querying a table in a relational database. Sometimes there are special cases, for example, including a certain column in the WHERE clause might be required to get data for certain columns in the table. This is typically needed for situations where a separate request must be made for each row to get certain columns.
Keys
Returns keys present in the Redis store.
This table allows you to query all Redis keys in one place.
Columns:
Name | Type | ReadOnly | Description |
---|---|---|---|
RedisKey [KEY] | String | True | The name of the Redis key. |
ValueIndex | String | True | Varies by type: 1 for strings; the one-based index for sets, lists, and sorted sets; or the associated field name for hashes. |
Value | String | True | The value associated with the Redis key. |
RedisType | String | True | The type associated with the Redis key. |
ValueScore | Double | True | NULL for strings, lists, sets, and hashes. Returns the associated score for sorted sets. |
System Tables
You can query the system tables described in this section to access schema information, information on data source functionality, and batch operation statistics.
Schema Tables
The following tables return database metadata for Redis:
sys_catalogs
Lists the available databases.
The following query retrieves all databases determined by the connection string:
SELECT * FROM sys_catalogs
Columns:
Name | Type | Description |
---|---|---|
CatalogName | String | The database name. |
sys_schemas
- Lists the available schemas.
The following query retrieves all available schemas:
SELECT * FROM sys_schemas
Columns:
Name | Type | Description |
---|---|---|
CatalogName | String | The database name. |
SchemaName | String | The schema name. |
sys_tables
Lists the available tables and views.
The following query retrieves the available tables and views:
SELECT * FROM sys_tables
Columns:
Name | Type | Description |
---|---|---|
CatalogName | String | The database containing the table or view. |
SchemaName | String | The schema containing the table or view. |
TableName | String | The name of the table or view. |
TableType | String | The table type (table or view). |
Description | String | A description of the table or view. |
IsUpdateable | Boolean | Whether the table can be updated. |
sys_tablecolumns
Describes the columns of the available tables and views.
The following query returns the columns and data types for the Customers table:
SELECT ColumnName, DataTypeName FROM sys_tablecolumns WHERE TableName='Customers'
Columns:
Name | Type | Description |
---|---|---|
CatalogName | String | The name of the database containing the table or view. |
SchemaName | String | The schema containing the table or view. |
TableName | String | The name of the table or view containing the column. |
ColumnName | String | The column name. |
DataTypeName | String | The data type name. |
DataType | Int32 | An integer indicating the data type. This value is determined at run time based on the environment. |
Length | Int32 | The storage size of the column. |
DisplaySize | Int32 | The designated column’s normal maximum width in characters. |
NumericPrecision | Int32 | The maximum number of digits in numeric data. The column length in characters for character and date-time data. |
NumericScale | Int32 | The column scale or number of digits to the right of the decimal point. |
IsNullable | Boolean | Whether the column can contain null. |
Description | String | A brief description of the column. |
Ordinal | Int32 | The sequence number of the column. |
IsAutoIncrement | String | Whether the column value is assigned in fixed increments. |
IsGeneratedColumn | String | Whether the column is generated. |
IsHidden | Boolean | Whether the column is hidden. |
IsArray | Boolean | Whether the column is an array. |
sys_procedures
Describes the available stored procedures.
The following query retrieves the available stored procedures:
SELECT * FROM sys_procedures
Columns:
Name | Type | Description |
---|---|---|
CatalogName | String | The database containing the stored procedure. |
SchemaName | String | The schema containing the stored procedure. |
ProcedureName | String | The name of the stored procedure. |
Description | String | A description of the stored procedure. |
ProcedureType | String | The type of the procedure, such as PROCEDURE or FUNCTION. |
sys_procedureparameters
Describes stored procedure parameters.
The following query returns information about all of the input parameters for the SelectEntries stored procedure:
SELECT * FROM sys_procedureparameters WHERE ProcedureName='SelectEntries' AND Direction=1 OR Direction=2 Columns
Columns:
Name | Type | Description |
---|---|---|
CatalogName | String | The name of the database containing the stored procedure. |
SchemaName | String | The name of the schema containing the stored procedure. |
ProcedureName | String | The name of the stored procedure containing the parameter. |
ColumnName | String | The name of the stored procedure parameter. |
Direction | Int32 | An integer corresponding to the type of the parameter: input (1), input/output (2), or output(4). input/output type parameters can be both input and output parameters. |
DataTypeName | String | The name of the data type. |
DataType | Int32 | An integer indicating the data type. This value is determined at run time based on the environment. |
Length | Int32 | The number of characters allowed for character data. The number of digits allowed for numeric data. |
NumericPrecision | Int32 | The maximum precision for numeric data. The column length in characters for character and date-time data. |
NumericScale | Int32 | The number of digits to the right of the decimal point in numeric data. |
IsNullable | Boolean | Whether the parameter can contain null. |
IsRequired | Boolean | Whether the parameter is required for execution of the procedure. |
IsArray | Boolean | Whether the parameter is an array. |
Description | String | The description of the parameter. |
Ordinal | Int32 | The index of the parameter. |
sys_keycolumns
Describes the primary and foreign keys.
The following query retrieves the primary key for the Customers table:
SELECT * FROM sys_keycolumns WHERE IsKey='True' AND TableName='Customers'
Columns:
Name | Type | Description |
---|---|---|
CatalogName | String | The name of the database containing the key. |
SchemaName | String | The name of the schema containing the key. |
TableName | String | The name of the table containing the key. |
ColumnName | String | The name of the key column. |
IsKey | Boolean | Whether the column is a primary key in the table referenced in the TableName field. |
IsForeignKey | Boolean | Whether the column is a foreign key referenced in the TableName field. |
PrimaryKeyName | String | The name of the primary key. |
ForeignKeyName | String | The name of the foreign key. |
ReferencedCatalogName | String | The database containing the primary key. |
ReferencedSchemaName | String | The schema containing the primary key. |
ReferencedTableName | String | The table containing the primary key. |
ReferencedColumnName | String | The column name of the primary key. |
sys_foreignkeys
Describes the foreign keys.
The following query retrieves all foreign keys which refer to other tables:
SELECT * FROM sys_foreignkeys WHERE ForeignKeyType = 'FOREIGNKEY_TYPE_IMPORT'
Columns:
Name | Type | Description |
---|---|---|
CatalogName | String | The name of the database containing the key. |
SchemaName | String | The name of the schema containing the key. |
TableName | String | The name of the table containing the key. |
ColumnName | String | The name of the key column. |
PrimaryKeyName | String | The name of the primary key. |
ForeignKeyName | String | The name of the foreign key. |
ReferencedCatalogName | String | The database containing the primary key. |
ReferencedSchemaName | String | The schema containing the primary key. |
ReferencedTableName | String | The table containing the primary key. |
ReferencedColumnName | String | The column name of the primary key. |
ForeignKeyType | String | Designates whether the foreign key is an import (points to other tables) or export (referenced from other tables) key. |
sys_primarykeys
Describes the primary keys.
The following query retrieves the primary keys from all tables and views:
SELECT * FROM sys_primarykeys
Columns:
Name | Type | Description |
---|---|---|
CatalogName | String | The name of the database containing the key. |
SchemaName | String | The name of the schema containing the key. |
TableName | String | The name of the table containing the key. |
ColumnName | String | The name of the key column. |
KeySeq | String | The sequence number of the primary key. |
KeyName | String | The name of the primary key. |
sys_indexes
Describes the available indexes. By filtering on indexes, you can write more selective queries with faster query response times.
The following query retrieves all indexes that are not primary keys:
SELECT * FROM sys_indexes WHERE IsPrimary='false'
Columns:
Name | Type | Description |
---|---|---|
CatalogName | String | The name of the database containing the index. |
SchemaName | String | The name of the schema containing the index. |
TableName | String | The name of the table containing the index. |
IndexName | String | The index name. |
ColumnName | String | The name of the column associated with the index. |
IsUnique | Boolean | True if the index is unique. False otherwise. |
IsPrimary | Boolean | True if the index is a primary key. False otherwise. |
Type | Int16 | An integer value corresponding to the index type: statistic (0), clustered (1), hashed (2), or other (3). |
SortOrder | String | The sort order: A for ascending or D for descending. |
OrdinalPosition | Int16 | The sequence number of the column in the index. |
Data Source Tables
The following tables return information about how to connect to and query the data source:
sys_connection_props
Returns information on the available connection properties and those set in the connection string.
When querying this table, the config connection string should be used:
jdbc:gathr:redis:config:
This connection string enables you to query this table without a valid connection.
The following query retrieves all connection properties that have been set in the connection string or set through a default value:
SELECT * FROM sys_connection_props WHERE Value <> ''
Columns:
Name | Type | Description |
---|---|---|
Name | String | The name of the connection property. |
ShortDescription | String | A brief description. |
Type | String | The data type of the connection property. |
Default | String | The default value if one is not explicitly set. |
Values | String | A comma-separated list of possible values. A validation error is thrown if another value is specified. |
Value | String | The value you set or a preconfigured default. |
Required | Boolean | Whether the property is required to connect. |
Category | String | The category of the connection property. |
IsSessionProperty | String | Whether the property is a session property, used to save information about the current connection. |
Sensitivity | String | The sensitivity level of the property. This informs whether the property is obfuscated in logging and authentication forms. |
PropertyName | String | A camel-cased truncated form of the connection property name. |
Ordinal | Int32 | The index of the parameter. |
CatOrdinal | Int32 | The index of the parameter category. |
Hierarchy | String | Shows dependent properties associated that need to be set alongside this one. |
Visible | Boolean | Informs whether the property is visible in the connection UI. |
ETC | String | Various miscellaneous information about the property. |
sys_sqlinfo
Describes the SELECT queries that the connector can offload to the data source.
See SQL Compliance for SQL syntax details.
Discovering the Data Source’s SELECT Capabilities
Below is an example data set of SQL capabilities. Some aspects of SELECT functionality are returned in a comma-separated list if supported; otherwise, the column contains NO.
Name | Description | Possible Values |
---|---|---|
AGGREGATE_FUNCTIONS | Supported aggregation functions. | AVG, COUNT, MAX, MIN, SUM, DISTINCT |
COUNT | Whether COUNT function is supported. | YES, NO |
IDENTIFIER_QUOTE_OPEN_CHAR | The opening character used to escape an identifier. | [ |
IDENTIFIER_QUOTE_CLOSE_CHAR | The closing character used to escape an identifier. | ] |
SUPPORTED_OPERATORS | A list of supported SQL operators. | =, >, <, >=, <=, <>, !=, LIKE, NOT LIKE, IN, NOT IN, IS NULL, IS NOT NULL, AND, OR |
GROUP_BY | Whether GROUP BY is supported, and, if so, the degree of support. | NO, NO_RELATION, EQUALS_SELECT, SQL_GB_COLLATE |
OJ_CAPABILITIES | The supported varieties of outer joins supported. | NO, LEFT, RIGHT, FULL, INNER, NOT_ORDERED, ALL_COMPARISON_OPS |
OUTER_JOINS | Whether outer joins are supported. | YES, NO |
SUBQUERIES | Whether subqueries are supported, and, if so, the degree of support. | NO, COMPARISON, EXISTS, IN, CORRELATED_SUBQUERIES, QUANTIFIED |
STRING_FUNCTIONS | Supported string functions. | LENGTH, CHAR, LOCATE, REPLACE, SUBSTRING, RTRIM, LTRIM, RIGHT, LEFT, UCASE, SPACE, SOUNDEX, LCASE, CONCAT, ASCII, REPEAT, OCTET, BIT, POSITION, INSERT, TRIM, UPPER, REGEXP, LOWER, DIFFERENCE, CHARACTER, SUBSTR, STR, REVERSE, PLAN, UUIDTOSTR, TRANSLATE, TRAILING, TO, STUFF, STRTOUUID, STRING, SPLIT, SORTKEY, SIMILAR, REPLICATE, PATINDEX, LPAD, LEN, LEADING, KEY, INSTR, INSERTSTR, HTML, GRAPHICAL, CONVERT, COLLATION, CHARINDEX, BYTE |
NUMERIC_FUNCTIONS | Supported numeric functions. | ABS, ACOS, ASIN, ATAN, ATAN2, CEILING, COS, COT, EXP, FLOOR, LOG, MOD, SIGN, SIN, SQRT, TAN, PI, RAND, DEGREES, LOG10, POWER, RADIANS, ROUND, TRUNCATE |
TIMEDATE_FUNCTIONS | Supported date/time functions. | NOW, CURDATE, DAYOFMONTH, DAYOFWEEK, DAYOFYEAR, MONTH, QUARTER, WEEK, YEAR, CURTIME, HOUR, MINUTE, SECOND, TIMESTAMPADD, TIMESTAMPDIFF, DAYNAME, MONTHNAME, CURRENT_DATE, CURRENT_TIME, CURRENT_TIMESTAMP, EXTRACT |
REPLICATION_SKIP_TABLES | Indicates tables skipped during replication. | |
REPLICATION_TIMECHECK_COLUMNS | A string array containing a list of columns which will be used to check for (in the given order) to use as a modified column during replication. | |
IDENTIFIER_PATTERN | String value indicating what string is valid for an identifier. | |
SUPPORT_TRANSACTION | Indicates if the provider supports transactions such as commit and rollback. | YES, NO |
DIALECT | Indicates the SQL dialect to use. | |
KEY_PROPERTIES | Indicates the properties which identify the uniform database. | |
SUPPORTS_MULTIPLE_SCHEMAS | Indicates if multiple schemas may exist for the provider. | YES, NO |
SUPPORTS_MULTIPLE_CATALOGS | Indicates if multiple catalogs may exist for the provider. | YES, NO |
DATASYNCVERSION | The Data Sync version needed to access this connector. | Standard, Starter, Professional, Enterprise |
DATASYNCCATEGORY | The Data Sync category of this connector. | Source, Destination, Cloud Destination |
SUPPORTSENHANCEDSQL | Whether enhanced SQL functionality beyond what is offered by the API is supported. | TRUE, FALSE |
SUPPORTS_BATCH_OPERATIONS | Whether batch operations are supported. | YES, NO |
SQL_CAP | All supported SQL capabilities for this connector. | SELECT, INSERT, DELETE, UPDATE, TRANSACTIONS, ORDERBY, OAUTH, ASSIGNEDID, LIMIT, LIKE, BULKINSERT, COUNT, BULKDELETE, BULKUPDATE, GROUPBY, HAVING, AGGS, OFFSET, REPLICATE, COUNTDISTINCT, JOINS, DROP, CREATE, DISTINCT, INNERJOINS, SUBQUERIES, ALTER, MULTIPLESCHEMAS, GROUPBYNORELATION, OUTERJOINS, UNIONALL, UNION, UPSERT, GETDELETED, CROSSJOINS, GROUPBYCOLLATE, MULTIPLECATS, FULLOUTERJOIN, MERGE, JSONEXTRACT, BULKUPSERT, SUM, SUBQUERIESFULL, MIN, MAX, JOINSFULL, XMLEXTRACT, AVG, MULTISTATEMENTS, FOREIGNKEYS, CASE, LEFTJOINS, COMMAJOINS, WITH, LITERALS, RENAME, NESTEDTABLES, EXECUTE, BATCH, BASIC, INDEX |
PREFERRED_CACHE_OPTIONS | A string value specifies the preferred cacheOptions. | |
ENABLE_EF_ADVANCED_QUERY | Indicates if the connector directly supports advanced queries coming from Entity Framework. If not, queries will be handled client side. | YES, NO |
PSEUDO_COLUMNS | A string array indicating the available pseudo columns. | |
MERGE_ALWAYS | If the value is true, The Merge Mode is forcibly executed in Data Sync. | TRUE, FALSE |
REPLICATION_MIN_DATE_QUERY | A select query to return the replicate start datetime. | |
REPLICATION_MIN_FUNCTION | Allows a provider to specify the formula name to use for executing a server side min. | |
REPLICATION_START_DATE | Allows a provider to specify a replicate startdate. | |
REPLICATION_MAX_DATE_QUERY | A select query to return the replicate end datetime. | |
REPLICATION_MAX_FUNCTION | Allows a provider to specify the formula name to use for executing a server side max. | |
IGNORE_INTERVALS_ON_INITIAL_REPLICATE | A list of tables which will skip dividing the replicate into chunks on the initial replicate. | |
CHECKCACHE_USE_PARENTID | Indicates whether the CheckCache statement should be done against the parent key column. | TRUE, FALSE |
CREATE_SCHEMA_PROCEDURES | Indicates stored procedures that can be used for generating schema files. |
The following query retrieves the operators that can be used in the WHERE clause:
SELECT * FROM sys_sqlinfo WHERE Name = 'SUPPORTED_OPERATORS'
Note: Individual tables may have different limitations or requirements on the WHERE clause.
Columns:
Name | Type | Description |
---|---|---|
NAME | String | A component of SQL syntax, or a capability that can be processed on the server. |
VALUE | String | Detail on the supported SQL or SQL syntax. |
Query Information Tables
The following table returns query statistics for data modification queries, including batch operations::
sys_identity
Returns information about batch operations or single updates.
The following query retrieves the Ids of the modified rows in a batch operation:
SELECT * FROM sys_identity
Columns:
Name | Type | Description |
---|---|---|
Id | String | The database-generated Id returned from a data modification operation. |
Batch | String | An identifier for the batch. 1 for a single operation. |
Operation | String | The result of the operation in the batch: INSERTED, UPDATED, or DELETED. |
Message | String | SUCCESS or an error message if the update in the batch failed. |
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