Azure Synapse Analytics

Translation specification for Azure Synapse Analytics Tables

Description

This section presents the translation for syntax specific to Azure Synapse Analytics Tables.

For most patterns, check the translation specification for general tables, as they share almost the same syntax and behavior.

CREATE TABLE { database_name.schema_name.table_name | schema_name.table_name | table_name }
    ( 
      { column_name <data_type>  [ <column_options> ] } [ ,...n ]
    )  
    [ WITH ( <table_option> [ ,...n ] ) ]  
[;]

Sample Source Patterns

WITH table options

Azure Synapse Analytics presents an additional syntax for defining table options.

<table_option> ::=
    {
       CLUSTERED COLUMNSTORE INDEX -- default for Azure Synapse Analytics 
      | CLUSTERED COLUMNSTORE INDEX ORDER (column [,...n])  
      | HEAP --default for Parallel Data Warehouse
      | CLUSTERED INDEX ( { index_column_name [ ASC | DESC ] } [ ,...n ] ) -- default is ASC
    }  
    {
        DISTRIBUTION = HASH ( distribution_column_name )
      | DISTRIBUTION = HASH ( [distribution_column_name [, ...n]] ) 
      | DISTRIBUTION = ROUND_ROBIN -- default for Azure Synapse Analytics
      | DISTRIBUTION = REPLICATE -- default for Parallel Data Warehouse
    }
    | PARTITION ( partition_column_name RANGE [ LEFT | RIGHT ] -- default is LEFT  
        FOR VALUES ( [ boundary_value [,...n] ] ) )

Snowflake automatically handles table optimization through mechanisms like micro-partitioning. For this reason, an equivalent syntax for some of these table options does not exist in Snowflake. Therefore, it is not necessary to define some of Transact's table options.

Table options that will be omitted:

• CLUSTERED COLUMNSTORE INDEX (without column)

• HEAP

• DISTRIBUTION

• PARTITION

CLUSTERED [ COLUMNSTORE ] INDEX with columns, will be transformed to Snowflake's CLUSTER BY. A performance review PRF will be added as it is advised to check if defining a CLUSTER KEY is necessary.

Transact

CREATE TABLE my_table (
    enterprise_cif INT,
    name NVARCHAR(100),
    address NVARCHAR(255),
    created_at DATETIME
) 
WITH (
    DISTRIBUTION = HASH(enterprise_cif),
    CLUSTERED INDEX (enterprise_cif)
);

Snowflake

CREATE OR REPLACE TABLE my_table (
  enterprise_cif INT,
  name VARCHAR(100),
  address VARCHAR(255),
  created_at TIMESTAMP_NTZ(3)
)
--** SSC-PRF-0007 - PERFORMANCE REVIEW - CLUSTER BY **
CLUSTER BY (enterprise_cif)
COMMENT = '{ "origin": "sf_sc", "name": "snowconvert", "version": {  "major": 0,  "minor": 0,  "patch": "0" }, "attributes": {  "component": "transact",  "convertedOn": "10/09/2024" }}'
;

Known Issues

No issues were found.

Related EWIs

1. SSC-PRF-0007: PERFORMANCE REVIEW - CLUSTER BY.