Version : 5.2.0
Zero runtime dependencies
@memberjunction/sql-dialect is an abstract SQL dialect layer that enables database-agnostic SQL generation across MemberJunction. It encapsulates every platform-specific SQL syntax pattern — identifier quoting, pagination, data types, DDL generation, full-text search, and more — into a single, testable abstraction with zero database driver dependencies.
This package is used by CodeGen, data providers, and SQL converters throughout the MemberJunction monorepo. When code needs to emit SQL that works on both SQL Server and PostgreSQL, it programs against the SQLDialect abstract class and lets the concrete dialect handle platform differences.
SQLDialect (abstract base)
SQLDialect defines approximately 30 abstract methods spanning identifier quoting, pagination, literal expressions, INSERT/UPDATE return patterns, DDL generation, full-text search, data type mapping, and schema introspection. Each concrete dialect implements every method with platform-native SQL.
Interface Purpose LimitClauseResult{ prefix: string; suffix: string } — Flexible pagination fragments. SQL Server uses prefix (TOP), PostgreSQL uses suffix (LIMIT/OFFSET).SchemaIntrospectionSQLCatalog query templates for discovering tables, columns, constraints, foreign keys, and indexes. TriggerOptionsConfiguration for trigger DDL generation (schema, table, timing, events, body, function name, FOR EACH ROW/STATEMENT). IndexOptionsConfiguration for index DDL generation (columns, uniqueness, method, partial WHERE, INCLUDE columns). DataTypeMapMaps source database types to target platform types. MappedTypeDescribes a mapped type: typeName, supportsLength, supportsPrecisionScale, defaultLength. DatabasePlatformUnion type: 'sqlserver' | 'postgresql'
Method Description SQL Server PostgreSQL QuoteIdentifier(name)Wraps a single identifier [name]"name"QuoteSchema(schema, object)Schema-qualified reference [schema].[object]schema."object"
Method Description SQL Server PostgreSQL LimitClause(limit, offset?)Returns { prefix, suffix } Without offset: prefix: 'TOP 10'. With offset: suffix: 'OFFSET 20 ROWS FETCH NEXT 10 ROWS ONLY' suffix: 'LIMIT 10 OFFSET 20'
Method Description SQL Server PostgreSQL BooleanLiteral(value)Platform boolean 1 / 0true / falseCurrentTimestampUTC()Current UTC time GETUTCDATE()(NOW() AT TIME ZONE 'UTC')NewUUID()Generate UUID NEWID()gen_random_uuid()CastToText(expr)Cast to text type CAST(expr AS NVARCHAR(MAX))CAST(expr AS TEXT)CastToUUID(expr)Cast to UUID type CAST(expr AS UNIQUEIDENTIFIER)CAST(expr AS UUID)Coalesce(expr, fallback)Null coalescing (concrete) COALESCE(expr, fallback)COALESCE(expr, fallback)IsNull(expr, fallback)Alias for Coalesce COALESCE(expr, fallback)COALESCE(expr, fallback)IIF(condition, trueVal, falseVal)Conditional expression IIF(cond, t, f)CASE WHEN cond THEN t ELSE f END
Method Description SQL Server PostgreSQL ReturnInsertedClause(columns?)Get inserted values back OUTPUT INSERTED.* or OUTPUT INSERTED.[col]RETURNING * or RETURNING "col"AutoIncrementPKExpression()Auto-increment DDL IDENTITY(1,1)GENERATED ALWAYS AS IDENTITYUUIDPKDefault()Default UUID PK expression NEWSEQUENTIALID()gen_random_uuid()ScopeIdentityExpression()Last inserted identity SCOPE_IDENTITY()lastval()RowCountExpression()Rows affected @@ROWCOUNTROW_COUNT (via GET DIAGNOSTICS)
Method Description TriggerDDL(options: TriggerOptions)Full trigger creation DDL. SQL Server emits CREATE TRIGGER ... AS BEGIN ... END. PostgreSQL emits a companion CREATE OR REPLACE FUNCTION plus CREATE TRIGGER ... EXECUTE FUNCTION. IndexDDL(options: IndexOptions)Index creation DDL. PostgreSQL supports USING method, partial WHERE, and IF NOT EXISTS. SQL Server supports INCLUDE columns. ExistenceCheckSQL(objectType, schema, name)Check if a database object exists. SQL Server uses OBJECT_ID(). PostgreSQL uses pg_catalog queries. Supports TABLE, VIEW, FUNCTION, PROCEDURE, TRIGGER. CreateOrReplaceSupported(objectType)Whether CREATE OR REPLACE is available. SQL Server: always false. PostgreSQL: true for FUNCTION, VIEW, PROCEDURE. BatchSeparator()Statement batch separator. SQL Server: GO. PostgreSQL: "" (empty string).
Method Description SQL Server PostgreSQL FullTextSearchPredicate(column, searchTerm)Search predicate CONTAINS([column], term)column @@ plainto_tsquery('english', term)FullTextIndexDDL(table, columns, catalog?)Index creation DDL Fulltext catalog + fulltext index tsvector column + GIN index + update trigger
Method Description SQL Server PostgreSQL StringSplitFunction(value, delimiter)Split string to rows STRING_SPLIT(value, delim)unnest(string_to_array(value, delim))JsonExtract(column, path)Extract JSON value JSON_VALUE(column, 'path')column->>'path'ConcatOperator()String concatenation +||
Method Description SQL Server PostgreSQL ParameterPlaceholder(index)Positional parameter @p0, @p1, …$1, $2, …ProcedureCallSyntax(schema, name, params)Call stored procedure/function EXEC [schema].[name] @p0, @p1SELECT * FROM schema."name"($1, $2)
Method Description SQL Server PostgreSQL RecursiveCTESyntax()Recursive CTE keyword WITHWITH RECURSIVE
Method Description SQL Server PostgreSQL GrantPermission(permission, objectType, schema, object, role)Grant access GRANT ... ON [s].[o] TO [r]GRANT ... ON s."o" TO "r"CommentOnObject(objectType, schema, name, comment)Add description EXEC sp_addextendedproperty ...COMMENT ON TYPE s."name" IS '...'
Method Description SchemaIntrospectionQueries()Returns a SchemaIntrospectionSQL object with platform-specific catalog queries for listing tables, columns, constraints, foreign keys, indexes, and checking object existence.
Method Description get TypeMap(): DataTypeMapReturns the dialect-specific type mapper instance. MapDataType(sourceType, length?, precision?, scale?)Convenience wrapper that calls TypeMap.MapType(). Returns a MappedType. MapDataTypeToString(sourceType, length?, precision?, scale?)Convenience wrapper that calls TypeMap.MapTypeToString(). Returns a formatted type string like VARCHAR(255) or NUMERIC(10,2).
The DataTypeMap interface defines how data types are translated between database platforms:
typeName : string ; // Target type name (e.g., "UUID", "BOOLEAN")
supportsLength : boolean ; // Whether the type accepts a length parameter
supportsPrecisionScale : boolean ; // Whether the type accepts precision/scale
defaultLength ?: number ; // Default length when applicable
MapType ( sourceType : string , sourceLength ?: number ,
sourcePrecision ?: number , sourceScale ?: number ) : MappedType ;
MapTypeToString ( sourceType : string , sourceLength ?: number ,
sourcePrecision ?: number , sourceScale ?: number ) : string ;
SQLServerDataTypeMap is an identity mapper (SQL Server types map to themselves). PostgreSQLDataTypeMap maps SQL Server types to their PostgreSQL equivalents.
SQL Server Type PostgreSQL Type Notes UNIQUEIDENTIFIERUUIDBITBOOLEANNVARCHAR(n)VARCHAR(n)NVARCHAR(MAX)TEXTLength = -1 or unspecified VARCHAR(MAX)TEXTLength = -1 or unspecified NCHAR / CHARCHARPreserves length INT / INTEGERINTEGERBIGINTBIGINTSMALLINTSMALLINTTINYINTSMALLINTNo TINYINT in PostgreSQL DECIMAL / NUMERICNUMERICPreserves precision/scale FLOAT(1-24)REALFLOAT(25-53)DOUBLE PRECISIONREALREALMONEYNUMERIC(19,4)SMALLMONEYNUMERIC(10,4)DATEDATEDATETIME / DATETIME2TIMESTAMPDATETIMEOFFSETTIMESTAMPTZSMALLDATETIMETIMESTAMP(0)TIMETIMETEXT / NTEXTTEXTIMAGEBYTEAVARBINARY / BINARYBYTEAXMLXML
PostgreSQL-native types (UUID, BOOLEAN, TIMESTAMPTZ, JSONB, BYTEA, SERIAL, BIGSERIAL, DOUBLE PRECISION) pass through unchanged.
} from ' @memberjunction/sql-dialect ' ;
// Create a dialect instance
const dialect : SQLDialect = new PostgreSQLDialect ();
dialect . QuoteIdentifier ( ' UserName ' ); // "UserName"
dialect . QuoteSchema ( ' __mj ' , ' User ' ); // __mj."User"
const { prefix , suffix } = dialect . LimitClause ( 10 , 20 );
// prefix: '', suffix: 'LIMIT 10 OFFSET 20'
// Boolean and timestamp literals
dialect . BooleanLiteral ( true ); // 'true'
dialect . CurrentTimestampUTC (); // "(NOW() AT TIME ZONE 'UTC')"
dialect . NewUUID (); // 'gen_random_uuid()'
const mapped = dialect . MapDataType ( ' UNIQUEIDENTIFIER ' );
// { typeName: 'UUID', supportsLength: false, supportsPrecisionScale: false }
dialect . MapDataTypeToString ( ' NVARCHAR ' , 255 );
dialect . MapDataTypeToString ( ' NVARCHAR ' , - 1 );
dialect . MapDataTypeToString ( ' DECIMAL ' , undefined , 10 , 2 );
dialect . ReturnInsertedClause (); // 'RETURNING *'
dialect . ReturnInsertedClause ([ ' ID ' , ' Name ' ]);
// 'RETURNING "ID", "Name"'
// Conditional expression
dialect . IIF ( ' x > 0 ' , " 'positive' " , " 'non-positive' " );
// "CASE WHEN x > 0 THEN 'positive' ELSE 'non-positive' END"
dialect . ProcedureCallSyntax ( ' __mj ' , ' spCreateUser ' , [ ' $1 ' , ' $2 ' ]);
// 'SELECT * FROM __mj."spCreateUser"($1, $2)'
const triggerSQL = dialect . TriggerDDL ( {
triggerName: ' trgUpdateUser ' ,
body: ' NEW.__mj_UpdatedAt = NOW(); ' ,
functionName: ' fn_update_user_timestamp ' ,
// CREATE OR REPLACE FUNCTION __mj."fn_update_user_timestamp"()
// RETURNS TRIGGER AS $$ BEGIN ... END; $$ LANGUAGE plpgsql;
// DROP TRIGGER IF EXISTS ... ;
// CREATE TRIGGER "trgUpdateUser" BEFORE UPDATE ON __mj."User"
// FOR EACH ROW EXECUTE FUNCTION __mj."fn_update_user_timestamp"();
const indexSQL = dialect . IndexDDL ( {
indexName: ' idx_user_email ' ,
// 'CREATE UNIQUE INDEX IF NOT EXISTS "idx_user_email"
// ON __mj."User" USING btree("Email")'
The key benefit is writing database-agnostic code that works with any dialect:
function buildSelectQuery ( dialect : SQLDialect , schema : string , table : string ,
columns : string [], limit : number ) : string {
const { prefix , suffix } = dialect . LimitClause (limit);
const qualifiedTable = dialect . QuoteSchema (schema , table);
const quotedCols = columns . map ( c => dialect . QuoteIdentifier (c)) . join ( ' , ' );
return ` SELECT ${ prefix } ${ quotedCols } FROM ${ qualifiedTable } ${ suffix } ` . trim ();
// SELECT TOP 10 [ID], [Name] FROM [__mj].[User]
// SELECT "ID", "Name" FROM __mj."User" LIMIT 10
To add support for a new database platform (e.g., MySQL):
Create the type map class implementing DataTypeMap:
import { DataTypeMap, MappedType } from ' @memberjunction/sql-dialect ' ;
class MySQLDataTypeMap implements DataTypeMap {
MapType ( sourceType : string , sourceLength ?: number ,
sourcePrecision ?: number , sourceScale ?: number ) : MappedType {
const normalized = sourceType . toUpperCase () . trim ();
return { typeName: ' CHAR ' , supportsLength: true ,
supportsPrecisionScale: false , defaultLength: 36 };
return { typeName: ' TINYINT(1) ' , supportsLength: false ,
supportsPrecisionScale: false };
// ... map remaining types
return { typeName: normalized, supportsLength: false ,
supportsPrecisionScale: false };
MapTypeToString ( sourceType : string , sourceLength ?: number ,
sourcePrecision ?: number , sourceScale ?: number ) : string {
const mapped = this . MapType (sourceType , sourceLength , sourcePrecision , sourceScale);
// Format with length/precision as needed
Create the dialect class extending SQLDialect:
import { SQLDialect, DataTypeMap } from ' @memberjunction/sql-dialect ' ;
export class MySQLDialect extends SQLDialect {
get PlatformKey () : DatabasePlatform { return ' mysql ' as DatabasePlatform ; }
get TypeMap () : DataTypeMap { return new MySQLDataTypeMap (); }
QuoteIdentifier ( name : string ) : string { return ` \` ${ name } \` ` ; }
QuoteSchema ( schema : string , object : string ) : string {
return ` \` ${ schema } \` . \` ${ object } \` ` ;
LimitClause ( limit : number , offset ?: number ) : LimitClauseResult {
const suffix = offset != null
? ` LIMIT ${ limit } OFFSET ${ offset } `
return { prefix: '' , suffix };
BooleanLiteral ( value : boolean ) : string { return value ? ' 1 ' : ' 0 ' ; }
// ... implement all remaining abstract methods (~25+)
Update the DatabasePlatform type in sqlDialect.ts to include the new platform key.
Export from index.ts :
export { MySQLDialect } from ' ./mysqlDialect.js ' ;
Add tests in src/__tests__/mysqlDialect.test.ts covering every method. The existing crossDialect.test.ts provides a pattern for testing multiple dialects against the same assertions.
Feature SQL Server (SQLServerDialect) PostgreSQL (PostgreSQLDialect) Identifier quoting [name]"name"Schema-qualified [schema].[object]schema."object"Boolean literals 1 / 0true / falseCurrent UTC time GETUTCDATE()(NOW() AT TIME ZONE 'UTC')New UUID NEWID()gen_random_uuid()UUID PK default NEWSEQUENTIALID()gen_random_uuid()Auto-increment IDENTITY(1,1)GENERATED ALWAYS AS IDENTITYPagination (no offset) SELECT TOP 10 ...... LIMIT 10Pagination (with offset) OFFSET 20 ROWS FETCH NEXT 10 ROWS ONLYLIMIT 10 OFFSET 20Return inserted OUTPUT INSERTED.*RETURNING *Scope identity SCOPE_IDENTITY()lastval()Row count @@ROWCOUNTROW_COUNT (GET DIAGNOSTICS)Concatenation +||Parameters @p0, @p1, …$1, $2, …Batch separator GO(none) Conditional IIF(cond, t, f)CASE WHEN cond THEN t ELSE f ENDRecursive CTE WITHWITH RECURSIVEProcedure call EXEC [s].[name] @p0SELECT * FROM s."name"($1)CREATE OR REPLACE Not supported FUNCTION, VIEW, PROCEDURE Full-text search CONTAINS([col], term)col @@ plainto_tsquery(...)JSON extract JSON_VALUE(col, 'path')col->>'path'String split STRING_SPLIT(val, delim)unnest(string_to_array(val, delim))Cast to text CAST(x AS NVARCHAR(MAX))CAST(x AS TEXT)Cast to UUID CAST(x AS UNIQUEIDENTIFIER)CAST(x AS UUID)Object existence IF OBJECT_ID(...) IS NOT NULLSELECT EXISTS (... pg_catalog ...)Comments/descriptions sp_addextendedpropertyCOMMENT ON ...Grants GRANT ... ON [s].[o] TO [r]GRANT ... ON s."o" TO "r"
npm install @memberjunction/sql-dialect
Or, in a MemberJunction workspace, add the dependency to your package’s package.json and run npm install from the repo root.
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