Introduction
This document provides a rough analysis of what will be needed if the Ed-Fi ODS/API were to be converted over to run on another relational database management system (RDBMS). PostgreSQL was used as an anchor; however, many of the findings will be generally applicable to other RDBMS's.
PostgreSQL Conversion
An entire 2.5 ODS database was scripted out and paintstakingly converted over so that it would execute successfully as pg-sql, thus building out the full ODS schema in a postgres database.
- Eliminate boilerplate at the top of the script - things related to SQL Cmd mode, connection properties (e.g. ansi_padding), etc.
- Replace all [ ] qualifiers with nothing. Postgres uses quotation marks as qualifiers as needed. However, when you use them to create a object, then you are stuck permanently using them. Best to create without the quotation marks.
- Create a
dbo
schema, belonging to thepostgres
user. - Alter other schemas so that they belong to the
postgres
user instead ofdbo
. Fix data types
T-SQL Type PG-SQL Type Notes NVARCHAR VARCHAR postgres implicitly converts handles all text as Unicode. DATETIME TIMESTAMP Not using TIMESTAMPTZ (with timezone) because the source data has no record of the time zone to begin with. DATETIME2 TIMESTAMP UNIQUEIDENTIFIER CHAR(40) BIT SMALLINT While postgres has a
bit
data type, it does not implicitly convert integer to bit. Instead it requires use a string '0' or '1' (or 'true', etc.). For maximum compatibility with existing code that uses the integer 0/1 instead of string '0'/'1', we should simply switch tosmallint
.- Postgres's
cluster
concept is different and more analysis is needed to know if it is needed (explicitly) for performance benefits. RemoveCLUSTERED
andNONCLUSTERED
keywords from all indexes and primary key constraints. Also removePAD_INDEX
from constraints. Safe to leave inFILLFACTOR
. - Remove
WITH CHECK
andNOCHECK
from constraints. - The pg-equivalent of
INT IDENTITY
isSERIAL
. Reg ex:/INT\s+IDENTITY\s*\(1, 1\)/
replace withSERIAL
- Remove all PRINT statements and extended properties (table/column descriptions). Extended properties can be rewritten as
COMMENT
s but the effort was not worthwhile in this POC. - Views
- Remove
WITH SCHEMABINDING
- Replace
COUNT_BIG(*)
withCOUNT(*)
, as postgres'sCOUNT
function already returns a big integer. Remove all indexes on views.
In a real conversion, some views might need to materialized views for performance optimization.
- Ensure that all view definitions end in a semi-colon.
- In auth.LocalEducationAgencyIdToStaffUSI, cast null values as integer.
UNPIVOT must be rewritten with UNION ALL statements.
- Views that use common table expressions (CTE) recursively need to be modified by adding the keyword
RECURSIVE
immediately afterWITH
. Affected views: StudentAssessmentStudentObjectiveAssessmentH, ObjectiveAssessmentH_CTE, LocalEducationAgencyH, LearningStandardH, LearninbjectiveH, AssessmentFamilyH. Default values in postgres are not constraints, so the syntax needs to be altered.
Substitute
now()
forgetdate()
.From To /ALTER TABLE ([^\s]+)[\s\n]+(?:ADD CONSTRAINT (?:[^\s]+)) DEFAULT \(getdate\(\)\) FOR (\w+)/ ALTER TABLE $1 ALTER COLUMN $2 SET DEFAULT now() Replace
newid()
withuuid_generate_v4()
. This requires first configuring uuid support by runningCREATE EXTENSION "uuid-ossp"
.From To /ALTER TABLE ([^\s]+)[\s\n]+(?:ADD CONSTRAINT (?:[^\s]+)) DEFAULT \(newid\(\)\) FOR (\w+)/ ALTER TABLE $1 ALTER COLUMN $2 SET DEFAULT uuid_generate_v4()
The maximum identifier length is 63. Longer identifiers are automatically truncated. This results in many foreign key names overlapping. To avoid this, use reasonable abbreviations to shorten these seven problematic beginnings to foreign keys:
From To fk_educationorganizationnetworkassociation_educationorganization fk_edorgnetworkassociation_edorg fk_learningstandardprerequisitelearningstandard_learningstandard
fk_lrnstdprerequisitelrnstd_lrnstd
fk_educationcontentderivativesourceeducationcontent_educationcontent
fk_edconderivativesourceedcon_edcon
fk_studentassessmentstudentobjectiveassessmentperformancelevel
fk_studassessmentstudobjassessmentperflvl
fk_postsecondaryeventpostsecondaryinstitutionidentificationcode
fk_pstscdryeventpstscdryinstidcode
fk_postsecondaryeventpostsecondaryinstitutionmediumofinstruction
fk_pstscdryeventpstscdryinstmediumofnstrn
fk_educationorganizationidentificationcode_educationorganization
fk_edorgidcode_edorg
- Remove
Other constructs used in Admin, Bulk, and Security databases
Functions
The util.Split
function in the 3.x line can be replaced by a native function, or rewritten (for interface compatibility) to wrap the native function regexp_split_to_table
.
Stored Procedures
Stored procedures must be rewritten as functions. Thankfully there is only one: EdFi_Admin
database has dbo.AccessTokenIsValid.
Synonyms
Synonyms don't exist in postgres. There are a number of synonyms in the 3.x database. Example:
CREATE SYNONYM [auth].[LocalEducationAgencyIdToStaffUniqueId] FOR [auth].[LocalEducationAgencyIdToStaff]
Seems simplest to recreate the synonym as a simple view:
CREATE VIEW auth.LocalEducationAgencyIdToStaffUniqueId AS SELECT * FROM auth.LocalEducationAgencyIdToStaff;
Types
The 3.x line has a couple of types in it. These are table types, which postgres doesn't support. These two types UniqueIdentifierTable
and IntTable
are apparently used for NHibernate table-valued parameters. There are array types which might be a substitute but this could be a real problem.
Change Queries
I was able to evaluate some of the code for the Change Queries feature coming in version 3.1. Thankfully it is possible to convert this code. There are two components to the Change Queries work: a sequence table and triggers to set the ChangeVersion
column on a table after update, utilizing the sequence table. The syntax for the s equence itself is the same in both. The trigger structure is a little different in postgres, and it in fact requires creating a function and then calling that function from the trigger.
From | To |
---|---|
CREATE TRIGGER edfi.edfi_academichonorcaterytype_TR_UpdateChangeVersion ON edfi.academichonorcaterytype AFTER UPDATE AS BEGIN SET NOCOUNT ON UPDATE edfi.academichonorcaterytype SET changeversion = (NEXT VALUE FOR changes.ChangeVersionSequence) FROM edfi.academichonorcaterytype WHERE EXISTS (SELECT 1 from inserted i where i.id = u.id) END GO | CREATE OR REPLACE FUNCTION edfi.edfi_academichonorcaterytype_tr_updatechangeversion() RETURNS trigger LANGUAGE plpgsql AS $function$ BEGIN UPDATE edfi.academichonorcaterytype set changeversion = nextval('changes.ChangeVersionSequence') where id = new.id; RETURN NEW; END; $function$ CREATE TRIGGER edfi_academichonorcaterytype_TR_UpdateChangeVersion AFTER UPDATE ON edfi.academichonorcaterytype FOR EACH ROW WHEN (pg_trigger_depth() = 0) EXECUTE PROCEDURE edfi.edfi_academichonorcaterytype_TR_UpdateChangeVersion(); |
Solution Challenges
Potential .NET Application Problems
- As noted above,
COUNT()
in postgres returns a big integer, not an integer. This could potentially mean needing to switch return types in C# fromint
tolong
- and it might be difficult to find where this is needed. - Exceptions coming back from the SQL connections will be of a different type, with different codes. Will need to look closely at the code base to see if this requires any changes.
- Hard-coded SQL exists in some places in the applications, and in many places in the unit tests. These SQL statements will all have to be evaluated with the conversion rules in mind. Preferably they would be completely removed from the code base, instead relying only on an ORM. Complex queries should be replaced with views. This is just a good practice, as hard-coded SQL embedded in C# is hard to maintain even if using only a single RDBMS.
- Bulk load might be a problem. The Npgsql library does support bulk copy, but I have not been able to find anything recent about NHibernate support. Old stack overflow discussions appear to pre-date the introduction of the bulk copy facility in Npgsql.
NHibernate inserts using table value parameters will need to be rewritten. A clever person has come up with something equivalent and performant, but I think it will require some real coding changes.
EdFi.Ods.CodeGen
The library EdFi.Ods.CodeGen
is involved with creating tables from MetaEd entity definitions. One option might be to continue using SQL Server at build time, and then run a post-build process to convert the database to pg-sql. If trying to modify the CodeGen library...
DatabaseSchemaProvider
would need to be refactored to use a Npgsql and pg-sql where appropriate (perhaps an opportunity for injection of provider-specific implementations at runtime).- NpgsqlConnection instead of SqlConnection
- Replace T-SQL specific schema queries.
- IDatabaseTypeTranslator would need a PG-specific implementation
Install/Migration Scripts
Individual SQL scripts in the repositories often have some T-SQL-specific syntax in them. An example I saw while doing a code review of the new operational context work for 3.1:
In this example, lines 1, 2, 3, 4, 5, and 7 are all problematic in pg-sql. There is a clear need to either build parallel scripts for different databases, or create a translation process after the build, as mentioned in the Code Generation section.
MetaEd
The MetaEd build process creates SQL scripts for creating the objects required to support extensions. MetaEd uses HandleBar templates to generate SQL. These templates are currently written to create T-SQL compliant scripts, e.g. with square brackets, clustered indexes, and other features that won't work in pg-sql. Again, we face the possibility of making a significant code change in order to target multiple database platforms, or using an extract-and-translate process from SQL Server to Postgres after the build completes.
Object-Relational Mapping (ORM)
NHibernate
placholder
Entity Framework
placholder
Migrations
The EdFi_Admin
database is managed through Entity Framework migrations. In general migrations seem to be supported with Npgsql.EntityFramework, and we should be able to modify EdFi.Ods.Admin.Models
to target postgres. This has not been tested yet.
Work Required to Migrate
There is no simple solution for migrating to Postgres or another database. We can split this into two components: generation of the database schema, and runtime execution.
Generation
Raw SQL Scripts
SQL scripts to create the database
MetaEd
placeholder
EF Migrations
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Runtime Execution
NHibernate
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Entity Framework
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Bulk Load
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