{"doc_urls":["Introduction.html","Tutorial.html#pg-entity-tutorial","Tutorial.html#setting-up","Tutorial.html#using-generics","Tutorial.html#writing-the-sql-migrations","Tutorial.html#making-queries","ErrorsGuide.html#error-handling"],"index":{"documentStore":{"docInfo":{"0":{"body":73,"breadcrumbs":1,"title":1},"1":{"body":13,"breadcrumbs":4,"title":3},"2":{"body":252,"breadcrumbs":3,"title":2},"3":{"body":126,"breadcrumbs":3,"title":2},"4":{"body":46,"breadcrumbs":4,"title":3},"5":{"body":151,"breadcrumbs":3,"title":2},"6":{"body":229,"breadcrumbs":4,"title":2}},"docs":{"0":{"body":"Welcome to pg-entity 's documentation. Read the Tutorial to learn how to use the library. Read the Guides to learn more about specific usecases and patterns. See also these resources to understand the library's underlying mechanisms: postgresql-simple : The library that provies the Query primitives and the database connection pg-transact : The library that provides the transaction monad transformer in which our queries run Oliver Charles' 24 Days of GHC Extensions series if you want to understand the underlying derivation mechanisms that enable us to write less code: Deriving DeriveGeneric Richard Eisenberg's Avoid boilerplate instances with -XDerivingVia is most helpful to understand how the GenericEntity mechanism works, as well as a showcase for other deriving strategies.","breadcrumbs":"Introduction","id":"0","title":"Introduction"},"1":{"body":"In this tutorial, you will learn how to implement the Entity typeclass for your business logic data-types, and run queries against the database.","breadcrumbs":"Tutorial » pg-entity tutorial","id":"1","title":"pg-entity tutorial"},"2":{"body":"Language Extensions OverloadedLists allow us to use the [list] syntax for datatypes other than List, like Vector. QuasiQuotes enable us to write plain SQL and field names in a [|quasi-quoter block|]. The Deriving extensions give us more powerful typeclass derivation. {-# LANGUAGE DeriveAnyClass #-}\n{-# LANGUAGE DerivingVia #-}\n{-# LANGUAGE GeneralizedNewtypeDeriving #-}\n{-# LANGUAGE OverloadedLists #-}\n{-# LANGUAGE OverloadedStrings #-}\n{-# LANGUAGE QuasiQuotes #-} module Tutorial where Then, let's import some data-types and modules: import Data.Pool (Pool)\nimport Data.Text (Text)\nimport Data.Time (UTCTime)\nimport Data.UUID (UUID)\nimport Database.PostgreSQL.Simple\nimport Database.PostgreSQL.Simple.FromField\nimport Database.PostgreSQL.Simple.ToField\nimport Database.PostgreSQL.Transact (DBT)\nimport GHC.Generics import Control.Monad.Error\nimport qualified Data.Time as Time\nimport qualified Data.UUID.V4 as UUID\nimport Database.PostgreSQL.Entity\nimport Database.PostgreSQL.Entity.DBT\nimport Database.PostgreSQL.Entity.Types And let's write down our initial data models for a blog. Author, and BlogPost. It is good practice to wrap your primary key in a newtype to gain more type-safety, but without losing access to typeclass instances of the underlying type, with deriving newtype. newtype AuthorId = AuthorId {getAuthorId :: UUID} deriving newtype (Eq, Show, FromField, ToField) data Author = Author { authorId :: AuthorId -- ^ Primary key , name :: Text , createdAt :: UTCTime } deriving stock (Eq, Generic, Show) deriving anyclass (FromRow, ToRow) and newtype BlogPostId = BlogPostId {getBlogPostId :: UUID} deriving newtype (Eq, FromField, Show, ToField) data BlogPost = BlogPost { blogPostId :: BlogPostId -- ^ Primary key , authorId :: AuthorId -- ^ Foreign key , title :: Text , content :: Text , createdAt :: UTCTime } deriving stock (Eq, Generic, Show) deriving anyclass (FromRow, ToRow) Let us write the Entity instances now: instance Entity Author where tableName = \"authors\" primaryKey = [field| author_id |] fields = [ [field| author_id |] , [field| name |] , [field| created_at |] ] The above instance declaration reads as: My table's name is authors , its primary key is author_id , and the fields are author_id , name , and created_at . The order matters for the declarations, so make sure that each field is at the correct position. Let's do the same for BlogPost: instance Entity BlogPost where tableName = \"blogposts\" primaryKey = [field| blogpost_id |] fields = [ [field| blogpost_id |] , [field| author_id |] , [field| title |] , [field| content |] , [field| created_at |] ] And these instances will give you access to the Entity functions to query your tables","breadcrumbs":"Tutorial » Setting up","id":"2","title":"Setting up"},"3":{"body":"But all these manual instances are a tad tedious. Fortunately, there is a derivation mechanism available that allows you to automate the generation of the Entity instance. This mechanism is called DerivingVia. It allows you to use a wrapper, called GenericEntity, and a list of options at the type-level to generate the instance deriving via (GenericEntity '[ TableName \"authors\" , PrimaryKey \"author_id\" ] Author ) instance Entity Author Those two options, TableName and PrimaryKey are optional, and the library will adopt the following defaults: tableName will be the snake_case version of the record's name. No pluralisation will be done. primaryKey will be the snake_case version of the first field of the record. field names will be the snake_case version of the record fields. The advantages brought by this technique are that the error surface is reduced when implementing the Entity typeclass. ⚠️ While all these deriving parameters are optional, I advise you to write down the table name (with the TableName option). In the PostgreSQL world, it is customary to pluralise the name of the table containing your data, and pg-entity does not automatically do this. ⚠️ For performance reasons, you are advised to write the primary key in the options. If you do not, the generic deriving mechanism will have to do a linear search in the fields list (of complexity 𝛰(n) whereas the lookup will take 𝛰(1) if the primary key is given in your code. Do this especially if you have long tables. Do it if you have long tables.","breadcrumbs":"Tutorial » Using Generics","id":"3","title":"Using Generics"},"4":{"body":"In a separate file, we will translate our Haskell data models into SQL migrations. create table authors ( author_id uuid primary key, name text not null, created_at timestamptz not null ); create table blogposts ( blogpost_id uuid primary key, author_id uuid not null, title text not null, content text not null, created_at timestamptz not null, constraint fk_author foreign key(author_id) references authors(author_id) );","breadcrumbs":"Tutorial » Writing the SQL migrations","id":"4","title":"Writing the SQL migrations"},"5":{"body":"By implementing the Entity Typeclass, your data-type has access to a variety of functions, combinators and helpers that serve the one true purpose of this library: Provide a safe mechanism to expand the fields of a table while writing a query. Let us define our insertion function for the Author model: insertAuthor :: Author -> DBT IO ()\ninsertAuthor = insert @Author The result of this function, which we call a “DBT action”,* is then passed to withPool . You can then build a higher-level API endpoint or route controller like that: data AuthorInfo = AuthorInfo { name :: Text } deriving stock (Eq, Show) mkAuthor :: MonadIO m => AuthorInfo -> m Author\nmkAuthor AuthorInfo{name = authorName} = do authorId <- liftIO $ AuthorId <$> UUID.nextRandom createdAt <- liftIO Time.getCurrentTime pure Author{name = authorName, authorId, createdAt} addAuthor :: (MonadIO m) => Pool Connection -> AuthorInfo -> m ()\naddAuthor pool info = do newAuthor <- mkAuthor info withPool pool $ insertAuthor newAuthor And if you want to later select an Author based on its AuthorId: getAuthor :: (MonadIO m) => Pool Connection -> AuthorId -> m (Maybe Author)\ngetAuthor pool authorId = withPool pool $ selectOneByField [field| author_id |] (Only authorId) This is the end of this tutorial. There are many more functions to discover that will help you write your queries. While you shouldn't have to explore the source code to gain understanding of how to use the library, feel free to navigate it to see how the underlying mechanisms work. :) Next, you can consult our Guides section to see how to do error handling.","breadcrumbs":"Tutorial » Making queries","id":"5","title":"Making queries"},"6":{"body":"module ErrorsGuide where import Control.Monad.Except (MonadError (..))\nimport Control.Monad.Trans\nimport Data.Text (Text)\nimport Database.PostgreSQL.Entity (Entity, selectById)\nimport Database.PostgreSQL.Entity.Types (GenericEntity)\nimport Database.PostgreSQL.Simple\nimport Database.PostgreSQL.Transact (DBT)\nimport GHC.Generics (Generic) Error handling is a tricky subject, and most often you will have to provide translation layers between your different components to express how a request has failed and what is the relevant information to be reported. For example, inserting twice the same entity with the same primary key will raise an error in the database engine that you have violated the uniqueness constraint of a primary key. This is of little use for consumers of the system, who simply need to be told that their chosen email address or username is already used. Building a top-down error datatype can be a very good or very bad idea, and should sometimes be replaced with a more extensible mechanism like Haskell Exceptions (whose datatypes can be used outside of this mechanism, fortunately). Let us consider a simple usecase, where we wish to express the following error modes: Entity was not found Entity is in a Bad State™ Entity processing is running data EntityError = EntityNotFound | EntityBadState | EntityProcessingIsRunning deriving (Eq, Show) A MonadError stack can be used to handle errors with your data-type. Here are the functions that we will be using: This function allows great control over the way we report errors, and allows us to plug a MonadError for reporting. withPool :: (MonadBaseControl IO m) => Pool Connection -> DBT m a -> m a Those two functions show that we do not have to put a MonadError everywhere, and if a lower-level error happens, we can let it bubble up to create a higher-level error (like status code 500 in an http server). data E = E { eId :: Text } deriving stock (Eq, Show, Generic) deriving (Entity) via (GenericEntity '[]) E deriving anyclass (FromRow) insertEntity :: (MonadIO m) => E -> DBT m () getEntity :: (MonadError EntityError m, MonadIO m) => Int -> DBT m E\ngetEntity key = do result <- selectById (Only key) case result of Just e -> pure e Nothing -> lift $ throwError EntityNotFound ↑ Here, we convert a valid database response into a more precise business logic component.","breadcrumbs":"Error Handling » Error Handling","id":"6","title":"Error 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